From f7ed709ea7b18fa8242080ec9557a8c03b868b86 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Thu, 18 Jun 2026 13:46:37 +0800
Subject: [PATCH 01/26] docs: add CodeWiki introduction article in Chinese
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

🤖 Generated with [Qoder][https://qoder.com]
---
 "CodeWiki\344\273\213\347\273\215.md" | 95 +++++++++++++++++++++++++++
 1 file changed, 95 insertions(+)
 create mode 100644 "CodeWiki\344\273\213\347\273\215.md"

diff --git "a/CodeWiki\344\273\213\347\273\215.md" "b/CodeWiki\344\273\213\347\273\215.md"
new file mode 100644
index 00000000..2f11eccd
--- /dev/null
+++ "b/CodeWiki\344\273\213\347\273\215.md"
@@ -0,0 +1,95 @@
+## CodeWiki：用 AI 为代码仓库自动生成结构化文档的开源框架
+
+对于任何一个开发者来说，理解一个陌生代码仓库都是一项挑战。无论是刚加入团队的新人、做代码审查的同事，还是想要复用开源项目的开发者，都需要面对"读代码"这道坎。而代码文档往往是稀缺资源——要么缺失，要么早已过时，与实际代码脱节。
+
+CodeWiki 正是为了解决这个问题而生的开源项目。它由 FPT Software AI Center（FSoft）团队开发，已被 ACL 2026 收录，目标是自动为大规模代码仓库生成全面、结构化、架构感知的文档。项目开源地址：[https://github.com/FSoft-AI4Code/CodeWiki](https://github.com/FSoft-AI4Code/CodeWiki)
+
+### 它解决了什么问题？
+
+传统的代码文档工具大多只关注函数和类级别的 docstring 提取，例如 Sphinx、Javadoc 这类工具，它们能生成 API 参考文档，但无法回答更高层次的问题：这个项目的整体架构是什么？模块之间是如何协作的？数据流是怎样的？
+
+与此同时，市面上也出现了一些 AI 驱动的代码文档工具，如 DeepWiki 等商业方案。但这些方案大多是闭源的，且在处理大型仓库时存在文档质量参差不齐、对多语言支持不足等问题。
+
+CodeWiki 的定位很明确：做一个开源的、支持多语言的、能生成仓库级全景文档的框架，并且在文档质量上对标甚至超越商业方案。
+
+### 核心设计理念
+
+CodeWiki 的设计围绕三个核心思想展开。
+
+第一个是**层次化分解（Hierarchical Decomposition）**。面对一个动辄数十万行代码的大型仓库，CodeWiki 不会一股脑地把所有代码喂给大模型，而是先通过 AST（抽象语法树）解析和依赖分析，将仓库拆解为模块、子模块、文件、类、函数等多层结构。这种分而治之的策略既降低了大模型的上下文压力，也让最终生成的文档具有清晰的层次感。
+
+第二个是**多智能体协作（Multi-Agent Processing）**。CodeWiki 内部设计了多个专职 Agent，每个 Agent 负责不同层级或不同类型的文档生成任务。例如有的 Agent 负责分析模块间的依赖关系，有的负责总结某个类的职责，有的负责生成架构图。这些 Agent 各司其职、协同工作，最终将各自的输出汇总成一份完整的文档。
+
+第三个是**多模态合成（Multi-Modal Synthesis）**。CodeWiki 生成的文档不仅仅是文字描述，还包括架构图、依赖关系图、模块树等可视化内容。文字与图表相结合，让读者既能从宏观上把握项目全貌，也能深入理解具体模块的实现细节。
+
+### 支持的语言和模型
+
+CodeWiki 目前支持 8 种主流编程语言：Python、Java、JavaScript、TypeScript、C、C++、C# 和 Kotlin。这个覆盖面已经涵盖了绝大多数企业和开源项目的技术栈。
+
+在 LLM 后端方面，CodeWiki 提供了灵活的适配层，支持两种接入模式：API 模式支持 OpenAI 兼容接口（可对接 OpenAI、Azure OpenAI 及任意兼容服务）、Anthropic（Claude）、AWS Bedrock 等主流大模型服务；订阅模式则支持通过 Claude Code 和 Codex 的本地 CLI 运行，无需单独申请 API Key。开发者可以根据自己的偏好和预算选择合适的模型后端。
+
+### 技术架构一览
+
+从代码结构来看，CodeWiki 采用了前后端分离的架构：
+
+- **前端（fe/）**：提供 Web 界面，用户可以输入仓库地址、配置参数、查看生成的文档。
+- **后端（be/）**：核心处理引擎，包含多个关键模块：
+  - `dependency_analyzer/`：负责 AST 解析和模块依赖分析，支持多种语言的语法树解析。
+  - `cluster_modules.py`：将分析出的模块进行聚类分组，形成有逻辑层次的模块结构。
+  - `agent_tools/`：多 Agent 系统的工具集，定义了各个 Agent 可以调用的能力。
+  - `llm_services.py`：LLM 服务的统一抽象层，屏蔽不同模型提供商的差异。
+  - `documentation_generator.py`：文档生成器，负责将各 Agent 的输出整合为最终文档。
+  - `prompt_template.py`：Prompt 模板管理，确保文档生成的一致性和质量。
+
+### 效果如何？与 DeepWiki 的对比
+
+为了评估代码文档的质量，CodeWiki 团队还推出了配套的评测基准 **[CodeWikiBench](https://github.com/FSoft-AI4Code/CodeWikiBench)**，涵盖多种编程语言的仓库级文档质量评估。
+
+根据论文中的实验数据，CodeWiki 在 CodeWikiBench 上的整体平均得分比 DeepWiki 高出约 **4.73%**，尤其在 Python、JavaScript 等脚本语言上表现突出。在 C/C++ 等系统级语言上，由于代码结构更加复杂（宏定义、指针、内存管理等），DeepWiki 在该类别上略占优势（高出约 3.15%），但 CodeWiki 在整体表现上仍然领先。
+
+这个成绩说明 CodeWiki 作为一个开源方案，在文档生成质量上已经可以与商业产品一较高下。
+
+### 快速上手
+
+安装 CodeWiki 非常简单，前置依赖为 Python 3.12+ 和 Node.js（用于 Mermaid 图表验证），然后运行：
+
+```bash
+pip install git+https://github.com/FSoft-AI4Code/CodeWiki.git
+```
+
+安装完成后，进入目标项目目录，通过 CLI 命令行直接生成文档：
+
+```bash
+cd /path/to/your/project
+codewiki generate --output docs
+```
+
+也可以通过 Web 界面进行交互式操作，支持配置模型后端、选择目标语言、调整文档粒度等参数。此外，CodeWiki 还支持一些实用的高级功能：使用 `--update` 参数可以只重新生成发生变更的模块，大幅提升大型项目的更新效率；通过 `--github-pages --create-branch` 可以一键生成可部署到 GitHub Pages 的 HTML 文档页面；项目还支持 Docker 容器化部署。
+
+### 适用场景
+
+CodeWiki 特别适合以下几种场景：
+
+**新人 Onboarding**。当一个新成员加入团队时，面对一个有几十万行代码的仓库，CodeWiki 可以帮他快速建立对项目的整体认知，了解模块划分和核心逻辑，大幅缩短上手时间。
+
+**开源项目维护**。开源项目的文档质量直接影响社区的参与度。用 CodeWiki 自动生成并更新文档，可以降低维护者的文档负担，让更多人愿意参与贡献。
+
+**代码审查与重构**。在进行大规模重构或代码审查时，CodeWiki 生成的架构文档可以帮助团队更好地理解模块间的依赖关系，避免"牵一发而动全身"的风险。
+
+**技术选型与调研**。当你需要评估一个陌生的开源项目是否适合你的需求时，CodeWiki 可以帮你快速生成一份项目概览，省去大量阅读源码的时间。
+
+### 总结
+
+值得一提的是，CodeWiki 还支持作为 MCP（Model Context Protocol）服务器运行，可以集成到 Claude Desktop、Cursor 等 AI 编程工具中，让 AI 在理解代码时能够直接参考生成的文档，实现更精准的代码问答和辅助开发。
+
+CodeWiki 代表了代码文档自动化领域的一个重要进展。它不是简单的 docstring 提取工具，而是一个能够理解代码架构、生成全景文档的智能系统。作为 ACL 2026 收录的学术工作，它既有扎实的理论基础，又提供了开箱即用的工程实现。对于任何需要理解和维护大型代码仓库的团队来说，CodeWiki 都是一个值得关注和尝试的工具。
+
+---
+
+**项目信息**
+
+- GitHub：[https://github.com/FSoft-AI4Code/CodeWiki](https://github.com/FSoft-AI4Code/CodeWiki)
+- 官网：[https://fsoft-ai4code.github.io/CodeWiki/](https://fsoft-ai4code.github.io/CodeWiki/)
+- 论文：ACL 2026 收录
+- 开发语言：Python（需要 3.12+）
+- 支持语言：Python、Java、JavaScript、TypeScript、C、C++、C#、Kotlin

From 6be701065e70bef7c481c240630ee5b9f0806db4 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Thu, 18 Jun 2026 15:19:01 +0800
Subject: [PATCH 02/26] =?UTF-8?q?AI=20IDE=E9=A9=B1=E5=8A=A8?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../rules/codewiki-wiki-generator/RULE.mdc    | 181 +++++++
 codewiki/mcp/server.py                        | 497 +++++++++++++-----
 codewiki/mcp/session.py                       |  92 ++++
 codewiki/mcp/tools/__init__.py                |   6 +
 codewiki/mcp/tools/analysis.py                | 112 ++++
 codewiki/mcp/tools/code_reader.py             | 107 ++++
 codewiki/mcp/tools/doc_writer.py              | 167 ++++++
 codewiki/mcp/tools/module_tree.py             | 133 +++++
 codewiki/mcp/tools/prompt_server.py           | 176 +++++++
 9 files changed, 1351 insertions(+), 120 deletions(-)
 create mode 100644 .codebuddy/rules/codewiki-wiki-generator/RULE.mdc
 create mode 100644 codewiki/mcp/session.py
 create mode 100644 codewiki/mcp/tools/__init__.py
 create mode 100644 codewiki/mcp/tools/analysis.py
 create mode 100644 codewiki/mcp/tools/code_reader.py
 create mode 100644 codewiki/mcp/tools/doc_writer.py
 create mode 100644 codewiki/mcp/tools/module_tree.py
 create mode 100644 codewiki/mcp/tools/prompt_server.py

diff --git a/.codebuddy/rules/codewiki-wiki-generator/RULE.mdc b/.codebuddy/rules/codewiki-wiki-generator/RULE.mdc
new file mode 100644
index 00000000..92fe9a5e
--- /dev/null
+++ b/.codebuddy/rules/codewiki-wiki-generator/RULE.mdc
@@ -0,0 +1,181 @@
+---
+description: "使用 CodeWiki MCP 工具为代码仓库生成 Wiki 文档的完整工作流。当用户要求生成文档、Wiki、代码分析时使用此规则。"
+alwaysApply: false
+enabled: true
+updatedAt: 2026-06-18T07:02:51.248Z
+provider: 
+---
+
+# CodeWiki Wiki 生成工作流
+
+你是一个代码文档生成专家。你将使用 CodeWiki MCP 工具为代码仓库生成全面的 Wiki 文档。
+整个过程不需要配置任何 LLM API，你用自己的推理能力 + CodeWiki 提供的工具链来完成全部工作。
+
+## 工作流程
+
+严格按以下 5 个阶段顺序执行：
+
+### 阶段 1：分析代码仓库
+
+调用 `analyze_repo` 工具，传入仓库路径：
+
+```json
+{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
+```
+
+你会得到：
+- `session_id`：后续所有工具调用都需要带上这个 ID
+- `component_index`：所有代码组件（类、函数、接口等）的索引
+- `leaf_nodes`：依赖图中的叶节点组件 ID 列表
+- `languages`：仓库包含的编程语言
+
+**重要**：记住 `session_id`，后续每一步都需要它。
+
+### 阶段 2：模块聚类
+
+你的任务是将组件分组为逻辑模块。这是整个流程中最需要理解力的步骤。
+
+**步骤 2.1**：获取聚类规则提示词：
+
+```json
+{ "prompt_type": "cluster" }
+```
+
+**步骤 2.2**：如果组件较多（超过 50 个），用 `read_code_components` 分批阅读叶节点的源码，理解每个组件的功能和依赖关系。
+
+**步骤 2.3**：根据以下原则分组：
+- 功能内聚：关系紧密的组件放在同一个模块
+- 文件归属：同一文件或目录下的相关组件倾向同一模块
+- 模块数量：通常 3-8 个顶层模块，每个模块 5-30 个组件
+- 组件 ID 必须原样保留（含 `::` 前缀）
+
+**步骤 2.4**：保存模块树：
+
+```json
+{
+  "session_id": "<session_id>",
+  "module_tree": {
+    "模块名1": {
+      "components": ["file.py::ClassA", "file.py::func_b"],
+      "children": {}
+    },
+    "模块名2": {
+      "components": ["other.py::ClassX"],
+      "children": {}
+    }
+  }
+}
+```
+
+返回结果中会包含 `processing_order`，告诉你应该按什么顺序生成文档（叶模块优先）。
+
+### 阶段 3：逐模块生成文档
+
+按 `processing_order` 中的顺序处理每个模块，**先处理叶模块（is_leaf=true），再处理父模块**。
+
+**对于每个叶模块**：
+
+1. 获取系统提示词：
+```json
+{ "prompt_type": "system_leaf", "variables": { "module_name": "<模块名>" } }
+```
+
+2. 读取该模块所有组件的源码：
+```json
+{ "session_id": "<session_id>", "component_ids": ["<组件ID列表>"] }
+```
+
+3. 如果需要了解更多依赖组件的代码，可以用 `view_repo_file` 读取相关文件。
+
+4. 根据源码分析，撰写该模块的文档。文档应包含：
+   - 模块简介和核心功能
+   - 架构概览（用 Mermaid 图表展示组件关系）
+   - 每个核心组件的职责说明
+   - 与其他模块的关联（用 `[模块名](模块名.md)` 交叉引用）
+
+5. 写入文档文件：
+```json
+{
+  "session_id": "<session_id>",
+  "filename": "<模块名>.md",
+  "content": "<你生成的 Markdown 文档内容>"
+}
+```
+
+如果 Mermaid 校验报错，修正图表语法后用 `edit_doc_file` 修改。
+
+**对于每个父模块**（如果有的话）：
+
+1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件内容
+2. 获取总览提示词：
+```json
+{ "prompt_type": "overview_module", "variables": { "module_name": "<模块名>" } }
+```
+3. 综合子模块文档，生成父模块总览
+4. 用 `write_doc_file` 写入文档
+
+### 阶段 4：生成仓库总览
+
+所有模块文档完成后，生成最终的仓库总览：
+
+1. 获取总览提示词：
+```json
+{ "prompt_type": "overview_repo", "variables": { "repo_name": "<仓库名>" } }
+```
+
+2. 用 `view_repo_file` 阅读所有已生成的模块文档
+3. 撰写仓库级总览，包含：
+   - 项目简介
+   - 端到端架构图（Mermaid）
+   - 各模块文档的引用链接
+4. 保存为 `overview.md`：
+```json
+{
+  "session_id": "<session_id>",
+  "filename": "overview.md",
+  "content": "<总览内容>"
+}
+```
+
+### 阶段 5：清理
+
+```json
+{ "session_id": "<session_id>" }
+```
+调用 `close_session` 释放内存。
+
+## 文档质量标准
+
+- **语言**：使用中文撰写文档（除非用户指定英文）
+- **Mermaid 图表**：每个模块至少包含 1 个架构图，展示组件间关系。图表类型优先使用 `graph TD`（自上而下）或 `graph LR`（从左到右）
+- **交叉引用**：引用其他模块时用 `[模块名](模块名.md)` 格式
+- **代码示例**：对于关键函数/类，展示签名和简要用法
+- **长度**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
+
+## Mermaid 语法注意事项
+
+```mermaid
+graph TD
+    A[组件A] --> B[组件B]
+    A --> C[组件C]
+    B --> D[组件D]
+```
+
+- 节点 ID 不要用特殊字符（避免中文、空格、冒号）
+- 节点标签用方括号包裹：`A[显示文本]`
+- 子图语法：`subgraph 标题 ... end`
+- 不要用 `click`、`linkStyle` 等交互语法
+
+## 可用工具速查
+
+| 工具 | 用途 | 是否需要 LLM |
+|------|------|:---:|
+| `analyze_repo` | 分析仓库，构建依赖图 | 否 |
+| `read_code_components` | 读取指定组件的源码 | 否 |
+| `view_repo_file` | 只读浏览仓库中的文件 | 否 |
+| `write_doc_file` | 创建文档文件（含 Mermaid 校验） | 否 |
+| `edit_doc_file` | 编辑文档（替换/插入/撤销） | 否 |
+| `save_module_tree` | 保存模块聚类结果 | 否 |
+| `get_processing_order` | 获取叶优先的处理顺序 | 否 |
+| `get_prompt` | 获取各阶段的提示词模板 | 否 |
+| `close_session` | 关闭会话释放资源 | 否 |
\ No newline at end of file
diff --git a/codewiki/mcp/server.py b/codewiki/mcp/server.py
index d54539ea..20d6abb3 100644
--- a/codewiki/mcp/server.py
+++ b/codewiki/mcp/server.py
@@ -1,16 +1,27 @@
 """
 CodeWiki MCP Server.
 
-Exposes documentation generation as MCP tools:
-  - generate_docs: Generate full documentation for a repository
-  - analyze_repo: Analyze repository structure and dependencies
-  - get_module_tree: Get the module clustering for a repository
+Provides two sets of tools:
+
+**Fine-grained tools (IDE-driven, zero LLM config):**
+  - ``analyze_repo``      — Parse a repo and build a dependency graph (session-based)
+  - ``read_code_components`` — Read source code for given component IDs
+  - ``view_repo_file``    — Read-only file/directory browsing
+  - ``write_doc_file``    — Create a documentation .md file with Mermaid validation
+  - ``edit_doc_file``     — Edit a documentation file (str_replace / insert / undo)
+  - ``save_module_tree``  — Persist IDE agent's module clustering
+  - ``get_processing_order`` — Get leaf-first documentation order
+  - ``get_prompt``        — Retrieve CodeWiki's prompt templates
+  - ``close_session``     — Clean up a session
+
+**Legacy tools (require CodeWiki LLM config):**
+  - ``generate_docs``     — Full documentation generation (black-box)
+  - ``get_module_tree``   — Retrieve existing module clustering
 
 Usage:
-    # Run as standalone MCP server (stdio transport)
     python -m codewiki.mcp.server
 
-    # Or register in your MCP client config:
+    # Cursor / Claude Desktop config:
     {
         "mcpServers": {
             "codewiki": {
@@ -30,54 +41,49 @@
 
 from mcp.server import Server
 from mcp.server.stdio import stdio_server
-from mcp.types import (
-    TextContent,
-    Tool,
-)
+from mcp.types import TextContent, Tool
+
+from codewiki.mcp.session import SessionStore
 
 logger = logging.getLogger(__name__)
 
-# Create the MCP server
+# ---------------------------------------------------------------------------
+# Global session store (lives for the lifetime of the MCP server process)
+# ---------------------------------------------------------------------------
+_store = SessionStore()
+
+# ---------------------------------------------------------------------------
+# MCP Server instance
+# ---------------------------------------------------------------------------
 server = Server("codewiki")
 
 
-def _load_config():
-    """Load CodeWiki configuration from ~/.codewiki/config.json + keyring."""
-    from codewiki.cli.config_manager import ConfigManager
-    manager = ConfigManager()
-    if not manager.load():
-        raise RuntimeError(
-            "CodeWiki not configured. Run 'codewiki config set' first."
-        )
-    return manager
-
+# ===================================================================
+#  Tool definitions
+# ===================================================================
 
-@server.list_tools()
-async def list_tools() -> list[Tool]:
-    """List available CodeWiki MCP tools."""
+def _fine_grained_tools() -> list[Tool]:
+    """Return the zero-config, IDE-driven tool set."""
     return [
         Tool(
-            name="generate_docs",
+            name="analyze_repo",
             description=(
-                "Generate comprehensive AI-powered documentation for a code repository. "
-                "Analyzes dependencies, clusters modules, and generates markdown documentation."
+                "Analyze a code repository's structure, dependencies, and components "
+                "using Tree-sitter AST parsing. Returns a component index and leaf nodes. "
+                "No LLM required. This is the entry point for the wiki generation pipeline. "
+                "After calling this, use get_prompt('cluster') to learn clustering rules, "
+                "then save_module_tree to persist your grouping."
             ),
             inputSchema={
                 "type": "object",
                 "properties": {
                     "repo_path": {
                         "type": "string",
-                        "description": "Absolute path to the repository to document",
+                        "description": "Absolute path to the repository to analyze",
                     },
                     "output_dir": {
                         "type": "string",
-                        "description": "Output directory for generated docs (default: ./docs)",
-                        "default": "docs",
-                    },
-                    "doc_type": {
-                        "type": "string",
-                        "enum": ["api", "architecture", "user-guide", "developer"],
-                        "description": "Type of documentation to generate",
+                        "description": "Output directory for generated docs (default: <repo>/docs)",
                     },
                     "include_patterns": {
                         "type": "string",
@@ -92,18 +98,242 @@ async def list_tools() -> list[Tool]:
             },
         ),
         Tool(
-            name="analyze_repo",
+            name="read_code_components",
+            description=(
+                "Read the source code for a list of component IDs. "
+                "Component IDs have the form 'file_path::ComponentName'. "
+                "Returns the source code with language-aware code fences."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "component_ids": {
+                        "type": "array",
+                        "items": {"type": "string"},
+                        "description": "List of component IDs to read",
+                    },
+                },
+                "required": ["session_id", "component_ids"],
+            },
+        ),
+        Tool(
+            name="view_repo_file",
+            description=(
+                "Read-only view of a file or directory inside the analyzed repository. "
+                "Use this to explore code that isn't in the component index."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "path": {
+                        "type": "string",
+                        "description": "Relative path within the repository",
+                    },
+                    "view_range": {
+                        "type": "array",
+                        "items": {"type": "integer"},
+                        "description": "Optional [start_line, end_line] (1-indexed, -1 for end)",
+                    },
+                },
+                "required": ["session_id", "path"],
+            },
+        ),
+        Tool(
+            name="write_doc_file",
+            description=(
+                "Create a new markdown documentation file in the output directory. "
+                "Automatically validates Mermaid diagrams after writing."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Filename for the doc (e.g., 'auth_module.md')",
+                    },
+                    "content": {
+                        "type": "string",
+                        "description": "Markdown content to write",
+                    },
+                },
+                "required": ["session_id", "filename", "content"],
+            },
+        ),
+        Tool(
+            name="edit_doc_file",
+            description=(
+                "Edit an existing documentation file. Supports str_replace (find-and-replace), "
+                "insert (add text at a line), and undo (revert last edit). "
+                "Automatically validates Mermaid diagrams after editing."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Filename of the doc to edit",
+                    },
+                    "command": {
+                        "type": "string",
+                        "enum": ["str_replace", "insert", "undo"],
+                        "description": "Edit command to run",
+                    },
+                    "old_str": {
+                        "type": "string",
+                        "description": "String to find (required for str_replace)",
+                    },
+                    "new_str": {
+                        "type": "string",
+                        "description": "Replacement string (for str_replace/insert)",
+                    },
+                    "insert_line": {
+                        "type": "integer",
+                        "description": "Line number for insert (0-indexed)",
+                    },
+                },
+                "required": ["session_id", "filename", "command"],
+            },
+        ),
+        Tool(
+            name="save_module_tree",
+            description=(
+                "Save the IDE agent's module clustering result. "
+                "Accepts a JSON module tree and persists it to disk. "
+                "Returns the recommended leaf-first processing order."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "module_tree": {
+                        "type": "object",
+                        "description": (
+                            "Module tree dict. Each key is a module name with value "
+                            "{'components': [component_ids], 'children': {nested modules}}"
+                        ),
+                    },
+                },
+                "required": ["session_id", "module_tree"],
+            },
+        ),
+        Tool(
+            name="get_processing_order",
+            description=(
+                "Get the leaf-first processing order for documentation generation. "
+                "Process leaf modules (is_leaf=true) before parent modules."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                },
+                "required": ["session_id"],
+            },
+        ),
+        Tool(
+            name="get_prompt",
             description=(
-                "Analyze a repository's structure, dependencies, and component hierarchy "
-                "without generating full documentation. Returns file counts, languages, "
-                "and dependency information."
+                "Retrieve CodeWiki's prompt templates for each pipeline stage. "
+                "Available types: cluster, system_complex, system_leaf, user, "
+                "overview_module, overview_repo. Optionally pass variables to "
+                "fill in template placeholders."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "prompt_type": {
+                        "type": "string",
+                        "enum": [
+                            "cluster",
+                            "system_complex",
+                            "system_leaf",
+                            "user",
+                            "overview_module",
+                            "overview_repo",
+                        ],
+                        "description": "Which prompt template to retrieve",
+                    },
+                    "variables": {
+                        "type": "object",
+                        "description": "Optional template variables to fill in",
+                    },
+                },
+                "required": ["prompt_type"],
+            },
+        ),
+        Tool(
+            name="close_session",
+            description="Close and clean up an analysis session to free memory.",
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID to close",
+                    },
+                },
+                "required": ["session_id"],
+            },
+        ),
+    ]
+
+
+def _legacy_tools() -> list[Tool]:
+    """Return the legacy tools that require CodeWiki LLM configuration."""
+    return [
+        Tool(
+            name="generate_docs",
+            description=(
+                "[LEGACY — requires 'codewiki config set' first] "
+                "Generate full documentation for a repository in one shot. "
+                "For IDE-driven generation, use the fine-grained tools instead."
             ),
             inputSchema={
                 "type": "object",
                 "properties": {
                     "repo_path": {
                         "type": "string",
-                        "description": "Absolute path to the repository to analyze",
+                        "description": "Absolute path to the repository to document",
+                    },
+                    "output_dir": {
+                        "type": "string",
+                        "description": "Output directory for generated docs (default: ./docs)",
+                        "default": "docs",
+                    },
+                    "doc_type": {
+                        "type": "string",
+                        "enum": ["api", "architecture", "user-guide", "developer"],
+                        "description": "Type of documentation to generate",
+                    },
+                    "include_patterns": {
+                        "type": "string",
+                        "description": "Comma-separated file patterns to include",
+                    },
+                    "exclude_patterns": {
+                        "type": "string",
+                        "description": "Comma-separated patterns to exclude",
                     },
                 },
                 "required": ["repo_path"],
@@ -111,10 +341,7 @@ async def list_tools() -> list[Tool]:
         ),
         Tool(
             name="get_module_tree",
-            description=(
-                "Get the module clustering tree for a repository. "
-                "Shows how source files are grouped into logical modules."
-            ),
+            description="Get the existing module clustering tree for a repository.",
             inputSchema={
                 "type": "object",
                 "properties": {
@@ -134,32 +361,101 @@ async def list_tools() -> list[Tool]:
     ]
 
 
+# ===================================================================
+#  Tool dispatch
+# ===================================================================
+
+@server.list_tools()
+async def list_tools() -> list[Tool]:
+    """List all available CodeWiki MCP tools."""
+    return _fine_grained_tools() + _legacy_tools()
+
+
 @server.call_tool()
 async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:
-    """Handle MCP tool calls."""
+    """Route tool calls to the appropriate handler."""
     try:
-        if name == "generate_docs":
-            return await _handle_generate_docs(arguments)
-        elif name == "analyze_repo":
-            return await _handle_analyze_repo(arguments)
+        # --- Fine-grained tools (no LLM config needed) ---
+        if name == "analyze_repo":
+            from codewiki.mcp.tools.analysis import handle_analyze_repo
+            return [_text(handle_analyze_repo(arguments, _store))]
+
+        elif name == "read_code_components":
+            from codewiki.mcp.tools.code_reader import handle_read_code_components
+            return [_text(handle_read_code_components(arguments, _store))]
+
+        elif name == "view_repo_file":
+            from codewiki.mcp.tools.code_reader import handle_view_repo_file
+            return [_text(handle_view_repo_file(arguments, _store))]
+
+        elif name == "write_doc_file":
+            from codewiki.mcp.tools.doc_writer import handle_write_doc_file
+            result = await handle_write_doc_file(arguments, _store)
+            return [_text(result)]
+
+        elif name == "edit_doc_file":
+            from codewiki.mcp.tools.doc_writer import handle_edit_doc_file
+            result = await handle_edit_doc_file(arguments, _store)
+            return [_text(result)]
+
+        elif name == "save_module_tree":
+            from codewiki.mcp.tools.module_tree import handle_save_module_tree
+            return [_text(handle_save_module_tree(arguments, _store))]
+
+        elif name == "get_processing_order":
+            from codewiki.mcp.tools.module_tree import handle_get_processing_order
+            return [_text(handle_get_processing_order(arguments, _store))]
+
+        elif name == "get_prompt":
+            from codewiki.mcp.tools.prompt_server import handle_get_prompt
+            return [_text(handle_get_prompt(arguments, _store))]
+
+        elif name == "close_session":
+            sid = arguments["session_id"]
+            removed = _store.remove(sid)
+            return [_text(json.dumps({
+                "status": "closed" if removed else "not_found",
+                "session_id": sid,
+            }))]
+
+        # --- Legacy tools (require CodeWiki LLM config) ---
+        elif name == "generate_docs":
+            return await _legacy_generate_docs(arguments)
+
         elif name == "get_module_tree":
-            return await _handle_get_module_tree(arguments)
+            return await _legacy_get_module_tree(arguments)
+
         else:
-            return [TextContent(type="text", text=f"Unknown tool: {name}")]
+            return [_text(json.dumps({"error": f"Unknown tool: {name}"}))]
+
     except Exception as e:
         logger.error("Tool %s failed: %s", name, e, exc_info=True)
-        return [TextContent(type="text", text=f"Error: {e}")]
+        return [_text(json.dumps({"error": str(e)}))]
+
+
+# ===================================================================
+#  Legacy tool handlers (require _load_config)
+# ===================================================================
+
+def _load_config():
+    """Load CodeWiki configuration from ~/.codewiki/config.json + keyring."""
+    from codewiki.cli.config_manager import ConfigManager
+    manager = ConfigManager()
+    if not manager.load():
+        raise RuntimeError(
+            "CodeWiki not configured. Run 'codewiki config set' first."
+        )
+    return manager
 
 
-async def _handle_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
-    """Handle generate_docs tool call."""
+async def _legacy_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
+    """Legacy generate_docs — requires CodeWiki LLM configuration."""
     repo_path = Path(arguments["repo_path"]).expanduser().resolve()
     output_dir = Path(arguments.get("output_dir", "docs")).expanduser().resolve()
 
     if not repo_path.exists():
-        return [TextContent(type="text", text=f"Repository not found: {repo_path}")]
+        return [_text(json.dumps({"error": f"Repository not found: {repo_path}"}))]
 
-    # Load config
     manager = _load_config()
     config = manager.get_config()
     api_key = manager.get_api_key()
@@ -167,9 +463,8 @@ async def _handle_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
     from codewiki.src.be.backend import is_caw_provider
     caw_mode = bool(config) and is_caw_provider(getattr(config, "provider", ""))
     if not api_key and not caw_mode:
-        return [TextContent(type="text", text="API key not configured. Run 'codewiki config set --api-key <key>'")]
+        return [_text(json.dumps({"error": "API key not configured. Run 'codewiki config set --api-key <key>'"}))]
 
-    # Build agent instructions from arguments
     agent_instructions = {}
     if arguments.get("doc_type"):
         agent_instructions["doc_type"] = arguments["doc_type"]
@@ -197,11 +492,8 @@ async def _handle_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
 
     from codewiki.src.be.documentation_generator import DocumentationGenerator
     doc_gen = DocumentationGenerator(backend_config)
-
-    # Run generation
     await doc_gen.run()
 
-    # Collect results
     generated_files = []
     for f in output_dir.iterdir():
         if f.suffix in (".md", ".json", ".html"):
@@ -213,74 +505,23 @@ async def _handle_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
         "files_generated": sorted(generated_files),
         "file_count": len(generated_files),
     }
-    return [TextContent(type="text", text=json.dumps(result, indent=2))]
+    return [_text(json.dumps(result, indent=2))]
 
 
-async def _handle_analyze_repo(arguments: dict[str, Any]) -> list[TextContent]:
-    """Handle analyze_repo tool call — lightweight dependency analysis only."""
-    repo_path = Path(arguments["repo_path"]).expanduser().resolve()
-
-    if not repo_path.exists():
-        return [TextContent(type="text", text=f"Repository not found: {repo_path}")]
-
-    manager = _load_config()
-    config = manager.get_config()
-    api_key = manager.get_api_key()
-
-    from codewiki.src.config import Config as BackendConfig, set_cli_context
-    set_cli_context(True)
-
-    # Create a minimal backend config (no LLM calls needed for analysis)
-    backend_config = BackendConfig.from_cli(
-        repo_path=str(repo_path),
-        output_dir=str(repo_path / ".codewiki_temp"),
-        llm_base_url=config.base_url or "http://localhost",
-        llm_api_key=api_key or "not-needed",
-        main_model=config.main_model or "unused",
-        cluster_model=config.cluster_model or "unused",
-        fallback_model=config.fallback_model or "unused",
-    )
-
-    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder
-    graph_builder = DependencyGraphBuilder(backend_config)
-    components, leaf_nodes = graph_builder.build_dependency_graph()
-
-    # Aggregate statistics
-    languages = {}
-    files = set()
-    for comp in components.values():
-        lang = getattr(comp, "language", "unknown")
-        languages[lang] = languages.get(lang, 0) + 1
-        files.add(getattr(comp, "relative_path", ""))
-
-    result = {
-        "status": "success",
-        "repo_path": str(repo_path),
-        "total_components": len(components),
-        "total_files": len(files),
-        "leaf_nodes": len(leaf_nodes),
-        "languages": languages,
-        "sample_components": sorted(list(components.keys()))[:20],
-    }
-    return [TextContent(type="text", text=json.dumps(result, indent=2))]
-
-
-async def _handle_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:
-    """Handle get_module_tree tool call — returns existing module tree."""
+async def _legacy_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:
+    """Legacy get_module_tree."""
     repo_path = Path(arguments["repo_path"]).expanduser().resolve()
     output_dir = Path(arguments.get("output_dir", "docs")).expanduser().resolve()
 
     module_tree_path = output_dir / "module_tree.json"
     if not module_tree_path.exists():
-        return [TextContent(
-            type="text",
-            text=f"Module tree not found at {module_tree_path}. Run 'codewiki generate' first."
-        )]
+        return [_text(json.dumps({
+            "error": f"Module tree not found at {module_tree_path}. Run 'codewiki generate' first."
+        }))]
 
     module_tree = json.loads(module_tree_path.read_text())
 
     def _summarize_tree(tree, depth=0):
-        """Create a readable summary of the module tree."""
         lines = []
         for name, info in tree.items():
             indent = "  " * depth
@@ -299,13 +540,29 @@ def _summarize_tree(tree, depth=0):
         "total_modules": len(module_tree),
         "tree_summary": summary,
     }
-    return [TextContent(type="text", text=json.dumps(result, indent=2))]
+    return [_text(json.dumps(result, indent=2))]
+
+
+# ===================================================================
+#  Helpers
+# ===================================================================
 
+def _text(content: str) -> TextContent:
+    return TextContent(type="text", text=content)
+
+
+# ===================================================================
+#  Entry point
+# ===================================================================
 
 async def main():
     """Run the MCP server with stdio transport."""
     async with stdio_server() as (read_stream, write_stream):
-        await server.run(read_stream, write_stream, server.create_initialization_options())
+        await server.run(
+            read_stream,
+            write_stream,
+            server.create_initialization_options(),
+        )
 
 
 if __name__ == "__main__":
diff --git a/codewiki/mcp/session.py b/codewiki/mcp/session.py
new file mode 100644
index 00000000..ca7d8f53
--- /dev/null
+++ b/codewiki/mcp/session.py
@@ -0,0 +1,92 @@
+"""Session state management for the CodeWiki MCP Server.
+
+Each ``analyze_repo`` call creates a new session that caches the analysis
+results (components, leaf nodes, etc.) in memory.  Subsequent tool calls
+reference the session by ``session_id`` to read code, write docs, and
+manage the module tree without re-parsing the repository.
+"""
+
+from __future__ import annotations
+
+import time
+import uuid
+from dataclasses import dataclass, field
+from pathlib import Path
+from typing import Any, Dict, List, Optional
+
+from codewiki.src.be.dependency_analyzer.models.core import Node
+
+
+# Sessions auto-expire after this many seconds of inactivity.
+_SESSION_TTL_SECONDS = 2 * 60 * 60  # 2 hours
+
+
+@dataclass
+class SessionState:
+    """Mutable state shared across all MCP tool calls within a session."""
+
+    session_id: str
+    repo_path: str
+    output_dir: str
+    components: Dict[str, Node]
+    leaf_nodes: List[str]
+    module_tree: Dict[str, Any] = field(default_factory=dict)
+    registry: Dict[str, Any] = field(default_factory=dict)
+    created_at: float = field(default_factory=time.time)
+    last_accessed: float = field(default_factory=time.time)
+
+    def touch(self) -> None:
+        """Update the last-accessed timestamp."""
+        self.last_accessed = time.time()
+
+    @property
+    def is_expired(self) -> bool:
+        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS
+
+
+class SessionStore:
+    """In-memory store for all active MCP sessions."""
+
+    def __init__(self) -> None:
+        self._sessions: Dict[str, SessionState] = {}
+
+    def create(
+        self,
+        repo_path: str,
+        output_dir: str,
+        components: Dict[str, Node],
+        leaf_nodes: List[str],
+    ) -> SessionState:
+        """Create a new session and return it."""
+        session_id = uuid.uuid4().hex[:12]
+        state = SessionState(
+            session_id=session_id,
+            repo_path=repo_path,
+            output_dir=output_dir,
+            components=components,
+            leaf_nodes=leaf_nodes,
+        )
+        self._sessions[session_id] = state
+        self._purge_expired()
+        return state
+
+    def get(self, session_id: str) -> Optional[SessionState]:
+        """Return the session or ``None`` if not found / expired."""
+        state = self._sessions.get(session_id)
+        if state is None:
+            return None
+        if state.is_expired:
+            del self._sessions[session_id]
+            return None
+        state.touch()
+        return state
+
+    def remove(self, session_id: str) -> bool:
+        """Remove a session.  Returns True if it existed."""
+        return self._sessions.pop(session_id, None) is not None
+
+    def _purge_expired(self) -> None:
+        """Remove all expired sessions."""
+        expired = [sid for sid, s in self._sessions.items() if s.is_expired]
+        for sid in expired:
+            del self._sessions[sid]
diff --git a/codewiki/mcp/tools/__init__.py b/codewiki/mcp/tools/__init__.py
new file mode 100644
index 00000000..62ea687d
--- /dev/null
+++ b/codewiki/mcp/tools/__init__.py
@@ -0,0 +1,6 @@
+"""CodeWiki MCP Tools package.
+
+Each module in this package implements one or more MCP tools that operate
+on a :class:`~codewiki.mcp.session.SessionState`.  The tools are registered
+by the MCP server in ``codewiki/mcp/server.py``.
+"""
diff --git a/codewiki/mcp/tools/analysis.py b/codewiki/mcp/tools/analysis.py
new file mode 100644
index 00000000..41c8db90
--- /dev/null
+++ b/codewiki/mcp/tools/analysis.py
@@ -0,0 +1,112 @@
+"""MCP tool: analyze_repo — parse a repository and build the dependency graph.
+
+This is the entry-point tool for the IDE-driven wiki generation pipeline.
+It runs CodeWiki's Tree-sitter-based dependency analyzer (no LLM needed),
+caches the results in a new session, and returns a component index the IDE
+agent can use for clustering and documentation.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+from pathlib import Path
+from typing import Any, Dict, List, Tuple
+
+from codewiki.mcp.session import SessionState, SessionStore
+
+logger = logging.getLogger(__name__)
+
+
+def _build_component_index(components: Dict[str, Any], max_items: int = 500) -> Tuple[list, bool]:
+    """Build a lightweight component index for the MCP response.
+
+    Returns (index_list, truncated) where *truncated* is True when the
+    index was capped at *max_items*.
+    """
+    index: list[dict] = []
+    for comp_id, node in list(components.items())[:max_items]:
+        index.append({
+            "id": comp_id,
+            "type": getattr(node, "component_type", "unknown"),
+            "file": getattr(node, "relative_path", ""),
+            "depends_on": list(getattr(node, "depends_on", []))[:20],
+        })
+    return index, len(components) > max_items
+
+
+def handle_analyze_repo(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Run the dependency analysis and return the session + component index."""
+    repo_path = Path(arguments["repo_path"]).expanduser().resolve()
+    if not repo_path.exists():
+        return json.dumps({"error": f"Repository not found: {repo_path}"})
+
+    output_dir = Path(arguments.get("output_dir", str(repo_path / "docs"))).expanduser().resolve()
+    output_dir.mkdir(parents=True, exist_ok=True)
+
+    # Build a minimal Config for the dependency analyzer (no LLM fields used)
+    from codewiki.src.config import Config
+    config = Config(
+        repo_path=str(repo_path),
+        output_dir=str(output_dir / "temp"),
+        dependency_graph_dir=str(output_dir / "temp" / "dependency_graphs"),
+        docs_dir=str(output_dir),
+        max_depth=2,
+        llm_base_url="not-needed",
+        llm_api_key="not-needed",
+        main_model="unused",
+        cluster_model="unused",
+    )
+
+    # Apply optional include/exclude patterns
+    include = arguments.get("include_patterns")
+    exclude = arguments.get("exclude_patterns")
+    if include or exclude:
+        agent_instructions: Dict[str, Any] = {}
+        if include:
+            agent_instructions["include_patterns"] = [p.strip() for p in include.split(",")]
+        if exclude:
+            agent_instructions["exclude_patterns"] = [p.strip() for p in exclude.split(",")]
+        config.agent_instructions = agent_instructions
+
+    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder
+    builder = DependencyGraphBuilder(config)
+    components, leaf_nodes = builder.build_dependency_graph()
+
+    session = store.create(
+        repo_path=str(repo_path),
+        output_dir=str(output_dir),
+        components=components,
+        leaf_nodes=leaf_nodes,
+    )
+
+    index, truncated = _build_component_index(components)
+
+    # Language stats
+    languages: Dict[str, int] = {}
+    for node in components.values():
+        lang = getattr(node, "language", "unknown")
+        languages[lang] = languages.get(lang, 0) + 1
+
+    result = {
+        "session_id": session.session_id,
+        "repo_name": repo_path.name,
+        "repo_path": str(repo_path),
+        "output_dir": str(output_dir),
+        "languages": languages,
+        "total_components": len(components),
+        "total_leaf_nodes": len(leaf_nodes),
+        "leaf_nodes": leaf_nodes[:100],
+        "component_index": index,
+        "component_index_truncated": truncated,
+        "hint": (
+            "Use read_code_components(session_id, component_ids) to read source code. "
+            "Use save_module_tree(session_id, module_tree) after clustering. "
+            "Call get_prompt('cluster') for clustering rules."
+        ),
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/tools/code_reader.py b/codewiki/mcp/tools/code_reader.py
new file mode 100644
index 00000000..5bce49bd
--- /dev/null
+++ b/codewiki/mcp/tools/code_reader.py
@@ -0,0 +1,107 @@
+"""MCP tools: read_code_components + view_repo_file.
+
+These are read-only tools that let the IDE agent explore source code
+within the analyzed repository.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+import subprocess
+from pathlib import Path
+from typing import Any, Dict, List, Optional
+
+from codewiki.mcp.session import SessionState, SessionStore
+
+logger = logging.getLogger(__name__)
+
+# Truncation guard for very large responses
+_MAX_RESPONSE_LEN = 32000
+
+
+def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:
+    if len(text) <= limit:
+        return text
+    return text[:limit] + "\n\n<response clipped — use view_repo_file with view_range to read more>"
+
+
+def handle_read_code_components(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Return the source code for a list of component IDs."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    component_ids: List[str] = arguments["component_ids"]
+    components = session.components
+
+    results = []
+    for cid in component_ids:
+        node = components.get(cid)
+        if node is None:
+            results.append(f"# Component {cid} not found\n")
+        else:
+            lang = getattr(node, "language", "")
+            fence = lang if lang else ""
+            code = getattr(node, "source_code", "").strip()
+            results.append(f"## {cid} ({getattr(node, 'component_type', '')})\n```{fence}\n{code}\n```\n")
+
+    output = "\n".join(results)
+    return _maybe_truncate(output)
+
+
+def handle_view_repo_file(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Read-only view of a file or directory inside the repository."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    rel_path = arguments["path"]
+    abs_path = Path(session.repo_path) / rel_path
+
+    if not abs_path.exists():
+        return json.dumps({"error": f"Path not found: {rel_path}"})
+
+    # Directory listing
+    if abs_path.is_dir():
+        out = subprocess.run(
+            rf"find {abs_path} -maxdepth 2 -not -path '*/\.*'",
+            shell=True,
+            capture_output=True,
+        )
+        listing = out.stdout.decode("utf-8", errors="replace")
+        listing = listing.replace(str(abs_path), rel_path)
+        return f"Directory listing for {rel_path}:\n{listing}"
+
+    # File view
+    try:
+        content = abs_path.read_text(encoding="utf-8", errors="replace")
+    except Exception as e:
+        return json.dumps({"error": f"Cannot read file: {e}"})
+
+    view_range = arguments.get("view_range")
+    lines = content.split("\n")
+
+    if view_range:
+        if len(view_range) != 2:
+            return json.dumps({"error": "view_range must be [start, end]"})
+        start, end = view_range
+        start = max(1, min(start, len(lines)))
+        if end == -1:
+            end = len(lines)
+        end = max(start, min(end, len(lines)))
+        selected = lines[start - 1 : end]
+        numbered = "\n".join(f"{i + start:6}\t{line}" for i, line in enumerate(selected))
+        return f"File: {rel_path} (lines {start}-{end})\n{numbered}"
+
+    numbered = "\n".join(f"{i + 1:6}\t{line}" for i, line in enumerate(lines))
+    return _maybe_truncate(f"File: {rel_path} ({len(lines)} lines)\n{numbered}")
diff --git a/codewiki/mcp/tools/doc_writer.py b/codewiki/mcp/tools/doc_writer.py
new file mode 100644
index 00000000..ce5f35db
--- /dev/null
+++ b/codewiki/mcp/tools/doc_writer.py
@@ -0,0 +1,167 @@
+"""MCP tools: write_doc_file + edit_doc_file.
+
+These tools create and edit markdown documentation files in the output
+directory, with automatic Mermaid diagram validation after every write.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import json
+import logging
+import os
+from pathlib import Path
+from typing import Any, Dict, Optional
+
+from codewiki.mcp.session import SessionState, SessionStore
+
+logger = logging.getLogger(__name__)
+
+
+async def _validate_mermaid(file_path: str, relative_path: str) -> str:
+    """Run Mermaid validation and return the result string."""
+    try:
+        from codewiki.src.be.utils import validate_mermaid_diagrams
+        return await validate_mermaid_diagrams(file_path, relative_path)
+    except Exception as e:
+        return f"Mermaid validation skipped: {e}"
+
+
+def _ensure_parent_dirs(path: Path) -> None:
+    """Create parent directories if they don't exist."""
+    path.parent.mkdir(parents=True, exist_ok=True)
+
+
+async def handle_write_doc_file(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Create a new documentation file in the output directory."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    filename = arguments["filename"]
+    if not filename.endswith(".md"):
+        filename += ".md"
+    content = arguments["content"]
+
+    doc_path = Path(session.output_dir) / filename
+    _ensure_parent_dirs(doc_path)
+
+    if doc_path.exists():
+        return json.dumps({
+            "error": f"File already exists: {filename}. Use edit_doc_file to modify it."
+        })
+
+    doc_path.write_text(content, encoding="utf-8")
+
+    # Mermaid validation
+    mermaid_result = await _validate_mermaid(str(doc_path), filename)
+
+    result = {
+        "status": "created",
+        "path": str(doc_path),
+        "filename": filename,
+        "lines": content.count("\n") + 1,
+        "mermaid_validation": mermaid_result,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
+
+
+async def handle_edit_doc_file(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Edit an existing documentation file (str_replace, insert, or undo)."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    filename = arguments["filename"]
+    if not filename.endswith(".md"):
+        filename += ".md"
+
+    doc_path = Path(session.output_dir) / filename
+    command = arguments["command"]
+
+    if command == "undo":
+        # Undo via registry history
+        history_key = str(doc_path)
+        history = session.registry.get("file_history", "{}")
+        file_history = json.loads(history) if isinstance(history, str) else history
+        path_history = file_history.get(history_key, [])
+        if not path_history:
+            return json.dumps({"error": f"No edit history found for {filename}."})
+        old_content = path_history.pop()
+        file_history[history_key] = path_history
+        session.registry["file_history"] = json.dumps(file_history)
+        doc_path.write_text(old_content, encoding="utf-8")
+        return json.dumps({"status": "undone", "filename": filename})
+
+    if not doc_path.exists():
+        return json.dumps({"error": f"File not found: {filename}. Use write_doc_file to create it."})
+
+    # Save current content to history before editing
+    current_content = doc_path.read_text(encoding="utf-8")
+    history_key = str(doc_path)
+    history = session.registry.get("file_history", "{}")
+    file_history = json.loads(history) if isinstance(history, str) else history
+    file_history.setdefault(history_key, []).append(current_content)
+    session.registry["file_history"] = json.dumps(file_history)
+
+    if command == "str_replace":
+        old_str = arguments.get("old_str")
+        new_str = arguments.get("new_str", "")
+        if old_str is None:
+            return json.dumps({"error": "old_str is required for str_replace."})
+
+        occurrences = current_content.count(old_str)
+        if occurrences == 0:
+            return json.dumps({"error": f"old_str not found in {filename}."})
+        if occurrences > 1:
+            return json.dumps({"error": f"old_str appears {occurrences} times in {filename}. Make it unique."})
+
+        new_content = current_content.replace(old_str, new_str, 1)
+        doc_path.write_text(new_content, encoding="utf-8")
+
+        # Snippet around the edit
+        replacement_line = current_content.split(old_str)[0].count("\n")
+        lines = new_content.split("\n")
+        start = max(0, replacement_line - 4)
+        end = min(len(lines), replacement_line + new_str.count("\n") + 5)
+        snippet = "\n".join(f"{i + start + 1:6}\t{lines[i]}" for i in range(start, end))
+
+    elif command == "insert":
+        insert_line = arguments.get("insert_line", 0)
+        new_str = arguments.get("new_str", "")
+        if not new_str:
+            return json.dumps({"error": "new_str is required for insert."})
+
+        lines = current_content.split("\n")
+        insert_line = max(0, min(insert_line, len(lines)))
+        new_str_lines = new_str.split("\n")
+        lines = lines[:insert_line] + new_str_lines + lines[insert_line:]
+        new_content = "\n".join(lines)
+        doc_path.write_text(new_content, encoding="utf-8")
+
+        start = max(0, insert_line - 4)
+        end = min(len(lines), insert_line + len(new_str_lines) + 4)
+        snippet = "\n".join(f"{i + start + 1:6}\t{lines[i]}" for i in range(start, end))
+
+    else:
+        return json.dumps({"error": f"Unknown command: {command}. Use str_replace, insert, or undo."})
+
+    # Mermaid validation
+    mermaid_result = await _validate_mermaid(str(doc_path), filename)
+
+    result = {
+        "status": "edited",
+        "command": command,
+        "filename": filename,
+        "snippet": snippet,
+        "mermaid_validation": mermaid_result,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/tools/module_tree.py b/codewiki/mcp/tools/module_tree.py
new file mode 100644
index 00000000..8d7fa3a1
--- /dev/null
+++ b/codewiki/mcp/tools/module_tree.py
@@ -0,0 +1,133 @@
+"""MCP tools: save_module_tree + get_processing_order.
+
+The IDE agent decides how to group components into modules (clustering)
+using its own LLM.  These tools persist that decision and compute the
+leaf-first processing order for documentation generation.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+from pathlib import Path
+from typing import Any, Dict, List, Tuple
+
+from codewiki.mcp.session import SessionState, SessionStore
+from codewiki.src.config import FIRST_MODULE_TREE_FILENAME, MODULE_TREE_FILENAME
+
+logger = logging.getLogger(__name__)
+
+
+def _get_processing_order(module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[Dict[str, Any]]:
+    """Compute leaf-first processing order from a module tree.
+
+    Returns a list of dicts with module path, name, leaf status, and
+    component/children info.
+    """
+    order: List[Dict[str, Any]] = []
+
+    def _collect(tree: Dict[str, Any], path: List[str]) -> None:
+        for module_name, module_info in tree.items():
+            current_path = path + [module_name]
+            children = module_info.get("children", {})
+            has_children = isinstance(children, dict) and len(children) > 0
+
+            if has_children:
+                _collect(children, current_path)
+                order.append({
+                    "module": module_name,
+                    "path": current_path,
+                    "is_leaf": False,
+                    "children": list(children.keys()),
+                    "components": module_info.get("components", []),
+                })
+            else:
+                order.append({
+                    "module": module_name,
+                    "path": current_path,
+                    "is_leaf": True,
+                    "components": module_info.get("components", []),
+                })
+
+    _collect(module_tree, parent_path)
+    return order
+
+
+def handle_save_module_tree(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Persist the IDE agent's clustering result as the module tree."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    module_tree = arguments["module_tree"]
+    output_dir = session.output_dir
+
+    # Save both immutable snapshot and mutable working copy
+    first_path = os.path.join(output_dir, FIRST_MODULE_TREE_FILENAME)
+    working_path = os.path.join(output_dir, MODULE_TREE_FILENAME)
+
+    os.makedirs(output_dir, exist_ok=True)
+
+    with open(first_path, "w", encoding="utf-8") as f:
+        json.dump(module_tree, f, indent=2, ensure_ascii=False)
+    with open(working_path, "w", encoding="utf-8") as f:
+        json.dump(module_tree, f, indent=2, ensure_ascii=False)
+
+    # Cache in session
+    session.module_tree = module_tree
+
+    # Compute processing order
+    order = _get_processing_order(module_tree)
+
+    result = {
+        "status": "saved",
+        "module_count": len(module_tree),
+        "processing_order": order,
+        "tree_path": working_path,
+        "first_tree_path": first_path,
+        "hint": (
+            "Use get_processing_order(session_id) to retrieve this order again. "
+            "Process leaf modules first (is_leaf=true), then parent modules. "
+            "For each leaf module: get_prompt('system_leaf') + read_code_components + write_doc_file. "
+            "For each parent module: get_prompt('overview_module') + write_doc_file."
+        ),
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
+
+
+def handle_get_processing_order(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Return the leaf-first processing order for the saved module tree."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    # Try session cache first, then disk
+    module_tree = session.module_tree
+    if not module_tree:
+        tree_path = os.path.join(session.output_dir, MODULE_TREE_FILENAME)
+        if os.path.exists(tree_path):
+            with open(tree_path, encoding="utf-8") as f:
+                module_tree = json.load(f)
+            session.module_tree = module_tree
+        else:
+            return json.dumps({
+                "error": "Module tree not found. Call save_module_tree first."
+            })
+
+    order = _get_processing_order(module_tree)
+
+    result = {
+        "session_id": session_id,
+        "module_count": len(module_tree),
+        "order": order,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/tools/prompt_server.py b/codewiki/mcp/tools/prompt_server.py
new file mode 100644
index 00000000..04fe2347
--- /dev/null
+++ b/codewiki/mcp/tools/prompt_server.py
@@ -0,0 +1,176 @@
+"""MCP tool: get_prompt — serve CodeWiki's prompt templates to the IDE agent.
+
+CodeWiki ships with carefully designed prompt templates for each stage of
+the wiki generation pipeline.  This tool lets the IDE agent retrieve them
+(with optional variable substitution) so it can follow the same proven
+methodology without needing its own copy of the prompts.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+from typing import Any, Dict, Optional
+
+from codewiki.mcp.session import SessionStore
+from codewiki.src.be.prompt_template import (
+    CLUSTER_REPO_PROMPT,
+    CLUSTER_MODULE_PROMPT,
+    SYSTEM_PROMPT,
+    LEAF_SYSTEM_PROMPT,
+    USER_PROMPT,
+    REPO_OVERVIEW_PROMPT,
+    MODULE_OVERVIEW_PROMPT,
+    format_system_prompt,
+    format_leaf_system_prompt,
+    format_cluster_prompt,
+    format_user_prompt,
+)
+
+logger = logging.getLogger(__name__)
+
+
+# Prompt catalog: maps prompt_type to (raw_template, usage_hint, variables_doc)
+_PROMPT_CATALOG: Dict[str, Dict[str, str]] = {
+    "cluster": {
+        "description": "Prompt for grouping components into modules. The LLM receives a component list and returns a JSON module tree.",
+        "usage_hint": (
+            "Use this prompt to cluster components into logical modules. "
+            "The response should contain <GROUPED_COMPONENTS> JSON. "
+            "Pass the component list from analyze_repo's component_index."
+        ),
+    },
+    "system_complex": {
+        "description": "System prompt for documenting a complex (multi-file, parent) module. Includes sub-module delegation instructions.",
+        "usage_hint": (
+            "Use as the system prompt when generating docs for a parent module. "
+            "The agent should create {module_name}.md with architecture overview "
+            "and cross-references to sub-module docs."
+        ),
+    },
+    "system_leaf": {
+        "description": "System prompt for documenting a leaf (single-file or simple) module.",
+        "usage_hint": (
+            "Use as the system prompt when generating docs for a leaf module. "
+            "The agent should create {module_name}.md with detailed documentation "
+            "including Mermaid diagrams."
+        ),
+    },
+    "user": {
+        "description": "User prompt template that provides the module tree and core component source code.",
+        "usage_hint": (
+            "Use as the user/assistant prompt alongside system_leaf or system_complex. "
+            "It provides the module tree context and the actual source code of core components."
+        ),
+    },
+    "overview_module": {
+        "description": "Prompt for generating a parent module overview from its children's documentation.",
+        "usage_hint": (
+            "Use this after all child modules are documented. "
+            "Provide the module tree with children's docs embedded. "
+            "The response should be wrapped in <OVERVIEW> tags."
+        ),
+    },
+    "overview_repo": {
+        "description": "Prompt for generating the final repository overview.",
+        "usage_hint": (
+            "Use this as the LAST step after all modules are documented. "
+            "Provide the full module tree with child docs. "
+            "Save the result as overview.md."
+        ),
+    },
+}
+
+
+def handle_get_prompt(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Return a prompt template, optionally with variables filled in."""
+    prompt_type = arguments["prompt_type"]
+    variables = arguments.get("variables", {})
+
+    if prompt_type not in _PROMPT_CATALOG:
+        available = list(_PROMPT_CATALOG.keys())
+        return json.dumps({
+            "error": f"Unknown prompt_type: {prompt_type}",
+            "available_types": available,
+        })
+
+    catalog_entry = _PROMPT_CATALOG[prompt_type]
+
+    # Resolve the prompt content
+    content = _resolve_prompt(prompt_type, variables)
+
+    result = {
+        "prompt_type": prompt_type,
+        "description": catalog_entry["description"],
+        "usage_hint": catalog_entry["usage_hint"],
+        "content": content,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
+
+
+def _resolve_prompt(prompt_type: str, variables: Dict[str, Any]) -> str:
+    """Resolve a prompt template with optional variable substitution."""
+
+    if prompt_type == "cluster":
+        potential_core_components = variables.get("potential_core_components", "<POTENTIAL_CORE_COMPONENTS placeholder>")
+        module_tree = variables.get("module_tree", {})
+        module_name = variables.get("module_name", None)
+        return format_cluster_prompt(
+            potential_core_components=potential_core_components,
+            module_tree=module_tree,
+            module_name=module_name,
+        )
+
+    elif prompt_type == "system_complex":
+        module_name = variables.get("module_name", "MODULE_NAME")
+        custom_instructions = variables.get("custom_instructions", None)
+        return format_system_prompt(module_name, custom_instructions)
+
+    elif prompt_type == "system_leaf":
+        module_name = variables.get("module_name", "MODULE_NAME")
+        custom_instructions = variables.get("custom_instructions", None)
+        return format_leaf_system_prompt(module_name, custom_instructions)
+
+    elif prompt_type == "user":
+        # If full variables are provided, use the full formatter
+        session_id = variables.get("session_id")
+        module_name = variables.get("module_name", "MODULE_NAME")
+        core_component_ids = variables.get("core_component_ids", [])
+        module_tree = variables.get("module_tree", {})
+
+        if session_id and core_component_ids:
+            # Try to resolve from session
+            from codewiki.mcp.session import SessionStore
+            # We can't easily access the store here, so fall back to template
+            pass
+
+        # Return the template with placeholders filled as possible
+        return USER_PROMPT.format(
+            module_name=module_name,
+            module_tree=json.dumps(module_tree, indent=2) if module_tree else "<MODULE_TREE placeholder>",
+            formatted_core_component_codes=variables.get(
+                "formatted_core_component_codes",
+                "<CORE_COMPONENT_CODES placeholder — use read_code_components to get source code>"
+            ),
+        )
+
+    elif prompt_type == "overview_module":
+        module_name = variables.get("module_name", "MODULE_NAME")
+        repo_structure = variables.get("repo_structure", "<REPO_STRUCTURE placeholder>")
+        return MODULE_OVERVIEW_PROMPT.format(
+            module_name=module_name,
+            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),
+        )
+
+    elif prompt_type == "overview_repo":
+        repo_name = variables.get("repo_name", "REPO_NAME")
+        repo_structure = variables.get("repo_structure", "<REPO_STRUCTURE placeholder>")
+        return REPO_OVERVIEW_PROMPT.format(
+            repo_name=repo_name,
+            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),
+        )
+
+    return f"Unknown prompt type: {prompt_type}"

From 6fafdddba29fe24a1533f8114d94d2565b8a2181 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Thu, 18 Jun 2026 15:34:20 +0800
Subject: [PATCH 03/26] docs: add IDE-driven mode guide and update README

- Add IDE_DRIVEN_GUIDE.md with complete walkthrough for using CodeWiki
  with AI IDEs (CodeBuddy, Cursor, Claude Desktop) via MCP
- Update README with IDE-Driven Mode section and navigation link
---
 IDE_DRIVEN_GUIDE.md | 251 ++++++++++++++++++++++++++++++++++++++++++++
 README.md           |  52 +++++++++
 2 files changed, 303 insertions(+)
 create mode 100644 IDE_DRIVEN_GUIDE.md

diff --git a/IDE_DRIVEN_GUIDE.md b/IDE_DRIVEN_GUIDE.md
new file mode 100644
index 00000000..febdfcee
--- /dev/null
+++ b/IDE_DRIVEN_GUIDE.md
@@ -0,0 +1,251 @@
+# CodeWiki IDE 驱动模式：改造过程与使用指南
+
+## 背景与动机
+
+CodeWiki 原始设计需要用户自行配置 LLM API（API Key + base_url），然后通过 CLI 一键生成文档。这带来两个问题：
+
+1. **配置门槛**：用户需要申请 API Key、了解 provider 差异、处理模型兼容性
+2. **灵活性不足**：生成过程是黑盒的，用户无法在过程中干预聚类策略或文档风格
+
+**改造目标**：将 CodeWiki 退化为**纯工具链 MCP Server**，由 AI IDE（CodeBuddy、Cursor 等）的 Agent 全权驱动 Wiki 生成流水线，实现**零 LLM 配置**。
+
+---
+
+## 改造过程
+
+### 架构分析
+
+通过源码分析，CodeWiki 的 Wiki 生成流水线在 4 个环节依赖 LLM：
+
+| 环节 | 代码位置 | 调用方式 | LLM 作用 |
+|------|---------|---------|---------|
+| 模块聚类 | `cluster_modules.py` | `backend.complete()` | 将组件分组为逻辑模块 |
+| 每模块文档 | `pydantic_ai_backend.py` | `agent.run()` 多轮对话 | 读代码、写文档、画 Mermaid 图 |
+| 子模块递归 | `generate_sub_module_documentations.py` | 子 Agent 循环 | 递归处理嵌套模块 |
+| 父模块总览 | `documentation_generator.py` | `backend.complete()` | 从子文档合成概述 |
+
+关键发现：**依赖分析（Tree-sitter AST 解析）、依赖图构建、拓扑排序、Mermaid 校验** 这套核心工具链完全不需要 LLM。
+
+### 改造策略
+
+将 MCP Server 从"黑盒式一键生成"拆分为"细粒度工具集"：
+
+```
+改造前：
+  IDE → generate_docs(repo) → [CodeWiki 内部自己调 LLM] → 结果
+
+改造后：
+  IDE Agent → analyze_repo → read_code → (Agent 自己推理聚类) → write_doc → overview
+              ↑ 纯工具调用    ↑ 纯工具调用   ↑ IDE 自己的 LLM      ↑ 纯工具调用
+```
+
+### 新增文件清单
+
+```
+codewiki/mcp/
+├── server.py                  # 重构：11 个工具注册（9 新 + 2 遗留）
+├── session.py                 # 新增：会话状态管理（SessionStore）
+└── tools/
+    ├── __init__.py            # 新增：工具包入口
+    ├── analysis.py            # 新增：analyze_repo 增强版
+    ├── code_reader.py         # 新增：read_code_components + view_repo_file
+    ├── doc_writer.py          # 新增：write_doc_file + edit_doc_file
+    ├── module_tree.py         # 新增：save_module_tree + get_processing_order
+    └── prompt_server.py       # 新增：get_prompt 提示词模板服务
+```
+
+### MCP 工具集
+
+| 工具 | 用途 | 是否需要 LLM |
+|------|------|:---:|
+| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引 | 否 |
+| `read_code_components` | 根据组件 ID 读取源码 | 否 |
+| `view_repo_file` | 只读浏览仓库中的文件/目录 | 否 |
+| `write_doc_file` | 创建 .md 文档（含 Mermaid 校验） | 否 |
+| `edit_doc_file` | 编辑文档（替换/插入/撤销） | 否 |
+| `save_module_tree` | 保存 IDE Agent 的模块聚类结果 | 否 |
+| `get_processing_order` | 获取叶优先的文档生成顺序 | 否 |
+| `get_prompt` | 获取各阶段的提示词模板 | 否 |
+| `close_session` | 关闭会话释放资源 | 否 |
+| `generate_docs` | [遗留] 一键生成（需配置 LLM） | **是** |
+| `get_module_tree` | [遗留] 获取已有模块树 | 否 |
+
+### 向后兼容
+
+- 现有 CLI（`codewiki generate`、`codewiki config`）完全不变
+- 现有 Web App 完全不变
+- 遗留 MCP 工具 `generate_docs` 保留，已配置 LLM 的用户仍可使用
+
+---
+
+## 使用方法
+
+### 前置条件
+
+```bash
+# 1. 克隆项目
+git clone https://github.com/mambo-wang/CodeWiki-CN.git
+cd CodeWiki-CN
+
+# 2. 安装依赖
+pip install -e .
+
+# 3. 验证
+python -c "from codewiki.mcp.server import server; print('MCP Server OK')"
+```
+
+### CodeBuddy 配置
+
+**步骤 1**：在 CodeBuddy 中配置 MCP Server。
+
+在 CodeBuddy 的 MCP 配置中添加：
+
+```json
+{
+  "mcpServers": {
+    "codewiki": {
+      "command": "python",
+      "args": ["-m", "codewiki.mcp.server"],
+      "cwd": "/path/to/CodeWiki-CN"
+    }
+  }
+}
+```
+
+**步骤 2**：项目规则已自动配置在 `.codebuddy/rules/codewiki-wiki-generator/RULE.mdc`。当你在 Agent 模式中提及"生成文档"或"Wiki"时，CodeBuddy 会自动加载该规则。
+
+**步骤 3**：打开 CodeBuddy Agent 模式，输入：
+
+```
+帮我分析这个仓库并生成 Wiki 文档
+```
+
+### Cursor 配置
+
+**步骤 1**：在 Cursor Settings → MCP 中添加 Server：
+
+```json
+{
+  "mcpServers": {
+    "codewiki": {
+      "command": "python",
+      "args": ["-m", "codewiki.mcp.server"],
+      "cwd": "/path/to/CodeWiki-CN"
+    }
+  }
+}
+```
+
+**步骤 2**：项目规则已配置在 `.cursorrules`，Cursor 打开项目后自动加载。
+
+**步骤 3**：在 Cursor Agent 模式中输入：
+
+```
+请为当前仓库生成 Wiki 文档，输出到 docs 目录。
+```
+
+### Claude Desktop 配置
+
+在 `~/Library/Application Support/Claude/claude_desktop_config.json`（macOS）中添加：
+
+```json
+{
+  "mcpServers": {
+    "codewiki": {
+      "command": "python",
+      "args": ["-m", "codewiki.mcp.server"],
+      "cwd": "/path/to/CodeWiki-CN"
+    }
+  }
+}
+```
+
+### 其他支持 MCP 的 IDE
+
+任何支持 MCP stdio 协议的 AI IDE 均可使用，配置方式类似——指定 `command: python`、`args: ["-m", "codewiki.mcp.server"]`。
+
+---
+
+## IDE Agent 工作流程
+
+当你在 AI IDE 中触发 Wiki 生成时，Agent 会按以下 5 个阶段工作：
+
+```
+阶段 1: analyze_repo
+  │  → 得到 session_id、组件索引、叶节点列表
+  │
+阶段 2: get_prompt("cluster") + read_code_components + save_module_tree
+  │  → Agent 自己推理，将组件分组为 3-8 个逻辑模块
+  │  → 得到叶优先的处理顺序
+  │
+阶段 3: 逐模块生成
+  │  对每个叶模块：
+  │  ├── get_prompt("system_leaf") → 获取文档撰写指令
+  │  ├── read_code_components → 读源码
+  │  ├── view_repo_file → 按需补充读取
+  │  └── write_doc_file → 写出 .md（自动 Mermaid 校验）
+  │
+  │  对每个父模块：
+  │  ├── 读取子模块 .md 文件
+  │  ├── get_prompt("overview_module") → 获取总览指令
+  │  └── write_doc_file → 写出总览
+  │
+阶段 4: get_prompt("overview_repo") → 生成仓库总览 overview.md
+  │
+阶段 5: close_session → 释放资源
+```
+
+---
+
+## 输出结构
+
+生成的文档结构与原始 CodeWiki 一致：
+
+```
+docs/
+├── overview.md              # 仓库总览（从这里开始读）
+├── module1.md               # 各模块文档
+├── module2.md               # ...
+├── module_tree.json         # 模块层级结构
+├── first_module_tree.json   # 初始聚类结果
+└── metadata.json            # 生成元数据
+```
+
+---
+
+## 原始 CLI 模式（仍然可用）
+
+如果你更喜欢命令行一键生成，原始方式完全不受影响：
+
+```bash
+# 配置 LLM
+codewiki config set \
+  --provider openai-compatible \
+  --api-key YOUR_KEY \
+  --base-url https://api.example.com \
+  --main-model claude-sonnet-4
+
+# 一键生成
+codewiki generate
+```
+
+详见 [README.md](README.md) 中的 Quick Start 章节。
+
+---
+
+## 常见问题
+
+**Q: MCP Server 启动报错找不到依赖？**
+A: 确保已运行 `pip install -e .` 安装 CodeWiki 及其依赖。
+
+**Q: analyze_repo 分析很慢？**
+A: 大型仓库（>10 万行）的 Tree-sitter 解析需要一定时间，通常 30 秒内完成。可以通过 `--include` / `--exclude` 缩小分析范围。
+
+**Q: Mermaid 校验报错？**
+A: Agent 会自动根据校验结果修正语法。如果反复失败，可以检查 `mermaid-py` 是否正确安装。
+
+**Q: 如何让 Agent 用英文写文档？**
+A: 在对话中明确指定："Please generate the Wiki documentation in English."
+
+**Q: 会话超时了怎么办？**
+A: 会话默认 2 小时超时。超时后重新调用 `analyze_repo` 即可创建新会话。
diff --git a/README.md b/README.md
index f70c925e..6cba95f1 100644
--- a/README.md
+++ b/README.md
@@ -17,6 +17,7 @@
 
 <p align="center">
   <a href="#quick-start"><strong>Quick Start</strong></a> •
+  <a href="#ide-driven-mode-zero-llm-config"><strong>IDE Mode</strong></a> •
   <a href="#cli-commands"><strong>CLI Commands</strong></a> •
   <a href="#documentation-output"><strong>Output Structure</strong></a> •
   <a href="./docs/index.html"><strong>Repo Docs</strong></a> •
@@ -125,6 +126,56 @@ codewiki generate --github-pages --create-branch
 
 ---
 
+## IDE-Driven Mode (Zero LLM Config)
+
+CodeWiki also supports being driven entirely by AI IDEs (CodeBuddy, Cursor, Claude Desktop, etc.) via **MCP (Model Context Protocol)** — no API key or LLM configuration needed. The IDE's own AI agent orchestrates the documentation pipeline using CodeWiki as a pure toolchain.
+
+### How It Works
+
+```
+IDE Agent (provides LLM intelligence)
+    │
+    ├── analyze_repo        → Tree-sitter AST parsing, dependency graph (no LLM)
+    ├── read_code_components → Read source code by component ID (no LLM)
+    ├── view_repo_file      → Browse repository files (no LLM)
+    ├── save_module_tree    → Persist your clustering decisions (no LLM)
+    ├── get_processing_order → Leaf-first documentation order (no LLM)
+    ├── write_doc_file      → Create .md with Mermaid validation (no LLM)
+    ├── edit_doc_file       → Edit docs with undo support (no LLM)
+    └── get_prompt          → Retrieve proven prompt templates (no LLM)
+```
+
+### Quick Setup (CodeBuddy / Cursor / Claude Desktop)
+
+**1. Install CodeWiki:**
+```bash
+pip install -e .
+```
+
+**2. Configure MCP Server** in your IDE's MCP settings:
+```json
+{
+  "mcpServers": {
+    "codewiki": {
+      "command": "python",
+      "args": ["-m", "codewiki.mcp.server"],
+      "cwd": "/path/to/CodeWiki-CN"
+    }
+  }
+}
+```
+
+**3. Ask your AI agent:**
+```
+Please analyze this repository and generate comprehensive Wiki documentation.
+```
+
+The agent will automatically follow CodeWiki's proven 5-stage pipeline: analyze → cluster → document modules → synthesize overviews → finalize.
+
+> **Full guide:** See [IDE_DRIVEN_GUIDE.md](IDE_DRIVEN_GUIDE.md) for the complete walkthrough, prompt customization, and advanced usage.
+
+---
+
 ## What is CodeWiki?
 
 CodeWiki is an open-source framework for **automated repository-level documentation** across eight programming languages. It generates holistic, architecture-aware documentation that captures not only individual functions but also their cross-file, cross-module, and system-level interactions.
@@ -395,6 +446,7 @@ CodeWiki employs a three-stage process for comprehensive documentation generatio
 ## Additional Resources
 
 ### Documentation & Guides
+- **[IDE-Driven Guide](IDE_DRIVEN_GUIDE.md)** - Use CodeWiki with AI IDEs (CodeBuddy, Cursor, etc.) via MCP, zero LLM config needed
 - **[This Repo's Generated Docs](./docs/index.html)** - Interactive documentation for CodeWiki itself, produced by CodeWiki (start at [`docs/overview.md`](./docs/overview.md))
 - **[MCP Server](codewiki/mcp/)** - Model Context Protocol server for IDE integrations
 - **[Docker Deployment](docker/DOCKER_README.md)** - Containerized deployment instructions

From e901326dfef3a920d685984d55c65928e3cde7c3 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Thu, 18 Jun 2026 16:38:55 +0800
Subject: [PATCH 04/26] docs: rewrite README with bilingual content and
 IDE-driven quick start

---
 README.md | 573 ++++++++++++++++++++----------------------------------
 1 file changed, 213 insertions(+), 360 deletions(-)

diff --git a/README.md b/README.md
index 6cba95f1..d95e94fb 100644
--- a/README.md
+++ b/README.md
@@ -1,497 +1,350 @@
-<h1 align="center">CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases</h1>
+<h1 align="center">CodeWiki-CN</h1>
 
 <p align="center">
-  <strong>AI-Powered Repository Documentation Generation</strong> • <strong>Multi-Language Support</strong> • <strong>Architecture-Aware Analysis</strong>
-</p>
-
-<p align="center">
-  Generate holistic, structured documentation for large-scale codebases • Cross-module interactions • Visual artifacts and diagrams
+  <strong>用 AI IDE 驱动的代码仓库文档生成工具</strong><br>
+  <strong>AI IDE-Driven Code Documentation Generator</strong>
 </p>
 
 <p align="center">
   <a href="https://python.org/"><img alt="Python version" src="https://img.shields.io/badge/python-3.12+-blue?style=flat-square" /></a>
   <a href="./LICENSE"><img alt="License: MIT" src="https://img.shields.io/badge/License-MIT-green.svg?style=flat-square" /></a>
-  <a href="https://github.com/FSoft-AI4Code/CodeWiki/stargazers"><img alt="GitHub stars" src="https://img.shields.io/github/stars/FSoft-AI4Code/CodeWiki?style=flat-square" /></a>
-  <a href="https://arxiv.org/abs/2510.24428"><img alt="arXiv" src="https://img.shields.io/badge/arXiv-2510.24428-b31b1b?style=flat-square" /></a>
-</p>
-
-<p align="center">
-  <a href="#quick-start"><strong>Quick Start</strong></a> •
-  <a href="#ide-driven-mode-zero-llm-config"><strong>IDE Mode</strong></a> •
-  <a href="#cli-commands"><strong>CLI Commands</strong></a> •
-  <a href="#documentation-output"><strong>Output Structure</strong></a> •
-  <a href="./docs/index.html"><strong>Repo Docs</strong></a> •
-  <a href="https://arxiv.org/abs/2510.24428"><strong>Paper</strong></a>
-</p>
-
-<p align="center">
-  📚 <strong>CodeWiki documents itself</strong> — browse the generated documentation for this repository at
-  <a href="https://fsoft-ai4code.github.io/CodeWiki/docs/index.html">CodeWiki docs</a>.
+  <a href="https://github.com/FSoft-AI4Code/CodeWiki"><img alt="Upstream: CodeWiki" src="https://img.shields.io/badge/upstream-FSoft--AI4Code%2FCodeWiki-orange?style=flat-square" /></a>
 </p>
 
 <p align="center">
-  <img src="./img/framework-overview.png" alt="CodeWiki Framework" width="600" style="border: 2px solid #e1e4e8; border-radius: 12px; padding: 20px;"/>
+  <a href="#zh"><strong>中文</strong></a> | <a href="#en"><strong>English</strong></a>
 </p>
 
 ---
 
-## Quick Start
+<a id="zh"></a>
 
-### 1. Install CodeWiki
+## 中文
 
-```bash
-# Install from source
-pip install git+https://github.com/FSoft-AI4Code/CodeWiki.git
-
-# Verify installation
-codewiki --version
-```
+### 这个项目是什么？
 
-### 2. Configure Your Environment
+CodeWiki-CN 是 [FSoft-AI4Code/CodeWiki](https://github.com/FSoft-AI4Code/CodeWiki) 的中国社区分支，核心改动是**让 CodeWiki 无需配置任何大模型 API，直接由 AI IDE（CodeBuddy、Cursor、Claude Desktop 等）自身的模型驱动 Wiki 文档生成**。
 
-CodeWiki supports multiple LLM providers: **OpenAI-compatible**, **Anthropic**, **AWS Bedrock**, **Azure OpenAI**, plus subscription mode via **Claude Code** and **Codex** CLIs (no API key required).
+### 为什么要做这个改造？
 
-```bash
-# OpenAI-compatible
-codewiki config set \
-  --provider openai-compatible \
-  --api-key YOUR_API_KEY \
-  --base-url https://api.anthropic.com \
-  --main-model claude-sonnet-4 \
-  --cluster-model claude-sonnet-4 \
-  --fallback-model glm-4p5
+原版 CodeWiki 是一个非常优秀的仓库级文档生成框架，它通过 Tree-sitter AST 解析、依赖图构建、拓扑排序等工具链实现高质量的代码文档生成。但它有一个使用门槛：**必须自行配置 LLM API**（申请 API Key、选择 provider、处理模型兼容性），且整个生成过程是黑盒的，用户无法中途干预。
 
-# Anthropic
-codewiki config set \
-  --provider anthropic \
-  --api-key YOUR_API_KEY \
-  --base-url https://api.anthropic.com \
-  --main-model claude-sonnet-4 \
-  --cluster-model claude-sonnet-4 \
-  --fallback-model glm-4p5
+实际上，CodeWiki 的核心工具链——AST 解析、依赖图、Mermaid 校验——完全不需要 LLM。真正需要 LLM 智能的 4 个环节（模块聚类、文档撰写、子模块递归、总览合成），恰好是 AI IDE 的 Agent 最擅长做的事情。
 
-# Azure OpenAI
-codewiki config set \
-  --provider azure-openai \
-  --api-key YOUR_AZURE_KEY \
-  --base-url https://YOUR_RESOURCE.openai.azure.com \
-  --azure-deployment YOUR_DEPLOYMENT \
-  --main-model gpt-4o \
-  --cluster-model gpt-4o
-
-# AWS Bedrock
-codewiki config set \
-  --provider bedrock \
-  --aws-region us-east-1 \
-  --main-model anthropic.claude-sonnet-4-v2:0 \
-  --cluster-model anthropic.claude-sonnet-4-v2:0
+因此，我们将 CodeWiki 的 MCP Server 从"黑盒式一键生成"拆分为**9 个细粒度工具**，让它退化为纯工具链服务器。AI IDE 的 Agent 通过 MCP 协议调用这些工具，用自己的推理能力完成全部文档生成工作：
 
-# Subscription mode (Claude Code) — uses your existing Claude OAuth login.
-# Install the Claude Code CLI and run `claude login` first.
-codewiki config set \
-  --provider claude-code \
-  --main-model claude-sonnet-4-6 \
-  --cluster-model claude-sonnet-4-6
+```
+改造前：
+  IDE → generate_docs(repo) → [CodeWiki 内部调用 LLM API] → 结果
 
-# Subscription mode (Codex) — uses your existing Codex CLI login.
-# Install the Codex CLI and run `codex login` first.
-codewiki config set \
-  --provider codex \
-  --main-model gpt-5.4 \
-  --cluster-model gpt-5.5
+改造后：
+  IDE Agent → analyze_repo → read_code → (Agent 自己推理) → write_doc → overview
+              ↑ 纯工具       ↑ 纯工具    ↑ IDE 自身模型      ↑ 纯工具
 ```
 
-**Subscription mode** routes every LLM call through the local `claude` / `codex` CLI binary (via the [`caw`](https://github.com/zzjas/caw) library), so you can run CodeWiki on a Claude Pro/Max or Codex subscription instead of paying per-token API usage. Claude Code's built-in `Write`/`Edit`/`Bash` tools are disabled inside CodeWiki's agent loop so documentation writes still go through CodeWiki's Mermaid-validating editor.
+### 快速开始（以 CodeBuddy 为例）
 
-> **Note on model names.** In subscription mode the model string is forwarded directly to `claude --model` / `codex --model`, so use the bare CLI model name (e.g. `gpt-5.4`, `claude-sonnet-4-6`) — **not** the litellm-style `openai/…` or `anthropic/…` prefix used by `openai-compatible`. If you previously ran with `openai-compatible`, re-run `config set` for **both** `--main-model` and `--cluster-model` to clear any stale prefixes; `config set` only updates the keys you pass.
+整个过程只需 4 步，不需要任何 API Key。
 
-### 3. Generate Documentation
+**第 1 步：安装 CodeWiki-CN**
 
 ```bash
-# Navigate to your project
-cd /path/to/your/project
-
-# Generate documentation
-codewiki generate
-
-# Generate with HTML viewer for GitHub Pages
-codewiki generate --github-pages --create-branch
+git clone https://github.com/mambo-wang/CodeWiki-CN.git
+cd CodeWiki-CN
+pip install -e .
 ```
 
-**That's it!** Your documentation will be generated in `./docs/` with comprehensive repository-level analysis.
-
-### Usage Example
-
-![CLI Usage Example](https://github.com/FSoft-AI4Code/CodeWiki/releases/download/assets/cli-usage-example.gif)
-
----
-
-## IDE-Driven Mode (Zero LLM Config)
-
-CodeWiki also supports being driven entirely by AI IDEs (CodeBuddy, Cursor, Claude Desktop, etc.) via **MCP (Model Context Protocol)** — no API key or LLM configuration needed. The IDE's own AI agent orchestrates the documentation pipeline using CodeWiki as a pure toolchain.
-
-### How It Works
+验证安装：
 
-```
-IDE Agent (provides LLM intelligence)
-    │
-    ├── analyze_repo        → Tree-sitter AST parsing, dependency graph (no LLM)
-    ├── read_code_components → Read source code by component ID (no LLM)
-    ├── view_repo_file      → Browse repository files (no LLM)
-    ├── save_module_tree    → Persist your clustering decisions (no LLM)
-    ├── get_processing_order → Leaf-first documentation order (no LLM)
-    ├── write_doc_file      → Create .md with Mermaid validation (no LLM)
-    ├── edit_doc_file       → Edit docs with undo support (no LLM)
-    └── get_prompt          → Retrieve proven prompt templates (no LLM)
+```bash
+python -c "from codewiki.mcp.server import server; print('MCP Server OK')"
 ```
 
-### Quick Setup (CodeBuddy / Cursor / Claude Desktop)
+**第 2 步：配置 MCP Server**
 
-**1. Install CodeWiki:**
-```bash
-pip install -e .
-```
+在 CodeBuddy 的 MCP 设置中添加以下配置（通常在设置界面的"工具"或"MCP"板块）：
 
-**2. Configure MCP Server** in your IDE's MCP settings:
 ```json
 {
   "mcpServers": {
     "codewiki": {
       "command": "python",
       "args": ["-m", "codewiki.mcp.server"],
-      "cwd": "/path/to/CodeWiki-CN"
+      "cwd": "/你的路径/CodeWiki-CN"
     }
   }
 }
 ```
 
-**3. Ask your AI agent:**
-```
-Please analyze this repository and generate comprehensive Wiki documentation.
-```
+> 将 `/你的路径/CodeWiki-CN` 替换为你实际克隆 CodeWiki-CN 的绝对路径。
 
-The agent will automatically follow CodeWiki's proven 5-stage pipeline: analyze → cluster → document modules → synthesize overviews → finalize.
+配置完成后，CodeBuddy 的 MCP 工具列表中应出现 `codewiki` 相关的 9 个工具（`analyze_repo`、`read_code_components` 等）。
 
-> **Full guide:** See [IDE_DRIVEN_GUIDE.md](IDE_DRIVEN_GUIDE.md) for the complete walkthrough, prompt customization, and advanced usage.
-
----
+**第 3 步：配置项目规则（Rule）**
 
-## What is CodeWiki?
+本项目已预置 CodeBuddy 规则文件：
 
-CodeWiki is an open-source framework for **automated repository-level documentation** across eight programming languages. It generates holistic, architecture-aware documentation that captures not only individual functions but also their cross-file, cross-module, and system-level interactions.
-
-### Key Innovations
-
-| Innovation | Description | Impact |
-|------------|-------------|--------|
-| **Hierarchical Decomposition** | Dynamic programming-inspired strategy that preserves architectural context | Handles codebases of arbitrary size (86K-1.4M LOC tested) |
-| **Recursive Agentic System** | Adaptive multi-agent processing with dynamic delegation capabilities | Maintains quality while scaling to repository-level scope |
-| **Multi-Modal Synthesis** | Generates textual documentation, architecture diagrams, data flows, and sequence diagrams | Comprehensive understanding from multiple perspectives |
-
-### Supported Languages
+```
+.codebuddy/rules/codewiki-wiki-generator/RULE.mdc
+```
 
-**🐍 Python** • **☕ Java** • **🟨 JavaScript** • **🔷 TypeScript** • **⚙️ C** • **🔧 C++** • **🪟 C#** • **🎯 Kotlin**
+该规则定义了 Wiki 生成的 5 阶段工作流（分析 → 聚类 → 逐模块文档 → 总览 → 清理），当你在 Agent 对话中提及"生成文档"或"Wiki"时，CodeBuddy 会自动加载这些指令。
 
----
+如果你使用的是 **Cursor**，项目中也提供了 `.cursorrules` 文件，打开项目后自动生效。
 
-## CLI Commands
+**第 4 步：在 Agent 模式中输入提示词**
 
-### Configuration Management
+打开 CodeBuddy 的 Agent 模式，用 CodeBuddy 打开你要生成文档的目标项目，然后输入：
 
-```bash
-# Set up your API configuration
-codewiki config set \
-  --api-key <your-api-key> \
-  --base-url <provider-url> \
-  --main-model <model-name> \
-  --cluster-model <model-name> \
-  --fallback-model <model-name>
+```
+帮我分析当前仓库并生成 Wiki 文档，输出到 repowiki 目录。请使用中文撰写文档。
+```
 
-# Configure max token settings
-codewiki config set --max-tokens 32768 --max-token-per-module 36369 --max-token-per-leaf-module 16000
+Agent 会自动按照以下流程工作：
 
-# Configure max depth for hierarchical decomposition
-codewiki config set --max-depth 3
+```
+阶段 1: 调用 analyze_repo → 得到 session_id、组件索引、叶节点列表
+  ↓
+阶段 2: 调用 get_prompt("cluster") 获取聚类规则
+        调用 read_code_components 阅读源码
+        自主推理，将组件分组为 3-8 个逻辑模块
+        调用 save_module_tree 保存聚类结果
+  ↓
+阶段 3: 按叶优先顺序逐模块生成文档
+        每个叶模块：read_code → 分析推理 → write_doc_file
+        每个父模块：读取子文档 → 合成总览 → write_doc_file
+  ↓
+阶段 4: 生成仓库总览 overview.md
+  ↓
+阶段 5: 调用 close_session 释放资源
+```
 
-# Show current configuration
-codewiki config show
+生成的文档结构：
 
-# Validate your configuration
-codewiki config validate
+```
+repowiki/
+├── overview.md              # 仓库总览（从这里开始阅读）
+├── module1.md               # 各模块文档
+├── module2.md               # ...
+├── module_tree.json         # 模块层级结构
+├── first_module_tree.json   # 初始聚类结果
+└── metadata.json            # 生成元数据
 ```
 
-### Documentation Generation
+### MCP 工具速查
 
-```bash
-# Basic generation
-codewiki generate
+所有工具均不需要 LLM 配置，由 IDE Agent 通过 MCP 协议调用：
 
-# Custom output directory
-codewiki generate --output ./documentation
+| 工具 | 用途 |
+|------|------|
+| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引 |
+| `read_code_components` | 根据组件 ID 读取源码 |
+| `view_repo_file` | 只读浏览仓库中的文件/目录 |
+| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
+| `edit_doc_file` | 编辑文档（替换/插入/撤销） |
+| `save_module_tree` | 保存模块聚类结果 |
+| `get_processing_order` | 获取叶优先的文档生成顺序 |
+| `get_prompt` | 获取各阶段的提示词模板 |
+| `close_session` | 关闭会话释放资源 |
 
-# Create git branch for documentation
-codewiki generate --create-branch
+> 另有 2 个遗留工具（`generate_docs`、`get_module_tree`）保留向后兼容，需先通过 `codewiki config set` 配置 LLM API。
 
-# Generate HTML viewer for GitHub Pages
-codewiki generate --github-pages
+### 支持的其他 AI IDE
 
-# Enable verbose logging
-codewiki generate --verbose
+除 CodeBuddy 外，任何支持 MCP stdio 协议的 AI IDE 均可使用：
 
-# Full-featured generation
-codewiki generate --create-branch --github-pages --verbose
+**Cursor**：在 Settings → MCP 中添加相同的 Server 配置，项目规则通过 `.cursorrules` 自动加载。
 
-# Incremental update (only regenerate changed modules since last run)
-codewiki generate --update
-```
+**Claude Desktop**：在 `~/Library/Application Support/Claude/claude_desktop_config.json`（macOS）中添加 MCP 配置。
 
-### Customization Options
+**其他 IDE**：指定 `command: "python"`, `args: ["-m", "codewiki.mcp.server"]` 即可。
 
-CodeWiki supports customization for language-specific projects and documentation styles:
+### 原始 CLI 模式（仍然可用）
 
-```bash
-# C# project: only analyze .cs files, exclude test directories
-codewiki generate --include "*.cs" --exclude "Tests,Specs,*.test.cs"
+如果你更习惯命令行一键生成，原始的 CLI 方式完全不受影响。需要先配置 LLM API：
 
-# Focus on specific modules with architecture-style docs
-codewiki generate --focus "src/core,src/api" --doc-type architecture
+```bash
+codewiki config set \
+  --provider openai-compatible \
+  --api-key YOUR_KEY \
+  --base-url https://api.example.com \
+  --main-model claude-sonnet-4 \
+  --cluster-model claude-sonnet-4
 
-# Add custom instructions for the AI agent
-codewiki generate --instructions "Focus on public APIs and include usage examples"
+codewiki generate
 ```
 
-#### Pattern Behavior (Important!)
+支持 OpenAI、Anthropic、Azure OpenAI、AWS Bedrock 以及 Claude Code / Codex 订阅模式。详见[上游项目 README](https://github.com/FSoft-AI4Code/CodeWiki)。
 
-- **`--include`**: When specified, **ONLY** these patterns are used (replaces defaults completely)
-  - Example: `--include "*.cs"` will analyze ONLY `.cs` files
-  - If omitted, all supported file types are analyzed
-  - Supports glob patterns: `*.py`, `src/**/*.ts`, `*.{js,jsx}`
-  
-- **`--exclude`**: When specified, patterns are **MERGED** with default ignore patterns
-  - Example: `--exclude "Tests,Specs"` will exclude these directories AND still exclude `.git`, `__pycache__`, `node_modules`, etc.
-  - Default patterns include: `.git`, `node_modules`, `__pycache__`, `*.pyc`, `bin/`, `dist/`, and many more
-  - Supports multiple formats:
-    - Exact names: `Tests`, `.env`, `config.local`
-    - Glob patterns: `*.test.js`, `*_test.py`, `*.min.*`
-    - Directory patterns: `build/`, `dist/`, `coverage/`
+### 支持的语言
 
-#### Setting Persistent Defaults
+Python、Java、JavaScript、TypeScript、C、C++、C#、Kotlin
 
-Save your preferred settings as defaults:
-
-```bash
-# Set include patterns for C# projects
-codewiki config agent --include "*.cs"
+### 致谢
 
-# Exclude test projects by default (merged with default excludes)
-codewiki config agent --exclude "Tests,Specs,*.test.cs"
+本项目的核心工具链（Tree-sitter AST 解析、依赖图构建、拓扑排序、Mermaid 校验）全部来自 [FSoft-AI4Code/CodeWiki](https://github.com/FSoft-AI4Code/CodeWiki) 上游项目。我们在此基础上将 MCP Server 从黑盒模式拆分为细粒度工具集，使其能够被 AI IDE 的 Agent 直接驱动。
 
-# Set focus modules
-codewiki config agent --focus "src/core,src/api"
+上游论文：[CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases](https://arxiv.org/abs/2510.24428)
 
-# Set default documentation type
-codewiki config agent --doc-type architecture
-
-# View current agent settings
-codewiki config agent
-
-# Clear all agent settings
-codewiki config agent --clear
+```bibtex
+@misc{hoang2025codewikievaluatingaisability,
+      title={CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases},
+      author={Anh Nguyen Hoang and Minh Le-Anh and Bach Le and Nghi D. Q. Bui},
+      year={2025},
+      eprint={2510.24428},
+      archivePrefix={arXiv},
+      primaryClass={cs.SE},
+      url={https://arxiv.org/abs/2510.24428},
+}
 ```
 
-| Option | Description | Behavior | Example |
-|--------|-------------|----------|---------|
-| `--include` | File patterns to include | **Replaces** defaults | `*.cs`, `*.py`, `src/**/*.ts` |
-| `--exclude` | Patterns to exclude | **Merges** with defaults | `Tests,Specs`, `*.test.js`, `build/` |
-| `--focus` | Modules to document in detail | Standalone option | `src/core,src/api` |
-| `--doc-type` | Documentation style | Standalone option | `api`, `architecture`, `user-guide`, `developer` |
-| `--instructions` | Custom agent instructions | Standalone option | Free-form text |
+---
 
-### Token Settings
+<a id="en"></a>
 
-CodeWiki allows you to configure maximum token limits for LLM calls. This is useful for:
-- Adapting to different model context windows
-- Controlling costs by limiting response sizes
-- Optimizing for faster response times
+## English
 
-```bash
-# Set max tokens for LLM responses (default: 32768)
-codewiki config set --max-tokens 16384
+### What is this project?
 
-# Set max tokens for module clustering (default: 36369)
-codewiki config set --max-token-per-module 40000
+CodeWiki-CN is a community fork of [FSoft-AI4Code/CodeWiki](https://github.com/FSoft-AI4Code/CodeWiki) that enables **zero-LLM-config Wiki generation** driven entirely by AI IDEs (CodeBuddy, Cursor, Claude Desktop, etc.) via MCP (Model Context Protocol).
 
-# Set max tokens for leaf modules (default: 16000)
-codewiki config set --max-token-per-leaf-module 20000
+### Why this fork?
 
-# Set max depth for hierarchical decomposition (default: 2)
-codewiki config set --max-depth 3
+The original CodeWiki is an excellent repository-level documentation framework. However, it requires users to configure their own LLM API (API key, provider, model selection), and the generation pipeline runs as a black box with no user intervention.
 
-# Override at runtime for a single generation
-codewiki generate --max-tokens 16384 --max-token-per-module 40000 --max-depth 3
-```
+In practice, CodeWiki's core toolchain—Tree-sitter AST parsing, dependency graph construction, topological sorting, and Mermaid validation—does not need an LLM at all. The 4 stages that do require LLM intelligence (module clustering, document writing, sub-module recursion, and overview synthesis) are exactly what AI IDE Agents excel at.
 
-| Option | Description | Default |
-|--------|-------------|---------|
-| `--max-tokens` | Maximum output tokens for LLM response | 32768 |
-| `--max-token-per-module` | Input tokens threshold for module clustering | 36369 |
-| `--max-token-per-leaf-module` | Input tokens threshold for leaf modules | 16000 |
-| `--max-depth` | Maximum depth for hierarchical decomposition | 2 |
+We refactored CodeWiki's MCP Server from a "one-click black box" into **9 fine-grained tools**, turning it into a pure toolchain server. The AI IDE's Agent calls these tools via MCP and uses its own reasoning to complete all documentation work:
 
-### Configuration Storage
+```
+Before:
+  IDE → generate_docs(repo) → [CodeWiki calls LLM API internally] → result
 
-- **API keys**: Securely stored in system keychain (macOS Keychain, Windows Credential Manager, Linux Secret Service). Falls back to `~/.codewiki/credentials.json` in headless/container environments. Set `CODEWIKI_NO_KEYRING=1` to force file-based storage.
-- **Settings & Agent Instructions**: `~/.codewiki/config.json`
+After:
+  IDE Agent → analyze_repo → read_code → (Agent reasons) → write_doc → overview
+              ↑ pure tool     ↑ pure tool  ↑ IDE's own model ↑ pure tool
+```
 
----
+### Quick Start (CodeBuddy Example)
 
-## Documentation Output
+4 steps, no API key needed.
 
-Generated documentation includes both **textual descriptions** and **visual artifacts** for comprehensive understanding.
+**Step 1: Install CodeWiki-CN**
 
-### Textual Documentation
-- Repository overview with architecture guide
-- Module-level documentation with API references
-- Usage examples and implementation patterns
-- Cross-module interaction analysis
+```bash
+git clone https://github.com/mambo-wang/CodeWiki-CN.git
+cd CodeWiki-CN
+pip install -e .
+```
 
-### Visual Artifacts
-- System architecture diagrams (Mermaid)
-- Data flow visualizations
-- Dependency graphs and module relationships
-- Sequence diagrams for complex interactions
+**Step 2: Configure MCP Server**
 
-### Output Structure
+Add the following to your CodeBuddy MCP settings:
 
+```json
+{
+  "mcpServers": {
+    "codewiki": {
+      "command": "python",
+      "args": ["-m", "codewiki.mcp.server"],
+      "cwd": "/your/path/to/CodeWiki-CN"
+    }
+  }
+}
 ```
-./docs/
-├── overview.md              # Repository overview (start here!)
-├── module1.md               # Module documentation
-├── module2.md               # Additional modules...
-├── module_tree.json         # Hierarchical module structure
-├── first_module_tree.json   # Initial clustering result
-├── metadata.json            # Generation metadata
-└── index.html               # Interactive viewer (with --github-pages)
-```
-
-> **See it in action:** This repository's own docs are checked in under [`./docs/`](./docs/) — open [`./docs/index.html`](./docs/index.html) in a browser for the interactive viewer, or start from [`./docs/overview.md`](./docs/overview.md).
-
----
 
-## Experimental Results
+> Replace `/your/path/to/CodeWiki-CN` with the actual absolute path where you cloned CodeWiki-CN.
 
-CodeWiki has been evaluated on **CodeWikiBench**, the first benchmark specifically designed for repository-level documentation quality assessment.
+**Step 3: Project Rules**
 
-### Performance by Language Category
+A CodeBuddy rule file is pre-configured at:
 
-| Language Category | CodeWiki (Sonnet-4) | DeepWiki | Improvement |
-|-------------------|---------------------|----------|-------------|
-| High-Level (Python, JS, TS) | **79.14%** | 68.67% | **+10.47%** |
-| Managed (C#, Java) | **68.84%** | 64.80% | **+4.04%** |
-| Systems (C, C++) | 53.24% | 56.39% | -3.15% |
-| **Overall Average** | **68.79%** | **64.06%** | **+4.73%** |
+```
+.codebuddy/rules/codewiki-wiki-generator/RULE.mdc
+```
 
-### Results on Representative Repositories
+It defines the 5-stage Wiki generation workflow (analyze → cluster → document modules → synthesize overviews → cleanup). CodeBuddy auto-loads it when you mention "generate docs" or "Wiki" in Agent mode.
 
-| Repository | Language | LOC | CodeWiki-Sonnet-4 | DeepWiki | Improvement |
-|------------|----------|-----|-------------------|----------|-------------|
-| All-Hands-AI--OpenHands | Python | 229K | **82.45%** | 73.04% | **+9.41%** |
-| puppeteer--puppeteer | TypeScript | 136K | **83.00%** | 64.46% | **+18.54%** |
-| sveltejs--svelte | JavaScript | 125K | **71.96%** | 68.51% | **+3.45%** |
-| Unity-Technologies--ml-agents | C# | 86K | **79.78%** | 74.80% | **+4.98%** |
-| elastic--logstash | Java | 117K | **57.90%** | 54.80% | **+3.10%** |
+For **Cursor**, a `.cursorrules` file is also provided and loads automatically when the project is opened.
 
-**View comprehensive results:** See [paper](https://arxiv.org/abs/2510.24428) for complete evaluation on 21 repositories spanning all supported languages.
+**Step 4: Prompt your AI Agent**
 
----
+Open the target project in CodeBuddy, switch to Agent mode, and enter:
 
-## How It Works
+```
+Analyze the current repository and generate Wiki documentation into the repowiki directory. Write docs in English.
+```
 
-### Architecture Overview
+The Agent follows a 5-stage pipeline:
 
-CodeWiki employs a three-stage process for comprehensive documentation generation:
+```
+Stage 1: Call analyze_repo → get session_id, component index, leaf nodes
+Stage 2: Call get_prompt("cluster") for clustering rules
+         Read source code, reason about grouping, call save_module_tree
+Stage 3: Document each module leaf-first
+         Leaf modules: read_code → reason → write_doc_file
+         Parent modules: read child docs → synthesize → write_doc_file
+Stage 4: Generate repository overview (overview.md)
+Stage 5: Call close_session to free resources
+```
 
-1. **Hierarchical Decomposition**: Uses dynamic programming-inspired algorithms to partition repositories into coherent modules while preserving architectural context across multiple granularity levels.
+### MCP Tools
 
-2. **Recursive Multi-Agent Processing**: Implements adaptive multi-agent processing with dynamic task delegation, allowing the system to handle complex modules at scale while maintaining quality.
+All tools require zero LLM config. The IDE Agent invokes them via MCP:
 
-3. **Multi-Modal Synthesis**: Integrates textual descriptions with visual artifacts including architecture diagrams, data-flow representations, and sequence diagrams for comprehensive understanding.
+| Tool | Purpose |
+|------|---------|
+| `analyze_repo` | Parse repo, build dependency graph, return component index |
+| `read_code_components` | Read source code by component ID |
+| `view_repo_file` | Read-only file/directory browsing |
+| `write_doc_file` | Create .md docs with automatic Mermaid validation |
+| `edit_doc_file` | Edit docs (str_replace / insert / undo) |
+| `save_module_tree` | Persist module clustering results |
+| `get_processing_order` | Get leaf-first documentation order |
+| `get_prompt` | Retrieve prompt templates for each stage |
+| `close_session` | Close session and free resources |
 
-### Data Flow
+> 2 legacy tools (`generate_docs`, `get_module_tree`) are retained for backward compatibility and require `codewiki config set` first.
 
-```
-┌─────────────────┐    ┌──────────────────┐    ┌─────────────────┐
-│   Codebase      │───▶│  Hierarchical    │───▶│  Multi-Agent    │
-│   Analysis      │    │  Decomposition   │    │  Processing     │
-└─────────────────┘    └──────────────────┘    └─────────────────┘
-                                │                        │
-                                ▼                        ▼
-┌─────────────────┐    ┌──────────────────┐    ┌─────────────────┐
-│   Visual        │◀───│  Multi-Modal     │◀───│  Structured     │
-│   Artifacts     │    │  Synthesis       │    │  Content        │
-└─────────────────┘    └──────────────────┘    └─────────────────┘
-```
+### Other Supported AI IDEs
 
----
+Any AI IDE supporting MCP stdio protocol works:
 
-## Requirements
+**Cursor**: Add the same MCP config in Settings → MCP. Rules auto-load via `.cursorrules`.
 
-- **Python 3.12+**
-- **Node.js** (for Mermaid diagram validation)
-- **LLM API access** (Anthropic Claude, OpenAI, Azure OpenAI, AWS Bedrock)
-- **Git** (for branch creation features)
+**Claude Desktop**: Add MCP config to `~/Library/Application Support/Claude/claude_desktop_config.json` (macOS).
 
----
+**Others**: Specify `command: "python"`, `args: ["-m", "codewiki.mcp.server"]`.
 
-## Additional Resources
+### Original CLI Mode (Still Available)
 
-### Documentation & Guides
-- **[IDE-Driven Guide](IDE_DRIVEN_GUIDE.md)** - Use CodeWiki with AI IDEs (CodeBuddy, Cursor, etc.) via MCP, zero LLM config needed
-- **[This Repo's Generated Docs](./docs/index.html)** - Interactive documentation for CodeWiki itself, produced by CodeWiki (start at [`docs/overview.md`](./docs/overview.md))
-- **[MCP Server](codewiki/mcp/)** - Model Context Protocol server for IDE integrations
-- **[Docker Deployment](docker/DOCKER_README.md)** - Containerized deployment instructions
-- **[Development Guide](DEVELOPMENT.md)** - Project structure, architecture, and contributing guidelines
-- **[CodeWikiBench](https://github.com/FSoft-AI4Code/CodeWikiBench)** - Repository-level documentation benchmark
-- **[Live Demo](https://fsoft-ai4code.github.io/codewiki-demo/)** - Interactive demo and examples
+The original CLI workflow remains fully functional. Configure LLM API first:
 
-### Academic Resources
-- **[Paper](https://arxiv.org/abs/2510.24428)** - Full research paper with detailed methodology and results
-- **[Citation](#citation)** - How to cite CodeWiki in your research
+```bash
+codewiki config set \
+  --provider openai-compatible \
+  --api-key YOUR_KEY \
+  --base-url https://api.example.com \
+  --main-model claude-sonnet-4 \
+  --cluster-model claude-sonnet-4
 
----
+codewiki generate
+```
 
-## Citation
+Supports OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, and Claude Code / Codex subscription mode. See [upstream README](https://github.com/FSoft-AI4Code/CodeWiki) for details.
 
-If you use CodeWiki in your research, please cite:
+### Supported Languages
 
-```bibtex
-@misc{hoang2025codewikievaluatingaisability,
-      title={CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases},
-      author={Anh Nguyen Hoang and Minh Le-Anh and Bach Le and Nghi D. Q. Bui},
-      year={2025},
-      eprint={2510.24428},
-      archivePrefix={arXiv},
-      primaryClass={cs.SE},
-      url={https://arxiv.org/abs/2510.24428},
-}
-```
+Python, Java, JavaScript, TypeScript, C, C++, C#, Kotlin
 
----
+### Acknowledgements
 
-## Star History
+The core toolchain (Tree-sitter AST parsing, dependency graph, topological sort, Mermaid validation) comes from the [FSoft-AI4Code/CodeWiki](https://github.com/FSoft-AI4Code/CodeWiki) upstream project. We refactored the MCP Server into fine-grained tools to enable direct orchestration by AI IDE Agents.
 
-<p align="center">
-  <a href="https://star-history.com/#FSoft-AI4Code/CodeWiki&Date">
-   <picture>
-     <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=FSoft-AI4Code/CodeWiki&type=Date&theme=dark" />
-     <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=FSoft-AI4Code/CodeWiki&type=Date" />
-     <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=FSoft-AI4Code/CodeWiki&type=Date" />
-   </picture>
-  </a>
-</p>
+Paper: [CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases](https://arxiv.org/abs/2510.24428)
 
 ---
 
 ## License
 
-This project is licensed under the MIT License.
+MIT

From 9fce13553c047221fdfcfcfaf6aef89a3550caab Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Thu, 18 Jun 2026 16:43:24 +0800
Subject: [PATCH 05/26] fix: add missing MCP packages to pyproject.toml and add
 prerequisites to README

---
 README.md      | 12 ++++++++++++
 pyproject.toml |  4 +++-
 2 files changed, 15 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index d95e94fb..b46cff29 100644
--- a/README.md
+++ b/README.md
@@ -42,6 +42,12 @@ CodeWiki-CN 是 [FSoft-AI4Code/CodeWiki](https://github.com/FSoft-AI4Code/CodeWi
               ↑ 纯工具       ↑ 纯工具    ↑ IDE 自身模型      ↑ 纯工具
 ```
 
+### 前置条件
+
+- **Python 3.12+**
+- **Node.js**（用于 Mermaid 图表校验，不安装则图表校验会静默跳过）
+- 一个支持 MCP 的 AI IDE（CodeBuddy、Cursor、Claude Desktop 等）
+
 ### 快速开始（以 CodeBuddy 为例）
 
 整个过程只需 4 步，不需要任何 API Key。
@@ -225,6 +231,12 @@ After:
               ↑ pure tool     ↑ pure tool  ↑ IDE's own model ↑ pure tool
 ```
 
+### Prerequisites
+
+- **Python 3.12+**
+- **Node.js** (for Mermaid diagram validation; without it, validation is silently skipped)
+- An MCP-compatible AI IDE (CodeBuddy, Cursor, Claude Desktop, etc.)
+
 ### Quick Start (CodeBuddy Example)
 
 4 steps, no API key needed.
diff --git a/pyproject.toml b/pyproject.toml
index b618d572..e4126004 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -101,7 +101,9 @@ packages = [
     "codewiki.src.be.dependency_analyzer.analyzers",
     "codewiki.src.be.dependency_analyzer.models",
     "codewiki.src.be.dependency_analyzer.utils",
-    "codewiki.src.fe"
+    "codewiki.src.fe",
+    "codewiki.mcp",
+    "codewiki.mcp.tools"
 ]
 
 [tool.setuptools.package-data]

From 5e060671d4c6df31da54438c08e48b8624c12794 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Thu, 18 Jun 2026 17:42:52 +0800
Subject: [PATCH 06/26] =?UTF-8?q?docs:=20=E7=94=9F=E6=88=90=20CodeWiki-CN?=
 =?UTF-8?q?=20=E9=A1=B9=E7=9B=AE=20Wiki=20=E6=96=87=E6=A1=A3?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- 8 个模块文档（Agent 工具、CLI 工具、CLI 核心、MCP 服务、依赖分析器、共享配置、前端服务、后端核心）
- 仓库总览 overview.md
- 模块聚类树 module_tree.json
- 全部文档含 Mermaid 架构图，语法校验通过
---
 "repowiki/Agent \345\267\245\345\205\267.md"  |  176 +
 "repowiki/CLI \345\267\245\345\205\267.md"    |  219 +
 "repowiki/CLI \346\240\270\345\277\203.md"    |  137 +
 "repowiki/MCP \346\234\215\345\212\241.md"    |  144 +
 repowiki/first_module_tree.json               |  292 +
 repowiki/module_tree.json                     |  292 +
 repowiki/overview.md                          |  151 +
 .../CodeWiki_CN_dependency_graph.json         | 6264 +++++++++++++++++
 ...26\345\210\206\346\236\220\345\231\250.md" |  180 +
 ...61\344\272\253\351\205\215\347\275\256.md" |   68 +
 ...15\347\253\257\346\234\215\345\212\241.md" |  133 +
 ...16\347\253\257\346\240\270\345\277\203.md" |  185 +
 12 files changed, 8241 insertions(+)
 create mode 100644 "repowiki/Agent \345\267\245\345\205\267.md"
 create mode 100644 "repowiki/CLI \345\267\245\345\205\267.md"
 create mode 100644 "repowiki/CLI \346\240\270\345\277\203.md"
 create mode 100644 "repowiki/MCP \346\234\215\345\212\241.md"
 create mode 100644 repowiki/first_module_tree.json
 create mode 100644 repowiki/module_tree.json
 create mode 100644 repowiki/overview.md
 create mode 100644 repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
 create mode 100644 "repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
 create mode 100644 "repowiki/\345\205\261\344\272\253\351\205\215\347\275\256.md"
 create mode 100644 "repowiki/\345\211\215\347\253\257\346\234\215\345\212\241.md"
 create mode 100644 "repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"

diff --git "a/repowiki/Agent \345\267\245\345\205\267.md" "b/repowiki/Agent \345\267\245\345\205\267.md"
new file mode 100644
index 00000000..f62f0986
--- /dev/null
+++ "b/repowiki/Agent \345\267\245\345\205\267.md"	
@@ -0,0 +1,176 @@
+# Agent 工具
+
+## 简介
+
+Agent 工具模块是 CodeWiki 后端中为 AI Agent 提供基础设施的工具集，位于 `codewiki/src/be/agent_tools/`。该模块包含依赖注入容器、代码组件读取、文档生成子代理委托以及文件系统编辑器等核心能力，为 LLM 驱动的文档生成流程提供运行环境。
+
+## 架构概览
+
+```mermaid
+graph TD
+    A[CodeWikiDeps] --> B[generate_sub_module_documentation]
+    A --> C[read_code_components]
+    A --> D[str_replace_editor]
+    D --> E[EditTool]
+    E --> F[WindowExpander]
+    E --> G[Filemap]
+    E --> H[flake8]
+    H --> I[Flake8Error]
+    H --> J[format_flake8_output]
+    E --> K[maybe_truncate]
+    B --> C
+    B --> D
+```
+
+## 核心组件
+
+### CodeWikiDeps
+
+> **文件**: `codewiki/src/be/agent_tools/deps.py`
+
+Agent 依赖注入容器，为 AI Agent 提供运行时上下文。它作为一个数据中心类，在文档生成流程中承载所有必要信息。
+
+| 属性 | 类型 | 说明 |
+|------|------|------|
+| `absolute_docs_path` | `str` | 文档输出目录的绝对路径 |
+| `absolute_repo_path` | `str` | 被分析仓库的绝对路径 |
+| `registry` | `dict` | 键值注册表，用于跨工具通信 |
+| `components` | `dict[str, Node]` | 所有代码组件的索引字典 |
+| `path_to_current_module` | `list[str]` | 当前模块在模块树中的路径 |
+| `current_module_name` | `str` | 当前正在处理的模块名 |
+| `module_tree` | `dict` | 完整的模块聚类树 |
+| `max_depth` | `int` | 子模块递归最大深度 |
+| `current_depth` | `int` | 当前递归深度 |
+| `config` | `Config` | LLM 配置 |
+| `custom_instructions` | `str` | 自定义指令 |
+
+### generate_sub_module_documentation
+
+> **文件**: `codewiki/src/be/agent_tools/generate_sub_module_documentations.py`
+
+将文档生成任务委托给子 Agent。当模块需要被细分为更小粒度的子模块时，此函数创建子 Agent 并并行生成各子模块的文档。
+
+**核心逻辑**：
+
+1. 接收 `sub_module_specs`（子模块名到组件 ID 列表的映射）
+2. 将子模块注册到模块树中
+3. 对每个子模块：
+   - 使用 `is_complex_module()` 判断是否需递归委托
+   - 复杂模块分配 `generate_sub_module_documentation` + `str_replace_editor` + `read_code_components` 工具
+   - 简单模块仅分配 `str_replace_editor` + `read_code_components` 工具
+4. 使用 `format_user_prompt()` 生成提示词并运行子 Agent
+
+**递归终止条件**：
+- `current_depth >= max_depth` — 达到最大递归深度
+- `token_count < max_token_per_leaf_module` — Token 数量在单模块可处理范围内
+- 模块判断为非复杂模块
+
+### read_code_components
+
+> **文件**: `codewiki/src/be/agent_tools/read_code_components.py`
+
+从组件索引中读取指定组件的源代码。组件 ID 格式为 `文件路径::组件名`（如 `auth/middleware.py::verify_token`）。如果组件不在索引中，返回 "not found" 提示。
+
+### str_replace_editor（文件系统编辑器）
+
+> **文件**: `codewiki/src/be/agent_tools/str_replace_editor.py`
+
+提供给 AI Agent 使用的完整文件系统编辑器，支持视图、创建、替换、插入和撤销操作。
+
+**命令列表**：
+
+| 命令 | 说明 |
+|------|------|
+| `view` | 查看文件或目录内容，支持 `view_range` 行范围 |
+| `create` | 创建新文件 |
+| `str_replace` | 在文件中查找并替换字符串（需唯一匹配） |
+| `insert` | 在指定行插入文本 |
+| `undo_edit` | 撤销最近一次编辑 |
+
+#### EditTool
+
+编辑器核心类，实现所有文件操作。关键属性：
+
+- `REGISTRY`：跨工具共享状态注册表
+- `absolute_docs_path`：文档输出根目录
+- `_file_history`：文件编辑历史，用于 `undo_edit`
+
+**`view` 命令特性**：
+- 目录模式：列出最多 2 层深度的文件（排除隐藏项）
+- 文件模式：显示指定行范围内容
+- 大文件（>100K）：使用 `Filemap` 生成缩略视图
+- `WindowExpander`：智能扩展视口到函数/类边界
+
+**`str_replace` 命令特性**：
+- 要求 `old_str` 在文件中唯一出现
+- 集成 Flake8 代码检查（编辑前后对比）
+- 替换后自动跑 lint 并过滤已存在的错误
+- 显示编辑片段便于确认
+
+#### WindowExpander
+
+智能视口扩展器，替代固定行数窗口。通过分析代码结构（空行、函数定义、类定义等）找到自然断点。
+
+- `_find_breakpoints()`：沿指定方向（上/下）搜索断点，按优先级评分
+- `expand_window()`：双向扩展视口到最近的代码边界
+
+#### Filemap
+
+大文件缩略视图生成器。使用 tree-sitter 解析 Python 文件，折叠函数体（超过 5 行）并用行号标注，帮助 Agent 快速了解文件结构。
+
+#### flake8 / Flake8Error / format_flake8_output
+
+代码质量检查工具链：
+
+- `flake8()`：对指定文件运行 flake8（仅检查 F821/F822/F831/E 系列错误）
+- `Flake8Error`：flake8 错误的解析模型，支持从输出行反序列化
+- `format_flake8_output()`：格式化 lint 输出，过滤已有错误并只报告编辑窗口内的新错误
+
+#### _coerce_json_string / maybe_truncate
+
+辅助函数：
+
+- `_coerce_json_string()`：兼容本地模型通过 OpenAI 兼容端点传输的 JSON 编码字符串参数（如 `"[1, 50]"` → `[1, 50]`），确保 pydantic 严格验证通过
+- `maybe_truncate()`：内容超长时截断并附加提示信息
+
+## 模块依赖关系
+
+```mermaid
+graph LR
+    AT[Agent 工具] --> BC[后端核心]
+    AT --> CLI[CLI 工具]
+    BC --> AT
+    subgraph 内部依赖
+        A1[CodeWikiDeps] --> A2[generate_sub_module_documentation]
+        A2 --> A3[read_code_components]
+        A2 --> A4[str_replace_editor]
+    end
+```
+
+- 本模块通过 `CodeWikiDeps` 依赖 [后端核心](后端核心.md) 中的 `Config`、`count_tokens`、`is_complex_module` 等
+- 通过 `logger` 依赖 [CLI 工具](CLI 工具.md) 中的日志函数
+- [后端核心](后端核心.md) 中的 `CawBackend` 和 `PydanticAIBackend` 调用本模块的工具来执行文档生成
+
+## 数据流
+
+```mermaid
+graph TD
+    A[DocumentationGenerator] --> B[Agent Model]
+    B --> C[generate_sub_module_documentation]
+    C --> D[模块复杂度判断]
+    D -->|复杂| E[子Agent + 全部工具]
+    D -->|简单| F[子Agent + 基础工具]
+    E --> G[read_code_components]
+    F --> G
+    E --> H[str_replace_editor]
+    F --> H
+    H --> I[写入文档文件]
+```
+
+## 关键设计决策
+
+1. **递归委托**：通过子 Agent 递归处理复杂模块，而非一次性加载所有源码，有效控制 Token 消耗
+2. **WindowExpander**：智能视口扩展而非固定行数，使 Agent 获取函数/类的完整上下文
+3. **Lint 集成**：编辑后自动运行 flake8 并区分新旧错误，降低 Agent 引入 bug 的风险
+4. **JSON 兼容**：`_coerce_json_string` 解决本地模型参数序列化问题，提升多 LLM 兼容性
+5. **Filemap 缩略图**：对大文件提供函数级结构概览，避免直接暴露全部内容导致 Token 超限
\ No newline at end of file
diff --git "a/repowiki/CLI \345\267\245\345\205\267.md" "b/repowiki/CLI \345\267\245\345\205\267.md"
new file mode 100644
index 00000000..477eea3f
--- /dev/null
+++ "b/repowiki/CLI \345\267\245\345\205\267.md"	
@@ -0,0 +1,219 @@
+# CLI 工具
+
+## 简介
+
+CLI 工具模块位于 `codewiki/cli/utils/`，为 CLI 命令行界面提供基础工具支持。涵盖异常处理体系、文件系统操作、输入验证、日志记录、进度追踪、仓库校验和用户指令显示等功能。所有子模块通过 [CLI 核心](CLI 核心.md) 中的命令和适配器进行调用。
+
+## 架构概览
+
+```mermaid
+graph TD
+    CLI[CLI 核心] --> ERR[errors.py]
+    CLI --> FS[fs.py]
+    CLI --> VAL[validation.py]
+    CLI --> LOG[logging.py]
+    CLI --> PROG[progress.py]
+    CLI --> REPO[repo_validator.py]
+    CLI --> INST[instructions.py]
+    CLI --> APIE[api_errors.py]
+
+    ERR --> CODB[CodeWikiError]
+    ERR --> CONF[ConfigurationError]
+    ERR --> REPOE[RepositoryError]
+    ERR --> APIE2[APIError]
+    ERR --> FSE[FileSystemError]
+    ERR --> HL[handle_error]
+
+    FS --> ED[ensure_directory]
+    FS --> SW[safe_write]
+    FS --> SR[safe_read]
+
+    VAL --> VURL[validate_url]
+    VAL --> VKEY[validate_api_key]
+    VAL --> VREPO[validate_repository_path]
+    VAL --> DETECT[detect_supported_languages]
+    VAL --> MASK[mask_api_key]
+
+    REPO --> VREPO2[validate_repository]
+    REPO --> GIT[Git operations]
+
+    PROG --> PT[ProgressTracker]
+    PROG --> MPB[ModuleProgressBar]
+```
+
+## 子模块详解
+
+### errors.py — 异常处理体系
+
+> **文件**: `codewiki/cli/utils/errors.py`
+
+定义统一的异常层次结构和 CLI 输出辅助函数。
+
+#### 异常类层次
+
+```mermaid
+graph TD
+    CE[CodeWikiError] --> CFE[ConfigurationError]
+    CE --> RE[RepositoryError]
+    CE --> AE[APIError]
+    CE --> FSE[FileSystemError]
+```
+
+| 异常类 | 退出码 | 触发场景 |
+|--------|--------|----------|
+| `CodeWikiError` | 3 | 所有异常基类，携带 `message` 和 `exit_code` |
+| `ConfigurationError` | 4 | 配置相关错误（URL/API Key/模型名称无效） |
+| `RepositoryError` | 5 | 仓库路径不存在、不可读或无支持的代码文件 |
+| `APIError` | 1 | LLM API 调用失败 |
+| `FileSystemError` | 6 | 文件读写/目录创建权限错误 |
+
+#### 输出辅助函数
+
+| 函数 | 签名 | 说明 |
+|------|------|------|
+| `handle_error(error, verbose)` | `(Exception, bool) -> int` | 统一错误处理，区分 CodeWikiError 和未知异常，返回退出码 |
+| `error_with_suggestion(message, suggestion, exit_code)` | `(str, str, int) -> None` | 显示错误并附带解决建议，调用 `sys.exit` |
+| `warning(message)` | `(str) -> None` | 黄色警告信息输出 |
+| `success(message)` | `(str) -> None` | 绿色成功信息输出 |
+| `info(message)` | `(str) -> None` | 普通信息输出 |
+
+### fs.py — 文件系统操作
+
+> **文件**: `codewiki/cli/utils/fs.py`
+
+提供安全的文件和目录操作，自动处理权限检查和原子写入。
+
+| 函数 | 说明 |
+|------|------|
+| `ensure_directory(path, mode=0o700)` | 确保目录存在，自动创建父目录。权限默认仅用户可访问 |
+| `check_writable(path)` | 检查路径是否可写（存在则直接检测；不存在则检测父目录） |
+| `safe_write(path, content, encoding="utf-8")` | **原子写入**：先写临时文件 `.tmp`，再 `replace` 重命名 |
+| `safe_read(path, encoding="utf-8")` | 安全读取文件，处理 FileNotFoundError/PermissionError |
+| `get_file_size(path)` | 获取文件大小（字节） |
+| `find_files(directory, extensions, recursive)` | 按扩展名查找文件，支持递归搜索 |
+| `cleanup_directory(path, keep_hidden=True)` | 清理目录内容，默认保留隐藏文件 |
+
+### validation.py — 输入验证
+
+> **文件**: `codewiki/cli/utils/validation.py`
+
+验证用户输入的有效性，确保配置和路径正确。
+
+| 函数 | 说明 |
+|------|------|
+| `validate_url(url, require_https, allow_localhost)` | 验证 URL 格式和协议（HTTPS 要求，localhost 例外） |
+| `validate_api_key(api_key, min_length=10)` | 验证 API Key 非空且长度足够 |
+| `validate_model_name(model)` | 验证模型名称非空 |
+| `validate_output_directory(path)` | 验证输出目录路径有效性 |
+| `validate_repository_path(path)` | 验证仓库路径存在且为目录 |
+| `detect_supported_languages(directory)` | 扫描目录检测支持的编程语言及文件数量。支持 9 种语言，排除 node_modules、.git 等目录 |
+| `is_top_tier_model(model)` | 判断模型是否为顶级模型（claude-opus、claude-sonnet、gpt-4/5、gemini-2.5），影响聚类策略 |
+| `mask_api_key(api_key, visible_chars=4)` | 脱敏显示 API Key（如 `sk-1234...5678`） |
+
+### logging.py — 日志记录
+
+> **文件**: `codewiki/cli/utils/logging.py`
+
+提供 CLI 专用的日志记录器。
+
+**CLILogger** 支持两种模式：
+
+| 方法 | 说明 |
+|------|------|
+| `debug(message)` | 仅 verbose 模式下输出，带时间戳 |
+| `info(message)` | 普通信息输出 |
+| `success(message)` | 绿色成功信息 |
+| `warning(message)` | 黄色警告信息 |
+| `error(message)` | 红色错误信息 |
+| `step(message, step, total)` | 步骤进度信息，格式 `[step/total] message` |
+| `elapsed_time()` | 返回自 Logger 创建以来的耗时 |
+
+**create_logger(verbose)** 工厂函数创建 CLILogger 实例。
+
+### progress.py — 进度追踪
+
+> **文件**: `codewiki/cli/utils/progress.py`
+
+#### ProgressTracker
+
+多阶段进度追踪器，支持 ETA 估算。将文档生成流程分为 5 个阶段：
+
+| 阶段 | 占比 | 说明 |
+|------|------|------|
+| 1 | 40% | 依赖分析 |
+| 2 | 20% | 模块聚类 |
+| 3 | 30% | 文档生成 |
+| 4 | 5% | HTML 生成（可选） |
+| 5 | 5% | 最终化 |
+
+核心方法：`start_stage()`、`update_stage()`、`complete_stage()`、`get_overall_progress()`、`get_eta()`。
+
+#### ModuleProgressBar
+
+逐模块生成进度条，支持 verbose 模式（显示模块名和缓存状态）和标准模式（click 进度条）。
+
+### repo_validator.py — 仓库校验
+
+> **文件**: `codewiki/cli/utils/repo_validator.py`
+
+| 函数 | 说明 |
+|------|------|
+| `validate_repository(repo_path)` | 完整校验：路径存在 → 目录类型 → 检测支持语言，返回 `(路径, 语言列表)` |
+| `check_writable_output(output_dir)` | 检查输出目录可写性，不存在则检查父目录 |
+| `is_git_repository(repo_path)` | 判断是否在 Git 仓库内（支持 monorepo 子目录，向上搜索父目录） |
+| `get_git_commit_hash(repo_path)` | 获取当前 Git commit hash |
+| `get_git_branch(repo_path)` | 获取当前 Git 分支名 |
+| `count_code_files(repo_path)` | 统计支持的代码文件数量 |
+
+### instructions.py — 用户指令
+
+> **文件**: `codewiki/cli/utils/instructions.py`
+
+文档生成完成后的用户指引输出。
+
+| 函数 | 说明 |
+|------|------|
+| `compute_github_pages_url(repo_url, repo_name)` | 从 GitHub URL 推导 Pages 地址 |
+| `get_pr_creation_url(repo_url, branch_name)` | 生成 PR 创建链接 |
+| `display_post_generation_instructions(...)` | 显示生成完成后的综合指令（输出目录、生成文件列表、GitHub Pages 指南、PR 提示） |
+| `display_generation_summary()` | 显示生成摘要统计 |
+
+### api_errors.py — API 错误处理
+
+> **文件**: `codewiki/cli/utils/api_errors.py`
+
+| 组件 | 说明 |
+|------|------|
+| `APIErrorHandler` | API 错误处理器，将原始 API 异常转换为 CodeWiki 的 `APIError` |
+| `wrap_api_call` | 装饰器/上下文管理器，用于包装 API 调用并统一错误处理 |
+
+## 模块依赖关系
+
+```mermaid
+graph LR
+    CORE[CLI 核心] --> UTILS[CLI 工具]
+    UTILS --> MCP[MCP 服务]
+    BC[后端核心] --> UTILS
+    DA[依赖分析器] --> UTILS
+
+    subgraph CLI 工具内部
+        ERR[errors.py] --> FS[fs.py]
+        REPO[repo_validator.py] --> VAL[validation.py]
+        REPO --> ERR
+        INST[instructions.py]
+        PROG[progress.py]
+        LOG[logging.py]
+    end
+```
+
+- [CLI 核心](CLI 核心.md) 是本模块的主要消费者
+- [后端核心](后端核心.md) 和 [依赖分析器](依赖分析器.md) 也依赖 `errors.py` 的异常类和 `warning`/`info` 输出函数
+- [MCP 服务](MCP 服务.md) 间接依赖本模块的配置管理和异常处理
+
+## 设计要点
+
+1. **原子写入**：`safe_write` 使用 temp + rename 模式确保写入原子性，防止部分写入
+2. **统一异常体系**：所有 CLI 异常继承 `CodeWikiError`，带退出码，支持 `handle_error` 统一处理
+3. **阶段权重 ETA**：`ProgressTracker` 使用预设阶段权重（40/20/30/5/5）估算剩余时间
+4. **Monorepo 支持**：Git 函数向上搜索父目录，支持在 monorepo 子目录中运行
+5. **安全脱敏**：`mask_api_key` 仅显示首尾 4 个字符，短密钥仅显示首尾 2 个字符
\ No newline at end of file
diff --git "a/repowiki/CLI \346\240\270\345\277\203.md" "b/repowiki/CLI \346\240\270\345\277\203.md"
new file mode 100644
index 00000000..08e4a0bd
--- /dev/null
+++ "b/repowiki/CLI \346\240\270\345\277\203.md"	
@@ -0,0 +1,137 @@
+# CLI 核心
+
+## 简介
+
+CLI 核心模块是 CodeWiki 命令行界面的入口和控制中心，位于 `codewiki/cli/`。包含主入口点、`config` 和 `generate` 两个命令组、配置管理器、Git 管理器、HTML 生成器及文档生成适配器，负责编排整个文档生成流水线。
+
+## 架构概览
+
+```mermaid
+graph TD
+    MAIN[main.py:main] --> CLI[cli: Click Group]
+    CLI --> CONFIG[config commands]
+    CLI --> GEN[generate commands]
+    CLI --> MCP[mcp_command]
+    CLI --> VER[version]
+
+    CONFIG --> CM[ConfigManager]
+    CONFIG --> VAL[validation utils]
+    CONFIG --> MOD[models/config.py]
+
+    GEN --> CM2[ConfigManager]
+    GEN --> GIT[GitManager]
+    GEN --> DG[CLIDocumentationGenerator]
+    GEN --> REPO[repo_validator]
+
+    DG --> BC[后端核心: DocumentationGenerator]
+    DG --> HG[HTMLGenerator]
+    DG --> MOD2[models/job.py]
+
+    HG --> FE[前端服务: visualise_docs]
+```
+
+## 入口与命令注册
+
+### main.py — 程序入口
+
+| 组件 | 说明 |
+|------|------|
+| `main()` | CLI 入口函数，调用 Click Group，捕获 KeyboardInterrupt 和通用异常 |
+| `cli(ctx)` | Click 主命令组，设置上下文对象 |
+| `version()` | 显示 CLI 版本信息 |
+| `mcp_command()` | 启动 MCP Server（异步调用 `codewiki.mcp.server.main`） |
+
+### config 命令组
+
+| 命令 | 说明 |
+|------|------|
+| `config set` | 配置 API 凭据和参数。支持 `--api-key`、`--base-url`、`--main-model`、`--cluster-model`、`--fallback-model`、`--max-tokens`、`--max-depth`、`--provider` 等。API Key 写入系统密钥链 |
+| `config show` | 显示当前配置。支持 `--json` 输出。API Key 脱敏显示 |
+| `config validate` | 验证配置并测试 API 连接。分 5 步：配置文件 → API Key → Base URL → 模型 → 连通性测试 |
+| `config agent` | 配置 Agent 默认指令（include/exclude 模式、focus 模块、doc type、自定义指令） |
+
+### generate 命令组
+
+| 组件 | 说明 |
+|------|------|
+| `generate_command` | 文档生成主命令。校验仓库 → 创建日志 → Git 差异检测 → 实例化适配器 → 执行生成 |
+| `_detect_changed_files` | 比较 metadata.json 中 commit_id 与当前 HEAD 的 diff 检测变更，支持 monorepo |
+| `_invalidate_affected_modules` | 递归查找变更文件影响的模块并标记失效 |
+| `_find_affected` | 递归函数，查找需要重新生成的所有模块 |
+| `parse_patterns` | 解析逗号分隔的 pattern 字符串 |
+
+## 核心类
+
+### ConfigManager
+
+> **文件**: `codewiki/cli/config_manager.py`
+
+配置管理器，负责配置的加载、保存和持久化。配置存储于 `~/.codewiki/config.json`，API Key 优先使用系统密钥链（keyring），fallback 到加密文件。
+
+### GitManager
+
+> **文件**: `codewiki/cli/git_manager.py`
+
+Git 操作管理器，封装 GitPython 库操作。支持增量文档生成：检测 Git 仓库、获取分支/commit、diff 对比、monorepo 子目录支持。
+
+### HTMLGenerator
+
+> **文件**: `codewiki/cli/html_generator.py`
+
+HTML 静态站点生成器，将 Markdown 文档转为 GitHub Pages 兼容的 HTML 站点：加载 module_tree.json 构建导航、嵌入 Mermaid CDN。
+
+### CLIDocumentationGenerator
+
+> **文件**: `codewiki/cli/adapters/doc_generator.py`
+
+CLI 文档生成适配器，桥接 CLI 与 [后端核心](后端核心.md) 的 `DocumentationGenerator`。管理进度追踪、日志输出和增量文档生成。
+
+## 数据模型
+
+### models/config.py
+
+| 类 | 说明 |
+|------|------|
+| `Configuration` | 完整配置模型：provider、base_url、main_model、cluster_model、fallback_model、max_tokens、max_depth、agent_instructions |
+| `AgentInstructions` | Agent 指令：include_patterns、exclude_patterns、focus_modules、doc_type、custom_instructions |
+
+### models/job.py
+
+| 类 | 说明 |
+|------|------|
+| `JobStatus` | 作业状态枚举：PENDING/RUNNING/COMPLETED/FAILED/CANCELLED |
+| `DocumentationJob` | 文档生成作业，聚合状态、LLM 配置、生成选项和统计 |
+| `LLMConfig` | LLM 配置：provider、api_key、base_url、model 名称 |
+| `GenerationOptions` | 生成选项：include/exclude patterns、output_dir、doc_type |
+| `JobStatistics` | 统计：开始/结束时间、处理文件数、模块数、耗时 |
+
+## 数据流
+
+```mermaid
+graph TD
+    A[用户输入] --> B[Click CLI]
+    B --> C{命令路由}
+    C -->|config| D[ConfigManager]
+    D --> E[config.json + keychain]
+    C -->|generate| F[generate_command]
+    F --> G[ConfigManager: 加载配置]
+    F --> H[GitManager: 差异检测]
+    F --> I[CLIDocumentationGenerator]
+    I --> J[DocumentationGenerator: 后端核心]
+    J --> K[依赖分析 + 文档生成]
+    I --> L[HTMLGenerator: 可选]
+    F --> M[instructions: 显示指引]
+```
+
+## 模块依赖
+
+- **上游依赖**: [CLI 工具](CLI 工具.md)（验证、异常、文件系统、进度）
+- **下游依赖**: [后端核心](后端核心.md)（文档生成引擎）、[MCP 服务](MCP 服务.md)（mcp_command 启动）
+- **横向依赖**: [前端服务](前端服务.md)（HTMLGenerator 使用 visualise_docs）
+
+## 关键设计决策
+
+1. **密钥链存储**：API Key 优先使用系统密钥链（keyring），增强安全性
+2. **增量生成**：通过 Git diff 检测变更，仅重新生成受影响模块的文档
+3. **订阅模式**：支持 claude-code/codex 提供商，无需手动配置 API Key
+4. **分步验证**：`config validate` 采用 5 步验证流程，每步独立报错
\ No newline at end of file
diff --git "a/repowiki/MCP \346\234\215\345\212\241.md" "b/repowiki/MCP \346\234\215\345\212\241.md"
new file mode 100644
index 00000000..800f6a7c
--- /dev/null
+++ "b/repowiki/MCP \346\234\215\345\212\241.md"	
@@ -0,0 +1,144 @@
+# MCP 服务
+
+## 简介
+
+MCP 服务模块位于 `codewiki/mcp/`，实现 CodeWiki 的 Model Context Protocol 服务器，使 AI IDE（如 CodeBuddy、Cursor、Claude Desktop）能够通过细粒度工具链驱动 Wiki 文档生成流程，无需任何 LLM API 配置。
+
+## 架构概览
+
+```mermaid
+graph TD
+    AI[AI IDE Client] -->|stdio| SRV[mcp/server.py]
+    SRV --> TOOLS[工具路由 call_tool]
+    SRV --> STORE[SessionStore]
+    
+    TOOLS --> A[analysis.py]
+    TOOLS --> CR[code_reader.py]
+    TOOLS --> DW[doc_writer.py]
+    TOOLS --> MT[module_tree.py]
+    TOOLS --> PS[prompt_server.py]
+    TOOLS --> CS[close_session]
+
+    STORE --> SS[SessionState]
+    
+    A --> DBG[DependencyGraphBuilder]
+    DW --> MV[Mermaid Validation]
+    PS --> PT[prompt_template.py]
+```
+
+## 核心组件
+
+### server.py — MCP 服务器
+
+| 组件 | 说明 |
+|------|------|
+| `main()` | 启动 MCP server，通过 stdio transport 与 AI IDE 通信 |
+| `list_tools()` | 列出所有可用工具：`_fine_grained_tools()` + `_legacy_tools()` |
+| `call_tool(name, arguments)` | 路由工具调用到对应 handler，按名称分发 |
+| `_fine_grained_tools()` | 返回 9 个细粒度工具定义（见下方工具列表） |
+| `_legacy_tools()` | 返回 2 个旧版工具：`generate_docs`（需 LLM 配置）、`get_module_tree` |
+| `_load_config()` | 为 legacy 工具加载 CodeWiki 配置 |
+| `_text(content)` | 将字符串包装为 MCP TextContent |
+
+### session.py — 会话管理
+
+#### SessionState
+
+单个分析会话的状态快照：
+
+| 字段 | 说明 |
+|------|------|
+| `session_id` | 12 位 UUID hex |
+| `repo_path` | 仓库绝对路径 |
+| `output_dir` | 文档输出目录 |
+| `components` | `dict[str, Node]` 组件索引 |
+| `leaf_nodes` | 叶节点 ID 列表 |
+| `module_tree` | 模块聚类树（阶段 2 填充） |
+| `registry` | 跨工具共享的键值注册表 |
+| `created_at` / `last_accessed` | 时间戳，用于过期检测 |
+
+#### SessionStore
+
+内存会话存储，支持创建、获取（带过期检测）、删除和过期清理。
+
+### 工具处理器
+
+#### analysis.py — 仓库分析
+
+- `handle_analyze_repo()`：创建最小化 Config → 调用 `DependencyGraphBuilder` 构建依赖图 → 创建 SessionState → 构建组件索引
+- `_build_component_index()`：将组件字典转为轻量 JSON，最多 500 条，含截断标记
+
+#### code_reader.py — 代码读取
+
+- `handle_read_code_components()`：根据组件 ID 列表从会话中读取源码（带语言代码块）
+- `handle_view_repo_file()`：只读查看仓库文件或目录（目录列出 2 层，文件支持行范围）
+- `_maybe_truncate()`：超长内容截断
+
+#### doc_writer.py — 文档写入
+
+- `handle_write_doc_file()`：创建新 .md 文件 → 自动 Mermaid 验证
+- `handle_edit_doc_file()`：编辑文件（str_replace / insert / undo）→ 自动 Mermaid 验证
+- `_validate_mermaid()`：调用 `validate_mermaid_diagrams` 验证 Mermaid 语法
+
+#### module_tree.py — 模块树管理
+
+- `handle_save_module_tree()`：保存模块聚类 JSON 到磁盘 + `first_module_tree.json` 备份 → 返回叶优先处理顺序
+- `handle_get_processing_order()`：返回叶优先处理顺序
+- `_get_processing_order()`：递归遍历模块树生成处理顺序
+- `_collect()`：递归收集子模块组件
+
+#### prompt_server.py — 提示词服务
+
+- `handle_get_prompt()`：返回指定类型（cluster/system_leaf/overview 等）的提示词模板
+- `_resolve_prompt()`：调用 `prompt_template.py` 中的格式化函数生成提示词
+
+## 工具清单
+
+### 细粒度工具（无需 LLM 配置）
+
+| 工具 | 说明 |
+|------|------|
+| `analyze_repo` | 分析仓库结构和依赖，返回 session_id + 组件索引 + 叶节点 |
+| `read_code_components` | 读取指定组件的源代码 |
+| `view_repo_file` | 只读浏览仓库文件/目录 |
+| `write_doc_file` | 创建文档文件 + Mermaid 验证 |
+| `edit_doc_file` | 编辑文档（str_replace/insert/undo）+ Mermaid 验证 |
+| `save_module_tree` | 保存模块聚类结果，返回处理顺序 |
+| `get_processing_order` | 获取叶优先处理顺序 |
+| `get_prompt` | 获取各阶段提示词模板 |
+| `close_session` | 关闭会话释放内存 |
+
+### 旧版工具（需 LLM 配置）
+
+| 工具 | 说明 |
+|------|------|
+| `generate_docs` | 一键生成完整文档（需先 `codewiki config set`） |
+| `get_module_tree` | 获取已有模块聚类树 |
+
+## 数据流
+
+```mermaid
+graph LR
+    A[analyze_repo] --> B[SessionState]
+    B --> C[get_prompt cluster]
+    C --> D[save_module_tree]
+    D --> E[get_processing_order]
+    E --> F[read_code_components]
+    F --> G[write_doc_file]
+    G --> H[edit_doc_file]
+    B -.-> H
+    B -.-> I[close_session]
+```
+
+## 模块依赖
+
+- **上游依赖**: [依赖分析器](依赖分析器.md)（DependencyGraphBuilder）、[后端核心](后端核心.md)（prompt_template、Mermaid 验证）
+- **向下依赖**: [CLI 核心](CLI 核心.md)（mcp_command 启动入口）、[CLI 工具](CLI 工具.md)（ConfigManager）
+
+## 关键设计
+
+1. **无状态协议**：MCP 本身无状态，通过 SessionStore 维护会话上下文
+2. **会话过期**：SessionState 自动过期清理，防止内存泄漏
+3. **细粒度拆分**：9 个工具 vs 旧版 2 个工具，让 AI IDE Agent 更灵活地控制流程
+4. **Mermaid 验证**：每次写/编辑文档后自动检查 Mermaid 语法
+5. **双模式兼容**：同时提供细粒度工具（IDE 驱动）和旧版工具（一键生成）
\ No newline at end of file
diff --git a/repowiki/first_module_tree.json b/repowiki/first_module_tree.json
new file mode 100644
index 00000000..6048d53c
--- /dev/null
+++ b/repowiki/first_module_tree.json
@@ -0,0 +1,292 @@
+{
+  "Agent 工具": {
+    "children": {},
+    "components": [
+      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+      "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation",
+      "codewiki/src/be/agent_tools/read_code_components.py::read_code_components",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor"
+    ]
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+      "codewiki/cli/utils/errors.py::FileSystemError",
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+      "codewiki/cli/utils/fs.py::find_files",
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+      "codewiki/cli/utils/validation.py::validate_url",
+      "codewiki/cli/utils/validation.py::validate_api_key",
+      "codewiki/cli/utils/validation.py::validate_model_name",
+      "codewiki/cli/utils/validation.py::validate_output_directory",
+      "codewiki/cli/utils/validation.py::validate_repository_path",
+      "codewiki/cli/utils/validation.py::detect_supported_languages",
+      "codewiki/cli/utils/validation.py::should_exclude_file",
+      "codewiki/cli/utils/validation.py::is_top_tier_model",
+      "codewiki/cli/utils/validation.py::mask_api_key",
+      "codewiki/cli/utils/logging.py::CLILogger",
+      "codewiki/cli/utils/logging.py::create_logger",
+      "codewiki/cli/utils/progress.py::ProgressTracker",
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+      "codewiki/cli/utils/repo_validator.py::check_writable_output",
+      "codewiki/cli/utils/repo_validator.py::_get_git_repo",
+      "codewiki/cli/utils/repo_validator.py::is_git_repository",
+      "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
+      "codewiki/cli/utils/repo_validator.py::get_git_branch",
+      "codewiki/cli/utils/repo_validator.py::count_code_files",
+      "codewiki/cli/utils/instructions.py::compute_github_pages_url",
+      "codewiki/cli/utils/instructions.py::get_pr_creation_url",
+      "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
+      "codewiki/cli/utils/instructions.py::display_generation_summary",
+      "codewiki/cli/utils/api_errors.py::APIErrorHandler",
+      "codewiki/cli/utils/api_errors.py::wrap_api_call"
+    ]
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+  "CLI 核心": {
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+    "components": [
+      "codewiki/cli/main.py::cli",
+      "codewiki/cli/main.py::version",
+      "codewiki/cli/main.py::mcp_command",
+      "codewiki/cli/main.py::main",
+      "codewiki/cli/commands/config.py::parse_patterns",
+      "codewiki/cli/commands/config.py::config_group",
+      "codewiki/cli/commands/config.py::config_set",
+      "codewiki/cli/commands/config.py::config_show",
+      "codewiki/cli/commands/config.py::config_validate",
+      "codewiki/cli/commands/config.py::config_agent",
+      "codewiki/cli/commands/generate.py::parse_patterns",
+      "codewiki/cli/commands/generate.py::_detect_changed_files",
+      "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
+      "codewiki/cli/commands/generate.py::_find_affected",
+      "codewiki/cli/commands/generate.py::generate_command",
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/git_manager.py::GitManager",
+      "codewiki/cli/html_generator.py::HTMLGenerator",
+      "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
+      "codewiki/cli/models/config.py::AgentInstructions",
+      "codewiki/cli/models/config.py::Configuration",
+      "codewiki/cli/models/job.py::JobStatus",
+      "codewiki/cli/models/job.py::GenerationOptions",
+      "codewiki/cli/models/job.py::JobStatistics",
+      "codewiki/cli/models/job.py::LLMConfig",
+      "codewiki/cli/models/job.py::DocumentationJob"
+    ]
+  },
+  "MCP 服务": {
+    "children": {},
+    "components": [
+      "codewiki/mcp/server.py::_fine_grained_tools",
+      "codewiki/mcp/server.py::_legacy_tools",
+      "codewiki/mcp/server.py::list_tools",
+      "codewiki/mcp/server.py::call_tool",
+      "codewiki/mcp/server.py::_load_config",
+      "codewiki/mcp/server.py::_legacy_generate_docs",
+      "codewiki/mcp/server.py::_legacy_get_module_tree",
+      "codewiki/mcp/server.py::_summarize_tree",
+      "codewiki/mcp/server.py::_text",
+      "codewiki/mcp/server.py::main",
+      "codewiki/mcp/session.py::SessionState",
+      "codewiki/mcp/session.py::SessionStore",
+      "codewiki/mcp/tools/analysis.py::_build_component_index",
+      "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
+      "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
+      "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
+      "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
+      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+      "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+      "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
+      "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
+      "codewiki/mcp/tools/module_tree.py::_get_processing_order",
+      "codewiki/mcp/tools/module_tree.py::_collect",
+      "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
+      "codewiki/mcp/tools/module_tree.py::handle_get_processing_order",
+      "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
+      "codewiki/mcp/tools/prompt_server.py::_resolve_prompt"
+    ]
+  },
+  "依赖分析器": {
+    "children": {},
+    "components": [
+      "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
+      "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository",
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
+      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
+      "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_logging",
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_module_logging",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::get_function_patterns_for_language",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_file",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::has_high_connectivity_potential",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_critical_function",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_entry_points",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::fallback_priority",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_connectivity_files",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::_inside",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text"
+    ]
+  },
+  "共享配置": {
+    "children": {},
+    "components": [
+      "codewiki/src/config.py::set_cli_context",
+      "codewiki/src/config.py::is_cli_context",
+      "codewiki/src/config.py::Config",
+      "codewiki/src/utils.py::FileManager"
+    ]
+  },
+  "前端服务": {
+    "children": {},
+    "components": [
+      "codewiki/src/fe/background_worker.py::BackgroundWorker",
+      "codewiki/src/fe/cache_manager.py::CacheManager",
+      "codewiki/src/fe/config.py::WebAppConfig",
+      "codewiki/src/fe/github_processor.py::GitHubRepoProcessor",
+      "codewiki/src/fe/models.py::RepositorySubmission",
+      "codewiki/src/fe/models.py::JobStatusResponse",
+      "codewiki/src/fe/models.py::JobStatus",
+      "codewiki/src/fe/models.py::CacheEntry",
+      "codewiki/src/fe/routes.py::WebRoutes",
+      "codewiki/src/fe/template_utils.py::StringTemplateLoader",
+      "codewiki/src/fe/template_utils.py::render_template",
+      "codewiki/src/fe/template_utils.py::render_navigation",
+      "codewiki/src/fe/template_utils.py::render_job_list",
+      "codewiki/src/fe/visualise_docs.py::initialize_globals",
+      "codewiki/src/fe/visualise_docs.py::load_module_tree",
+      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+      "codewiki/src/fe/visualise_docs.py::replace_mermaid",
+      "codewiki/src/fe/visualise_docs.py::get_file_title",
+      "codewiki/src/fe/visualise_docs.py::index",
+      "codewiki/src/fe/visualise_docs.py::serve_doc",
+      "codewiki/src/fe/visualise_docs.py::main",
+      "codewiki/src/fe/web_app.py::index_get",
+      "codewiki/src/fe/web_app.py::index_post",
+      "codewiki/src/fe/web_app.py::get_job_status",
+      "codewiki/src/fe/web_app.py::view_docs",
+      "codewiki/src/fe/web_app.py::serve_generated_docs",
+      "codewiki/src/fe/web_app.py::main"
+    ]
+  },
+  "后端核心": {
+    "children": {},
+    "components": [
+      "codewiki/src/be/main.py::parse_arguments",
+      "codewiki/src/be/main.py::main",
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/src/be/backend.py::LLMBackend",
+      "codewiki/src/be/backend.py::get_backend",
+      "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
+      "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
+      "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout",
+      "codewiki/src/be/caw_backend.py::_patched",
+      "codewiki/src/be/caw_backend.py::CawBackend",
+      "codewiki/src/be/caw_toolkit.py::_heartbeat",
+      "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
+      "codewiki/src/be/caw_toolkit.py::CawToolKit",
+      "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
+      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
+      "codewiki/src/be/llm_services.py::_build_model_settings",
+      "codewiki/src/be/llm_services.py::_get_litellm_model_name",
+      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
+      "codewiki/src/be/llm_services.py::_create_litellm_openai_client",
+      "codewiki/src/be/llm_services.py::create_main_model",
+      "codewiki/src/be/llm_services.py::create_fallback_model",
+      "codewiki/src/be/llm_services.py::create_fallback_models",
+      "codewiki/src/be/llm_services.py::create_openai_client",
+      "codewiki/src/be/llm_services.py::call_llm",
+      "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
+      "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
+      "codewiki/src/be/llm_services.py::_call_llm_via_azure",
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+      "codewiki/src/be/cluster_modules.py::cluster_modules",
+      "codewiki/src/be/prompt_template.py::format_user_prompt",
+      "codewiki/src/be/prompt_template.py::_format_module_tree",
+      "codewiki/src/be/prompt_template.py::format_cluster_prompt",
+      "codewiki/src/be/prompt_template.py::format_system_prompt",
+      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+      "codewiki/src/be/utils.py::set_main_loop",
+      "codewiki/src/be/utils.py::is_complex_module",
+      "codewiki/src/be/utils.py::count_tokens",
+      "codewiki/src/be/utils.py::validate_mermaid_diagrams",
+      "codewiki/src/be/utils.py::extract_mermaid_blocks",
+      "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
+      "codewiki/src/be/utils.py::_parse_via_mermaid_py",
+      "codewiki/src/be/utils.py::validate_single_diagram"
+    ]
+  }
+}
\ No newline at end of file
diff --git a/repowiki/module_tree.json b/repowiki/module_tree.json
new file mode 100644
index 00000000..6048d53c
--- /dev/null
+++ b/repowiki/module_tree.json
@@ -0,0 +1,292 @@
+{
+  "Agent 工具": {
+    "children": {},
+    "components": [
+      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+      "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation",
+      "codewiki/src/be/agent_tools/read_code_components.py::read_code_components",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor"
+    ]
+  },
+  "CLI 工具": {
+    "children": {},
+    "components": [
+      "codewiki/cli/utils/errors.py::CodeWikiError",
+      "codewiki/cli/utils/errors.py::ConfigurationError",
+      "codewiki/cli/utils/errors.py::RepositoryError",
+      "codewiki/cli/utils/errors.py::APIError",
+      "codewiki/cli/utils/errors.py::FileSystemError",
+      "codewiki/cli/utils/errors.py::handle_error",
+      "codewiki/cli/utils/errors.py::error_with_suggestion",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/cli/utils/errors.py::success",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/cli/utils/fs.py::ensure_directory",
+      "codewiki/cli/utils/fs.py::check_writable",
+      "codewiki/cli/utils/fs.py::safe_write",
+      "codewiki/cli/utils/fs.py::safe_read",
+      "codewiki/cli/utils/fs.py::get_file_size",
+      "codewiki/cli/utils/fs.py::find_files",
+      "codewiki/cli/utils/fs.py::cleanup_directory",
+      "codewiki/cli/utils/validation.py::validate_url",
+      "codewiki/cli/utils/validation.py::validate_api_key",
+      "codewiki/cli/utils/validation.py::validate_model_name",
+      "codewiki/cli/utils/validation.py::validate_output_directory",
+      "codewiki/cli/utils/validation.py::validate_repository_path",
+      "codewiki/cli/utils/validation.py::detect_supported_languages",
+      "codewiki/cli/utils/validation.py::should_exclude_file",
+      "codewiki/cli/utils/validation.py::is_top_tier_model",
+      "codewiki/cli/utils/validation.py::mask_api_key",
+      "codewiki/cli/utils/logging.py::CLILogger",
+      "codewiki/cli/utils/logging.py::create_logger",
+      "codewiki/cli/utils/progress.py::ProgressTracker",
+      "codewiki/cli/utils/progress.py::ModuleProgressBar",
+      "codewiki/cli/utils/repo_validator.py::validate_repository",
+      "codewiki/cli/utils/repo_validator.py::check_writable_output",
+      "codewiki/cli/utils/repo_validator.py::_get_git_repo",
+      "codewiki/cli/utils/repo_validator.py::is_git_repository",
+      "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
+      "codewiki/cli/utils/repo_validator.py::get_git_branch",
+      "codewiki/cli/utils/repo_validator.py::count_code_files",
+      "codewiki/cli/utils/instructions.py::compute_github_pages_url",
+      "codewiki/cli/utils/instructions.py::get_pr_creation_url",
+      "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
+      "codewiki/cli/utils/instructions.py::display_generation_summary",
+      "codewiki/cli/utils/api_errors.py::APIErrorHandler",
+      "codewiki/cli/utils/api_errors.py::wrap_api_call"
+    ]
+  },
+  "CLI 核心": {
+    "children": {},
+    "components": [
+      "codewiki/cli/main.py::cli",
+      "codewiki/cli/main.py::version",
+      "codewiki/cli/main.py::mcp_command",
+      "codewiki/cli/main.py::main",
+      "codewiki/cli/commands/config.py::parse_patterns",
+      "codewiki/cli/commands/config.py::config_group",
+      "codewiki/cli/commands/config.py::config_set",
+      "codewiki/cli/commands/config.py::config_show",
+      "codewiki/cli/commands/config.py::config_validate",
+      "codewiki/cli/commands/config.py::config_agent",
+      "codewiki/cli/commands/generate.py::parse_patterns",
+      "codewiki/cli/commands/generate.py::_detect_changed_files",
+      "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
+      "codewiki/cli/commands/generate.py::_find_affected",
+      "codewiki/cli/commands/generate.py::generate_command",
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/git_manager.py::GitManager",
+      "codewiki/cli/html_generator.py::HTMLGenerator",
+      "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
+      "codewiki/cli/models/config.py::AgentInstructions",
+      "codewiki/cli/models/config.py::Configuration",
+      "codewiki/cli/models/job.py::JobStatus",
+      "codewiki/cli/models/job.py::GenerationOptions",
+      "codewiki/cli/models/job.py::JobStatistics",
+      "codewiki/cli/models/job.py::LLMConfig",
+      "codewiki/cli/models/job.py::DocumentationJob"
+    ]
+  },
+  "MCP 服务": {
+    "children": {},
+    "components": [
+      "codewiki/mcp/server.py::_fine_grained_tools",
+      "codewiki/mcp/server.py::_legacy_tools",
+      "codewiki/mcp/server.py::list_tools",
+      "codewiki/mcp/server.py::call_tool",
+      "codewiki/mcp/server.py::_load_config",
+      "codewiki/mcp/server.py::_legacy_generate_docs",
+      "codewiki/mcp/server.py::_legacy_get_module_tree",
+      "codewiki/mcp/server.py::_summarize_tree",
+      "codewiki/mcp/server.py::_text",
+      "codewiki/mcp/server.py::main",
+      "codewiki/mcp/session.py::SessionState",
+      "codewiki/mcp/session.py::SessionStore",
+      "codewiki/mcp/tools/analysis.py::_build_component_index",
+      "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
+      "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
+      "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
+      "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
+      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+      "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+      "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
+      "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
+      "codewiki/mcp/tools/module_tree.py::_get_processing_order",
+      "codewiki/mcp/tools/module_tree.py::_collect",
+      "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
+      "codewiki/mcp/tools/module_tree.py::handle_get_processing_order",
+      "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
+      "codewiki/mcp/tools/prompt_server.py::_resolve_prompt"
+    ]
+  },
+  "依赖分析器": {
+    "children": {},
+    "components": [
+      "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
+      "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository",
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
+      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
+      "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_logging",
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_module_logging",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::get_function_patterns_for_language",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_file",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::has_high_connectivity_potential",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_critical_function",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_entry_points",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::fallback_priority",
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_connectivity_files",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::_inside",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text"
+    ]
+  },
+  "共享配置": {
+    "children": {},
+    "components": [
+      "codewiki/src/config.py::set_cli_context",
+      "codewiki/src/config.py::is_cli_context",
+      "codewiki/src/config.py::Config",
+      "codewiki/src/utils.py::FileManager"
+    ]
+  },
+  "前端服务": {
+    "children": {},
+    "components": [
+      "codewiki/src/fe/background_worker.py::BackgroundWorker",
+      "codewiki/src/fe/cache_manager.py::CacheManager",
+      "codewiki/src/fe/config.py::WebAppConfig",
+      "codewiki/src/fe/github_processor.py::GitHubRepoProcessor",
+      "codewiki/src/fe/models.py::RepositorySubmission",
+      "codewiki/src/fe/models.py::JobStatusResponse",
+      "codewiki/src/fe/models.py::JobStatus",
+      "codewiki/src/fe/models.py::CacheEntry",
+      "codewiki/src/fe/routes.py::WebRoutes",
+      "codewiki/src/fe/template_utils.py::StringTemplateLoader",
+      "codewiki/src/fe/template_utils.py::render_template",
+      "codewiki/src/fe/template_utils.py::render_navigation",
+      "codewiki/src/fe/template_utils.py::render_job_list",
+      "codewiki/src/fe/visualise_docs.py::initialize_globals",
+      "codewiki/src/fe/visualise_docs.py::load_module_tree",
+      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+      "codewiki/src/fe/visualise_docs.py::replace_mermaid",
+      "codewiki/src/fe/visualise_docs.py::get_file_title",
+      "codewiki/src/fe/visualise_docs.py::index",
+      "codewiki/src/fe/visualise_docs.py::serve_doc",
+      "codewiki/src/fe/visualise_docs.py::main",
+      "codewiki/src/fe/web_app.py::index_get",
+      "codewiki/src/fe/web_app.py::index_post",
+      "codewiki/src/fe/web_app.py::get_job_status",
+      "codewiki/src/fe/web_app.py::view_docs",
+      "codewiki/src/fe/web_app.py::serve_generated_docs",
+      "codewiki/src/fe/web_app.py::main"
+    ]
+  },
+  "后端核心": {
+    "children": {},
+    "components": [
+      "codewiki/src/be/main.py::parse_arguments",
+      "codewiki/src/be/main.py::main",
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/src/be/backend.py::LLMBackend",
+      "codewiki/src/be/backend.py::get_backend",
+      "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
+      "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
+      "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout",
+      "codewiki/src/be/caw_backend.py::_patched",
+      "codewiki/src/be/caw_backend.py::CawBackend",
+      "codewiki/src/be/caw_toolkit.py::_heartbeat",
+      "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
+      "codewiki/src/be/caw_toolkit.py::CawToolKit",
+      "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
+      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
+      "codewiki/src/be/llm_services.py::_build_model_settings",
+      "codewiki/src/be/llm_services.py::_get_litellm_model_name",
+      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
+      "codewiki/src/be/llm_services.py::_create_litellm_openai_client",
+      "codewiki/src/be/llm_services.py::create_main_model",
+      "codewiki/src/be/llm_services.py::create_fallback_model",
+      "codewiki/src/be/llm_services.py::create_fallback_models",
+      "codewiki/src/be/llm_services.py::create_openai_client",
+      "codewiki/src/be/llm_services.py::call_llm",
+      "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
+      "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
+      "codewiki/src/be/llm_services.py::_call_llm_via_azure",
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+      "codewiki/src/be/cluster_modules.py::cluster_modules",
+      "codewiki/src/be/prompt_template.py::format_user_prompt",
+      "codewiki/src/be/prompt_template.py::_format_module_tree",
+      "codewiki/src/be/prompt_template.py::format_cluster_prompt",
+      "codewiki/src/be/prompt_template.py::format_system_prompt",
+      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+      "codewiki/src/be/utils.py::set_main_loop",
+      "codewiki/src/be/utils.py::is_complex_module",
+      "codewiki/src/be/utils.py::count_tokens",
+      "codewiki/src/be/utils.py::validate_mermaid_diagrams",
+      "codewiki/src/be/utils.py::extract_mermaid_blocks",
+      "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
+      "codewiki/src/be/utils.py::_parse_via_mermaid_py",
+      "codewiki/src/be/utils.py::validate_single_diagram"
+    ]
+  }
+}
\ No newline at end of file
diff --git a/repowiki/overview.md b/repowiki/overview.md
new file mode 100644
index 00000000..2b828917
--- /dev/null
+++ b/repowiki/overview.md
@@ -0,0 +1,151 @@
+# CodeWiki-CN 仓库总览
+
+## 项目简介
+
+**CodeWiki-CN** 是 AI IDE 驱动的代码仓库文档生成工具的中国社区分支。通过零配置 MCP 协议与 AI IDE 集成，自动分析多语言代码仓库的依赖关系，生成结构化的 Wiki 文档（包含 Mermaid 架构图、交叉引用和模块索引），支持 CLI 模式和 Web 可视化。
+
+### 核心能力
+
+- **零 LLM 配置**：无需自行配置大模型 API，由 AI IDE 自身模型驱动
+- **9 种语言支持**：Python、Java、JavaScript、TypeScript、C、C++、C#、Kotlin、PHP
+- **IDE 原生集成**：通过 MCP 协议与 CodeBuddy、Cursor、Claude Desktop 等 AI IDE 无缝对接
+- **双模式运行**：CLI 模式（`codewiki generate`）+ MCP Server 模式（9 个细粒度工具）
+- **增量生成**：基于 Git diff 检测变更，仅重新生成受影响模块
+
+## 端到端架构
+
+```mermaid
+graph TD
+    USER[用户 / AI IDE]
+    
+    subgraph 入口层
+        CLI[CLI 核心]
+        MCP[MCP 服务]
+    end
+    
+    subgraph 业务逻辑层
+        BC[后端核心]
+        AGT[Agent 工具]
+        DA[依赖分析器]
+    end
+    
+    subgraph 展示层
+        FE[前端服务]
+        HTML[HTMLGenerator]
+    end
+    
+    subgraph 基础设施层
+        CLI_UTIL[CLI 工具]
+        SC[共享配置]
+    end
+    
+    USER -->|codewiki generate| CLI
+    USER -->|MCP 协议| MCP
+    
+    CLI --> CLI_UTIL
+    CLI --> BC
+    MCP --> DA
+    MCP --> BC
+    
+    BC --> AGT
+    BC --> DA
+    BC --> SC
+    
+    AGT --> CLI_UTIL
+    AGT --> SC
+    
+    DA --> SC
+    DA --> CLI_UTIL
+    
+    CLI --> HTML
+    HTML --> FE
+    
+    FE --> BC
+    FE --> SC
+```
+
+## 工作流程
+
+```mermaid
+graph LR
+    A[analyze_repo] --> B[模块聚类]
+    B --> C[保存模块树]
+    C --> D[叶优先处理]
+    D --> E[read_code_components]
+    E --> F[生成文档]
+    F --> G[write_doc_file]
+    D --> H[生成总览]
+    H --> I[overview.md]
+    G --> J[close_session]
+    I --> J
+```
+
+## 模块索引
+
+| 模块 | 路径 | 组件数 | 说明 |
+|------|------|--------|------|
+| [Agent 工具](Agent 工具.md) | `codewiki/src/be/agent_tools/` | 13 | AI Agent 基础设施：依赖注入、代码读取、文档委托、文件编辑器 |
+| [CLI 工具](CLI 工具.md) | `codewiki/cli/utils/` | 43 | CLI 基础工具：异常处理、文件系统、验证、日志、进度、仓库校验 |
+| [CLI 核心](CLI 核心.md) | `codewiki/cli/` | 26 | CLI 入口和命令：config/generate 命令组、配置管理、Git 管理、HTML 生成 |
+| [MCP 服务](MCP 服务.md) | `codewiki/mcp/` | 27 | MCP 协议服务器：9 个细粒度工具 + 会话管理 + 提示词服务 |
+| [依赖分析器](依赖分析器.md) | `codewiki/src/be/dependency_analyzer/` | 61 | 代码分析引擎：多语言 Tree-sitter 解析、依赖图构建、拓扑排序 |
+| [共享配置](共享配置.md) | `codewiki/src/` | 4 | 全局配置和工具：Config 类、FileManager、CLI/MCP 双上下文 |
+| [前端服务](前端服务.md) | `codewiki/src/fe/` | 27 | Web 应用：FastAPI 路由、Jinja2 模板、文档可视化、缓存管理 |
+| [后端核心](后端核心.md) | `codewiki/src/be/` | 44 | 文档生成引擎：LLM 后端适配（Caw/PydanticAI）、聚类、提示词、Mermaid 验证 |
+
+## 技术栈
+
+| 层次 | 技术 |
+|------|------|
+| AST 解析 | tree-sitter + tree-sitter-language-pack |
+| LLM 集成 | litellm、openai-agents、pydantic-ai + 订阅模式（claude-code/codex） |
+| Web 框架 | FastAPI + uvicorn |
+| CLI 框架 | click |
+| 模板引擎 | Jinja2 |
+| 图表渲染 | Mermaid（CDN 客户端渲染 + Node.js/Python 服务端校验） |
+| MCP 协议 | Python MCP SDK (stdio transport) |
+
+## 目录结构
+
+```
+CodeWiki-CN/
+├── codewiki/
+│   ├── cli/                  # CLI 核心 + CLI 工具
+│   │   ├── adapters/         # 文档生成适配器
+│   │   ├── commands/         # config / generate 命令
+│   │   ├── models/           # 配置和作业数据模型
+│   │   └── utils/            # CLI 工具函数
+│   ├── mcp/                  # MCP 服务
+│   │   ├── tools/            # 工具处理器
+│   │   └── server.py         # MCP 服务器入口
+│   ├── src/
+│   │   ├── be/               # 后端核心 + Agent 工具 + 依赖分析器
+│   │   │   ├── agent_tools/  # AI Agent 工具
+│   │   │   └── dependency_analyzer/  # 代码分析引擎
+│   │   ├── fe/               # 前端服务
+│   │   ├── config.py         # 共享配置
+│   │   └── utils.py          # 共享工具
+│   └── templates/            # GitHub Pages 模板
+├── docker/                   # Docker 部署配置
+├── docs/                     # 已生成的文档
+└── repowiki/                 # 当前 Wiki 输出目录
+```
+
+## 快速开始
+
+**MCP Server 模式**（推荐，零配置）：
+
+```bash
+python -m codewiki.mcp.server
+```
+
+在 AI IDE（CodeBuddy / Cursor / Claude Desktop）中配置 MCP，然后直接说"为这个项目生成 Wiki"。
+
+**CLI 模式**：
+
+```bash
+codewiki config set --provider openai-compatible --api-key YOUR_KEY
+codewiki generate
+```
+
+输出文档位于 `repowiki/` 目录。
\ No newline at end of file
diff --git a/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json b/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
new file mode 100644
index 00000000..9da9484d
--- /dev/null
+++ b/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
@@ -0,0 +1,6264 @@
+{
+  "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator": {
+    "id": "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
+    "name": "CLIDocumentationGenerator",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/adapters/doc_generator.py",
+    "relative_path": "codewiki/cli/adapters/doc_generator.py",
+    "depends_on": [
+      "codewiki/src/config.py::set_cli_context",
+      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+      "codewiki/cli/models/job.py::LLMConfig",
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+      "codewiki/cli/utils/errors.py::APIError",
+      "codewiki/cli/utils/progress.py::ProgressTracker",
+      "codewiki/cli/utils/fs.py::ensure_directory",
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
+      "codewiki/cli/models/job.py::DocumentationJob",
+      "codewiki/cli/html_generator.py::HTMLGenerator",
+      "codewiki/src/be/cluster_modules.py::cluster_modules"
+    ],
+    "source_code": "class CLIDocumentationGenerator:\n    \"\"\"\n    CLI adapter for documentation generation with progress reporting.\n    \n    This class wraps the backend documentation generator and adds\n    CLI-specific features like progress tracking and error handling.\n    \"\"\"\n    \n    def __init__(\n        self,\n        repo_path: Path,\n        output_dir: Path,\n        config: Dict[str, Any],\n        verbose: bool = False,\n        generate_html: bool = False\n    ):\n        \"\"\"\n        Initialize the CLI documentation generator.\n        \n        Args:\n            repo_path: Repository path\n            output_dir: Output directory\n            config: LLM configuration\n            verbose: Enable verbose output\n            generate_html: Whether to generate HTML viewer\n        \"\"\"\n        self.repo_path = repo_path\n        self.output_dir = output_dir\n        self.config = config\n        self.verbose = verbose\n        self.generate_html = generate_html\n        self.progress_tracker = ProgressTracker(total_stages=5, verbose=verbose)\n        self.job = DocumentationJob()\n        \n        # Setup job metadata\n        self.job.repository_path = str(repo_path)\n        self.job.repository_name = repo_path.name\n        self.job.output_directory = str(output_dir)\n        self.job.llm_config = LLMConfig(\n            main_model=config.get('main_model', ''),\n            cluster_model=config.get('cluster_model', ''),\n            base_url=config.get('base_url', '')\n        )\n        \n        # Configure backend logging\n        self._configure_backend_logging()\n    \n    def _configure_backend_logging(self):\n        \"\"\"Configure backend logger for CLI use with colored output.\"\"\"\n        from codewiki.src.be.dependency_analyzer.utils.logging_config import ColoredFormatter\n        \n        # Get backend logger (parent of all backend modules)\n        backend_logger = logging.getLogger('codewiki.src.be')\n        \n        # Remove existing handlers to avoid duplicates\n        backend_logger.handlers.clear()\n        \n        if self.verbose:\n            # In verbose mode, show INFO and above\n            backend_logger.setLevel(logging.INFO)\n            \n            # Create console handler with formatting\n            console_handler = logging.StreamHandler(sys.stdout)\n            console_handler.setLevel(logging.INFO)\n            \n            # Use colored formatter for better readability\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            # Add handler to logger\n            backend_logger.addHandler(console_handler)\n        else:\n            # In non-verbose mode, suppress backend logs (use WARNING level to hide INFO/DEBUG)\n            backend_logger.setLevel(logging.WARNING)\n            \n            # Create console handler for warnings and errors only\n            console_handler = logging.StreamHandler(sys.stderr)\n            console_handler.setLevel(logging.WARNING)\n            \n            # Use colored formatter even for warnings/errors\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            backend_logger.addHandler(console_handler)\n        \n        # Prevent propagation to root logger to avoid duplicate messages\n        backend_logger.propagate = False\n    \n    def generate(self) -> DocumentationJob:\n        \"\"\"\n        Generate documentation with progress tracking.\n        \n        Returns:\n            Completed DocumentationJob\n            \n        Raises:\n            APIError: If LLM API call fails\n        \"\"\"\n        self.job.start()\n        start_time = time.time()\n        \n        try:\n            # Set CLI context for backend\n            set_cli_context(True)\n            \n            # Create backend config with CLI settings\n            backend_config = BackendConfig.from_cli(\n                repo_path=str(self.repo_path),\n                output_dir=str(self.output_dir),\n                llm_base_url=self.config.get('base_url'),\n                llm_api_key=self.config.get('api_key'),\n                main_model=self.config.get('main_model'),\n                cluster_model=self.config.get('cluster_model'),\n                fallback_model=self.config.get('fallback_model'),\n                provider=self.config.get('provider', 'openai-compatible'),\n                aws_region=self.config.get('aws_region', 'us-east-1'),\n                max_tokens=self.config.get('max_tokens', 32768),\n                max_token_per_module=self.config.get('max_token_per_module', 36369),\n                max_token_per_leaf_module=self.config.get('max_token_per_leaf_module', 16000),\n                max_depth=self.config.get('max_depth', 2),\n                agent_instructions=self.config.get('agent_instructions')\n            )\n            \n            # Run backend documentation generation\n            asyncio.run(self._run_backend_generation(backend_config))\n            \n            # Stage 4: HTML Generation (optional)\n            if self.generate_html:\n                self._run_html_generation()\n            \n            # Stage 5: Finalization (metadata already created by backend)\n            self._finalize_job()\n            \n            # Complete job\n            generation_time = time.time() - start_time\n            self.job.complete()\n            \n            return self.job\n            \n        except APIError as e:\n            self.job.fail(str(e))\n            raise\n        except Exception as e:\n            self.job.fail(str(e))\n            raise\n    \n    async def _run_backend_generation(self, backend_config: BackendConfig):\n        \"\"\"Run the backend documentation generation with progress tracking.\"\"\"\n        \n        # Stage 1: Dependency Analysis\n        self.progress_tracker.start_stage(1, \"Dependency Analysis\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.2, \"Initializing dependency analyzer...\")\n        \n        # Create documentation generator\n        doc_generator = DocumentationGenerator(backend_config)\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Parsing source files...\")\n        \n        # Build dependency graph\n        try:\n            components, leaf_nodes = doc_generator.graph_builder.build_dependency_graph()\n            self.job.statistics.total_files_analyzed = len(components)\n            self.job.statistics.leaf_nodes = len(leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.8, f\"Analyzed {len(components)} files, found {len(leaf_nodes)} leaf nodes\")\n                # Log individual files analyzed\n                for comp_name in sorted(components.keys())[:20]:\n                    self.progress_tracker.update_stage(0.9, f\"  File: {comp_name}\")\n                if len(components) > 20:\n                    self.progress_tracker.update_stage(0.9, f\"  ... and {len(components) - 20} more files\")\n        except Exception as e:\n            raise APIError(f\"Dependency analysis failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 2: Module Clustering\n        self.progress_tracker.start_stage(2, \"Module Clustering\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Clustering modules with LLM...\")\n        \n        # Import clustering function\n        from codewiki.src.be.cluster_modules import (\n            cluster_modules,\n            get_clustering_input_token_count,\n        )\n        from codewiki.src.utils import file_manager\n        from codewiki.src.config import FIRST_MODULE_TREE_FILENAME, MODULE_TREE_FILENAME\n\n        working_dir = str(self.output_dir.absolute())\n        file_manager.ensure_directory(working_dir)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n\n        try:\n            if os.path.exists(first_module_tree_path):\n                module_tree = file_manager.load_json(first_module_tree_path)\n                if self.verbose:\n                    self.progress_tracker.update_stage(0.5, \"Loaded cached module tree\")\n            else:\n                if self.verbose:\n                    clustering_tokens = get_clustering_input_token_count(\n                        leaf_nodes, components\n                    )\n                    self.progress_tracker.update_stage(\n                        0.3,\n                        (\n                            f\"Preparing {len(leaf_nodes)} leaf nodes for clustering \"\n                            f\"({clustering_tokens} tokens, threshold \"\n                            f\"{backend_config.max_token_per_module})\"\n                        ),\n                    )\n                    if clustering_tokens <= backend_config.max_token_per_module:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Skipping LLM clustering; selected leaf nodes fit within the module token threshold\",\n                        )\n                    else:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Clustering modules with LLM...\",\n                        )\n                cluster_model = backend_config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    backend_config,\n                    completer=lambda p: doc_generator.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n\n            file_manager.save_json(module_tree, module_tree_path)\n            self.job.module_count = len(module_tree)\n\n            if self.verbose:\n                if len(module_tree) == 0:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        \"Created 0 modules; continuing in whole-repository documentation mode\",\n                    )\n                else:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        f\"Created {len(module_tree)} modules\",\n                    )\n                for mod_name in sorted(module_tree.keys()):\n                    file_count = len(module_tree[mod_name]) if isinstance(module_tree[mod_name], list) else \"?\"\n                    self.progress_tracker.update_stage(1.0, f\"  Module: {mod_name} ({file_count} files)\")\n        except Exception as e:\n            raise APIError(f\"Module clustering failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 3: Documentation Generation\n        self.progress_tracker.start_stage(3, \"Documentation Generation\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.1, \"Generating module documentation...\")\n        \n        try:\n            if self.verbose:\n                self.progress_tracker.update_stage(0.2, f\"Generating documentation for {self.job.module_count} modules...\")\n\n            # Run the actual documentation generation\n            await doc_generator.generate_module_documentation(components, leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.9, \"Creating repository overview...\")\n            \n            # Create metadata\n            doc_generator.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            # Collect generated files\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') or file_path.endswith('.json'):\n                    self.job.files_generated.append(file_path)\n            \n        except Exception as e:\n            raise APIError(f\"Documentation generation failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _run_html_generation(self):\n        \"\"\"Run HTML generation stage.\"\"\"\n        self.progress_tracker.start_stage(4, \"HTML Generation\")\n        \n        from codewiki.cli.html_generator import HTMLGenerator\n        \n        # Generate HTML\n        html_generator = HTMLGenerator()\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.3, \"Loading module tree and metadata...\")\n        \n        repo_info = html_generator.detect_repository_info(self.repo_path)\n        \n        # Generate HTML with auto-loading of module_tree and metadata from docs_dir\n        output_path = self.output_dir / \"index.html\"\n        html_generator.generate(\n            output_path=output_path,\n            title=repo_info['name'],\n            repository_url=repo_info['url'],\n            github_pages_url=repo_info['github_pages_url'],\n            docs_dir=self.output_dir  # Auto-load module_tree and metadata from here\n        )\n        \n        self.job.files_generated.append(\"index.html\")\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(1.0, \"Generated index.html\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _finalize_job(self):\n        \"\"\"Finalize the job (metadata already created by backend).\"\"\"\n        # Just verify metadata exists\n        metadata_path = self.output_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            # Create our own if backend didn't\n            with open(metadata_path, 'w') as f:\n                f.write(self.job.to_json())",
+    "start_line": 26,
+    "end_line": 347,
+    "has_docstring": true,
+    "docstring": "CLI adapter for documentation generation with progress reporting.\n\nThis class wraps the backend documentation generator and adds\nCLI-specific features like progress tracking and error handling.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class CLIDocumentationGenerator",
+    "component_id": "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/config.py::parse_patterns": {
+    "id": "codewiki/cli/commands/config.py::parse_patterns",
+    "name": "parse_patterns",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
+    "relative_path": "codewiki/cli/commands/config.py",
+    "depends_on": [],
+    "source_code": "def parse_patterns(patterns_str: str) -> List[str]:\n    \"\"\"Parse comma-separated patterns into a list.\"\"\"\n    if not patterns_str:\n        return []\n    return [p.strip() for p in patterns_str.split(',') if p.strip()]",
+    "start_line": 27,
+    "end_line": 31,
+    "has_docstring": true,
+    "docstring": "Parse comma-separated patterns into a list.",
+    "parameters": [
+      "patterns_str"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function parse_patterns",
+    "component_id": "codewiki/cli/commands/config.py::parse_patterns",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/config.py::config_group": {
+    "id": "codewiki/cli/commands/config.py::config_group",
+    "name": "config_group",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
+    "relative_path": "codewiki/cli/commands/config.py",
+    "depends_on": [],
+    "source_code": "def config_group():\n    \"\"\"Manage CodeWiki configuration (API credentials and settings).\"\"\"\n    pass",
+    "start_line": 35,
+    "end_line": 37,
+    "has_docstring": true,
+    "docstring": "Manage CodeWiki configuration (API credentials and settings).",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function config_group",
+    "component_id": "codewiki/cli/commands/config.py::config_group",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/config.py::config_set": {
+    "id": "codewiki/cli/commands/config.py::config_set",
+    "name": "config_set",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
+    "relative_path": "codewiki/cli/commands/config.py",
+    "depends_on": [
+      "codewiki/cli/utils/validation.py::validate_model_name",
+      "codewiki/cli/utils/errors.py::ConfigurationError",
+      "codewiki/cli/utils/validation.py::validate_api_key",
+      "codewiki/cli/utils/validation.py::is_top_tier_model",
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/utils/validation.py::validate_url",
+      "codewiki/cli/utils/errors.py::handle_error"
+    ],
+    "source_code": "def config_set(\n    api_key: Optional[str],\n    base_url: Optional[str],\n    main_model: Optional[str],\n    cluster_model: Optional[str],\n    fallback_model: Optional[str],\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    provider: Optional[str] = None,\n    aws_region: Optional[str] = None,\n    api_version: Optional[str] = None,\n    azure_deployment: Optional[str] = None\n):\n    \"\"\"\n    Set configuration values for CodeWiki.\n    \n    API keys are stored securely in your system keychain:\n      • macOS: Keychain Access\n      • Windows: Credential Manager  \n      • Linux: Secret Service (GNOME Keyring, KWallet)\n    \n    Examples:\n\n    \\b\n    # Set all configuration (API mode)\n    $ codewiki config set --api-key sk-abc123 --base-url https://api.anthropic.com \\\\\n        --main-model claude-sonnet-4 --cluster-model claude-sonnet-4 --fallback-model glm-4p5\n\n    \\b\n    # Subscription mode (Claude Code) — no API key needed,\n    # authenticate via 'claude login' on the host first\n    $ codewiki config set --provider claude-code --main-model claude-sonnet-4-5\n\n    \\b\n    # Subscription mode (Codex)\n    $ codewiki config set --provider codex --main-model gpt-5.2-codex\n\n    \\b\n    # Update only API key\n    $ codewiki config set --api-key sk-new-key\n\n    \\b\n    # Set max tokens for LLM response\n    $ codewiki config set --max-tokens 16384\n\n    \\b\n    # Set all max token settings\n    $ codewiki config set --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n    \\b\n    # Set max depth for hierarchical decomposition\n    $ codewiki config set --max-depth 3\n    \"\"\"\n    try:\n        # Check if at least one option is provided\n        if not any([api_key, base_url, main_model, cluster_model, fallback_model, max_tokens, max_token_per_module, max_token_per_leaf_module, max_depth, provider, aws_region, api_version, azure_deployment]):\n            click.echo(\"No options provided. Use --help for usage information.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Validate inputs before saving\n        validated_data = {}\n        \n        if api_key:\n            validated_data['api_key'] = validate_api_key(api_key)\n        \n        if base_url:\n            validated_data['base_url'] = validate_url(base_url)\n        \n        if main_model:\n            validated_data['main_model'] = validate_model_name(main_model)\n        \n        if cluster_model:\n            validated_data['cluster_model'] = validate_model_name(cluster_model)\n        \n        if fallback_model:\n            validated_data['fallback_model'] = validate_model_name(fallback_model)\n        \n        if max_tokens is not None:\n            if max_tokens < 1:\n                raise ConfigurationError(\"max_tokens must be a positive integer\")\n            validated_data['max_tokens'] = max_tokens\n        \n        if max_token_per_module is not None:\n            if max_token_per_module < 1:\n                raise ConfigurationError(\"max_token_per_module must be a positive integer\")\n            validated_data['max_token_per_module'] = max_token_per_module\n        \n        if max_token_per_leaf_module is not None:\n            if max_token_per_leaf_module < 1:\n                raise ConfigurationError(\"max_token_per_leaf_module must be a positive integer\")\n            validated_data['max_token_per_leaf_module'] = max_token_per_leaf_module\n        \n        if max_depth is not None:\n            if max_depth < 1:\n                raise ConfigurationError(\"max_depth must be a positive integer\")\n            validated_data['max_depth'] = max_depth\n\n        if provider is not None:\n            validated_data['provider'] = provider\n\n        if aws_region is not None:\n            validated_data['aws_region'] = aws_region\n\n        if api_version is not None:\n            validated_data['api_version'] = api_version\n\n        if azure_deployment is not None:\n            validated_data['azure_deployment'] = azure_deployment\n\n        # Create config manager and save\n        manager = ConfigManager()\n        manager.load()  # Load existing config if present\n\n        manager.save(\n            api_key=validated_data.get('api_key'),\n            base_url=validated_data.get('base_url'),\n            main_model=validated_data.get('main_model'),\n            cluster_model=validated_data.get('cluster_model'),\n            fallback_model=validated_data.get('fallback_model'),\n            max_tokens=validated_data.get('max_tokens'),\n            max_token_per_module=validated_data.get('max_token_per_module'),\n            max_token_per_leaf_module=validated_data.get('max_token_per_leaf_module'),\n            max_depth=validated_data.get('max_depth'),\n            provider=validated_data.get('provider'),\n            aws_region=validated_data.get('aws_region'),\n            api_version=validated_data.get('api_version'),\n            azure_deployment=validated_data.get('azure_deployment')\n        )\n        \n        # Display success messages\n        click.echo()\n        if api_key:\n            if manager.keyring_available:\n                click.secho(\"✓ API key saved to system keychain\", fg=\"green\")\n            else:\n                click.secho(\n                    \"⚠️  System keychain unavailable. API key stored in encrypted file.\",\n                    fg=\"yellow\"\n                )\n        \n        if base_url:\n            click.secho(f\"✓ Base URL: {base_url}\", fg=\"green\")\n        \n        if main_model:\n            click.secho(f\"✓ Main model: {main_model}\", fg=\"green\")\n        \n        if cluster_model:\n            click.secho(f\"✓ Cluster model: {cluster_model}\", fg=\"green\")\n            \n            # Warn if not using top-tier model for clustering\n            if not is_top_tier_model(cluster_model):\n                click.secho(\n                    \"\\n⚠️  Cluster model is not a top-tier LLM. \"\n                    \"Documentation quality may be suboptimal.\",\n                    fg=\"yellow\"\n                )\n                click.echo(\n                    \"   Recommended models: claude-opus, claude-sonnet-4, gpt-4, gpt-4-turbo\"\n                )\n        \n        if fallback_model:\n            click.secho(f\"✓ Fallback model: {fallback_model}\", fg=\"green\")\n        \n        if max_tokens:\n            click.secho(f\"✓ Max tokens: {max_tokens}\", fg=\"green\")\n        \n        if max_token_per_module:\n            click.secho(f\"✓ Max token per module: {max_token_per_module}\", fg=\"green\")\n        \n        if max_token_per_leaf_module:\n            click.secho(f\"✓ Max token per leaf module: {max_token_per_leaf_module}\", fg=\"green\")\n        \n        if max_depth:\n            click.secho(f\"✓ Max depth: {max_depth}\", fg=\"green\")\n\n        if provider:\n            click.secho(f\"✓ Provider: {provider}\", fg=\"green\")\n\n        if aws_region:\n            click.secho(f\"✓ AWS Region: {aws_region}\", fg=\"green\")\n\n        if api_version:\n            click.secho(f\"✓ API Version: {api_version}\", fg=\"green\")\n\n        if azure_deployment:\n            click.secho(f\"✓ Azure Deployment: {azure_deployment}\", fg=\"green\")\n\n        click.echo(\"\\n\" + click.style(\"Configuration updated successfully.\", fg=\"green\", bold=True))\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e))",
+    "start_line": 112,
+    "end_line": 307,
+    "has_docstring": true,
+    "docstring": "Set configuration values for CodeWiki.\n\nAPI keys are stored securely in your system keychain:\n  • macOS: Keychain Access\n  • Windows: Credential Manager  \n  • Linux: Secret Service (GNOME Keyring, KWallet)\n\nExamples:\n\n\b\n# Set all configuration (API mode)\n$ codewiki config set --api-key sk-abc123 --base-url https://api.anthropic.com \\\n    --main-model claude-sonnet-4 --cluster-model claude-sonnet-4 --fallback-model glm-4p5\n\n\b\n# Subscription mode (Claude Code) — no API key needed,\n# authenticate via 'claude login' on the host first\n$ codewiki config set --provider claude-code --main-model claude-sonnet-4-5\n\n\b\n# Subscription mode (Codex)\n$ codewiki config set --provider codex --main-model gpt-5.2-codex\n\n\b\n# Update only API key\n$ codewiki config set --api-key sk-new-key\n\n\b\n# Set max tokens for LLM response\n$ codewiki config set --max-tokens 16384\n\n\b\n# Set all max token settings\n$ codewiki config set --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n\b\n# Set max depth for hierarchical decomposition\n$ codewiki config set --max-depth 3",
+    "parameters": [
+      "api_key",
+      "base_url",
+      "main_model",
+      "cluster_model",
+      "fallback_model",
+      "max_tokens",
+      "max_token_per_module",
+      "max_token_per_leaf_module",
+      "max_depth",
+      "provider",
+      "aws_region",
+      "api_version",
+      "azure_deployment"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function config_set",
+    "component_id": "codewiki/cli/commands/config.py::config_set",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/config.py::config_show": {
+    "id": "codewiki/cli/commands/config.py::config_show",
+    "name": "config_show",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
+    "relative_path": "codewiki/cli/commands/config.py",
+    "depends_on": [
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/cli/utils/errors.py::handle_error",
+      "codewiki/cli/utils/validation.py::mask_api_key"
+    ],
+    "source_code": "def config_show(output_json: bool):\n    \"\"\"\n    Display current configuration.\n    \n    API keys are masked for security (showing only first and last 4 characters).\n    \n    Examples:\n    \n    \\b\n    # Display configuration\n    $ codewiki config show\n    \n    \\b\n    # Display as JSON\n    $ codewiki config show --json\n    \"\"\"\n    try:\n        manager = ConfigManager()\n        \n        if not manager.load():\n            click.secho(\"\\n✗ Configuration not found.\", fg=\"red\", err=True)\n            click.echo(\"\\nPlease run 'codewiki config set' to configure your API credentials:\")\n            click.echo(\"  codewiki config set --api-key <key> --base-url <url> \\\\\")\n            click.echo(\"    --main-model <model> --cluster-model <model> --fallback-model <model>\")\n            click.echo(\"\\nFor more help: codewiki config set --help\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        config = manager.get_config()\n        api_key = manager.get_api_key()\n        \n        if output_json:\n            # JSON output\n            output = {\n                \"api_key\": mask_api_key(api_key) if api_key else \"Not set\",\n                \"api_key_storage\": \"keychain\" if manager.keyring_available else \"encrypted_file\",\n                \"base_url\": config.base_url if config else \"\",\n                \"main_model\": config.main_model if config else \"\",\n                \"cluster_model\": config.cluster_model if config else \"\",\n                \"fallback_model\": config.fallback_model if config else \"glm-4p5\",\n                \"default_output\": config.default_output if config else \"docs\",\n                \"max_tokens\": config.max_tokens if config else 32768,\n                \"max_token_per_module\": config.max_token_per_module if config else 36369,\n                \"max_token_per_leaf_module\": config.max_token_per_leaf_module if config else 16000,\n                \"max_depth\": config.max_depth if config else 2,\n                \"agent_instructions\": config.agent_instructions.to_dict() if config and config.agent_instructions else {},\n                \"config_file\": str(manager.config_file_path)\n            }\n            click.echo(json.dumps(output, indent=2))\n        else:\n            # Human-readable output\n            click.echo()\n            click.secho(\"CodeWiki Configuration\", fg=\"blue\", bold=True)\n            click.echo(\"━\" * 40)\n            click.echo()\n            \n            from codewiki.src.be.backend import is_caw_provider\n            caw_mode = bool(config) and is_caw_provider(config.provider)\n\n            click.secho(\"Credentials\", fg=\"cyan\", bold=True)\n            if caw_mode:\n                cli_name = \"claude\" if config.provider == \"claude-code\" else \"codex\"\n                click.secho(\n                    f\"  Subscription mode: authenticate via '{cli_name} login' (no API key needed)\",\n                    fg=\"cyan\",\n                )\n            elif api_key:\n                storage = \"system keychain\" if manager.keyring_available else \"encrypted file\"\n                click.echo(f\"  API Key:          {mask_api_key(api_key)} (in {storage})\")\n            else:\n                click.secho(\"  API Key:          Not set\", fg=\"yellow\")\n\n            click.echo()\n            click.secho(\"API Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Provider:         {config.provider}\")\n                click.echo(f\"  Main Model:       {config.main_model or 'Not set'}\")\n                if not caw_mode:\n                    click.echo(f\"  Base URL:         {config.base_url or 'Not set'}\")\n                    click.echo(f\"  Cluster Model:    {config.cluster_model or 'Not set'}\")\n                    click.echo(f\"  Fallback Model:   {config.fallback_model or 'Not set'}\")\n                    if config.provider == \"bedrock\":\n                        click.echo(f\"  AWS Region:       {config.aws_region}\")\n                    elif config.provider == \"azure-openai\":\n                        click.echo(f\"  API Version:      {config.api_version}\")\n                        click.echo(f\"  Azure Deployment: {config.azure_deployment or 'Not set'}\")\n            else:\n                click.secho(\"  Not configured\", fg=\"yellow\")\n            \n            click.echo()\n            click.secho(\"Output Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Default Output:   {config.default_output}\")\n            \n            click.echo()\n            click.secho(\"Token Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Max Tokens:              {config.max_tokens}\")\n                click.echo(f\"  Max Token/Module:        {config.max_token_per_module}\")\n                click.echo(f\"  Max Token/Leaf Module:   {config.max_token_per_leaf_module}\")\n            \n            click.echo()\n            click.secho(\"Decomposition Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Max Depth:               {config.max_depth}\")\n            \n            click.echo()\n            click.secho(\"Agent Instructions\", fg=\"cyan\", bold=True)\n            if config and config.agent_instructions and not config.agent_instructions.is_empty():\n                agent = config.agent_instructions\n                if agent.include_patterns:\n                    click.echo(f\"  Include patterns:   {', '.join(agent.include_patterns)}\")\n                if agent.exclude_patterns:\n                    click.echo(f\"  Exclude patterns:   {', '.join(agent.exclude_patterns)}\")\n                if agent.focus_modules:\n                    click.echo(f\"  Focus modules:      {', '.join(agent.focus_modules)}\")\n                if agent.doc_type:\n                    click.echo(f\"  Doc type:           {agent.doc_type}\")\n                if agent.custom_instructions:\n                    click.echo(f\"  Custom instructions: {agent.custom_instructions[:50]}...\")\n            else:\n                click.secho(\"  Using defaults (no custom settings)\", fg=\"yellow\")\n            \n            click.echo()\n            click.echo(f\"Configuration file: {manager.config_file_path}\")\n            click.echo()\n        \n    except Exception as e:\n        sys.exit(handle_error(e))",
+    "start_line": 317,
+    "end_line": 444,
+    "has_docstring": true,
+    "docstring": "Display current configuration.\n\nAPI keys are masked for security (showing only first and last 4 characters).\n\nExamples:\n\n\b\n# Display configuration\n$ codewiki config show\n\n\b\n# Display as JSON\n$ codewiki config show --json",
+    "parameters": [
+      "output_json"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function config_show",
+    "component_id": "codewiki/cli/commands/config.py::config_show",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/config.py::config_validate": {
+    "id": "codewiki/cli/commands/config.py::config_validate",
+    "name": "config_validate",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
+    "relative_path": "codewiki/cli/commands/config.py",
+    "depends_on": [
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/cli/utils/validation.py::is_top_tier_model",
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/utils/validation.py::validate_url",
+      "codewiki/cli/utils/errors.py::handle_error"
+    ],
+    "source_code": "def config_validate(quick: bool, verbose: bool):\n    \"\"\"\n    Validate configuration and test LLM API connectivity.\n    \n    Checks:\n      • Configuration file exists and is valid\n      • API key is present\n      • API settings are correctly formatted\n      • (Optional) API connectivity test\n    \n    Examples:\n    \n    \\b\n    # Full validation with API test\n    $ codewiki config validate\n    \n    \\b\n    # Quick validation (config only)\n    $ codewiki config validate --quick\n    \n    \\b\n    # Verbose output\n    $ codewiki config validate --verbose\n    \"\"\"\n    try:\n        click.echo()\n        click.secho(\"Validating configuration...\", fg=\"blue\", bold=True)\n        click.echo()\n        \n        manager = ConfigManager()\n        \n        # Step 1: Check config file\n        if verbose:\n            click.echo(\"[1/5] Checking configuration file...\")\n            click.echo(f\"      Path: {manager.config_file_path}\")\n        \n        if not manager.load():\n            click.secho(\"✗ Configuration file not found\", fg=\"red\")\n            click.echo()\n            click.echo(\"Error: Configuration is incomplete. Run 'codewiki config set --help' for setup instructions.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        if verbose:\n            click.secho(\"      ✓ File exists\", fg=\"green\")\n            click.secho(\"      ✓ Valid JSON format\", fg=\"green\")\n        else:\n            click.secho(\"✓ Configuration file exists\", fg=\"green\")\n        \n        # Load config early so we know the provider for the rest of the checks.\n        config = manager.get_config()\n        from codewiki.src.be.backend import is_caw_provider\n        caw_mode = bool(config) and is_caw_provider(config.provider)\n\n        # Step 2: Check API key (skipped for subscription providers)\n        if verbose:\n            click.echo()\n            click.echo(\"[2/5] Checking API key...\")\n\n        if caw_mode:\n            if verbose:\n                click.secho(\"      ✓ API key not required (subscription mode)\", fg=\"green\")\n            else:\n                click.secho(\"✓ API key not required (subscription mode)\", fg=\"green\")\n        else:\n            if verbose:\n                storage = \"system keychain\" if manager.keyring_available else \"encrypted file\"\n                click.echo(f\"      Storage: {storage}\")\n\n            api_key = manager.get_api_key()\n            if not api_key:\n                click.secho(\"✗ API key missing\", fg=\"red\")\n                click.echo()\n                click.echo(\"Error: API key not set. Run 'codewiki config set --api-key <key>'\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(f\"      ✓ API key retrieved\", fg=\"green\")\n                click.secho(f\"      ✓ Length: {len(api_key)} characters\", fg=\"green\")\n            else:\n                click.secho(\"✓ API key present (stored in keychain)\", fg=\"green\")\n\n        # Step 3: Check base URL (skipped for subscription providers)\n        if verbose:\n            click.echo()\n            click.echo(\"[3/5] Checking base URL...\")\n\n        if caw_mode:\n            if verbose:\n                click.secho(\"      ✓ Base URL not required (subscription mode)\", fg=\"green\")\n            else:\n                click.secho(\"✓ Base URL not required (subscription mode)\", fg=\"green\")\n        else:\n            if verbose:\n                click.echo(f\"      URL: {config.base_url}\")\n\n            if not config.base_url:\n                click.secho(\"✗ Base URL not set\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            try:\n                validate_url(config.base_url)\n                if verbose:\n                    click.secho(\"      ✓ Valid HTTPS URL\", fg=\"green\")\n                else:\n                    click.secho(f\"✓ Base URL valid: {config.base_url}\", fg=\"green\")\n            except ConfigurationError as e:\n                click.secho(f\"✗ Invalid base URL: {e.message}\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Step 4: Check models\n        if verbose:\n            click.echo()\n            click.echo(\"[4/5] Checking model configuration...\")\n            click.echo(f\"      Main model: {config.main_model}\")\n            if not caw_mode:\n                click.echo(f\"      Cluster model: {config.cluster_model}\")\n                click.echo(f\"      Fallback model: {config.fallback_model}\")\n\n        if caw_mode:\n            if not config.main_model:\n                click.secho(\"✗ Main model not configured\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n            if verbose:\n                click.secho(\"      ✓ Main model configured\", fg=\"green\")\n            else:\n                click.secho(f\"✓ Main model configured: {config.main_model}\", fg=\"green\")\n        else:\n            if not config.main_model or not config.cluster_model or not config.fallback_model:\n                click.secho(\"✗ Models not configured\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(\"      ✓ Models configured\", fg=\"green\")\n            else:\n                click.secho(f\"✓ Main model configured: {config.main_model}\", fg=\"green\")\n                click.secho(f\"✓ Cluster model configured: {config.cluster_model}\", fg=\"green\")\n                click.secho(f\"✓ Fallback model configured: {config.fallback_model}\", fg=\"green\")\n\n            # Warn about non-top-tier cluster model\n            if not is_top_tier_model(config.cluster_model):\n                click.secho(\n                    \"⚠️  Cluster model is not top-tier. Consider using claude-sonnet-4 or gpt-4.\",\n                    fg=\"yellow\"\n                )\n\n        # Step 5: API connectivity test (unless --quick)\n        if caw_mode:\n            if verbose:\n                click.echo()\n                click.echo(\"[5/5] Checking CLI availability...\")\n\n            import shutil\n            cli_name = \"claude\" if config.provider == \"claude-code\" else \"codex\"\n            cli_path = shutil.which(cli_name)\n            if not cli_path:\n                click.secho(f\"✗ {cli_name} CLI not found in PATH\", fg=\"red\")\n                click.echo(\n                    f\"\\nInstall the {cli_name} CLI and run '{cli_name} login' \"\n                    f\"to authenticate, then re-run this command.\"\n                )\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(f\"      ✓ {cli_name} CLI found at {cli_path}\", fg=\"green\")\n                click.secho(\n                    f\"      ↳ Ensure '{cli_name} login' has been run on this host.\",\n                    fg=\"cyan\",\n                )\n            else:\n                click.secho(f\"✓ {cli_name} CLI available (run '{cli_name} login' if not yet authenticated)\", fg=\"green\")\n        elif not quick:\n            if verbose:\n                click.echo()\n                click.echo(\"[5/5] Testing API connectivity...\")\n                click.echo(f\"      URL: {config.base_url}\")\n\n            try:\n                base_url_lower = (config.base_url or \"\").lower()\n                provider = getattr(config, 'provider', 'openai-compatible')\n                if provider == \"azure-openai\" or \".openai.azure.com\" in base_url_lower:\n                    # Use Azure OpenAI SDK\n                    from openai import AzureOpenAI\n                    client = AzureOpenAI(\n                        api_key=api_key,\n                        api_version=config.api_version,\n                        azure_endpoint=config.base_url,\n                    )\n                    client.models.list()\n                elif \"api.anthropic.com\" in base_url_lower:\n                    # Use Anthropic SDK for native Anthropic endpoints\n                    import anthropic\n                    client = anthropic.Anthropic(api_key=api_key)\n                    client.models.list(limit=1)\n                else:\n                    # Use OpenAI SDK for OpenAI-compatible endpoints\n                    from openai import OpenAI\n                    client = OpenAI(api_key=api_key, base_url=config.base_url)\n                    client.models.list()\n\n                if verbose:\n                    click.secho(\"      ✓ API responded successfully\", fg=\"green\")\n                else:\n                    click.secho(\"✓ API connectivity test successful\", fg=\"green\")\n            except Exception as e:\n                click.secho(\"✗ API connectivity test failed\", fg=\"red\")\n                if verbose:\n                    click.echo(f\"      Error: {e}\")\n                sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Success\n        click.echo()\n        click.secho(\"✓ Configuration is valid!\", fg=\"green\", bold=True)\n        click.echo()\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
+    "start_line": 459,
+    "end_line": 677,
+    "has_docstring": true,
+    "docstring": "Validate configuration and test LLM API connectivity.\n\nChecks:\n  • Configuration file exists and is valid\n  • API key is present\n  • API settings are correctly formatted\n  • (Optional) API connectivity test\n\nExamples:\n\n\b\n# Full validation with API test\n$ codewiki config validate\n\n\b\n# Quick validation (config only)\n$ codewiki config validate --quick\n\n\b\n# Verbose output\n$ codewiki config validate --verbose",
+    "parameters": [
+      "quick",
+      "verbose"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function config_validate",
+    "component_id": "codewiki/cli/commands/config.py::config_validate",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/config.py::config_agent": {
+    "id": "codewiki/cli/commands/config.py::config_agent",
+    "name": "config_agent",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
+    "relative_path": "codewiki/cli/commands/config.py",
+    "depends_on": [
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/commands/config.py::parse_patterns",
+      "codewiki/cli/utils/errors.py::handle_error",
+      "codewiki/cli/models/config.py::AgentInstructions"
+    ],
+    "source_code": "def config_agent(\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    clear: bool\n):\n    \"\"\"\n    Configure default agent instructions for documentation generation.\n    \n    These settings are used as defaults when running 'codewiki generate'.\n    Runtime options (--include, --exclude, etc.) override these defaults.\n    \n    Examples:\n    \n    \\b\n    # Set include patterns for C# projects\n    $ codewiki config agent --include \"*.cs\"\n    \n    \\b\n    # Exclude test projects\n    $ codewiki config agent --exclude \"*Tests*,*Specs*,test_*\"\n    \n    \\b\n    # Focus on specific modules\n    $ codewiki config agent --focus \"src/core,src/api\"\n    \n    \\b\n    # Set default doc type\n    $ codewiki config agent --doc-type architecture\n    \n    \\b\n    # Add custom instructions\n    $ codewiki config agent --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Clear all agent instructions\n    $ codewiki config agent --clear\n    \"\"\"\n    try:\n        manager = ConfigManager()\n        \n        if not manager.load():\n            click.secho(\"\\n✗ Configuration not found.\", fg=\"red\", err=True)\n            click.echo(\"\\nPlease run 'codewiki config set' first to configure your API credentials.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        config = manager.get_config()\n        \n        if clear:\n            # Clear all agent instructions\n            config.agent_instructions = AgentInstructions()\n            manager.save()\n            click.echo()\n            click.secho(\"✓ Agent instructions cleared\", fg=\"green\")\n            click.echo()\n            return\n        \n        # Check if at least one option is provided\n        if not any([include, exclude, focus, doc_type, instructions]):\n            # Display current settings\n            click.echo()\n            click.secho(\"Agent Instructions\", fg=\"blue\", bold=True)\n            click.echo(\"━\" * 40)\n            click.echo()\n            \n            agent = config.agent_instructions\n            if agent and not agent.is_empty():\n                if agent.include_patterns:\n                    click.echo(f\"  Include patterns:   {', '.join(agent.include_patterns)}\")\n                if agent.exclude_patterns:\n                    click.echo(f\"  Exclude patterns:   {', '.join(agent.exclude_patterns)}\")\n                if agent.focus_modules:\n                    click.echo(f\"  Focus modules:      {', '.join(agent.focus_modules)}\")\n                if agent.doc_type:\n                    click.echo(f\"  Doc type:           {agent.doc_type}\")\n                if agent.custom_instructions:\n                    click.echo(f\"  Custom instructions: {agent.custom_instructions}\")\n            else:\n                click.secho(\"  No agent instructions configured (using defaults)\", fg=\"yellow\")\n            \n            click.echo()\n            click.echo(\"Use 'codewiki config agent --help' for usage information.\")\n            click.echo()\n            return\n        \n        # Update agent instructions\n        current = config.agent_instructions or AgentInstructions()\n        \n        if include is not None:\n            current.include_patterns = parse_patterns(include) if include else None\n        if exclude is not None:\n            current.exclude_patterns = parse_patterns(exclude) if exclude else None\n        if focus is not None:\n            current.focus_modules = parse_patterns(focus) if focus else None\n        if doc_type is not None:\n            current.doc_type = doc_type if doc_type else None\n        if instructions is not None:\n            current.custom_instructions = instructions if instructions else None\n        \n        config.agent_instructions = current\n        manager.save()\n        \n        # Display success messages\n        click.echo()\n        if include:\n            click.secho(f\"✓ Include patterns: {parse_patterns(include)}\", fg=\"green\")\n        if exclude:\n            click.secho(f\"✓ Exclude patterns: {parse_patterns(exclude)}\", fg=\"green\")\n        if focus:\n            click.secho(f\"✓ Focus modules: {parse_patterns(focus)}\", fg=\"green\")\n        if doc_type:\n            click.secho(f\"✓ Doc type: {doc_type}\", fg=\"green\")\n        if instructions:\n            click.secho(f\"✓ Custom instructions set\", fg=\"green\")\n        \n        click.echo(\"\\n\" + click.style(\"Agent instructions updated successfully.\", fg=\"green\", bold=True))\n        click.echo()\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e))",
+    "start_line": 720,
+    "end_line": 844,
+    "has_docstring": true,
+    "docstring": "Configure default agent instructions for documentation generation.\n\nThese settings are used as defaults when running 'codewiki generate'.\nRuntime options (--include, --exclude, etc.) override these defaults.\n\nExamples:\n\n\b\n# Set include patterns for C# projects\n$ codewiki config agent --include \"*.cs\"\n\n\b\n# Exclude test projects\n$ codewiki config agent --exclude \"*Tests*,*Specs*,test_*\"\n\n\b\n# Focus on specific modules\n$ codewiki config agent --focus \"src/core,src/api\"\n\n\b\n# Set default doc type\n$ codewiki config agent --doc-type architecture\n\n\b\n# Add custom instructions\n$ codewiki config agent --instructions \"Focus on public APIs and include usage examples\"\n\n\b\n# Clear all agent instructions\n$ codewiki config agent --clear",
+    "parameters": [
+      "include",
+      "exclude",
+      "focus",
+      "doc_type",
+      "instructions",
+      "clear"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function config_agent",
+    "component_id": "codewiki/cli/commands/config.py::config_agent",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/generate.py::parse_patterns": {
+    "id": "codewiki/cli/commands/generate.py::parse_patterns",
+    "name": "parse_patterns",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
+    "relative_path": "codewiki/cli/commands/generate.py",
+    "depends_on": [],
+    "source_code": "def parse_patterns(patterns_str: str) -> List[str]:\n    \"\"\"Parse comma-separated patterns into a list.\"\"\"\n    if not patterns_str:\n        return []\n    return [p.strip() for p in patterns_str.split(',') if p.strip()]",
+    "start_line": 35,
+    "end_line": 39,
+    "has_docstring": true,
+    "docstring": "Parse comma-separated patterns into a list.",
+    "parameters": [
+      "patterns_str"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function parse_patterns",
+    "component_id": "codewiki/cli/commands/generate.py::parse_patterns",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/generate.py::_detect_changed_files": {
+    "id": "codewiki/cli/commands/generate.py::_detect_changed_files",
+    "name": "_detect_changed_files",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
+    "relative_path": "codewiki/cli/commands/generate.py",
+    "depends_on": [],
+    "source_code": "def _detect_changed_files(\n    repo_path: Path,\n    output_dir: Path,\n    logger,\n    verbose: bool\n) -> Optional[List[str]]:\n    \"\"\"\n    Detect files changed since the last documentation generation.\n\n    Reads the commit_id from metadata.json and compares with current HEAD\n    using git diff. When running inside a subdirectory of a monorepo,\n    only files under that subdirectory are returned.\n\n    Returns list of changed file paths relative to repo_path, or None if\n    unable to determine (e.g., no metadata, not a git repo).\n    \"\"\"\n    import json\n\n    metadata_path = output_dir / \"metadata.json\"\n    if not metadata_path.exists():\n        if verbose:\n            logger.debug(\"No metadata.json found — cannot detect changes, running full generation.\")\n        return None\n\n    try:\n        metadata = json.loads(metadata_path.read_text())\n        prev_commit = metadata.get(\"generation_info\", {}).get(\"commit_id\")\n        if not prev_commit:\n            if verbose:\n                logger.debug(\"No commit_id in metadata — running full generation.\")\n            return None\n    except (json.JSONDecodeError, OSError):\n        return None\n\n    # Get current HEAD commit\n    try:\n        import git\n        repo = git.Repo(repo_path, search_parent_directories=True)\n        current_commit = repo.head.commit.hexsha\n    except Exception:\n        if verbose:\n            logger.debug(\"Cannot access git repo — running full generation.\")\n        return None\n\n    if prev_commit == current_commit:\n        if verbose:\n            logger.debug(f\"HEAD is still at {current_commit[:8]} — no changes.\")\n        return []\n\n    # Determine subdirectory prefix relative to the git root\n    if repo.working_tree_dir is None:\n        if verbose:\n            logger.debug(\"Bare git repository — running full generation.\")\n        return None\n    git_root = Path(repo.working_tree_dir).resolve()\n    repo_path_resolved = repo_path.resolve()\n    try:\n        subpath_prefix = repo_path_resolved.relative_to(git_root).as_posix()\n    except ValueError:\n        # repo_path is outside git root — shouldn't happen, but fall back to full generation\n        if verbose:\n            logger.debug(\"Repo path is outside git root — running full generation.\")\n        return None\n\n    # Get changed files between previous and current commit\n    try:\n        diff_index = repo.commit(prev_commit).diff(current_commit)\n        changed = []\n        for diff in diff_index:\n            if diff.a_path:\n                changed.append(diff.a_path)\n            if diff.b_path and diff.b_path != diff.a_path:\n                changed.append(diff.b_path)\n\n        # Filter to files under the current subdirectory and strip the prefix\n        # so paths align with module_tree.json component paths\n        filtered = []\n        if subpath_prefix == \".\":\n            filtered = changed\n        else:\n            prefix = subpath_prefix + \"/\"\n            for path in changed:\n                if path.startswith(prefix):\n                    filtered.append(path[len(prefix):])\n\n        if verbose:\n            logger.debug(f\"Changes between {prev_commit[:8]} and {current_commit[:8]}:\")\n            if subpath_prefix != \".\":\n                logger.debug(f\"  Scoped to subdirectory: {subpath_prefix}\")\n            for f in filtered[:10]:\n                logger.debug(f\"  {f}\")\n            if len(filtered) > 10:\n                logger.debug(f\"  ... and {len(filtered) - 10} more\")\n\n        return filtered\n    except Exception as e:\n        if verbose:\n            logger.debug(f\"Git diff failed: {e} — running full generation.\")\n        return None",
+    "start_line": 42,
+    "end_line": 140,
+    "has_docstring": true,
+    "docstring": "Detect files changed since the last documentation generation.\n\nReads the commit_id from metadata.json and compares with current HEAD\nusing git diff. When running inside a subdirectory of a monorepo,\nonly files under that subdirectory are returned.\n\nReturns list of changed file paths relative to repo_path, or None if\nunable to determine (e.g., no metadata, not a git repo).",
+    "parameters": [
+      "repo_path",
+      "output_dir",
+      "logger",
+      "verbose"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _detect_changed_files",
+    "component_id": "codewiki/cli/commands/generate.py::_detect_changed_files",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/generate.py::_invalidate_affected_modules": {
+    "id": "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
+    "name": "_invalidate_affected_modules",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
+    "relative_path": "codewiki/cli/commands/generate.py",
+    "depends_on": [],
+    "source_code": "def _invalidate_affected_modules(\n    output_dir: Path,\n    changed_files: List[str],\n    logger,\n    verbose: bool\n):\n    \"\"\"\n    Remove cached module documentation for modules that contain changed files.\n\n    Reads module_tree.json to find which modules contain changed files,\n    then deletes their .md files so they get regenerated.\n    \"\"\"\n    import json\n\n    module_tree_path = output_dir / \"module_tree.json\"\n    if not module_tree_path.exists():\n        return\n\n    try:\n        module_tree = json.loads(module_tree_path.read_text())\n    except (json.JSONDecodeError, OSError):\n        return\n\n    changed_set = set(changed_files)\n    modules_to_invalidate = set()\n\n    def _find_affected(tree, parent_names=None):\n        if parent_names is None:\n            parent_names = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            # Check if any component path overlaps with changed files\n            for comp in components:\n                # Component IDs may be class names, check if they match any changed file path\n                if any(changed_file in comp or comp in changed_file for changed_file in changed_set):\n                    modules_to_invalidate.add(mod_name)\n                    # Also invalidate parent modules\n                    for parent in parent_names:\n                        modules_to_invalidate.add(parent)\n                    break\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _find_affected(children, parent_names + [mod_name])\n\n    _find_affected(module_tree)\n\n    # Also remove overview.md since it depends on child docs\n    if modules_to_invalidate:\n        modules_to_invalidate.add(\"overview\")\n\n    # Delete affected module docs\n    for mod_name in modules_to_invalidate:\n        doc_path = output_dir / f\"{mod_name}.md\"\n        if doc_path.exists():\n            doc_path.unlink()\n            if verbose:\n                logger.debug(f\"Invalidated: {doc_path.name}\")\n\n    if verbose:\n        logger.debug(f\"Invalidated {len(modules_to_invalidate)} modules for regeneration.\")",
+    "start_line": 143,
+    "end_line": 203,
+    "has_docstring": true,
+    "docstring": "Remove cached module documentation for modules that contain changed files.\n\nReads module_tree.json to find which modules contain changed files,\nthen deletes their .md files so they get regenerated.",
+    "parameters": [
+      "output_dir",
+      "changed_files",
+      "logger",
+      "verbose"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _invalidate_affected_modules",
+    "component_id": "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/generate.py::_find_affected": {
+    "id": "codewiki/cli/commands/generate.py::_find_affected",
+    "name": "_find_affected",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
+    "relative_path": "codewiki/cli/commands/generate.py",
+    "depends_on": [
+      "codewiki/cli/commands/generate.py::_find_affected"
+    ],
+    "source_code": "    def _find_affected(tree, parent_names=None):\n        if parent_names is None:\n            parent_names = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            # Check if any component path overlaps with changed files\n            for comp in components:\n                # Component IDs may be class names, check if they match any changed file path\n                if any(changed_file in comp or comp in changed_file for changed_file in changed_set):\n                    modules_to_invalidate.add(mod_name)\n                    # Also invalidate parent modules\n                    for parent in parent_names:\n                        modules_to_invalidate.add(parent)\n                    break\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _find_affected(children, parent_names + [mod_name])",
+    "start_line": 169,
+    "end_line": 186,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "tree",
+      "parent_names"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _find_affected",
+    "component_id": "codewiki/cli/commands/generate.py::_find_affected",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/commands/generate.py::generate_command": {
+    "id": "codewiki/cli/commands/generate.py::generate_command",
+    "name": "generate_command",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
+    "relative_path": "codewiki/cli/commands/generate.py",
+    "depends_on": [
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/utils/errors.py::handle_error",
+      "codewiki/cli/utils/errors.py::RepositoryError",
+      "codewiki/cli/utils/repo_validator.py::get_git_branch",
+      "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
+      "codewiki/cli/commands/generate.py::_detect_changed_files",
+      "codewiki/cli/utils/errors.py::success",
+      "codewiki/cli/utils/logging.py::create_logger",
+      "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
+      "codewiki/cli/git_manager.py::GitManager",
+      "codewiki/cli/utils/errors.py::ConfigurationError",
+      "codewiki/cli/models/job.py::GenerationOptions",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/cli/models/config.py::AgentInstructions",
+      "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
+      "codewiki/cli/commands/generate.py::parse_patterns",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/cli/utils/repo_validator.py::validate_repository",
+      "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
+      "codewiki/cli/utils/repo_validator.py::check_writable_output",
+      "codewiki/cli/utils/repo_validator.py::is_git_repository"
+    ],
+    "source_code": "def generate_command(\n    ctx,\n    output: str,\n    create_branch: bool,\n    github_pages: bool,\n    no_cache: bool,\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    verbose: bool,\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    update: bool = False\n):\n    \"\"\"\n    Generate comprehensive documentation for a code repository.\n    \n    Analyzes the current repository and generates documentation using LLM-powered\n    analysis. Documentation is output to ./docs/ by default.\n    \n    Examples:\n    \n    \\b\n    # Basic generation\n    $ codewiki generate\n    \n    \\b\n    # With git branch creation and GitHub Pages\n    $ codewiki generate --create-branch --github-pages\n    \n    \\b\n    # Force full regeneration\n    $ codewiki generate --no-cache\n    \n    \\b\n    # C# project: only .cs files, exclude tests\n    $ codewiki generate --include \"*.cs\" --exclude \"*Tests*,*Specs*\"\n    \n    \\b\n    # Focus on specific modules with architecture docs\n    $ codewiki generate --focus \"src/core,src/api\" --doc-type architecture\n    \n    \\b\n    # Custom instructions\n    $ codewiki generate --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Override max tokens for this generation\n    $ codewiki generate --max-tokens 16384\n    \n    \\b\n    # Set all max token limits\n    $ codewiki generate --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n    \n    \\b\n    # Override max depth for hierarchical decomposition\n    $ codewiki generate --max-depth 3\n    \"\"\"\n    logger = create_logger(verbose=verbose)\n    start_time = time.time()\n    \n    # Suppress httpx INFO logs\n    logging.getLogger(\"httpx\").setLevel(logging.WARNING)\n    \n    try:\n        # Pre-generation checks\n        logger.step(\"Validating configuration...\", 1, 4)\n        \n        # Load configuration\n        config_manager = ConfigManager()\n        if not config_manager.load():\n            raise ConfigurationError(\n                \"Configuration not found or invalid.\\n\\n\"\n                \"Please run 'codewiki config set' to configure your LLM API credentials:\\n\"\n                \"  codewiki config set --api-key <your-api-key> --base-url <api-url> \\\\\\n\"\n                \"    --main-model <model> --cluster-model <model>\\n\\n\"\n                \"For more help: codewiki config --help\"\n            )\n        \n        if not config_manager.is_configured():\n            raise ConfigurationError(\n                \"Configuration is incomplete. Please run 'codewiki config validate'\"\n            )\n        \n        config = config_manager.get_config()\n        api_key = config_manager.get_api_key()\n        \n        logger.success(\"Configuration valid\")\n        \n        # Validate repository\n        logger.step(\"Validating repository...\", 2, 4)\n        \n        repo_path = Path.cwd()\n        repo_path, languages = validate_repository(repo_path)\n        \n        logger.success(f\"Repository valid: {repo_path.name}\")\n        if verbose:\n            logger.debug(f\"Detected languages: {', '.join(f'{lang} ({count} files)' for lang, count in languages)}\")\n        \n        # Check git repository\n        if not is_git_repository(repo_path):\n            if create_branch:\n                raise RepositoryError(\n                    \"Not a git repository.\\n\\n\"\n                    \"The --create-branch flag requires a git repository.\\n\\n\"\n                    \"To initialize a git repository: git init\"\n                )\n            else:\n                logger.warning(\"Not a git repository. Git features unavailable.\")\n        \n        # Validate output directory\n        output_dir = Path(output).expanduser().resolve()\n        check_writable_output(output_dir.parent)\n        \n        logger.success(f\"Output directory: {output_dir}\")\n        \n        # Incremental update: detect changed files and selectively regenerate\n        changed_files = None\n        if update and output_dir.exists():\n            changed_files = _detect_changed_files(repo_path, output_dir, logger, verbose)\n            if changed_files is not None and len(changed_files) == 0:\n                logger.success(\"No changes detected since last generation. Documentation is up to date.\")\n                sys.exit(EXIT_SUCCESS)\n            if changed_files is not None:\n                logger.info(f\"  Detected {len(changed_files)} changed files — regenerating affected modules.\")\n                # Remove cached module docs for affected files so they get regenerated\n                _invalidate_affected_modules(output_dir, changed_files, logger, verbose)\n\n        # Check for existing documentation\n        if not update and output_dir.exists() and list(output_dir.glob(\"*.md\")):\n            if not click.confirm(\n                f\"\\n{output_dir} already contains documentation. Overwrite?\",\n                default=True\n            ):\n                logger.info(\"Generation cancelled by user.\")\n                sys.exit(EXIT_SUCCESS)\n        \n        # Git branch creation (if requested)\n        branch_name = None\n        if create_branch:\n            logger.step(\"Creating git branch...\", 3, 4)\n            \n            from codewiki.cli.git_manager import GitManager\n            \n            git_manager = GitManager(repo_path)\n            \n            # Check clean working directory\n            is_clean, status_msg = git_manager.check_clean_working_directory()\n            if not is_clean:\n                raise RepositoryError(\n                    \"Working directory has uncommitted changes.\\n\\n\"\n                    f\"{status_msg}\\n\\n\"\n                    \"Cannot create documentation branch with uncommitted changes.\\n\"\n                    \"Please commit or stash your changes first:\\n\"\n                    \"  git add -A && git commit -m \\\"Your message\\\"\\n\"\n                    \"  # or\\n\"\n                    \"  git stash\"\n                )\n            \n            # Create branch\n            branch_name = git_manager.create_documentation_branch()\n            logger.success(f\"Created branch: {branch_name}\")\n        \n        # Generate documentation\n        logger.step(\"Generating documentation...\", 4, 4)\n        click.echo()\n        \n        # Create generation options\n        generation_options = GenerationOptions(\n            create_branch=create_branch,\n            github_pages=github_pages,\n            no_cache=no_cache,\n            custom_output=output if output != \"docs\" else None\n        )\n        \n        # Create runtime agent instructions from CLI options\n        runtime_instructions = None\n        if any([include, exclude, focus, doc_type, instructions]):\n            runtime_instructions = AgentInstructions(\n                include_patterns=parse_patterns(include) if include else None,\n                exclude_patterns=parse_patterns(exclude) if exclude else None,\n                focus_modules=parse_patterns(focus) if focus else None,\n                doc_type=doc_type,\n                custom_instructions=instructions,\n            )\n            \n            if verbose:\n                if include:\n                    logger.debug(f\"Include patterns: {parse_patterns(include)}\")\n                if exclude:\n                    logger.debug(f\"Exclude patterns: {parse_patterns(exclude)}\")\n                if focus:\n                    logger.debug(f\"Focus modules: {parse_patterns(focus)}\")\n                if doc_type:\n                    logger.debug(f\"Doc type: {doc_type}\")\n                if instructions:\n                    logger.debug(f\"Custom instructions: {instructions}\")\n        \n        # Log max token settings if verbose\n        if verbose:\n            effective_max_tokens = max_tokens if max_tokens is not None else config.max_tokens\n            effective_max_token_per_module = max_token_per_module if max_token_per_module is not None else config.max_token_per_module\n            effective_max_token_per_leaf = max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module\n            effective_max_depth = max_depth if max_depth is not None else config.max_depth\n            logger.debug(f\"Max tokens: {effective_max_tokens}\")\n            logger.debug(f\"Max token/module: {effective_max_token_per_module}\")\n            logger.debug(f\"Max token/leaf module: {effective_max_token_per_leaf}\")\n            logger.debug(f\"Max depth: {effective_max_depth}\")\n        \n        # Get agent instructions (merge runtime with persistent)\n        agent_instructions_dict = None\n        if runtime_instructions and not runtime_instructions.is_empty():\n            # Merge with persistent settings\n            merged = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or (config.agent_instructions.include_patterns if config.agent_instructions else None),\n                exclude_patterns=runtime_instructions.exclude_patterns or (config.agent_instructions.exclude_patterns if config.agent_instructions else None),\n                focus_modules=runtime_instructions.focus_modules or (config.agent_instructions.focus_modules if config.agent_instructions else None),\n                doc_type=runtime_instructions.doc_type or (config.agent_instructions.doc_type if config.agent_instructions else None),\n                custom_instructions=runtime_instructions.custom_instructions or (config.agent_instructions.custom_instructions if config.agent_instructions else None),\n            )\n            agent_instructions_dict = merged.to_dict()\n        elif config.agent_instructions and not config.agent_instructions.is_empty():\n            agent_instructions_dict = config.agent_instructions.to_dict()\n        \n        # Create generator\n        generator = CLIDocumentationGenerator(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            config={\n                'main_model': config.main_model,\n                'cluster_model': config.cluster_model,\n                'fallback_model': config.fallback_model,\n                'base_url': config.base_url,\n                'api_key': api_key,\n                'provider': getattr(config, 'provider', 'openai-compatible'),\n                'aws_region': getattr(config, 'aws_region', 'us-east-1'),\n                'agent_instructions': agent_instructions_dict,\n                # Max token settings (runtime overrides take precedence)\n                'max_tokens': max_tokens if max_tokens is not None else config.max_tokens,\n                'max_token_per_module': max_token_per_module if max_token_per_module is not None else config.max_token_per_module,\n                'max_token_per_leaf_module': max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module,\n                # Max depth setting (runtime override takes precedence)\n                'max_depth': max_depth if max_depth is not None else config.max_depth,\n            },\n            verbose=verbose,\n            generate_html=github_pages\n        )\n        \n        # Run generation\n        job = generator.generate()\n        \n        # Post-generation\n        generation_time = time.time() - start_time\n        \n        # Get repository info\n        repo_url = None\n        commit_hash = get_git_commit_hash(repo_path)\n        current_branch = get_git_branch(repo_path)\n        \n        if is_git_repository(repo_path):\n            try:\n                import git\n                repo = git.Repo(repo_path)\n                if repo.remotes:\n                    repo_url = repo.remotes.origin.url\n            except:\n                pass\n        \n        # Display instructions\n        display_post_generation_instructions(\n            output_dir=output_dir,\n            repo_name=repo_path.name,\n            repo_url=repo_url,\n            branch_name=branch_name,\n            github_pages=github_pages,\n            files_generated=job.files_generated,\n            statistics={\n                'module_count': job.module_count,\n                'total_files_analyzed': job.statistics.total_files_analyzed,\n                'generation_time': generation_time,\n                'total_tokens_used': job.statistics.total_tokens_used,\n            }\n        )\n        \n    except ConfigurationError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except RepositoryError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except APIError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except KeyboardInterrupt:\n        click.echo(\"\\n\\nInterrupted by user\")\n        sys.exit(130)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
+    "start_line": 299,
+    "end_line": 603,
+    "has_docstring": true,
+    "docstring": "Generate comprehensive documentation for a code repository.\n\nAnalyzes the current repository and generates documentation using LLM-powered\nanalysis. Documentation is output to ./docs/ by default.\n\nExamples:\n\n\b\n# Basic generation\n$ codewiki generate\n\n\b\n# With git branch creation and GitHub Pages\n$ codewiki generate --create-branch --github-pages\n\n\b\n# Force full regeneration\n$ codewiki generate --no-cache\n\n\b\n# C# project: only .cs files, exclude tests\n$ codewiki generate --include \"*.cs\" --exclude \"*Tests*,*Specs*\"\n\n\b\n# Focus on specific modules with architecture docs\n$ codewiki generate --focus \"src/core,src/api\" --doc-type architecture\n\n\b\n# Custom instructions\n$ codewiki generate --instructions \"Focus on public APIs and include usage examples\"\n\n\b\n# Override max tokens for this generation\n$ codewiki generate --max-tokens 16384\n\n\b\n# Set all max token limits\n$ codewiki generate --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n\b\n# Override max depth for hierarchical decomposition\n$ codewiki generate --max-depth 3",
+    "parameters": [
+      "ctx",
+      "output",
+      "create_branch",
+      "github_pages",
+      "no_cache",
+      "include",
+      "exclude",
+      "focus",
+      "doc_type",
+      "instructions",
+      "verbose",
+      "max_tokens",
+      "max_token_per_module",
+      "max_token_per_leaf_module",
+      "max_depth",
+      "update"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function generate_command",
+    "component_id": "codewiki/cli/commands/generate.py::generate_command",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/config_manager.py::ConfigManager": {
+    "id": "codewiki/cli/config_manager.py::ConfigManager",
+    "name": "ConfigManager",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/config_manager.py",
+    "relative_path": "codewiki/cli/config_manager.py",
+    "depends_on": [
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/cli/utils/fs.py::safe_read",
+      "codewiki/cli/utils/errors.py::ConfigurationError",
+      "codewiki/cli/utils/fs.py::ensure_directory",
+      "codewiki/cli/models/config.py::Configuration",
+      "codewiki/cli/models/config.py::AgentInstructions",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/cli/utils/fs.py::safe_write"
+    ],
+    "source_code": "class ConfigManager:\n    \"\"\"\n    Manages CodeWiki configuration with secure keyring storage for API keys.\n\n    Storage:\n        - API key: System keychain via keyring (macOS Keychain, Windows Credential Manager,\n                  Linux Secret Service)\n        - Fallback: ~/.codewiki/credentials.json when keyring is unavailable\n        - Other settings: ~/.codewiki/config.json\n\n    Set CODEWIKI_NO_KEYRING=1 to skip keyring and use file-based storage.\n    \"\"\"\n\n    def __init__(self):\n        \"\"\"Initialize the configuration manager.\"\"\"\n        self._api_key: Optional[str] = None\n        self._config: Optional[Configuration] = None\n        self._force_no_keyring = os.environ.get(\"CODEWIKI_NO_KEYRING\", \"\").strip() in (\"1\", \"true\", \"yes\")\n        self._keyring_available = self._check_keyring_available()\n\n    def _check_keyring_available(self) -> bool:\n        \"\"\"Check if system keyring is available.\"\"\"\n        if self._force_no_keyring:\n            logger.debug(\"Keyring disabled via CODEWIKI_NO_KEYRING\")\n            return False\n        try:\n            # Try to get/set a test value\n            keyring.get_password(KEYRING_SERVICE, \"__test__\")\n            return True\n        except (KeyringError, Exception):\n            return False\n\n    def _load_api_key_from_file(self) -> Optional[str]:\n        \"\"\"Load API key from fallback credentials file.\"\"\"\n        if not CREDENTIALS_FILE.exists():\n            return None\n        try:\n            content = safe_read(CREDENTIALS_FILE)\n            data = json.loads(content)\n            return data.get(\"api_key\")\n        except (json.JSONDecodeError, FileSystemError):\n            return None\n\n    def _save_api_key_to_file(self, api_key: str):\n        \"\"\"Save API key to fallback credentials file (plaintext).\"\"\"\n        ensure_directory(CONFIG_DIR)\n        data = {\"api_key\": api_key}\n        safe_write(CREDENTIALS_FILE, json.dumps(data, indent=2))\n        # Restrict file permissions (owner read/write only)\n        try:\n            CREDENTIALS_FILE.chmod(0o600)\n        except OSError:\n            pass\n    \n    def load(self) -> bool:\n        \"\"\"\n        Load configuration from file and keyring.\n        \n        Returns:\n            True if configuration exists, False otherwise\n        \"\"\"\n        # Load from JSON file\n        if not CONFIG_FILE.exists():\n            return False\n        \n        try:\n            content = safe_read(CONFIG_FILE)\n            data = json.loads(content)\n            \n            # Validate version\n            if data.get('version') != CONFIG_VERSION:\n                # Could implement migration here\n                pass\n            \n            self._config = Configuration.from_dict(data)\n            \n            # Load API key from keyring, falling back to file\n            if self._keyring_available:\n                try:\n                    self._api_key = keyring.get_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n                except (KeyringError, Exception):\n                    pass\n            if self._api_key is None:\n                self._api_key = self._load_api_key_from_file()\n            \n            return True\n        except (json.JSONDecodeError, FileSystemError) as e:\n            raise ConfigurationError(f\"Failed to load configuration: {e}\")\n    \n    def save(\n        self,\n        api_key: Optional[str] = None,\n        base_url: Optional[str] = None,\n        main_model: Optional[str] = None,\n        cluster_model: Optional[str] = None,\n        fallback_model: Optional[str] = None,\n        default_output: Optional[str] = None,\n        max_tokens: Optional[int] = None,\n        max_token_per_module: Optional[int] = None,\n        max_token_per_leaf_module: Optional[int] = None,\n        max_depth: Optional[int] = None,\n        provider: Optional[str] = None,\n        aws_region: Optional[str] = None,\n        api_version: Optional[str] = None,\n        azure_deployment: Optional[str] = None\n    ):\n        \"\"\"\n        Save configuration to file and keyring.\n\n        Args:\n            api_key: API key (stored in keyring)\n            base_url: LLM API base URL\n            main_model: Primary model\n            cluster_model: Clustering model\n            fallback_model: Fallback model\n            default_output: Default output directory\n            max_tokens: Maximum tokens for LLM response\n            max_token_per_module: Maximum tokens per module for clustering\n            max_token_per_leaf_module: Maximum tokens per leaf module\n            max_depth: Maximum depth for hierarchical decomposition\n            provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n            aws_region: AWS region for Bedrock provider\n            api_version: Azure OpenAI API version\n            azure_deployment: Azure OpenAI deployment name\n        \"\"\"\n        # Ensure config directory exists\n        try:\n            ensure_directory(CONFIG_DIR)\n        except FileSystemError as e:\n            raise ConfigurationError(f\"Cannot create config directory: {e}\")\n        \n        # Load existing config or create new\n        if self._config is None:\n            if CONFIG_FILE.exists():\n                self.load()\n            else:\n                from codewiki.cli.models.config import AgentInstructions\n                self._config = Configuration(\n                    base_url=\"\",\n                    main_model=\"\",\n                    cluster_model=\"\",\n                    fallback_model=\"glm-4p5\",\n                    default_output=\"docs\",\n                    agent_instructions=AgentInstructions()\n                )\n        \n        # Update fields if provided\n        if base_url is not None:\n            self._config.base_url = base_url\n        if main_model is not None:\n            self._config.main_model = main_model\n        if cluster_model is not None:\n            self._config.cluster_model = cluster_model\n        if fallback_model is not None:\n            self._config.fallback_model = fallback_model\n        if default_output is not None:\n            self._config.default_output = default_output\n        if max_tokens is not None:\n            self._config.max_tokens = max_tokens\n        if max_token_per_module is not None:\n            self._config.max_token_per_module = max_token_per_module\n        if max_token_per_leaf_module is not None:\n            self._config.max_token_per_leaf_module = max_token_per_leaf_module\n        if max_depth is not None:\n            self._config.max_depth = max_depth\n        if provider is not None:\n            self._config.provider = provider\n        if aws_region is not None:\n            self._config.aws_region = aws_region\n        if api_version is not None:\n            self._config.api_version = api_version\n        if azure_deployment is not None:\n            self._config.azure_deployment = azure_deployment\n\n        # Validate configuration whenever the minimum required fields are set.\n        # Caw providers only need main_model; API providers need base_url +\n        # cluster_model on top of that.  The validate() method itself routes\n        # by provider, so we only gate on whether enough is set to validate.\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self._config.provider):\n            if self._config.main_model:\n                self._config.validate()\n        elif self._config.base_url and self._config.main_model and self._config.cluster_model:\n            self._config.validate()\n        \n        # Save API key to keyring, falling back to file\n        if api_key is not None:\n            self._api_key = api_key\n            if self._keyring_available:\n                try:\n                    keyring.set_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT, api_key)\n                except (KeyringError, Exception):\n                    # Keyring failed at runtime — fall back to file\n                    self._keyring_available = False\n                    self._save_api_key_to_file(api_key)\n                    logger.warning(\n                        \"System keychain unavailable. API key stored in %s \"\n                        \"(plaintext). Set CODEWIKI_NO_KEYRING=1 to suppress this warning.\",\n                        CREDENTIALS_FILE\n                    )\n            else:\n                self._save_api_key_to_file(api_key)\n        \n        # Save non-sensitive config to JSON\n        config_data = {\n            \"version\": CONFIG_VERSION,\n            **self._config.to_dict()\n        }\n        \n        try:\n            safe_write(CONFIG_FILE, json.dumps(config_data, indent=2))\n        except FileSystemError as e:\n            raise ConfigurationError(f\"Failed to save configuration: {e}\")\n    \n    def get_api_key(self) -> Optional[str]:\n        \"\"\"\n        Get API key from keyring or fallback file.\n\n        Returns:\n            API key or None if not set\n        \"\"\"\n        if self._api_key is None:\n            if self._keyring_available:\n                try:\n                    self._api_key = keyring.get_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n                except (KeyringError, Exception):\n                    pass\n            if self._api_key is None:\n                self._api_key = self._load_api_key_from_file()\n\n        return self._api_key\n    \n    def get_config(self) -> Optional[Configuration]:\n        \"\"\"\n        Get current configuration.\n        \n        Returns:\n            Configuration object or None if not loaded\n        \"\"\"\n        return self._config\n    \n    def is_configured(self) -> bool:\n        \"\"\"\n        Check if configuration is complete and valid.\n\n        Subscription-mode providers (claude-code, codex) do not require an\n        API key — they authenticate via the underlying CLI's OAuth.\n\n        Returns:\n            True if configured, False otherwise\n        \"\"\"\n        if self._config is None:\n            return False\n\n        from codewiki.src.be.backend import is_caw_provider\n        if not is_caw_provider(self._config.provider):\n            # Check if API key is set\n            if self.get_api_key() is None:\n                return False\n\n        # Check if config is complete\n        return self._config.is_complete()\n    \n    def delete_api_key(self):\n        \"\"\"Delete API key from keyring and fallback file.\"\"\"\n        if self._keyring_available:\n            try:\n                keyring.delete_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n            except (KeyringError, Exception):\n                pass\n        # Also remove fallback credentials file\n        if CREDENTIALS_FILE.exists():\n            try:\n                CREDENTIALS_FILE.unlink()\n            except OSError:\n                pass\n        self._api_key = None\n    \n    def clear(self):\n        \"\"\"Clear all configuration (file and keyring).\"\"\"\n        # Delete API key from keyring\n        self.delete_api_key()\n        \n        # Delete config file\n        if CONFIG_FILE.exists():\n            CONFIG_FILE.unlink()\n        \n        self._config = None\n        self._api_key = None\n    \n    @property\n    def keyring_available(self) -> bool:\n        \"\"\"Check if keyring is available.\"\"\"\n        return self._keyring_available\n    \n    @property\n    def config_file_path(self) -> Path:\n        \"\"\"Get configuration file path.\"\"\"\n        return CONFIG_FILE",
+    "start_line": 34,
+    "end_line": 332,
+    "has_docstring": true,
+    "docstring": "Manages CodeWiki configuration with secure keyring storage for API keys.\n\nStorage:\n    - API key: System keychain via keyring (macOS Keychain, Windows Credential Manager,\n              Linux Secret Service)\n    - Fallback: ~/.codewiki/credentials.json when keyring is unavailable\n    - Other settings: ~/.codewiki/config.json\n\nSet CODEWIKI_NO_KEYRING=1 to skip keyring and use file-based storage.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class ConfigManager",
+    "component_id": "codewiki/cli/config_manager.py::ConfigManager",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/git_manager.py::GitManager": {
+    "id": "codewiki/cli/git_manager.py::GitManager",
+    "name": "GitManager",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/git_manager.py",
+    "relative_path": "codewiki/cli/git_manager.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::RepositoryError"
+    ],
+    "source_code": "class GitManager:\n    \"\"\"\n    Manages git operations for documentation generation.\n    \n    Handles:\n    - Status checking\n    - Branch creation\n    - Committing documentation\n    - Remote detection\n    \"\"\"\n    \n    def __init__(self, repo_path: Path):\n        \"\"\"\n        Initialize git manager.\n        \n        Args:\n            repo_path: Path to git repository\n            \n        Raises:\n            RepositoryError: If not a valid git repository\n        \"\"\"\n        self.repo_path = Path(repo_path).expanduser().resolve()\n        \n        try:\n            self.repo = git.Repo(repo_path, search_parent_directories=True)\n        except git.InvalidGitRepositoryError:\n            raise RepositoryError(\n                f\"Not a git repository: {repo_path}\\n\\n\"\n                \"To initialize a git repository: git init\"\n            )\n    \n    def check_clean_working_directory(self) -> Tuple[bool, str]:\n        \"\"\"\n        Check if working directory is clean (no uncommitted changes).\n        \n        Returns:\n            Tuple of (is_clean, status_message)\n        \"\"\"\n        if self.repo.is_dirty(untracked_files=True):\n            status_lines = []\n            \n            # Changed files\n            changed = [item.a_path for item in self.repo.index.diff(None)]\n            if changed:\n                status_lines.append(f\"Modified: {', '.join(changed[:3])}\")\n                if len(changed) > 3:\n                    status_lines.append(f\"... and {len(changed) - 3} more\")\n            \n            # Untracked files\n            untracked = self.repo.untracked_files\n            if untracked:\n                status_lines.append(f\"Untracked: {', '.join(untracked[:3])}\")\n                if len(untracked) > 3:\n                    status_lines.append(f\"... and {len(untracked) - 3} more\")\n            \n            return False, \"\\n\".join(status_lines)\n        \n        return True, \"Working directory is clean\"\n    \n    def create_documentation_branch(self, force: bool = False) -> str:\n        \"\"\"\n        Create a new documentation branch with timestamp.\n        \n        Args:\n            force: Force creation even if dirty working directory\n            \n        Returns:\n            Branch name\n            \n        Raises:\n            RepositoryError: If working directory is dirty (unless force=True)\n        \"\"\"\n        # Check working directory\n        if not force:\n            is_clean, status_msg = self.check_clean_working_directory()\n            if not is_clean:\n                raise RepositoryError(\n                    \"Working directory has uncommitted changes.\\n\\n\"\n                    f\"{status_msg}\\n\\n\"\n                    \"Cannot create documentation branch with uncommitted changes.\\n\"\n                    \"Please commit or stash your changes first:\\n\"\n                    \"  git status\\n\"\n                    \"  git add -A && git commit -m \\\"Your message\\\"\\n\"\n                    \"  # or\\n\"\n                    \"  git stash\\n\\n\"\n                    \"Then re-run: codewiki generate --create-branch\"\n                )\n        \n        # Generate branch name with timestamp\n        timestamp = datetime.now().strftime(\"%Y%m%d-%H%M%S\")\n        branch_name = f\"docs/codewiki-{timestamp}\"\n        \n        # Check if branch already exists (shouldn't happen with timestamp)\n        existing_branches = [b.name for b in self.repo.branches]\n        if branch_name in existing_branches:\n            # Append counter\n            counter = 1\n            while f\"{branch_name}-{counter}\" in existing_branches:\n                counter += 1\n            branch_name = f\"{branch_name}-{counter}\"\n        \n        try:\n            # Create and checkout new branch\n            new_branch = self.repo.create_head(branch_name)\n            new_branch.checkout()\n            return branch_name\n        except GitCommandError as e:\n            raise RepositoryError(f\"Failed to create branch: {e}\")\n    \n    def commit_documentation(\n        self,\n        docs_path: Path,\n        message: Optional[str] = None\n    ) -> str:\n        \"\"\"\n        Commit generated documentation.\n        \n        Args:\n            docs_path: Path to documentation directory\n            message: Commit message (optional)\n            \n        Returns:\n            Commit hash\n            \n        Raises:\n            RepositoryError: If commit fails\n        \"\"\"\n        if message is None:\n            message = \"Add generated documentation\\n\\nGenerated by CodeWiki CLI\"\n        \n        try:\n            # Add documentation files\n            self.repo.index.add([str(docs_path)])\n            \n            # Commit\n            commit = self.repo.index.commit(message)\n            \n            return commit.hexsha\n        except GitCommandError as e:\n            raise RepositoryError(f\"Failed to commit documentation: {e}\")\n    \n    def get_remote_url(self, remote_name: str = \"origin\") -> Optional[str]:\n        \"\"\"\n        Get remote repository URL.\n        \n        Args:\n            remote_name: Name of remote (default: origin)\n            \n        Returns:\n            Remote URL or None if no remote\n        \"\"\"\n        try:\n            remote = self.repo.remote(remote_name)\n            return remote.url\n        except ValueError:\n            return None\n    \n    def get_current_branch(self) -> str:\n        \"\"\"\n        Get current branch name.\n        \n        Returns:\n            Branch name\n        \"\"\"\n        try:\n            return self.repo.active_branch.name\n        except TypeError:\n            # Detached HEAD\n            return \"HEAD\"\n    \n    def get_commit_hash(self) -> str:\n        \"\"\"\n        Get current commit hash.\n        \n        Returns:\n            Commit hash\n        \"\"\"\n        return self.repo.head.commit.hexsha\n    \n    def branch_exists(self, branch_name: str) -> bool:\n        \"\"\"\n        Check if a branch exists.\n        \n        Args:\n            branch_name: Branch name to check\n            \n        Returns:\n            True if exists, False otherwise\n        \"\"\"\n        return branch_name in [b.name for b in self.repo.branches]\n    \n    def get_github_pr_url(self, branch_name: str) -> Optional[str]:\n        \"\"\"\n        Get GitHub PR creation URL for a branch.\n        \n        Args:\n            branch_name: Branch name\n            \n        Returns:\n            PR URL or None if not a GitHub repo\n        \"\"\"\n        remote_url = self.get_remote_url()\n        if not remote_url or \"github.com\" not in remote_url:\n            return None\n        \n        # Clean URL\n        base_url = remote_url.rstrip('/').replace('.git', '')\n        \n        # Convert SSH to HTTPS\n        if base_url.startswith('git@github.com:'):\n            base_url = base_url.replace('git@github.com:', 'https://github.com/')\n        \n        return f\"{base_url}/compare/{branch_name}\"",
+    "start_line": 14,
+    "end_line": 226,
+    "has_docstring": true,
+    "docstring": "Manages git operations for documentation generation.\n\nHandles:\n- Status checking\n- Branch creation\n- Committing documentation\n- Remote detection",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class GitManager",
+    "component_id": "codewiki/cli/git_manager.py::GitManager",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/html_generator.py::HTMLGenerator": {
+    "id": "codewiki/cli/html_generator.py::HTMLGenerator",
+    "name": "HTMLGenerator",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/html_generator.py",
+    "relative_path": "codewiki/cli/html_generator.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::FileSystemError",
+      "codewiki/src/fe/visualise_docs.py::load_module_tree",
+      "codewiki/cli/utils/fs.py::safe_read",
+      "codewiki/cli/utils/fs.py::safe_write"
+    ],
+    "source_code": "class HTMLGenerator:\n    \"\"\"\n    Generates static HTML documentation viewer for GitHub Pages.\n    \n    Creates a self-contained index.html with embedded styles, scripts,\n    and configuration for client-side markdown rendering.\n    \"\"\"\n    \n    def __init__(self, template_dir: Optional[Path] = None):\n        \"\"\"\n        Initialize HTML generator.\n        \n        Args:\n            template_dir: Path to template directory (default: package templates)\n        \"\"\"\n        if template_dir is None:\n            # Use package templates\n            template_dir = Path(__file__).parent.parent / \"templates\" / \"github_pages\"\n        \n        self.template_dir = Path(template_dir)\n        \n    \n    def load_module_tree(self, docs_dir: Path) -> Dict[str, Any]:\n        \"\"\"\n        Load module tree from documentation directory.\n        \n        Args:\n            docs_dir: Documentation directory path\n            \n        Returns:\n            Module tree structure\n        \"\"\"\n        module_tree_path = docs_dir / \"module_tree.json\"\n        if not module_tree_path.exists():\n            # Fallback to a simple structure\n            return {\n                \"Overview\": {\n                    \"description\": \"Repository overview\",\n                    \"components\": [],\n                    \"children\": {}\n                }\n            }\n        \n        try:\n            content = safe_read(module_tree_path)\n            return json.loads(content)\n        except Exception as e:\n            raise FileSystemError(f\"Failed to load module tree: {e}\")\n    \n    def load_metadata(self, docs_dir: Path) -> Optional[Dict[str, Any]]:\n        \"\"\"\n        Load metadata from documentation directory.\n        \n        Args:\n            docs_dir: Documentation directory path\n            \n        Returns:\n            Metadata dictionary or None if not found\n        \"\"\"\n        metadata_path = docs_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            return None\n        \n        try:\n            content = safe_read(metadata_path)\n            return json.loads(content)\n        except Exception:\n            # Non-critical, return None\n            return None\n            \n    def generate(\n        self,\n        output_path: Path,\n        title: str,\n        module_tree: Optional[Dict[str, Any]] = None,\n        repository_url: Optional[str] = None,\n        github_pages_url: Optional[str] = None,\n        config: Optional[Dict[str, Any]] = None,\n        docs_dir: Optional[Path] = None,\n        metadata: Optional[Dict[str, Any]] = None\n    ):\n        \"\"\"\n        Generate HTML documentation viewer.\n        \n        Args:\n            output_path: Output file path (index.html)\n            title: Documentation title\n            module_tree: Module tree structure (auto-loaded from docs_dir if not provided)\n            repository_url: GitHub repository URL\n            github_pages_url: Expected GitHub Pages URL\n            config: Additional configuration\n            docs_dir: Documentation directory (for auto-loading module_tree and metadata)\n            metadata: Metadata dictionary (auto-loaded from docs_dir if not provided)\n        \"\"\"\n        # Auto-load module_tree and metadata from docs_dir if not provided\n        if docs_dir:\n            if module_tree is None:\n                module_tree = self.load_module_tree(docs_dir)\n            if metadata is None:\n                metadata = self.load_metadata(docs_dir)\n        \n        # Default values\n        if module_tree is None:\n            module_tree = {}\n        if config is None:\n            config = {}\n        \n        # Load template\n        template_path = self.template_dir / \"viewer_template.html\"\n        if not template_path.exists():\n            raise FileSystemError(f\"Template not found: {template_path}\")\n        \n        template_content = safe_read(template_path)\n        \n        # Build info content HTML\n        info_content = self._build_info_content(metadata)\n        show_info = \"block\" if info_content else \"none\"\n        \n        # Build repository link\n        repo_link = \"\"\n        if repository_url:\n            repo_link = f'<a href=\"{repository_url}\" class=\"repo-link\" target=\"_blank\">🔗 View Repository</a>'\n        \n        # Determine docs base path\n        # For GitHub Pages: relative path to docs folder\n        # For local: relative path to docs folder\n        docs_base_path = \"\"\n        if docs_dir and output_path.parent != docs_dir:\n            # Calculate relative path from output to docs\n            try:\n                docs_base_path = Path(docs_dir.name).as_posix()\n            except Exception:\n                docs_base_path = \".\"\n        \n        # Prepare JSON data for embedding\n        config_json = json.dumps(config, indent=2)\n        module_tree_json = json.dumps(module_tree, indent=2)\n        metadata_json = json.dumps(metadata, indent=2) if metadata else \"null\"\n        \n        # Replace placeholders\n        html_content = template_content\n        replacements = {\n            \"{{TITLE}}\": self._escape_html(title),\n            \"{{REPO_LINK}}\": repo_link,\n            \"{{SHOW_INFO}}\": show_info,\n            \"{{INFO_CONTENT}}\": info_content,\n            \"{{CONFIG_JSON}}\": config_json,\n            \"{{MODULE_TREE_JSON}}\": module_tree_json,\n            \"{{METADATA_JSON}}\": metadata_json,\n            \"{{DOCS_BASE_PATH}}\": docs_base_path,\n        }\n        \n        for placeholder, value in replacements.items():\n            html_content = html_content.replace(placeholder, value)\n        \n        # Write output\n        output_path = Path(output_path)\n        output_path.parent.mkdir(parents=True, exist_ok=True)\n        safe_write(output_path, html_content)\n    \n    def _build_info_content(self, metadata: Optional[Dict[str, Any]]) -> str:\n        \"\"\"\n        Build HTML content for repo info section.\n        \n        Args:\n            metadata: Metadata dictionary\n            \n        Returns:\n            HTML string for info content\n        \"\"\"\n        if not metadata or not metadata.get('generation_info'):\n            return \"\"\n        \n        info = metadata.get('generation_info', {})\n        stats = metadata.get('statistics', {})\n        \n        html_parts = []\n        \n        if info.get('main_model'):\n            html_parts.append(f'<div class=\"info-row\"><strong>Model:</strong> {self._escape_html(info[\"main_model\"])}</div>')\n        \n        if info.get('timestamp'):\n            try:\n                from datetime import datetime\n                timestamp = info['timestamp']\n                # Parse ISO format timestamp\n                if isinstance(timestamp, str):\n                    dt = datetime.fromisoformat(timestamp.replace('Z', '+00:00'))\n                    formatted_date = dt.strftime('%Y-%m-%d')\n                    html_parts.append(f'<div class=\"info-row\"><strong>Generated:</strong> {formatted_date}</div>')\n            except Exception:\n                pass\n        \n        if info.get('commit_id'):\n            commit_short = info['commit_id'][:8]\n            html_parts.append(f'<div class=\"info-row\"><strong>Commit:</strong> {commit_short}</div>')\n        \n        if stats.get('total_components'):\n            components_str = f\"{stats['total_components']:,}\"\n            html_parts.append(f'<div class=\"info-row\"><strong>Components:</strong> {components_str}</div>')\n        \n        if stats.get('max_depth'):\n            html_parts.append(f'<div class=\"info-row\"><strong>Max Depth:</strong> {stats[\"max_depth\"]}</div>')\n        \n        return '\\n                '.join(html_parts)\n    \n    def _escape_html(self, text: str) -> str:\n        \"\"\"\n        Escape HTML special characters.\n        \n        Args:\n            text: Text to escape\n            \n        Returns:\n            Escaped text\n        \"\"\"\n        return (text\n                .replace('&', '&amp;')\n                .replace('<', '&lt;')\n                .replace('>', '&gt;')\n                .replace('\"', '&quot;')\n                .replace(\"'\", '&#39;'))\n       \n\n    \n    def detect_repository_info(self, repo_path: Path) -> Dict[str, Optional[str]]:\n        \"\"\"\n        Detect repository information from git.\n        \n        Args:\n            repo_path: Repository path\n            \n        Returns:\n            Dictionary with 'name', 'url', 'github_pages_url'\n        \"\"\"\n        info = {\n            'name': repo_path.name,\n            'url': None,\n            'github_pages_url': None,\n        }\n        \n        try:\n            import git\n            repo = git.Repo(repo_path)\n            \n            # Get repository name\n            info['name'] = repo_path.name\n            \n            # Get remote URL\n            if repo.remotes:\n                remote_url = repo.remotes.origin.url\n                \n                # Clean URL\n                if remote_url.startswith('git@github.com:'):\n                    remote_url = remote_url.replace('git@github.com:', 'https://github.com/')\n                \n                remote_url = remote_url.rstrip('/').replace('.git', '')\n                info['url'] = remote_url\n                \n                # Compute GitHub Pages URL\n                if 'github.com' in remote_url:\n                    parts = remote_url.split('/')\n                    if len(parts) >= 2:\n                        owner = parts[-2]\n                        repo = parts[-1]\n                        info['github_pages_url'] = f\"https://{owner}.github.io/{repo}/\"\n        \n        except Exception:\n            pass\n        \n        return info",
+    "start_line": 13,
+    "end_line": 283,
+    "has_docstring": true,
+    "docstring": "Generates static HTML documentation viewer for GitHub Pages.\n\nCreates a self-contained index.html with embedded styles, scripts,\nand configuration for client-side markdown rendering.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class HTMLGenerator",
+    "component_id": "codewiki/cli/html_generator.py::HTMLGenerator",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/main.py::cli": {
+    "id": "codewiki/cli/main.py::cli",
+    "name": "cli",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/main.py",
+    "relative_path": "codewiki/cli/main.py",
+    "depends_on": [],
+    "source_code": "def cli(ctx):\n    \"\"\"\n    CodeWiki: Transform codebases into comprehensive documentation.\n    \n    Generate AI-powered documentation for your code repositories with support\n    for Python, Java, JavaScript, TypeScript, C, C++, and C#.\n    \"\"\"\n    # Ensure context object exists\n    ctx.ensure_object(dict)",
+    "start_line": 15,
+    "end_line": 23,
+    "has_docstring": true,
+    "docstring": "CodeWiki: Transform codebases into comprehensive documentation.\n\nGenerate AI-powered documentation for your code repositories with support\nfor Python, Java, JavaScript, TypeScript, C, C++, and C#.",
+    "parameters": [
+      "ctx"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function cli",
+    "component_id": "codewiki/cli/main.py::cli",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/main.py::version": {
+    "id": "codewiki/cli/main.py::version",
+    "name": "version",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/main.py",
+    "relative_path": "codewiki/cli/main.py",
+    "depends_on": [],
+    "source_code": "def version():\n    \"\"\"Display version information.\"\"\"\n    click.echo(f\"CodeWiki CLI v{__version__}\")\n    click.echo(\"Python-based documentation generator using AI analysis\")",
+    "start_line": 27,
+    "end_line": 30,
+    "has_docstring": true,
+    "docstring": "Display version information.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function version",
+    "component_id": "codewiki/cli/main.py::version",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/main.py::mcp_command": {
+    "id": "codewiki/cli/main.py::mcp_command",
+    "name": "mcp_command",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/main.py",
+    "relative_path": "codewiki/cli/main.py",
+    "depends_on": [],
+    "source_code": "def mcp_command():\n    \"\"\"Start CodeWiki as an MCP (Model Context Protocol) server.\n\n    Exposes documentation generation tools via MCP stdio transport.\n    Configure in your MCP client (Claude, Cursor, etc.) as:\n\n    \\b\n    {\n        \"mcpServers\": {\n            \"codewiki\": {\n                \"command\": \"codewiki\",\n                \"args\": [\"mcp\"]\n            }\n        }\n    }\n    \"\"\"\n    import asyncio\n    from codewiki.mcp.server import main as mcp_main\n    asyncio.run(mcp_main())",
+    "start_line": 43,
+    "end_line": 61,
+    "has_docstring": true,
+    "docstring": "Start CodeWiki as an MCP (Model Context Protocol) server.\n\nExposes documentation generation tools via MCP stdio transport.\nConfigure in your MCP client (Claude, Cursor, etc.) as:\n\n\b\n{\n    \"mcpServers\": {\n        \"codewiki\": {\n            \"command\": \"codewiki\",\n            \"args\": [\"mcp\"]\n        }\n    }\n}",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function mcp_command",
+    "component_id": "codewiki/cli/main.py::mcp_command",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/main.py::main": {
+    "id": "codewiki/cli/main.py::main",
+    "name": "main",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/main.py",
+    "relative_path": "codewiki/cli/main.py",
+    "depends_on": [
+      "codewiki/cli/main.py::cli"
+    ],
+    "source_code": "def main():\n    \"\"\"Entry point for the CLI.\"\"\"\n    try:\n        cli(obj={})\n    except KeyboardInterrupt:\n        click.echo(\"\\n\\nInterrupted by user\", err=True)\n        sys.exit(130)\n    except Exception as e:\n        click.secho(f\"\\n✗ Unexpected error: {e}\", fg=\"red\", err=True)\n        sys.exit(1)",
+    "start_line": 64,
+    "end_line": 73,
+    "has_docstring": true,
+    "docstring": "Entry point for the CLI.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function main",
+    "component_id": "codewiki/cli/main.py::main",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/models/config.py::AgentInstructions": {
+    "id": "codewiki/cli/models/config.py::AgentInstructions",
+    "name": "AgentInstructions",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/config.py",
+    "relative_path": "codewiki/cli/models/config.py",
+    "depends_on": [],
+    "source_code": "class AgentInstructions:\n    \"\"\"\n    Custom instructions for the documentation agent.\n    \n    Allows users to customize:\n    - File filtering (include/exclude patterns)\n    - Module focus (prioritize certain modules)\n    - Documentation type (API docs, architecture docs, etc.)\n    - Custom instructions for the LLM\n    \n    Attributes:\n        include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n        exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\", \"*test*\"])\n        focus_modules: Modules to document in more detail\n        doc_type: Type of documentation to generate\n        custom_instructions: Additional instructions for the documentation agent\n    \"\"\"\n    include_patterns: Optional[List[str]] = None  # e.g., [\"*.cs\"] for C# projects\n    exclude_patterns: Optional[List[str]] = None  # e.g., [\"*Tests*\", \"*Specs*\"]\n    focus_modules: Optional[List[str]] = None  # e.g., [\"src/core\", \"src/api\"]\n    doc_type: Optional[str] = None  # e.g., \"api\", \"architecture\", \"user-guide\"\n    custom_instructions: Optional[str] = None  # Free-form instructions\n    \n    def to_dict(self) -> dict:\n        \"\"\"Convert to dictionary, excluding None values.\"\"\"\n        result = {}\n        if self.include_patterns:\n            result['include_patterns'] = self.include_patterns\n        if self.exclude_patterns:\n            result['exclude_patterns'] = self.exclude_patterns\n        if self.focus_modules:\n            result['focus_modules'] = self.focus_modules\n        if self.doc_type:\n            result['doc_type'] = self.doc_type\n        if self.custom_instructions:\n            result['custom_instructions'] = self.custom_instructions\n        return result\n    \n    @classmethod\n    def from_dict(cls, data: dict) -> 'AgentInstructions':\n        \"\"\"Create AgentInstructions from dictionary.\"\"\"\n        return cls(\n            include_patterns=data.get('include_patterns'),\n            exclude_patterns=data.get('exclude_patterns'),\n            focus_modules=data.get('focus_modules'),\n            doc_type=data.get('doc_type'),\n            custom_instructions=data.get('custom_instructions'),\n        )\n    \n    def is_empty(self) -> bool:\n        \"\"\"Check if all fields are empty/None.\"\"\"\n        return not any([\n            self.include_patterns,\n            self.exclude_patterns,\n            self.focus_modules,\n            self.doc_type,\n            self.custom_instructions,\n        ])\n    \n    def get_prompt_addition(self) -> str:\n        \"\"\"Generate prompt additions based on instructions.\"\"\"\n        additions = []\n        \n        if self.doc_type:\n            doc_type_instructions = {\n                'api': \"Focus on API documentation: endpoints, parameters, return types, and usage examples.\",\n                'architecture': \"Focus on architecture documentation: system design, component relationships, and data flow.\",\n                'user-guide': \"Focus on user guide documentation: how to use features, step-by-step tutorials.\",\n                'developer': \"Focus on developer documentation: code structure, contribution guidelines, and implementation details.\",\n            }\n            if self.doc_type.lower() in doc_type_instructions:\n                additions.append(doc_type_instructions[self.doc_type.lower()])\n            else:\n                additions.append(f\"Focus on generating {self.doc_type} documentation.\")\n        \n        if self.focus_modules:\n            additions.append(f\"Pay special attention to and provide more detailed documentation for these modules: {', '.join(self.focus_modules)}\")\n        \n        if self.custom_instructions:\n            additions.append(f\"Additional instructions: {self.custom_instructions}\")\n        \n        return \"\\n\".join(additions) if additions else \"\"",
+    "start_line": 21,
+    "end_line": 102,
+    "has_docstring": true,
+    "docstring": "Custom instructions for the documentation agent.\n\nAllows users to customize:\n- File filtering (include/exclude patterns)\n- Module focus (prioritize certain modules)\n- Documentation type (API docs, architecture docs, etc.)\n- Custom instructions for the LLM\n\nAttributes:\n    include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n    exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\", \"*test*\"])\n    focus_modules: Modules to document in more detail\n    doc_type: Type of documentation to generate\n    custom_instructions: Additional instructions for the documentation agent",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class AgentInstructions",
+    "component_id": "codewiki/cli/models/config.py::AgentInstructions",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/models/config.py::Configuration": {
+    "id": "codewiki/cli/models/config.py::Configuration",
+    "name": "Configuration",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/config.py",
+    "relative_path": "codewiki/cli/models/config.py",
+    "depends_on": [
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/cli/utils/validation.py::validate_url",
+      "codewiki/cli/utils/validation.py::validate_model_name",
+      "codewiki/cli/models/config.py::AgentInstructions"
+    ],
+    "source_code": "class Configuration:\n    \"\"\"\n    CodeWiki configuration data model.\n\n    Attributes:\n        base_url: LLM API base URL\n        main_model: Primary model for documentation generation\n        cluster_model: Model for module clustering\n        fallback_model: Fallback model for documentation generation\n        default_output: Default output directory\n        provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n        aws_region: AWS region for Bedrock provider\n        api_version: Azure OpenAI API version\n        azure_deployment: Azure OpenAI deployment name\n        max_tokens: Maximum tokens for LLM response (default: 32768)\n        max_token_per_module: Maximum tokens per module for clustering (default: 36369)\n        max_token_per_leaf_module: Maximum tokens per leaf module (default: 16000)\n        max_depth: Maximum depth for hierarchical decomposition (default: 2)\n        agent_instructions: Custom agent instructions for documentation generation\n    \"\"\"\n    base_url: str\n    main_model: str\n    cluster_model: str\n    fallback_model: str = \"glm-4p5\"\n    default_output: str = \"docs\"\n    provider: str = \"openai-compatible\"\n    aws_region: str = \"us-east-1\"\n    api_version: str = \"2024-12-01-preview\"\n    azure_deployment: str = \"\"\n    max_tokens: int = 32768\n    max_token_per_module: int = 36369\n    max_token_per_leaf_module: int = 16000\n    max_depth: int = 2\n    agent_instructions: AgentInstructions = field(default_factory=AgentInstructions)\n    \n    def validate(self):\n        \"\"\"\n        Validate all configuration fields.\n\n        Subscription-mode providers (claude-code, codex) authenticate via the\n        underlying CLI's OAuth and do not require a base URL or fallback model.\n\n        Raises:\n            ConfigurationError: If validation fails\n        \"\"\"\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self.provider):\n            validate_model_name(self.main_model)\n            return\n        validate_url(self.base_url)\n        validate_model_name(self.main_model)\n        validate_model_name(self.cluster_model)\n        validate_model_name(self.fallback_model)\n    \n    def to_dict(self) -> dict:\n        \"\"\"Convert to dictionary.\"\"\"\n        result = {\n            'base_url': self.base_url,\n            'main_model': self.main_model,\n            'cluster_model': self.cluster_model,\n            'default_output': self.default_output,\n            'provider': self.provider,\n            'aws_region': self.aws_region,\n            'api_version': self.api_version,\n            'azure_deployment': self.azure_deployment,\n            'max_tokens': self.max_tokens,\n            'max_token_per_module': self.max_token_per_module,\n            'max_token_per_leaf_module': self.max_token_per_leaf_module,\n            'max_depth': self.max_depth,\n            'fallback_model': self.fallback_model,\n        }\n        if self.agent_instructions and not self.agent_instructions.is_empty():\n            result['agent_instructions'] = self.agent_instructions.to_dict()\n        return result\n    \n    @classmethod\n    def from_dict(cls, data: dict) -> 'Configuration':\n        \"\"\"\n        Create Configuration from dictionary.\n        \n        Args:\n            data: Configuration dictionary\n            \n        Returns:\n            Configuration instance\n        \"\"\"\n        agent_instructions = AgentInstructions()\n        if 'agent_instructions' in data:\n            agent_instructions = AgentInstructions.from_dict(data['agent_instructions'])\n        \n        return cls(\n            base_url=data.get('base_url', ''),\n            main_model=data.get('main_model', ''),\n            cluster_model=data.get('cluster_model', ''),\n            fallback_model=data.get('fallback_model', 'glm-4p5'),\n            default_output=data.get('default_output', 'docs'),\n            provider=data.get('provider', 'openai-compatible'),\n            aws_region=data.get('aws_region', 'us-east-1'),\n            api_version=data.get('api_version', '2024-12-01-preview'),\n            azure_deployment=data.get('azure_deployment', ''),\n            max_tokens=data.get('max_tokens', 32768),\n            max_token_per_module=data.get('max_token_per_module', 36369),\n            max_token_per_leaf_module=data.get('max_token_per_leaf_module', 16000),\n            max_depth=data.get('max_depth', 2),\n            agent_instructions=agent_instructions,\n        )\n    \n    def is_complete(self) -> bool:\n        \"\"\"Check if all required fields are set.\n\n        Subscription-mode providers (claude-code, codex) only require\n        ``main_model``; ``base_url``, ``cluster_model`` and ``fallback_model``\n        are unused.\n        \"\"\"\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self.provider):\n            return bool(self.main_model)\n        return bool(\n            self.base_url and\n            self.main_model and\n            self.cluster_model and\n            self.fallback_model\n        )\n    \n    def to_backend_config(self, repo_path: str, output_dir: str, api_key: str, runtime_instructions: AgentInstructions = None):\n        \"\"\"\n        Convert CLI Configuration to Backend Config.\n        \n        This method bridges the gap between persistent user settings (CLI Configuration)\n        and runtime job configuration (Backend Config).\n        \n        Args:\n            repo_path: Path to the repository to document\n            output_dir: Output directory for generated documentation\n            api_key: LLM API key (from keyring)\n            runtime_instructions: Runtime agent instructions (override persistent settings)\n            \n        Returns:\n            Backend Config instance ready for documentation generation\n        \"\"\"\n        from codewiki.src.config import Config\n        \n        # Merge runtime instructions with persistent settings\n        # Runtime instructions take precedence\n        final_instructions = self.agent_instructions\n        if runtime_instructions and not runtime_instructions.is_empty():\n            final_instructions = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or self.agent_instructions.include_patterns,\n                exclude_patterns=runtime_instructions.exclude_patterns or self.agent_instructions.exclude_patterns,\n                focus_modules=runtime_instructions.focus_modules or self.agent_instructions.focus_modules,\n                doc_type=runtime_instructions.doc_type or self.agent_instructions.doc_type,\n                custom_instructions=runtime_instructions.custom_instructions or self.agent_instructions.custom_instructions,\n            )\n        \n        return Config.from_cli(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            llm_base_url=self.base_url,\n            llm_api_key=api_key,\n            main_model=self.main_model,\n            cluster_model=self.cluster_model,\n            fallback_model=self.fallback_model,\n            provider=self.provider,\n            aws_region=self.aws_region,\n            api_version=self.api_version,\n            azure_deployment=self.azure_deployment,\n            max_tokens=self.max_tokens,\n            max_token_per_module=self.max_token_per_module,\n            max_token_per_leaf_module=self.max_token_per_leaf_module,\n            max_depth=self.max_depth,\n            agent_instructions=final_instructions.to_dict() if final_instructions else None\n        )",
+    "start_line": 106,
+    "end_line": 277,
+    "has_docstring": true,
+    "docstring": "CodeWiki configuration data model.\n\nAttributes:\n    base_url: LLM API base URL\n    main_model: Primary model for documentation generation\n    cluster_model: Model for module clustering\n    fallback_model: Fallback model for documentation generation\n    default_output: Default output directory\n    provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n    aws_region: AWS region for Bedrock provider\n    api_version: Azure OpenAI API version\n    azure_deployment: Azure OpenAI deployment name\n    max_tokens: Maximum tokens for LLM response (default: 32768)\n    max_token_per_module: Maximum tokens per module for clustering (default: 36369)\n    max_token_per_leaf_module: Maximum tokens per leaf module (default: 16000)\n    max_depth: Maximum depth for hierarchical decomposition (default: 2)\n    agent_instructions: Custom agent instructions for documentation generation",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class Configuration",
+    "component_id": "codewiki/cli/models/config.py::Configuration",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/models/job.py::JobStatus": {
+    "id": "codewiki/cli/models/job.py::JobStatus",
+    "name": "JobStatus",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
+    "relative_path": "codewiki/cli/models/job.py",
+    "depends_on": [],
+    "source_code": "class JobStatus(str, Enum):\n    \"\"\"Documentation job status.\"\"\"\n    PENDING = \"pending\"\n    RUNNING = \"running\"\n    COMPLETED = \"completed\"\n    FAILED = \"failed\"",
+    "start_line": 13,
+    "end_line": 18,
+    "has_docstring": true,
+    "docstring": "Documentation job status.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "str",
+      "Enum"
+    ],
+    "class_name": null,
+    "display_name": "class JobStatus",
+    "component_id": "codewiki/cli/models/job.py::JobStatus",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/models/job.py::GenerationOptions": {
+    "id": "codewiki/cli/models/job.py::GenerationOptions",
+    "name": "GenerationOptions",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
+    "relative_path": "codewiki/cli/models/job.py",
+    "depends_on": [],
+    "source_code": "class GenerationOptions:\n    \"\"\"Options for documentation generation.\"\"\"\n    create_branch: bool = False\n    github_pages: bool = False\n    no_cache: bool = False\n    custom_output: Optional[str] = None",
+    "start_line": 22,
+    "end_line": 27,
+    "has_docstring": true,
+    "docstring": "Options for documentation generation.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class GenerationOptions",
+    "component_id": "codewiki/cli/models/job.py::GenerationOptions",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/models/job.py::JobStatistics": {
+    "id": "codewiki/cli/models/job.py::JobStatistics",
+    "name": "JobStatistics",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
+    "relative_path": "codewiki/cli/models/job.py",
+    "depends_on": [],
+    "source_code": "class JobStatistics:\n    \"\"\"Statistics for a documentation job.\"\"\"\n    total_files_analyzed: int = 0\n    leaf_nodes: int = 0\n    max_depth: int = 0\n    total_tokens_used: int = 0",
+    "start_line": 31,
+    "end_line": 36,
+    "has_docstring": true,
+    "docstring": "Statistics for a documentation job.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class JobStatistics",
+    "component_id": "codewiki/cli/models/job.py::JobStatistics",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/models/job.py::LLMConfig": {
+    "id": "codewiki/cli/models/job.py::LLMConfig",
+    "name": "LLMConfig",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
+    "relative_path": "codewiki/cli/models/job.py",
+    "depends_on": [],
+    "source_code": "class LLMConfig:\n    \"\"\"LLM configuration for a job.\"\"\"\n    main_model: str\n    cluster_model: str\n    base_url: str",
+    "start_line": 40,
+    "end_line": 44,
+    "has_docstring": true,
+    "docstring": "LLM configuration for a job.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class LLMConfig",
+    "component_id": "codewiki/cli/models/job.py::LLMConfig",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/models/job.py::DocumentationJob": {
+    "id": "codewiki/cli/models/job.py::DocumentationJob",
+    "name": "DocumentationJob",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
+    "relative_path": "codewiki/cli/models/job.py",
+    "depends_on": [
+      "codewiki/cli/models/job.py::JobStatus",
+      "codewiki/cli/models/job.py::JobStatistics",
+      "codewiki/cli/models/job.py::LLMConfig",
+      "codewiki/cli/models/job.py::GenerationOptions"
+    ],
+    "source_code": "class DocumentationJob:\n    \"\"\"\n    Represents a documentation generation job.\n    \n    Attributes:\n        job_id: Unique job identifier\n        repository_path: Absolute path to repository\n        repository_name: Repository name\n        output_directory: Output directory path\n        commit_hash: Git commit SHA\n        branch_name: Git branch name (if applicable)\n        timestamp_start: Job start time\n        timestamp_end: Job end time (if completed)\n        status: Current job status\n        error_message: Error message (if failed)\n        files_generated: List of generated files\n        module_count: Number of modules documented\n        generation_options: Generation options used\n        llm_config: LLM configuration used\n        statistics: Job statistics\n    \"\"\"\n    job_id: str = field(default_factory=lambda: str(uuid.uuid4()))\n    repository_path: str = \"\"\n    repository_name: str = \"\"\n    output_directory: str = \"\"\n    commit_hash: str = \"\"\n    branch_name: Optional[str] = None\n    timestamp_start: str = field(default_factory=lambda: datetime.now().isoformat())\n    timestamp_end: Optional[str] = None\n    status: JobStatus = JobStatus.PENDING\n    error_message: Optional[str] = None\n    files_generated: List[str] = field(default_factory=list)\n    module_count: int = 0\n    generation_options: GenerationOptions = field(default_factory=GenerationOptions)\n    llm_config: Optional[LLMConfig] = None\n    statistics: JobStatistics = field(default_factory=JobStatistics)\n    \n    def start(self):\n        \"\"\"Mark job as started.\"\"\"\n        self.status = JobStatus.RUNNING\n        self.timestamp_start = datetime.now().isoformat()\n    \n    def complete(self):\n        \"\"\"Mark job as completed.\"\"\"\n        self.status = JobStatus.COMPLETED\n        self.timestamp_end = datetime.now().isoformat()\n    \n    def fail(self, error_message: str):\n        \"\"\"Mark job as failed.\"\"\"\n        self.status = JobStatus.FAILED\n        self.error_message = error_message\n        self.timestamp_end = datetime.now().isoformat()\n    \n    def to_dict(self) -> Dict[str, Any]:\n        \"\"\"Convert to dictionary for JSON serialization.\"\"\"\n        data = {\n            \"job_id\": self.job_id,\n            \"repository_path\": self.repository_path,\n            \"repository_name\": self.repository_name,\n            \"output_directory\": self.output_directory,\n            \"commit_hash\": self.commit_hash,\n            \"branch_name\": self.branch_name,\n            \"timestamp_start\": self.timestamp_start,\n            \"timestamp_end\": self.timestamp_end,\n            \"status\": self.status.value if isinstance(self.status, JobStatus) else self.status,\n            \"error_message\": self.error_message,\n            \"files_generated\": self.files_generated,\n            \"module_count\": self.module_count,\n            \"generation_options\": asdict(self.generation_options),\n            \"llm_config\": asdict(self.llm_config) if self.llm_config else None,\n            \"statistics\": asdict(self.statistics),\n        }\n        return data\n    \n    def to_json(self) -> str:\n        \"\"\"Convert to JSON string.\"\"\"\n        return json.dumps(self.to_dict(), indent=2)\n    \n    @classmethod\n    def from_dict(cls, data: Dict[str, Any]) -> 'DocumentationJob':\n        \"\"\"Create from dictionary.\"\"\"\n        job = cls(\n            job_id=data.get('job_id', str(uuid.uuid4())),\n            repository_path=data.get('repository_path', ''),\n            repository_name=data.get('repository_name', ''),\n            output_directory=data.get('output_directory', ''),\n            commit_hash=data.get('commit_hash', ''),\n            branch_name=data.get('branch_name'),\n            timestamp_start=data.get('timestamp_start', datetime.now().isoformat()),\n            timestamp_end=data.get('timestamp_end'),\n            status=JobStatus(data.get('status', 'pending')),\n            error_message=data.get('error_message'),\n            files_generated=data.get('files_generated', []),\n            module_count=data.get('module_count', 0),\n        )\n        \n        # Parse nested objects\n        if 'generation_options' in data:\n            opts = data['generation_options']\n            job.generation_options = GenerationOptions(**opts)\n        \n        if 'llm_config' in data and data['llm_config']:\n            job.llm_config = LLMConfig(**data['llm_config'])\n        \n        if 'statistics' in data:\n            job.statistics = JobStatistics(**data['statistics'])\n        \n        return job",
+    "start_line": 48,
+    "end_line": 155,
+    "has_docstring": true,
+    "docstring": "Represents a documentation generation job.\n\nAttributes:\n    job_id: Unique job identifier\n    repository_path: Absolute path to repository\n    repository_name: Repository name\n    output_directory: Output directory path\n    commit_hash: Git commit SHA\n    branch_name: Git branch name (if applicable)\n    timestamp_start: Job start time\n    timestamp_end: Job end time (if completed)\n    status: Current job status\n    error_message: Error message (if failed)\n    files_generated: List of generated files\n    module_count: Number of modules documented\n    generation_options: Generation options used\n    llm_config: LLM configuration used\n    statistics: Job statistics",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class DocumentationJob",
+    "component_id": "codewiki/cli/models/job.py::DocumentationJob",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/api_errors.py::APIErrorHandler": {
+    "id": "codewiki/cli/utils/api_errors.py::APIErrorHandler",
+    "name": "APIErrorHandler",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/api_errors.py",
+    "relative_path": "codewiki/cli/utils/api_errors.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::APIError"
+    ],
+    "source_code": "class APIErrorHandler:\n    \"\"\"Handler for LLM API errors with fail-fast behavior.\"\"\"\n    \n    @staticmethod\n    def handle_api_error(\n        error: Exception,\n        context: Optional[str] = None,\n        fail_fast: bool = True\n    ) -> APIError:\n        \"\"\"\n        Handle LLM API error and convert to APIError.\n        \n        Args:\n            error: The original exception\n            context: Additional context (e.g., module name)\n            fail_fast: Whether to fail immediately (default: True)\n            \n        Returns:\n            APIError instance\n        \"\"\"\n        error_message = str(error)\n        \n        # Detect specific error types\n        if \"429\" in error_message or \"rate limit\" in error_message.lower():\n            message = (\n                \"LLM API rate limit exceeded.\\n\\n\"\n                \"The API returned a 429 error, indicating too many requests.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Wait a few minutes before retrying\\n\"\n                \"  2. Check your API quota at your provider's dashboard\\n\"\n                \"  3. Consider upgrading your API plan\\n\"\n                \"  4. For large repositories, generate during off-peak hours\"\n            )\n        elif \"401\" in error_message or \"authentication\" in error_message.lower():\n            message = (\n                \"LLM API authentication failed.\\n\\n\"\n                \"Your API key appears to be invalid or expired.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Verify your API key: codewiki config show\\n\"\n                \"  2. Update your API key: codewiki config set --api-key <new-key>\\n\"\n                \"  3. Check that your API key is active in your provider's dashboard\"\n            )\n        elif \"timeout\" in error_message.lower():\n            message = (\n                \"LLM API request timed out.\\n\\n\"\n                \"The API did not respond within the expected time.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your internet connection\\n\"\n                \"  2. Verify the API service is operational\\n\"\n                \"  3. Try again in a few moments\\n\"\n                \"  4. If the issue persists, contact your API provider\"\n            )\n        elif \"network\" in error_message.lower() or \"connection\" in error_message.lower():\n            message = (\n                \"Network error while connecting to LLM API.\\n\\n\"\n                \"Could not establish connection to the API.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your internet connection\\n\"\n                \"  2. Verify the base URL: codewiki config show\\n\"\n                \"  3. Check if you're behind a proxy or firewall\\n\"\n                \"  4. Try: curl -I <base-url> to test connectivity\"\n            )\n        else:\n            message = (\n                f\"LLM API error: {error_message}\\n\\n\"\n                \"An unexpected error occurred while communicating with the LLM API.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your configuration: codewiki config validate\\n\"\n                \"  2. Verify API service status\\n\"\n                \"  3. Review the error message above for specific details\"\n            )\n        \n        if context:\n            message = f\"Context: {context}\\n\\n{message}\"\n        \n        return APIError(message)\n    \n    @staticmethod\n    def display_api_error(error: APIError, module_name: Optional[str] = None):\n        \"\"\"\n        Display API error with formatting.\n        \n        Args:\n            error: The API error\n            module_name: Optional module name for context\n        \"\"\"\n        click.echo()\n        click.secho(\"✗ LLM API Error\", fg=\"red\", bold=True)\n        click.echo()\n        \n        if module_name:\n            click.echo(f\"Module: {module_name}\")\n            click.echo()\n        \n        click.echo(error.message)\n        click.echo()\n        click.secho(\n            \"Documentation generation stopped. No partial results saved.\",\n            fg=\"yellow\"\n        )\n        click.echo()",
+    "start_line": 11,
+    "end_line": 111,
+    "has_docstring": true,
+    "docstring": "Handler for LLM API errors with fail-fast behavior.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class APIErrorHandler",
+    "component_id": "codewiki/cli/utils/api_errors.py::APIErrorHandler",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/api_errors.py::wrap_api_call": {
+    "id": "codewiki/cli/utils/api_errors.py::wrap_api_call",
+    "name": "wrap_api_call",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/api_errors.py",
+    "relative_path": "codewiki/cli/utils/api_errors.py",
+    "depends_on": [],
+    "source_code": "def wrap_api_call(func, *args, fail_fast: bool = True, context: Optional[str] = None, **kwargs):\n    \"\"\"\n    Wrap an API call with error handling.\n    \n    Args:\n        func: Function to call\n        *args: Positional arguments\n        fail_fast: Whether to raise on error (default: True)\n        context: Optional context for error message\n        **kwargs: Keyword arguments\n        \n    Returns:\n        Function result\n        \n    Raises:\n        APIError: If API call fails and fail_fast is True\n    \"\"\"\n    try:\n        return func(*args, **kwargs)\n    except Exception as e:\n        api_error = APIErrorHandler.handle_api_error(e, context=context, fail_fast=fail_fast)\n        if fail_fast:\n            raise api_error\n        else:\n            APIErrorHandler.display_api_error(api_error)\n            return None",
+    "start_line": 114,
+    "end_line": 139,
+    "has_docstring": true,
+    "docstring": "Wrap an API call with error handling.\n\nArgs:\n    func: Function to call\n    *args: Positional arguments\n    fail_fast: Whether to raise on error (default: True)\n    context: Optional context for error message\n    **kwargs: Keyword arguments\n    \nReturns:\n    Function result\n    \nRaises:\n    APIError: If API call fails and fail_fast is True",
+    "parameters": [
+      "func"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function wrap_api_call",
+    "component_id": "codewiki/cli/utils/api_errors.py::wrap_api_call",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::CodeWikiError": {
+    "id": "codewiki/cli/utils/errors.py::CodeWikiError",
+    "name": "CodeWikiError",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [],
+    "source_code": "class CodeWikiError(Exception):\n    \"\"\"Base exception for CodeWiki CLI errors.\"\"\"\n    \n    def __init__(self, message: str, exit_code: int = EXIT_GENERAL_ERROR):\n        self.message = message\n        self.exit_code = exit_code\n        super().__init__(self.message)",
+    "start_line": 27,
+    "end_line": 33,
+    "has_docstring": true,
+    "docstring": "Base exception for CodeWiki CLI errors.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "Exception"
+    ],
+    "class_name": null,
+    "display_name": "class CodeWikiError",
+    "component_id": "codewiki/cli/utils/errors.py::CodeWikiError",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::ConfigurationError": {
+    "id": "codewiki/cli/utils/errors.py::ConfigurationError",
+    "name": "ConfigurationError",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::CodeWikiError"
+    ],
+    "source_code": "class ConfigurationError(CodeWikiError):\n    \"\"\"Configuration-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_CONFIG_ERROR)",
+    "start_line": 36,
+    "end_line": 40,
+    "has_docstring": true,
+    "docstring": "Configuration-related errors.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "CodeWikiError"
+    ],
+    "class_name": null,
+    "display_name": "class ConfigurationError",
+    "component_id": "codewiki/cli/utils/errors.py::ConfigurationError",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::RepositoryError": {
+    "id": "codewiki/cli/utils/errors.py::RepositoryError",
+    "name": "RepositoryError",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::CodeWikiError"
+    ],
+    "source_code": "class RepositoryError(CodeWikiError):\n    \"\"\"Repository-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_REPOSITORY_ERROR)",
+    "start_line": 43,
+    "end_line": 47,
+    "has_docstring": true,
+    "docstring": "Repository-related errors.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "CodeWikiError"
+    ],
+    "class_name": null,
+    "display_name": "class RepositoryError",
+    "component_id": "codewiki/cli/utils/errors.py::RepositoryError",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::APIError": {
+    "id": "codewiki/cli/utils/errors.py::APIError",
+    "name": "APIError",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::CodeWikiError"
+    ],
+    "source_code": "class APIError(CodeWikiError):\n    \"\"\"LLM API-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_API_ERROR)",
+    "start_line": 50,
+    "end_line": 54,
+    "has_docstring": true,
+    "docstring": "LLM API-related errors.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "CodeWikiError"
+    ],
+    "class_name": null,
+    "display_name": "class APIError",
+    "component_id": "codewiki/cli/utils/errors.py::APIError",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::FileSystemError": {
+    "id": "codewiki/cli/utils/errors.py::FileSystemError",
+    "name": "FileSystemError",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::CodeWikiError"
+    ],
+    "source_code": "class FileSystemError(CodeWikiError):\n    \"\"\"File system-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_FILESYSTEM_ERROR)",
+    "start_line": 57,
+    "end_line": 61,
+    "has_docstring": true,
+    "docstring": "File system-related errors.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "CodeWikiError"
+    ],
+    "class_name": null,
+    "display_name": "class FileSystemError",
+    "component_id": "codewiki/cli/utils/errors.py::FileSystemError",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::handle_error": {
+    "id": "codewiki/cli/utils/errors.py::handle_error",
+    "name": "handle_error",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [],
+    "source_code": "def handle_error(error: Exception, verbose: bool = False) -> int:\n    \"\"\"\n    Handle errors and return appropriate exit code.\n    \n    Args:\n        error: The exception to handle\n        verbose: Whether to show detailed error information\n        \n    Returns:\n        Exit code for the error\n    \"\"\"\n    if isinstance(error, CodeWikiError):\n        click.secho(f\"\\n✗ Error: {error.message}\", fg=\"red\", err=True)\n        return error.exit_code\n    else:\n        click.secho(f\"\\n✗ Unexpected error: {error}\", fg=\"red\", err=True)\n        if verbose:\n            import traceback\n            click.echo(traceback.format_exc(), err=True)\n        return EXIT_GENERAL_ERROR",
+    "start_line": 64,
+    "end_line": 83,
+    "has_docstring": true,
+    "docstring": "Handle errors and return appropriate exit code.\n\nArgs:\n    error: The exception to handle\n    verbose: Whether to show detailed error information\n    \nReturns:\n    Exit code for the error",
+    "parameters": [
+      "error",
+      "verbose"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_error",
+    "component_id": "codewiki/cli/utils/errors.py::handle_error",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::error_with_suggestion": {
+    "id": "codewiki/cli/utils/errors.py::error_with_suggestion",
+    "name": "error_with_suggestion",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [],
+    "source_code": "def error_with_suggestion(message: str, suggestion: str, exit_code: int = EXIT_GENERAL_ERROR):\n    \"\"\"\n    Display error message with actionable suggestion and exit.\n    \n    Args:\n        message: The error message\n        suggestion: Suggested action to resolve the error\n        exit_code: Exit code to use\n    \"\"\"\n    click.secho(f\"\\n✗ Error: {message}\", fg=\"red\", err=True)\n    click.echo(f\"\\n{suggestion}\", err=True)\n    sys.exit(exit_code)",
+    "start_line": 86,
+    "end_line": 97,
+    "has_docstring": true,
+    "docstring": "Display error message with actionable suggestion and exit.\n\nArgs:\n    message: The error message\n    suggestion: Suggested action to resolve the error\n    exit_code: Exit code to use",
+    "parameters": [
+      "message",
+      "suggestion",
+      "exit_code"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function error_with_suggestion",
+    "component_id": "codewiki/cli/utils/errors.py::error_with_suggestion",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::warning": {
+    "id": "codewiki/cli/utils/errors.py::warning",
+    "name": "warning",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [],
+    "source_code": "def warning(message: str):\n    \"\"\"Display a warning message.\"\"\"\n    click.secho(f\"⚠️  {message}\", fg=\"yellow\")",
+    "start_line": 100,
+    "end_line": 102,
+    "has_docstring": true,
+    "docstring": "Display a warning message.",
+    "parameters": [
+      "message"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function warning",
+    "component_id": "codewiki/cli/utils/errors.py::warning",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::success": {
+    "id": "codewiki/cli/utils/errors.py::success",
+    "name": "success",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [],
+    "source_code": "def success(message: str):\n    \"\"\"Display a success message.\"\"\"\n    click.secho(f\"✓ {message}\", fg=\"green\")",
+    "start_line": 105,
+    "end_line": 107,
+    "has_docstring": true,
+    "docstring": "Display a success message.",
+    "parameters": [
+      "message"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function success",
+    "component_id": "codewiki/cli/utils/errors.py::success",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/errors.py::info": {
+    "id": "codewiki/cli/utils/errors.py::info",
+    "name": "info",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
+    "relative_path": "codewiki/cli/utils/errors.py",
+    "depends_on": [],
+    "source_code": "def info(message: str):\n    \"\"\"Display an info message.\"\"\"\n    click.echo(message)",
+    "start_line": 110,
+    "end_line": 112,
+    "has_docstring": true,
+    "docstring": "Display an info message.",
+    "parameters": [
+      "message"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function info",
+    "component_id": "codewiki/cli/utils/errors.py::info",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/fs.py::ensure_directory": {
+    "id": "codewiki/cli/utils/fs.py::ensure_directory",
+    "name": "ensure_directory",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
+    "relative_path": "codewiki/cli/utils/fs.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::FileSystemError"
+    ],
+    "source_code": "def ensure_directory(path: Path, mode: int = 0o700) -> Path:\n    \"\"\"\n    Ensure directory exists, create if necessary.\n    \n    Args:\n        path: Directory path\n        mode: Directory permissions (default: 0o700 - user only)\n        \n    Returns:\n        Path to the directory\n        \n    Raises:\n        FileSystemError: If directory cannot be created\n    \"\"\"\n    try:\n        path = Path(path).expanduser().resolve()\n        path.mkdir(parents=True, exist_ok=True, mode=mode)\n        return path\n    except PermissionError:\n        raise FileSystemError(\n            f\"Permission denied: Cannot create directory {path}\\n\"\n            f\"Try: chmod u+w {path.parent}\"\n        )\n    except OSError as e:\n        raise FileSystemError(f\"Cannot create directory {path}: {e}\")",
+    "start_line": 13,
+    "end_line": 37,
+    "has_docstring": true,
+    "docstring": "Ensure directory exists, create if necessary.\n\nArgs:\n    path: Directory path\n    mode: Directory permissions (default: 0o700 - user only)\n    \nReturns:\n    Path to the directory\n    \nRaises:\n    FileSystemError: If directory cannot be created",
+    "parameters": [
+      "path",
+      "mode"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function ensure_directory",
+    "component_id": "codewiki/cli/utils/fs.py::ensure_directory",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/fs.py::check_writable": {
+    "id": "codewiki/cli/utils/fs.py::check_writable",
+    "name": "check_writable",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
+    "relative_path": "codewiki/cli/utils/fs.py",
+    "depends_on": [],
+    "source_code": "def check_writable(path: Path) -> bool:\n    \"\"\"\n    Check if a path is writable.\n    \n    Args:\n        path: Path to check\n        \n    Returns:\n        True if writable, False otherwise\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if path.exists():\n        return os.access(path, os.W_OK)\n    else:\n        # Check parent directory if path doesn't exist\n        parent = path.parent\n        return parent.exists() and os.access(parent, os.W_OK)",
+    "start_line": 40,
+    "end_line": 57,
+    "has_docstring": true,
+    "docstring": "Check if a path is writable.\n\nArgs:\n    path: Path to check\n    \nReturns:\n    True if writable, False otherwise",
+    "parameters": [
+      "path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function check_writable",
+    "component_id": "codewiki/cli/utils/fs.py::check_writable",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/fs.py::safe_write": {
+    "id": "codewiki/cli/utils/fs.py::safe_write",
+    "name": "safe_write",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
+    "relative_path": "codewiki/cli/utils/fs.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::FileSystemError"
+    ],
+    "source_code": "def safe_write(path: Path, content: str, encoding: str = \"utf-8\"):\n    \"\"\"\n    Safely write content to a file using atomic write (temp file + rename).\n    \n    Args:\n        path: File path\n        content: Content to write\n        encoding: File encoding\n        \n    Raises:\n        FileSystemError: If write fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    temp_path = path.with_suffix(path.suffix + \".tmp\")\n    \n    try:\n        # Write to temp file\n        with open(temp_path, \"w\", encoding=encoding) as f:\n            f.write(content)\n        \n        # Atomic rename\n        temp_path.replace(path)\n    except Exception as e:\n        # Clean up temp file if it exists\n        if temp_path.exists():\n            temp_path.unlink()\n        raise FileSystemError(f\"Cannot write to {path}: {e}\")",
+    "start_line": 60,
+    "end_line": 86,
+    "has_docstring": true,
+    "docstring": "Safely write content to a file using atomic write (temp file + rename).\n\nArgs:\n    path: File path\n    content: Content to write\n    encoding: File encoding\n    \nRaises:\n    FileSystemError: If write fails",
+    "parameters": [
+      "path",
+      "content",
+      "encoding"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function safe_write",
+    "component_id": "codewiki/cli/utils/fs.py::safe_write",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/fs.py::safe_read": {
+    "id": "codewiki/cli/utils/fs.py::safe_read",
+    "name": "safe_read",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
+    "relative_path": "codewiki/cli/utils/fs.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::FileSystemError"
+    ],
+    "source_code": "def safe_read(path: Path, encoding: str = \"utf-8\") -> str:\n    \"\"\"\n    Safely read content from a file.\n    \n    Args:\n        path: File path\n        encoding: File encoding\n        \n    Returns:\n        File content\n        \n    Raises:\n        FileSystemError: If read fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    try:\n        with open(path, \"r\", encoding=encoding) as f:\n            return f.read()\n    except FileNotFoundError:\n        raise FileSystemError(f\"File not found: {path}\")\n    except PermissionError:\n        raise FileSystemError(f\"Permission denied: Cannot read {path}\")\n    except Exception as e:\n        raise FileSystemError(f\"Cannot read {path}: {e}\")",
+    "start_line": 89,
+    "end_line": 113,
+    "has_docstring": true,
+    "docstring": "Safely read content from a file.\n\nArgs:\n    path: File path\n    encoding: File encoding\n    \nReturns:\n    File content\n    \nRaises:\n    FileSystemError: If read fails",
+    "parameters": [
+      "path",
+      "encoding"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function safe_read",
+    "component_id": "codewiki/cli/utils/fs.py::safe_read",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/fs.py::get_file_size": {
+    "id": "codewiki/cli/utils/fs.py::get_file_size",
+    "name": "get_file_size",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
+    "relative_path": "codewiki/cli/utils/fs.py",
+    "depends_on": [],
+    "source_code": "def get_file_size(path: Path) -> int:\n    \"\"\"\n    Get file size in bytes.\n    \n    Args:\n        path: File path\n        \n    Returns:\n        File size in bytes\n    \"\"\"\n    return Path(path).stat().st_size",
+    "start_line": 116,
+    "end_line": 126,
+    "has_docstring": true,
+    "docstring": "Get file size in bytes.\n\nArgs:\n    path: File path\n    \nReturns:\n    File size in bytes",
+    "parameters": [
+      "path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_file_size",
+    "component_id": "codewiki/cli/utils/fs.py::get_file_size",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/fs.py::find_files": {
+    "id": "codewiki/cli/utils/fs.py::find_files",
+    "name": "find_files",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
+    "relative_path": "codewiki/cli/utils/fs.py",
+    "depends_on": [],
+    "source_code": "def find_files(\n    directory: Path,\n    extensions: Optional[List[str]] = None,\n    recursive: bool = True\n) -> List[Path]:\n    \"\"\"\n    Find files in directory matching extensions.\n    \n    Args:\n        directory: Directory to search\n        extensions: List of file extensions (e.g., ['.py', '.java'])\n        recursive: Search recursively\n        \n    Returns:\n        List of matching file paths\n    \"\"\"\n    directory = Path(directory).expanduser().resolve()\n    \n    if not directory.exists():\n        return []\n    \n    pattern = \"**/*\" if recursive else \"*\"\n    files = []\n    \n    for path in directory.glob(pattern):\n        if not path.is_file():\n            continue\n        \n        if extensions is None or path.suffix in extensions:\n            files.append(path)\n    \n    return files",
+    "start_line": 129,
+    "end_line": 160,
+    "has_docstring": true,
+    "docstring": "Find files in directory matching extensions.\n\nArgs:\n    directory: Directory to search\n    extensions: List of file extensions (e.g., ['.py', '.java'])\n    recursive: Search recursively\n    \nReturns:\n    List of matching file paths",
+    "parameters": [
+      "directory",
+      "extensions",
+      "recursive"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function find_files",
+    "component_id": "codewiki/cli/utils/fs.py::find_files",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/fs.py::cleanup_directory": {
+    "id": "codewiki/cli/utils/fs.py::cleanup_directory",
+    "name": "cleanup_directory",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
+    "relative_path": "codewiki/cli/utils/fs.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::FileSystemError"
+    ],
+    "source_code": "def cleanup_directory(path: Path, keep_hidden: bool = True):\n    \"\"\"\n    Clean up a directory by removing its contents.\n    \n    Args:\n        path: Directory to clean\n        keep_hidden: Keep hidden files/directories (starting with .)\n        \n    Raises:\n        FileSystemError: If cleanup fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if not path.exists():\n        return\n    \n    try:\n        for item in path.iterdir():\n            if keep_hidden and item.name.startswith('.'):\n                continue\n            \n            if item.is_file():\n                item.unlink()\n            elif item.is_dir():\n                shutil.rmtree(item)\n    except Exception as e:\n        raise FileSystemError(f\"Cannot clean directory {path}: {e}\")",
+    "start_line": 163,
+    "end_line": 189,
+    "has_docstring": true,
+    "docstring": "Clean up a directory by removing its contents.\n\nArgs:\n    path: Directory to clean\n    keep_hidden: Keep hidden files/directories (starting with .)\n    \nRaises:\n    FileSystemError: If cleanup fails",
+    "parameters": [
+      "path",
+      "keep_hidden"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function cleanup_directory",
+    "component_id": "codewiki/cli/utils/fs.py::cleanup_directory",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/instructions.py::compute_github_pages_url": {
+    "id": "codewiki/cli/utils/instructions.py::compute_github_pages_url",
+    "name": "compute_github_pages_url",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/instructions.py",
+    "relative_path": "codewiki/cli/utils/instructions.py",
+    "depends_on": [],
+    "source_code": "def compute_github_pages_url(repo_url: str, repo_name: str) -> str:\n    \"\"\"\n    Compute expected GitHub Pages URL from repository URL.\n    \n    Args:\n        repo_url: GitHub repository URL\n        repo_name: Repository name\n        \n    Returns:\n        Expected GitHub Pages URL\n    \"\"\"\n    # Extract owner from GitHub URL\n    # e.g., \"https://github.com/owner/repo\" -> \"owner\"\n    if \"github.com\" in repo_url:\n        parts = repo_url.rstrip('/').split('/')\n        if len(parts) >= 2:\n            owner = parts[-2]\n            repo = parts[-1].replace('.git', '')\n            return f\"https://{owner}.github.io/{repo}/\"\n    \n    return f\"https://YOUR_USERNAME.github.io/{repo_name}/\"",
+    "start_line": 10,
+    "end_line": 30,
+    "has_docstring": true,
+    "docstring": "Compute expected GitHub Pages URL from repository URL.\n\nArgs:\n    repo_url: GitHub repository URL\n    repo_name: Repository name\n    \nReturns:\n    Expected GitHub Pages URL",
+    "parameters": [
+      "repo_url",
+      "repo_name"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function compute_github_pages_url",
+    "component_id": "codewiki/cli/utils/instructions.py::compute_github_pages_url",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/instructions.py::get_pr_creation_url": {
+    "id": "codewiki/cli/utils/instructions.py::get_pr_creation_url",
+    "name": "get_pr_creation_url",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/instructions.py",
+    "relative_path": "codewiki/cli/utils/instructions.py",
+    "depends_on": [],
+    "source_code": "def get_pr_creation_url(repo_url: str, branch_name: str) -> str:\n    \"\"\"\n    Get PR creation URL for GitHub.\n    \n    Args:\n        repo_url: GitHub repository URL\n        branch_name: Branch name\n        \n    Returns:\n        PR creation URL\n    \"\"\"\n    base_url = repo_url.rstrip('/').replace('.git', '')\n    return f\"{base_url}/compare/{branch_name}\"",
+    "start_line": 33,
+    "end_line": 45,
+    "has_docstring": true,
+    "docstring": "Get PR creation URL for GitHub.\n\nArgs:\n    repo_url: GitHub repository URL\n    branch_name: Branch name\n    \nReturns:\n    PR creation URL",
+    "parameters": [
+      "repo_url",
+      "branch_name"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_pr_creation_url",
+    "component_id": "codewiki/cli/utils/instructions.py::get_pr_creation_url",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/instructions.py::display_post_generation_instructions": {
+    "id": "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
+    "name": "display_post_generation_instructions",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/instructions.py",
+    "relative_path": "codewiki/cli/utils/instructions.py",
+    "depends_on": [
+      "codewiki/cli/utils/instructions.py::get_pr_creation_url",
+      "codewiki/cli/utils/instructions.py::compute_github_pages_url"
+    ],
+    "source_code": "def display_post_generation_instructions(\n    output_dir: Path,\n    repo_name: str,\n    repo_url: Optional[str] = None,\n    branch_name: Optional[str] = None,\n    github_pages: bool = False,\n    files_generated: list = None,\n    statistics: dict = None\n):\n    \"\"\"\n    Display post-generation instructions.\n    \n    Args:\n        output_dir: Output directory path\n        repo_name: Repository name\n        repo_url: GitHub repository URL (optional)\n        branch_name: Git branch name (optional)\n        github_pages: Whether GitHub Pages HTML was generated\n        files_generated: List of generated files\n        statistics: Generation statistics\n    \"\"\"\n    click.echo()\n    click.secho(\"✓ Documentation generated successfully!\", fg=\"green\", bold=True)\n    click.echo()\n    \n    # Output directory\n    click.secho(\"Output directory:\", fg=\"cyan\", bold=True)\n    click.echo(f\"  {output_dir}\")\n    click.echo()\n    \n    # Generated files\n    if files_generated:\n        click.secho(\"Generated files:\", fg=\"cyan\", bold=True)\n        for file in files_generated[:10]:  # Show first 10\n            click.echo(f\"  - {file}\")\n        if len(files_generated) > 10:\n            click.echo(f\"  ... and {len(files_generated) - 10} more\")\n        click.echo()\n    \n    # Statistics\n    if statistics:\n        click.secho(\"Statistics:\", fg=\"cyan\", bold=True)\n        if 'module_count' in statistics:\n            click.echo(f\"  Total modules:     {statistics['module_count']}\")\n        if 'total_files_analyzed' in statistics:\n            click.echo(f\"  Files analyzed:    {statistics['total_files_analyzed']}\")\n        if 'generation_time' in statistics:\n            minutes = int(statistics['generation_time'] // 60)\n            seconds = int(statistics['generation_time'] % 60)\n            click.echo(f\"  Generation time:   {minutes} minutes {seconds} seconds\")\n        # if 'total_tokens_used' in statistics:\n        #     tokens = statistics['total_tokens_used']\n        #     click.echo(f\"  Tokens used:       ~{tokens:,}\")\n        click.echo()\n    \n    # Next steps\n    click.secho(\"Next steps:\", fg=\"cyan\", bold=True)\n    click.echo()\n    \n    click.echo(\"1. Review the generated documentation:\")\n    click.echo(f\"   cat {output_dir}/overview.md\")\n    if github_pages:\n        click.echo(f\"   open {output_dir}/index.html  # View in browser\")\n    click.echo()\n    \n    if branch_name:\n        # Git workflow with branch\n        click.echo(\"2. Push the documentation branch:\")\n        click.secho(f\"   git push origin {branch_name}\", fg=\"yellow\")\n        click.echo()\n        \n        if repo_url:\n            pr_url = get_pr_creation_url(repo_url, branch_name)\n            click.echo(\"3. Create a Pull Request to merge documentation:\")\n            click.secho(f\"   {pr_url}\", fg=\"blue\")\n            click.echo()\n            \n            click.echo(\"4. After merge, enable GitHub Pages:\")\n        else:\n            click.echo(\"3. Enable GitHub Pages:\")\n    else:\n        # Direct commit workflow\n        click.echo(\"2. Commit the documentation:\")\n        click.secho(\"   git add docs/\", fg=\"yellow\")\n        click.secho('   git commit -m \"Add generated documentation\"', fg=\"yellow\")\n        click.echo()\n        \n        click.echo(\"3. Push to GitHub:\")\n        click.secho(\"   git push origin main\", fg=\"yellow\")\n        click.echo()\n        \n        click.echo(\"4. Enable GitHub Pages:\")\n    \n    click.echo(\"   - Go to repository Settings → Pages\")\n    click.echo(\"   - Source: Deploy from a branch\")\n    click.echo(\"   - Branch: main, folder: /docs\")\n    click.echo()\n    \n    if repo_url:\n        github_pages_url = compute_github_pages_url(repo_url, repo_name)\n        click.echo(\"5. Your documentation will be available at:\")\n        click.secho(f\"   {github_pages_url}\", fg=\"blue\", bold=True)\n        click.echo()",
+    "start_line": 48,
+    "end_line": 150,
+    "has_docstring": true,
+    "docstring": "Display post-generation instructions.\n\nArgs:\n    output_dir: Output directory path\n    repo_name: Repository name\n    repo_url: GitHub repository URL (optional)\n    branch_name: Git branch name (optional)\n    github_pages: Whether GitHub Pages HTML was generated\n    files_generated: List of generated files\n    statistics: Generation statistics",
+    "parameters": [
+      "output_dir",
+      "repo_name",
+      "repo_url",
+      "branch_name",
+      "github_pages",
+      "files_generated",
+      "statistics"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function display_post_generation_instructions",
+    "component_id": "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/instructions.py::display_generation_summary": {
+    "id": "codewiki/cli/utils/instructions.py::display_generation_summary",
+    "name": "display_generation_summary",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/instructions.py",
+    "relative_path": "codewiki/cli/utils/instructions.py",
+    "depends_on": [],
+    "source_code": "def display_generation_summary(\n    success: bool,\n    error_message: Optional[str] = None,\n    output_dir: Optional[Path] = None\n):\n    \"\"\"\n    Display generation summary (success or failure).\n    \n    Args:\n        success: Whether generation was successful\n        error_message: Error message if failed\n        output_dir: Output directory if successful\n    \"\"\"\n    if success:\n        click.echo()\n        click.secho(\"✓ Generation completed successfully!\", fg=\"green\", bold=True)\n        if output_dir:\n            click.echo(f\"\\nDocumentation saved to: {output_dir}\")\n        click.echo()\n    else:\n        click.echo()\n        click.secho(\"✗ Generation failed\", fg=\"red\", bold=True)\n        if error_message:\n            click.echo()\n            click.echo(error_message)\n        click.echo()",
+    "start_line": 153,
+    "end_line": 178,
+    "has_docstring": true,
+    "docstring": "Display generation summary (success or failure).\n\nArgs:\n    success: Whether generation was successful\n    error_message: Error message if failed\n    output_dir: Output directory if successful",
+    "parameters": [
+      "success",
+      "error_message",
+      "output_dir"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function display_generation_summary",
+    "component_id": "codewiki/cli/utils/instructions.py::display_generation_summary",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/logging.py::CLILogger": {
+    "id": "codewiki/cli/utils/logging.py::CLILogger",
+    "name": "CLILogger",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/logging.py",
+    "relative_path": "codewiki/cli/utils/logging.py",
+    "depends_on": [],
+    "source_code": "class CLILogger:\n    \"\"\"Logger for CLI with support for verbose and normal modes.\"\"\"\n    \n    def __init__(self, verbose: bool = False):\n        \"\"\"\n        Initialize the logger.\n        \n        Args:\n            verbose: Enable verbose output\n        \"\"\"\n        self.verbose = verbose\n        self.start_time = datetime.now()\n    \n    def debug(self, message: str):\n        \"\"\"Log debug message (only in verbose mode).\"\"\"\n        if self.verbose:\n            timestamp = datetime.now().strftime(\"%H:%M:%S\")\n            click.secho(f\"[{timestamp}] {message}\", fg=\"cyan\", dim=True)\n    \n    def info(self, message: str):\n        \"\"\"Log info message.\"\"\"\n        click.echo(message)\n    \n    def success(self, message: str):\n        \"\"\"Log success message in green.\"\"\"\n        click.secho(f\"✓ {message}\", fg=\"green\")\n    \n    def warning(self, message: str):\n        \"\"\"Log warning message in yellow.\"\"\"\n        click.secho(f\"⚠️  {message}\", fg=\"yellow\")\n    \n    def error(self, message: str):\n        \"\"\"Log error message in red.\"\"\"\n        click.secho(f\"✗ {message}\", fg=\"red\", err=True)\n    \n    def step(self, message: str, step: Optional[int] = None, total: Optional[int] = None):\n        \"\"\"\n        Log a processing step.\n        \n        Args:\n            message: Step description\n            step: Current step number\n            total: Total number of steps\n        \"\"\"\n        if step is not None and total is not None:\n            prefix = f\"[{step}/{total}]\"\n        else:\n            prefix = \"→\"\n        \n        click.secho(f\"{prefix} {message}\", fg=\"blue\", bold=True)\n    \n    def elapsed_time(self) -> str:\n        \"\"\"Get elapsed time since logger was created.\"\"\"\n        elapsed = datetime.now() - self.start_time\n        minutes = int(elapsed.total_seconds() // 60)\n        seconds = int(elapsed.total_seconds() % 60)\n        \n        if minutes > 0:\n            return f\"{minutes}m {seconds}s\"\n        else:\n            return f\"{seconds}s\"",
+    "start_line": 11,
+    "end_line": 71,
+    "has_docstring": true,
+    "docstring": "Logger for CLI with support for verbose and normal modes.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class CLILogger",
+    "component_id": "codewiki/cli/utils/logging.py::CLILogger",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/logging.py::create_logger": {
+    "id": "codewiki/cli/utils/logging.py::create_logger",
+    "name": "create_logger",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/logging.py",
+    "relative_path": "codewiki/cli/utils/logging.py",
+    "depends_on": [
+      "codewiki/cli/utils/logging.py::CLILogger"
+    ],
+    "source_code": "def create_logger(verbose: bool = False) -> CLILogger:\n    \"\"\"\n    Create and return a CLI logger.\n    \n    Args:\n        verbose: Enable verbose output\n        \n    Returns:\n        Configured CLILogger instance\n    \"\"\"\n    return CLILogger(verbose=verbose)",
+    "start_line": 74,
+    "end_line": 84,
+    "has_docstring": true,
+    "docstring": "Create and return a CLI logger.\n\nArgs:\n    verbose: Enable verbose output\n    \nReturns:\n    Configured CLILogger instance",
+    "parameters": [
+      "verbose"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function create_logger",
+    "component_id": "codewiki/cli/utils/logging.py::create_logger",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/progress.py::ProgressTracker": {
+    "id": "codewiki/cli/utils/progress.py::ProgressTracker",
+    "name": "ProgressTracker",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/progress.py",
+    "relative_path": "codewiki/cli/utils/progress.py",
+    "depends_on": [],
+    "source_code": "class ProgressTracker:\n    \"\"\"\n    Progress tracker with stages and ETA estimation.\n    \n    Stages:\n    1. Dependency Analysis (40% of time)\n    2. Module Clustering (20% of time)\n    3. Documentation Generation (30% of time)\n    4. HTML Generation (5% of time, optional)\n    5. Finalization (5% of time)\n    \"\"\"\n    \n    # Stage weights (percentage of total time)\n    STAGE_WEIGHTS = {\n        1: 0.40,  # Dependency Analysis\n        2: 0.20,  # Module Clustering\n        3: 0.30,  # Documentation Generation\n        4: 0.05,  # HTML Generation (optional)\n        5: 0.05,  # Finalization\n    }\n    \n    STAGE_NAMES = {\n        1: \"Dependency Analysis\",\n        2: \"Module Clustering\",\n        3: \"Documentation Generation\",\n        4: \"HTML Generation\",\n        5: \"Finalization\",\n    }\n    \n    def __init__(self, total_stages: int = 5, verbose: bool = False):\n        \"\"\"\n        Initialize progress tracker.\n        \n        Args:\n            total_stages: Number of stages\n            verbose: Enable verbose output\n        \"\"\"\n        self.total_stages = total_stages\n        self.current_stage = 0\n        self.stage_progress = 0.0\n        self.start_time = time.time()\n        self.verbose = verbose\n        self.current_stage_start = self.start_time\n    \n    def start_stage(self, stage: int, description: Optional[str] = None):\n        \"\"\"\n        Start a new stage.\n        \n        Args:\n            stage: Stage number (1-5)\n            description: Optional custom description\n        \"\"\"\n        self.current_stage = stage\n        self.stage_progress = 0.0\n        self.current_stage_start = time.time()\n        \n        stage_name = description or self.STAGE_NAMES.get(stage, f\"Stage {stage}\")\n        \n        if self.verbose:\n            elapsed = self._format_elapsed()\n            click.secho(\n                f\"\\n[{elapsed}] Phase {stage}/{self.total_stages}: {stage_name}\",\n                fg=\"blue\",\n                bold=True\n            )\n        else:\n            click.secho(\n                f\"[{stage}/{self.total_stages}] {stage_name}\",\n                fg=\"blue\",\n                bold=True\n            )\n    \n    def update_stage(self, progress: float, message: Optional[str] = None):\n        \"\"\"\n        Update progress within current stage.\n        \n        Args:\n            progress: Progress percentage (0.0 to 1.0)\n            message: Optional progress message\n        \"\"\"\n        self.stage_progress = min(1.0, max(0.0, progress))\n        \n        if self.verbose and message:\n            elapsed = self._format_elapsed()\n            click.echo(f\"[{elapsed}]   {message}\")\n    \n    def complete_stage(self, message: Optional[str] = None):\n        \"\"\"\n        Complete current stage.\n        \n        Args:\n            message: Optional completion message\n        \"\"\"\n        self.stage_progress = 1.0\n        \n        if self.verbose:\n            elapsed = self._format_elapsed()\n            stage_time = time.time() - self.current_stage_start\n            stage_name = self.STAGE_NAMES.get(self.current_stage, f\"Stage {self.current_stage}\")\n            click.secho(\n                f\"[{elapsed}]   {stage_name} complete ({stage_time:.1f}s)\",\n                fg=\"green\"\n            )\n            if message:\n                click.echo(f\"[{elapsed}]   {message}\")\n    \n    def get_overall_progress(self) -> float:\n        \"\"\"\n        Get overall progress percentage.\n        \n        Returns:\n            Progress (0.0 to 1.0)\n        \"\"\"\n        completed_weight = sum(\n            self.STAGE_WEIGHTS.get(s, 0)\n            for s in range(1, self.current_stage)\n        )\n        \n        current_weight = self.STAGE_WEIGHTS.get(self.current_stage, 0) * self.stage_progress\n        \n        return completed_weight + current_weight\n    \n    def _format_elapsed(self) -> str:\n        \"\"\"Format elapsed time.\"\"\"\n        elapsed = time.time() - self.start_time\n        minutes = int(elapsed // 60)\n        seconds = int(elapsed % 60)\n        \n        if minutes > 0:\n            return f\"{minutes:02d}:{seconds:02d}\"\n        else:\n            return f\"00:{seconds:02d}\"\n    \n    def get_eta(self) -> Optional[str]:\n        \"\"\"\n        Estimate time remaining.\n        \n        Returns:\n            ETA string or None if cannot estimate\n        \"\"\"\n        elapsed = time.time() - self.start_time\n        progress = self.get_overall_progress()\n        \n        if progress <= 0.0:\n            return None\n        \n        total_estimated = elapsed / progress\n        remaining = total_estimated - elapsed\n        \n        if remaining < 0:\n            return \"< 1 min\"\n        \n        minutes = int(remaining // 60)\n        seconds = int(remaining % 60)\n        \n        if minutes > 60:\n            hours = minutes // 60\n            minutes = minutes % 60\n            return f\"{hours}h {minutes}m\"\n        elif minutes > 0:\n            return f\"{minutes}m {seconds}s\"\n        else:\n            return f\"{seconds}s\"",
+    "start_line": 11,
+    "end_line": 173,
+    "has_docstring": true,
+    "docstring": "Progress tracker with stages and ETA estimation.\n\nStages:\n1. Dependency Analysis (40% of time)\n2. Module Clustering (20% of time)\n3. Documentation Generation (30% of time)\n4. HTML Generation (5% of time, optional)\n5. Finalization (5% of time)",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class ProgressTracker",
+    "component_id": "codewiki/cli/utils/progress.py::ProgressTracker",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/progress.py::ModuleProgressBar": {
+    "id": "codewiki/cli/utils/progress.py::ModuleProgressBar",
+    "name": "ModuleProgressBar",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/progress.py",
+    "relative_path": "codewiki/cli/utils/progress.py",
+    "depends_on": [],
+    "source_code": "class ModuleProgressBar:\n    \"\"\"Progress bar for module-by-module generation.\"\"\"\n    \n    def __init__(self, total_modules: int, verbose: bool = False):\n        \"\"\"\n        Initialize module progress bar.\n        \n        Args:\n            total_modules: Total number of modules to process\n            verbose: Enable verbose output\n        \"\"\"\n        self.total_modules = total_modules\n        self.current_module = 0\n        self.verbose = verbose\n        self.bar = None\n        \n        if not verbose:\n            self.bar = click.progressbar(\n                length=total_modules,\n                label=\"Generating modules\",\n                show_eta=True,\n                show_percent=True,\n            )\n            self.bar.__enter__()\n    \n    def update(self, module_name: str, cached: bool = False):\n        \"\"\"\n        Update progress for a module.\n        \n        Args:\n            module_name: Name of the module\n            cached: Whether the module was loaded from cache\n        \"\"\"\n        self.current_module += 1\n        \n        if self.verbose:\n            status = \"✓ (cached)\" if cached else \"⟳ (generating)\"\n            click.echo(f\"  [{self.current_module}/{self.total_modules}] {module_name}... {status}\")\n        elif self.bar:\n            self.bar.update(1)\n    \n    def finish(self):\n        \"\"\"Finish progress bar.\"\"\"\n        if self.bar:\n            self.bar.__exit__(None, None, None)\n            self.bar = None",
+    "start_line": 176,
+    "end_line": 221,
+    "has_docstring": true,
+    "docstring": "Progress bar for module-by-module generation.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class ModuleProgressBar",
+    "component_id": "codewiki/cli/utils/progress.py::ModuleProgressBar",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/repo_validator.py::validate_repository": {
+    "id": "codewiki/cli/utils/repo_validator.py::validate_repository",
+    "name": "validate_repository",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
+    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "depends_on": [
+      "codewiki/cli/utils/validation.py::validate_repository_path",
+      "codewiki/cli/utils/errors.py::RepositoryError",
+      "codewiki/cli/utils/validation.py::detect_supported_languages"
+    ],
+    "source_code": "def validate_repository(repo_path: Path) -> Tuple[Path, List[Tuple[str, int]]]:\n    \"\"\"\n    Validate repository for documentation generation.\n    \n    Checks:\n    - Path exists and is a directory\n    - Contains supported code files\n    - Has sufficient files for meaningful documentation\n    \n    Args:\n        repo_path: Path to repository\n        \n    Returns:\n        Tuple of (validated_path, language_counts)\n        \n    Raises:\n        RepositoryError: If validation fails\n    \"\"\"\n    # Validate path exists\n    repo_path = validate_repository_path(repo_path)\n    \n    # Detect languages\n    languages = detect_supported_languages(repo_path)\n    \n    if not languages:\n        raise RepositoryError(\n            f\"No supported code files found in {repo_path}\\n\\n\"\n            \"CodeWiki supports: Python, Java, JavaScript, TypeScript, C, C++, C#, PHP\\n\\n\"\n            \"Please navigate to a code repository or specify a custom directory:\\n\"\n            \"  cd /path/to/your/project\\n\"\n            \"  codewiki generate\"\n        )\n    \n    return repo_path, languages",
+    "start_line": 38,
+    "end_line": 71,
+    "has_docstring": true,
+    "docstring": "Validate repository for documentation generation.\n\nChecks:\n- Path exists and is a directory\n- Contains supported code files\n- Has sufficient files for meaningful documentation\n\nArgs:\n    repo_path: Path to repository\n    \nReturns:\n    Tuple of (validated_path, language_counts)\n    \nRaises:\n    RepositoryError: If validation fails",
+    "parameters": [
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function validate_repository",
+    "component_id": "codewiki/cli/utils/repo_validator.py::validate_repository",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/repo_validator.py::check_writable_output": {
+    "id": "codewiki/cli/utils/repo_validator.py::check_writable_output",
+    "name": "check_writable_output",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
+    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::RepositoryError"
+    ],
+    "source_code": "def check_writable_output(output_dir: Path) -> Path:\n    \"\"\"\n    Check if output directory is writable.\n    \n    Args:\n        output_dir: Output directory path\n        \n    Returns:\n        Validated output directory path\n        \n    Raises:\n        RepositoryError: If output directory is not writable\n    \"\"\"\n    output_dir = Path(output_dir).expanduser().resolve()\n    \n    # Check if output directory exists\n    if output_dir.exists():\n        if not output_dir.is_dir():\n            raise RepositoryError(\n                f\"Output path exists but is not a directory: {output_dir}\"\n            )\n        \n        # Check if writable\n        if not os.access(output_dir, os.W_OK):\n            raise RepositoryError(\n                f\"Output directory is not writable: {output_dir}\\n\\n\"\n                f\"Try: chmod u+w {output_dir}\"\n            )\n    else:\n        # Check if parent is writable\n        parent = output_dir.parent\n        if not parent.exists():\n            raise RepositoryError(\n                f\"Parent directory does not exist: {parent}\"\n            )\n        \n        if not os.access(parent, os.W_OK):\n            raise RepositoryError(\n                f\"Cannot create output directory (parent not writable): {parent}\\n\\n\"\n                f\"Try: chmod u+w {parent}\"\n            )\n    \n    return output_dir",
+    "start_line": 74,
+    "end_line": 116,
+    "has_docstring": true,
+    "docstring": "Check if output directory is writable.\n\nArgs:\n    output_dir: Output directory path\n    \nReturns:\n    Validated output directory path\n    \nRaises:\n    RepositoryError: If output directory is not writable",
+    "parameters": [
+      "output_dir"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function check_writable_output",
+    "component_id": "codewiki/cli/utils/repo_validator.py::check_writable_output",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/repo_validator.py::_get_git_repo": {
+    "id": "codewiki/cli/utils/repo_validator.py::_get_git_repo",
+    "name": "_get_git_repo",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
+    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "depends_on": [],
+    "source_code": "def _get_git_repo(repo_path: Path):\n    \"\"\"\n    Find a git repository starting at repo_path and searching parent directories.\n    \n    Args:\n        repo_path: Path to start searching from\n        \n    Returns:\n        git.Repo instance or None if no repository found\n    \"\"\"\n    try:\n        import git\n        return git.Repo(repo_path, search_parent_directories=True)\n    except Exception:\n        return None",
+    "start_line": 119,
+    "end_line": 133,
+    "has_docstring": true,
+    "docstring": "Find a git repository starting at repo_path and searching parent directories.\n\nArgs:\n    repo_path: Path to start searching from\n    \nReturns:\n    git.Repo instance or None if no repository found",
+    "parameters": [
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _get_git_repo",
+    "component_id": "codewiki/cli/utils/repo_validator.py::_get_git_repo",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/repo_validator.py::is_git_repository": {
+    "id": "codewiki/cli/utils/repo_validator.py::is_git_repository",
+    "name": "is_git_repository",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
+    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "depends_on": [
+      "codewiki/cli/utils/repo_validator.py::_get_git_repo"
+    ],
+    "source_code": "def is_git_repository(repo_path: Path) -> bool:\n    \"\"\"\n    Check if path is inside a git repository.\n    \n    Searches parent directories if .git is not directly at repo_path,\n    supporting monorepo subdirectories.\n    \n    Args:\n        repo_path: Path to check\n        \n    Returns:\n        True if inside a git repository, False otherwise\n    \"\"\"\n    return _get_git_repo(repo_path) is not None",
+    "start_line": 136,
+    "end_line": 149,
+    "has_docstring": true,
+    "docstring": "Check if path is inside a git repository.\n\nSearches parent directories if .git is not directly at repo_path,\nsupporting monorepo subdirectories.\n\nArgs:\n    repo_path: Path to check\n    \nReturns:\n    True if inside a git repository, False otherwise",
+    "parameters": [
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_git_repository",
+    "component_id": "codewiki/cli/utils/repo_validator.py::is_git_repository",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/repo_validator.py::get_git_commit_hash": {
+    "id": "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
+    "name": "get_git_commit_hash",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
+    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "depends_on": [
+      "codewiki/cli/utils/repo_validator.py::_get_git_repo"
+    ],
+    "source_code": "def get_git_commit_hash(repo_path: Path) -> str:\n    \"\"\"\n    Get current git commit hash.\n    \n    Searches parent directories to support monorepo subdirectories.\n    \n    Args:\n        repo_path: Path inside a git repository\n        \n    Returns:\n        Commit hash or empty string if not in a git repo\n    \"\"\"\n    repo = _get_git_repo(repo_path)\n    if repo is None:\n        return \"\"\n    \n    try:\n        return repo.head.commit.hexsha\n    except Exception:\n        return \"\"",
+    "start_line": 152,
+    "end_line": 171,
+    "has_docstring": true,
+    "docstring": "Get current git commit hash.\n\nSearches parent directories to support monorepo subdirectories.\n\nArgs:\n    repo_path: Path inside a git repository\n    \nReturns:\n    Commit hash or empty string if not in a git repo",
+    "parameters": [
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_git_commit_hash",
+    "component_id": "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/repo_validator.py::get_git_branch": {
+    "id": "codewiki/cli/utils/repo_validator.py::get_git_branch",
+    "name": "get_git_branch",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
+    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "depends_on": [
+      "codewiki/cli/utils/repo_validator.py::_get_git_repo"
+    ],
+    "source_code": "def get_git_branch(repo_path: Path) -> str:\n    \"\"\"\n    Get current git branch name.\n    \n    Searches parent directories to support monorepo subdirectories.\n    \n    Args:\n        repo_path: Path inside a git repository\n        \n    Returns:\n        Branch name or empty string if not in a git repo\n    \"\"\"\n    repo = _get_git_repo(repo_path)\n    if repo is None:\n        return \"\"\n    \n    try:\n        return repo.active_branch.name\n    except Exception:\n        return \"\"",
+    "start_line": 174,
+    "end_line": 193,
+    "has_docstring": true,
+    "docstring": "Get current git branch name.\n\nSearches parent directories to support monorepo subdirectories.\n\nArgs:\n    repo_path: Path inside a git repository\n    \nReturns:\n    Branch name or empty string if not in a git repo",
+    "parameters": [
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_git_branch",
+    "component_id": "codewiki/cli/utils/repo_validator.py::get_git_branch",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/repo_validator.py::count_code_files": {
+    "id": "codewiki/cli/utils/repo_validator.py::count_code_files",
+    "name": "count_code_files",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
+    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "depends_on": [],
+    "source_code": "def count_code_files(repo_path: Path) -> int:\n    \"\"\"\n    Count supported code files in repository.\n    \n    Args:\n        repo_path: Repository path\n        \n    Returns:\n        Number of code files\n    \"\"\"\n    count = 0\n    for ext in SUPPORTED_EXTENSIONS:\n        count += len(list(repo_path.rglob(f\"*{ext}\")))\n    return count",
+    "start_line": 196,
+    "end_line": 209,
+    "has_docstring": true,
+    "docstring": "Count supported code files in repository.\n\nArgs:\n    repo_path: Repository path\n    \nReturns:\n    Number of code files",
+    "parameters": [
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function count_code_files",
+    "component_id": "codewiki/cli/utils/repo_validator.py::count_code_files",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::validate_url": {
+    "id": "codewiki/cli/utils/validation.py::validate_url",
+    "name": "validate_url",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::ConfigurationError"
+    ],
+    "source_code": "def validate_url(url: str, require_https: bool = False, allow_localhost: bool = True) -> str:\n    \"\"\"\n    Validate URL format.\n    \n    Args:\n        url: URL to validate\n        require_https: Require HTTPS scheme (except localhost)\n        allow_localhost: Allow localhost URLs\n        \n    Returns:\n        Validated URL\n        \n    Raises:\n        ConfigurationError: If URL is invalid\n    \"\"\"\n    try:\n        parsed = urlparse(url)\n        \n        # Check scheme\n        if not parsed.scheme:\n            raise ConfigurationError(f\"Invalid URL (missing scheme): {url}\")\n        \n        # Check HTTPS requirement\n        if require_https and parsed.scheme != 'https':\n            # Allow HTTP for localhost\n            if allow_localhost and parsed.hostname in ['localhost', '127.0.0.1', '::1']:\n                pass\n            else:\n                raise ConfigurationError(\n                    f\"URL must use HTTPS: {url}\\n\"\n                    f\"HTTP is only allowed for localhost\"\n                )\n        \n        # Check hostname\n        if not parsed.hostname:\n            raise ConfigurationError(f\"Invalid URL (missing hostname): {url}\")\n        \n        return url\n    except ValueError as e:\n        raise ConfigurationError(f\"Invalid URL format: {url}\\nError: {e}\")",
+    "start_line": 13,
+    "end_line": 52,
+    "has_docstring": true,
+    "docstring": "Validate URL format.\n\nArgs:\n    url: URL to validate\n    require_https: Require HTTPS scheme (except localhost)\n    allow_localhost: Allow localhost URLs\n    \nReturns:\n    Validated URL\n    \nRaises:\n    ConfigurationError: If URL is invalid",
+    "parameters": [
+      "url",
+      "require_https",
+      "allow_localhost"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function validate_url",
+    "component_id": "codewiki/cli/utils/validation.py::validate_url",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::validate_api_key": {
+    "id": "codewiki/cli/utils/validation.py::validate_api_key",
+    "name": "validate_api_key",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::ConfigurationError"
+    ],
+    "source_code": "def validate_api_key(api_key: str, min_length: int = 10) -> str:\n    \"\"\"\n    Validate API key format.\n    \n    Args:\n        api_key: API key to validate\n        min_length: Minimum key length\n        \n    Returns:\n        Validated API key\n        \n    Raises:\n        ConfigurationError: If API key is invalid\n    \"\"\"\n    if not api_key or not api_key.strip():\n        raise ConfigurationError(\"API key cannot be empty\")\n    \n    api_key = api_key.strip()\n    \n    if len(api_key) < min_length:\n        raise ConfigurationError(\n            f\"API key too short (minimum {min_length} characters)\"\n        )\n    \n    return api_key",
+    "start_line": 55,
+    "end_line": 79,
+    "has_docstring": true,
+    "docstring": "Validate API key format.\n\nArgs:\n    api_key: API key to validate\n    min_length: Minimum key length\n    \nReturns:\n    Validated API key\n    \nRaises:\n    ConfigurationError: If API key is invalid",
+    "parameters": [
+      "api_key",
+      "min_length"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function validate_api_key",
+    "component_id": "codewiki/cli/utils/validation.py::validate_api_key",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::validate_model_name": {
+    "id": "codewiki/cli/utils/validation.py::validate_model_name",
+    "name": "validate_model_name",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::ConfigurationError"
+    ],
+    "source_code": "def validate_model_name(model: str) -> str:\n    \"\"\"\n    Validate model name format.\n    \n    Args:\n        model: Model name to validate\n        \n    Returns:\n        Validated model name\n        \n    Raises:\n        ConfigurationError: If model name is invalid\n    \"\"\"\n    if not model or not model.strip():\n        raise ConfigurationError(\"Model name cannot be empty\")\n    \n    return model.strip()",
+    "start_line": 82,
+    "end_line": 98,
+    "has_docstring": true,
+    "docstring": "Validate model name format.\n\nArgs:\n    model: Model name to validate\n    \nReturns:\n    Validated model name\n    \nRaises:\n    ConfigurationError: If model name is invalid",
+    "parameters": [
+      "model"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function validate_model_name",
+    "component_id": "codewiki/cli/utils/validation.py::validate_model_name",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::validate_output_directory": {
+    "id": "codewiki/cli/utils/validation.py::validate_output_directory",
+    "name": "validate_output_directory",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::ConfigurationError"
+    ],
+    "source_code": "def validate_output_directory(path: str) -> Path:\n    \"\"\"\n    Validate output directory path.\n    \n    Args:\n        path: Directory path to validate\n        \n    Returns:\n        Validated Path object\n        \n    Raises:\n        ConfigurationError: If path is invalid\n    \"\"\"\n    if not path or not path.strip():\n        raise ConfigurationError(\"Output directory cannot be empty\")\n    \n    try:\n        resolved_path = Path(path).expanduser().resolve()\n        \n        # Check if path is writable (or parent is writable if path doesn't exist)\n        if resolved_path.exists():\n            if not resolved_path.is_dir():\n                raise ConfigurationError(\n                    f\"Output path exists but is not a directory: {path}\"\n                )\n        \n        return resolved_path\n    except Exception as e:\n        raise ConfigurationError(f\"Invalid output directory path: {path}\\nError: {e}\")",
+    "start_line": 101,
+    "end_line": 129,
+    "has_docstring": true,
+    "docstring": "Validate output directory path.\n\nArgs:\n    path: Directory path to validate\n    \nReturns:\n    Validated Path object\n    \nRaises:\n    ConfigurationError: If path is invalid",
+    "parameters": [
+      "path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function validate_output_directory",
+    "component_id": "codewiki/cli/utils/validation.py::validate_output_directory",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::validate_repository_path": {
+    "id": "codewiki/cli/utils/validation.py::validate_repository_path",
+    "name": "validate_repository_path",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::RepositoryError"
+    ],
+    "source_code": "def validate_repository_path(path: Path) -> Path:\n    \"\"\"\n    Validate repository path exists and contains code files.\n    \n    Args:\n        path: Repository path to validate\n        \n    Returns:\n        Validated Path object\n        \n    Raises:\n        RepositoryError: If repository is invalid\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if not path.exists():\n        raise RepositoryError(f\"Repository path does not exist: {path}\")\n    \n    if not path.is_dir():\n        raise RepositoryError(f\"Repository path is not a directory: {path}\")\n    \n    return path",
+    "start_line": 132,
+    "end_line": 153,
+    "has_docstring": true,
+    "docstring": "Validate repository path exists and contains code files.\n\nArgs:\n    path: Repository path to validate\n    \nReturns:\n    Validated Path object\n    \nRaises:\n    RepositoryError: If repository is invalid",
+    "parameters": [
+      "path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function validate_repository_path",
+    "component_id": "codewiki/cli/utils/validation.py::validate_repository_path",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::detect_supported_languages": {
+    "id": "codewiki/cli/utils/validation.py::detect_supported_languages",
+    "name": "detect_supported_languages",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [],
+    "source_code": "def detect_supported_languages(directory: Path) -> List[Tuple[str, int]]:\n    \"\"\"\n    Detect supported programming languages in a directory.\n    \n    Args:\n        directory: Directory to scan\n        \n    Returns:\n        List of (language, file_count) tuples\n    \"\"\"\n    language_extensions = {\n        'Python': ['.py'],\n        'Java': ['.java'],\n        'JavaScript': ['.js', '.jsx'],\n        'TypeScript': ['.ts', '.tsx'],\n        'C': ['.c', '.h'],\n        'C++': ['.cpp', '.hpp', '.cc', '.hh', '.cxx', '.hxx'],\n        'C#': ['.cs'],\n        'PHP': ['.php', '.phtml', '.inc'],\n        'Kotlin': ['.kt', '.kts'],\n    }\n    \n    # Directories to exclude from counting\n    excluded_dirs = {\n        'node_modules', '__pycache__', '.git', 'build', 'dist', \n        '.venv', 'venv', 'env', '.env', 'target', 'bin', 'obj',\n        '.pytest_cache', '.mypy_cache', '.tox', 'coverage',\n        'htmlcov', '.eggs', '*.egg-info', 'vendor', 'bower_components',\n        '.idea', '.vscode', '.gradle', '.mvn'\n    }\n    \n    def should_exclude_file(file_path: Path) -> bool:\n        \"\"\"Check if file is in an excluded directory.\"\"\"\n        parts = file_path.parts\n        return any(excluded_dir in parts for excluded_dir in excluded_dirs)\n    \n    language_counts = {}\n    \n    for language, extensions in language_extensions.items():\n        count = 0\n        for ext in extensions:\n            # Filter out files in excluded directories\n            count += sum(\n                1 for f in directory.rglob(f\"*{ext}\")\n                if f.is_file() and not should_exclude_file(f)\n            )\n        \n        if count > 0:\n            language_counts[language] = count\n    \n    # Sort by count descending\n    return sorted(language_counts.items(), key=lambda x: x[1], reverse=True)",
+    "start_line": 156,
+    "end_line": 207,
+    "has_docstring": true,
+    "docstring": "Detect supported programming languages in a directory.\n\nArgs:\n    directory: Directory to scan\n    \nReturns:\n    List of (language, file_count) tuples",
+    "parameters": [
+      "directory"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function detect_supported_languages",
+    "component_id": "codewiki/cli/utils/validation.py::detect_supported_languages",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::should_exclude_file": {
+    "id": "codewiki/cli/utils/validation.py::should_exclude_file",
+    "name": "should_exclude_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [],
+    "source_code": "    def should_exclude_file(file_path: Path) -> bool:\n        \"\"\"Check if file is in an excluded directory.\"\"\"\n        parts = file_path.parts\n        return any(excluded_dir in parts for excluded_dir in excluded_dirs)",
+    "start_line": 187,
+    "end_line": 190,
+    "has_docstring": true,
+    "docstring": "Check if file is in an excluded directory.",
+    "parameters": [
+      "file_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function should_exclude_file",
+    "component_id": "codewiki/cli/utils/validation.py::should_exclude_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::is_top_tier_model": {
+    "id": "codewiki/cli/utils/validation.py::is_top_tier_model",
+    "name": "is_top_tier_model",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [],
+    "source_code": "def is_top_tier_model(model: str) -> bool:\n    \"\"\"\n    Check if a model is considered top-tier for clustering.\n    \n    Args:\n        model: Model name\n        \n    Returns:\n        True if top-tier, False otherwise\n    \"\"\"\n    top_tier_models = [\n        'claude-opus',\n        'claude-sonnet',\n        'gpt-4',\n        'gpt-5',\n        'gemini-2.5',\n    ]\n    \n    model_lower = model.lower()\n    return any(tier in model_lower for tier in top_tier_models)",
+    "start_line": 210,
+    "end_line": 229,
+    "has_docstring": true,
+    "docstring": "Check if a model is considered top-tier for clustering.\n\nArgs:\n    model: Model name\n    \nReturns:\n    True if top-tier, False otherwise",
+    "parameters": [
+      "model"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_top_tier_model",
+    "component_id": "codewiki/cli/utils/validation.py::is_top_tier_model",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/cli/utils/validation.py::mask_api_key": {
+    "id": "codewiki/cli/utils/validation.py::mask_api_key",
+    "name": "mask_api_key",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
+    "relative_path": "codewiki/cli/utils/validation.py",
+    "depends_on": [],
+    "source_code": "def mask_api_key(api_key: str, visible_chars: int = 4) -> str:\n    \"\"\"\n    Mask API key for display, showing only first and last few characters.\n    \n    Args:\n        api_key: API key to mask\n        visible_chars: Number of visible characters at start and end\n        \n    Returns:\n        Masked API key (e.g., \"sk-1234...5678\")\n    \"\"\"\n    if not api_key:\n        return \"Not set\"\n    \n    if len(api_key) <= visible_chars * 2:\n        # Key too short, mask everything except edges\n        return f\"{api_key[:2]}...{api_key[-2:]}\"\n    \n    return f\"{api_key[:visible_chars]}...{api_key[-visible_chars:]}\"",
+    "start_line": 232,
+    "end_line": 250,
+    "has_docstring": true,
+    "docstring": "Mask API key for display, showing only first and last few characters.\n\nArgs:\n    api_key: API key to mask\n    visible_chars: Number of visible characters at start and end\n    \nReturns:\n    Masked API key (e.g., \"sk-1234...5678\")",
+    "parameters": [
+      "api_key",
+      "visible_chars"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function mask_api_key",
+    "component_id": "codewiki/cli/utils/validation.py::mask_api_key",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::_fine_grained_tools": {
+    "id": "codewiki/mcp/server.py::_fine_grained_tools",
+    "name": "_fine_grained_tools",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [],
+    "source_code": "def _fine_grained_tools() -> list[Tool]:\n    \"\"\"Return the zero-config, IDE-driven tool set.\"\"\"\n    return [\n        Tool(\n            name=\"analyze_repo\",\n            description=(\n                \"Analyze a code repository's structure, dependencies, and components \"\n                \"using Tree-sitter AST parsing. Returns a component index and leaf nodes. \"\n                \"No LLM required. This is the entry point for the wiki generation pipeline. \"\n                \"After calling this, use get_prompt('cluster') to learn clustering rules, \"\n                \"then save_module_tree to persist your grouping.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to analyze\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: <repo>/docs)\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include (e.g., '*.py,*.js')\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude (e.g., '*test*,*spec*')\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"read_code_components\",\n            description=(\n                \"Read the source code for a list of component IDs. \"\n                \"Component IDs have the form 'file_path::ComponentName'. \"\n                \"Returns the source code with language-aware code fences.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"component_ids\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"string\"},\n                        \"description\": \"List of component IDs to read\",\n                    },\n                },\n                \"required\": [\"session_id\", \"component_ids\"],\n            },\n        ),\n        Tool(\n            name=\"view_repo_file\",\n            description=(\n                \"Read-only view of a file or directory inside the analyzed repository. \"\n                \"Use this to explore code that isn't in the component index.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Relative path within the repository\",\n                    },\n                    \"view_range\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"integer\"},\n                        \"description\": \"Optional [start_line, end_line] (1-indexed, -1 for end)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"path\"],\n            },\n        ),\n        Tool(\n            name=\"write_doc_file\",\n            description=(\n                \"Create a new markdown documentation file in the output directory. \"\n                \"Automatically validates Mermaid diagrams after writing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename for the doc (e.g., 'auth_module.md')\",\n                    },\n                    \"content\": {\n                        \"type\": \"string\",\n                        \"description\": \"Markdown content to write\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"content\"],\n            },\n        ),\n        Tool(\n            name=\"edit_doc_file\",\n            description=(\n                \"Edit an existing documentation file. Supports str_replace (find-and-replace), \"\n                \"insert (add text at a line), and undo (revert last edit). \"\n                \"Automatically validates Mermaid diagrams after editing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename of the doc to edit\",\n                    },\n                    \"command\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"str_replace\", \"insert\", \"undo\"],\n                        \"description\": \"Edit command to run\",\n                    },\n                    \"old_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"String to find (required for str_replace)\",\n                    },\n                    \"new_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"Replacement string (for str_replace/insert)\",\n                    },\n                    \"insert_line\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Line number for insert (0-indexed)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"command\"],\n            },\n        ),\n        Tool(\n            name=\"save_module_tree\",\n            description=(\n                \"Save the IDE agent's module clustering result. \"\n                \"Accepts a JSON module tree and persists it to disk. \"\n                \"Returns the recommended leaf-first processing order.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"module_tree\": {\n                        \"type\": \"object\",\n                        \"description\": (\n                            \"Module tree dict. Each key is a module name with value \"\n                            \"{'components': [component_ids], 'children': {nested modules}}\"\n                        ),\n                    },\n                },\n                \"required\": [\"session_id\", \"module_tree\"],\n            },\n        ),\n        Tool(\n            name=\"get_processing_order\",\n            description=(\n                \"Get the leaf-first processing order for documentation generation. \"\n                \"Process leaf modules (is_leaf=true) before parent modules.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n        Tool(\n            name=\"get_prompt\",\n            description=(\n                \"Retrieve CodeWiki's prompt templates for each pipeline stage. \"\n                \"Available types: cluster, system_complex, system_leaf, user, \"\n                \"overview_module, overview_repo. Optionally pass variables to \"\n                \"fill in template placeholders.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"prompt_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\n                            \"cluster\",\n                            \"system_complex\",\n                            \"system_leaf\",\n                            \"user\",\n                            \"overview_module\",\n                            \"overview_repo\",\n                        ],\n                        \"description\": \"Which prompt template to retrieve\",\n                    },\n                    \"variables\": {\n                        \"type\": \"object\",\n                        \"description\": \"Optional template variables to fill in\",\n                    },\n                },\n                \"required\": [\"prompt_type\"],\n            },\n        ),\n        Tool(\n            name=\"close_session\",\n            description=\"Close and clean up an analysis session to free memory.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID to close\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n    ]",
+    "start_line": 65,
+    "end_line": 300,
+    "has_docstring": true,
+    "docstring": "Return the zero-config, IDE-driven tool set.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _fine_grained_tools",
+    "component_id": "codewiki/mcp/server.py::_fine_grained_tools",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::_legacy_tools": {
+    "id": "codewiki/mcp/server.py::_legacy_tools",
+    "name": "_legacy_tools",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [],
+    "source_code": "def _legacy_tools() -> list[Tool]:\n    \"\"\"Return the legacy tools that require CodeWiki LLM configuration.\"\"\"\n    return [\n        Tool(\n            name=\"generate_docs\",\n            description=(\n                \"[LEGACY — requires 'codewiki config set' first] \"\n                \"Generate full documentation for a repository in one shot. \"\n                \"For IDE-driven generation, use the fine-grained tools instead.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to document\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: ./docs)\",\n                        \"default\": \"docs\",\n                    },\n                    \"doc_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"api\", \"architecture\", \"user-guide\", \"developer\"],\n                        \"description\": \"Type of documentation to generate\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"get_module_tree\",\n            description=\"Get the existing module clustering tree for a repository.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Directory containing generated docs (default: ./docs)\",\n                        \"default\": \"docs\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n    ]",
+    "start_line": 303,
+    "end_line": 361,
+    "has_docstring": true,
+    "docstring": "Return the legacy tools that require CodeWiki LLM configuration.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _legacy_tools",
+    "component_id": "codewiki/mcp/server.py::_legacy_tools",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::list_tools": {
+    "id": "codewiki/mcp/server.py::list_tools",
+    "name": "list_tools",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [
+      "codewiki/mcp/server.py::_fine_grained_tools",
+      "codewiki/mcp/server.py::list_tools",
+      "codewiki/mcp/server.py::_legacy_tools"
+    ],
+    "source_code": "async def list_tools() -> list[Tool]:\n    \"\"\"List all available CodeWiki MCP tools.\"\"\"\n    return _fine_grained_tools() + _legacy_tools()",
+    "start_line": 369,
+    "end_line": 371,
+    "has_docstring": true,
+    "docstring": "List all available CodeWiki MCP tools.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function list_tools",
+    "component_id": "codewiki/mcp/server.py::list_tools",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::call_tool": {
+    "id": "codewiki/mcp/server.py::call_tool",
+    "name": "call_tool",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [
+      "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
+      "codewiki/mcp/server.py::_legacy_generate_docs",
+      "codewiki/mcp/server.py::call_tool",
+      "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
+      "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
+      "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
+      "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
+      "codewiki/mcp/server.py::_legacy_get_module_tree",
+      "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
+      "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
+      "codewiki/mcp/server.py::_text",
+      "codewiki/mcp/tools/module_tree.py::handle_get_processing_order"
+    ],
+    "source_code": "async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Route tool calls to the appropriate handler.\"\"\"\n    try:\n        # --- Fine-grained tools (no LLM config needed) ---\n        if name == \"analyze_repo\":\n            from codewiki.mcp.tools.analysis import handle_analyze_repo\n            return [_text(handle_analyze_repo(arguments, _store))]\n\n        elif name == \"read_code_components\":\n            from codewiki.mcp.tools.code_reader import handle_read_code_components\n            return [_text(handle_read_code_components(arguments, _store))]\n\n        elif name == \"view_repo_file\":\n            from codewiki.mcp.tools.code_reader import handle_view_repo_file\n            return [_text(handle_view_repo_file(arguments, _store))]\n\n        elif name == \"write_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_write_doc_file\n            result = await handle_write_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"edit_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_edit_doc_file\n            result = await handle_edit_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"save_module_tree\":\n            from codewiki.mcp.tools.module_tree import handle_save_module_tree\n            return [_text(handle_save_module_tree(arguments, _store))]\n\n        elif name == \"get_processing_order\":\n            from codewiki.mcp.tools.module_tree import handle_get_processing_order\n            return [_text(handle_get_processing_order(arguments, _store))]\n\n        elif name == \"get_prompt\":\n            from codewiki.mcp.tools.prompt_server import handle_get_prompt\n            return [_text(handle_get_prompt(arguments, _store))]\n\n        elif name == \"close_session\":\n            sid = arguments[\"session_id\"]\n            removed = _store.remove(sid)\n            return [_text(json.dumps({\n                \"status\": \"closed\" if removed else \"not_found\",\n                \"session_id\": sid,\n            }))]\n\n        # --- Legacy tools (require CodeWiki LLM config) ---\n        elif name == \"generate_docs\":\n            return await _legacy_generate_docs(arguments)\n\n        elif name == \"get_module_tree\":\n            return await _legacy_get_module_tree(arguments)\n\n        else:\n            return [_text(json.dumps({\"error\": f\"Unknown tool: {name}\"}))]\n\n    except Exception as e:\n        logger.error(\"Tool %s failed: %s\", name, e, exc_info=True)\n        return [_text(json.dumps({\"error\": str(e)}))]",
+    "start_line": 375,
+    "end_line": 433,
+    "has_docstring": true,
+    "docstring": "Route tool calls to the appropriate handler.",
+    "parameters": [
+      "name",
+      "arguments"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function call_tool",
+    "component_id": "codewiki/mcp/server.py::call_tool",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::_load_config": {
+    "id": "codewiki/mcp/server.py::_load_config",
+    "name": "_load_config",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [
+      "codewiki/cli/config_manager.py::ConfigManager"
+    ],
+    "source_code": "def _load_config():\n    \"\"\"Load CodeWiki configuration from ~/.codewiki/config.json + keyring.\"\"\"\n    from codewiki.cli.config_manager import ConfigManager\n    manager = ConfigManager()\n    if not manager.load():\n        raise RuntimeError(\n            \"CodeWiki not configured. Run 'codewiki config set' first.\"\n        )\n    return manager",
+    "start_line": 440,
+    "end_line": 448,
+    "has_docstring": true,
+    "docstring": "Load CodeWiki configuration from ~/.codewiki/config.json + keyring.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _load_config",
+    "component_id": "codewiki/mcp/server.py::_load_config",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::_legacy_generate_docs": {
+    "id": "codewiki/mcp/server.py::_legacy_generate_docs",
+    "name": "_legacy_generate_docs",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/mcp/server.py::_load_config",
+      "codewiki/src/config.py::set_cli_context",
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+      "codewiki/mcp/server.py::_text"
+    ],
+    "source_code": "async def _legacy_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy generate_docs — requires CodeWiki LLM configuration.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    if not repo_path.exists():\n        return [_text(json.dumps({\"error\": f\"Repository not found: {repo_path}\"}))]\n\n    manager = _load_config()\n    config = manager.get_config()\n    api_key = manager.get_api_key()\n\n    from codewiki.src.be.backend import is_caw_provider\n    caw_mode = bool(config) and is_caw_provider(getattr(config, \"provider\", \"\"))\n    if not api_key and not caw_mode:\n        return [_text(json.dumps({\"error\": \"API key not configured. Run 'codewiki config set --api-key <key>'\"}))]\n\n    agent_instructions = {}\n    if arguments.get(\"doc_type\"):\n        agent_instructions[\"doc_type\"] = arguments[\"doc_type\"]\n    if arguments.get(\"include_patterns\"):\n        agent_instructions[\"include_patterns\"] = [p.strip() for p in arguments[\"include_patterns\"].split(\",\")]\n    if arguments.get(\"exclude_patterns\"):\n        agent_instructions[\"exclude_patterns\"] = [p.strip() for p in arguments[\"exclude_patterns\"].split(\",\")]\n\n    from codewiki.src.config import Config as BackendConfig, set_cli_context\n    set_cli_context(True)\n\n    backend_config = BackendConfig.from_cli(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        llm_base_url=config.base_url,\n        llm_api_key=api_key,\n        main_model=config.main_model,\n        cluster_model=config.cluster_model,\n        fallback_model=config.fallback_model,\n        provider=getattr(config, \"provider\", \"openai-compatible\"),\n        aws_region=getattr(config, \"aws_region\", \"us-east-1\"),\n        max_tokens=config.max_tokens,\n        agent_instructions=agent_instructions or None,\n    )\n\n    from codewiki.src.be.documentation_generator import DocumentationGenerator\n    doc_gen = DocumentationGenerator(backend_config)\n    await doc_gen.run()\n\n    generated_files = []\n    for f in output_dir.iterdir():\n        if f.suffix in (\".md\", \".json\", \".html\"):\n            generated_files.append(f.name)\n\n    result = {\n        \"status\": \"success\",\n        \"output_dir\": str(output_dir),\n        \"files_generated\": sorted(generated_files),\n        \"file_count\": len(generated_files),\n    }\n    return [_text(json.dumps(result, indent=2))]",
+    "start_line": 451,
+    "end_line": 508,
+    "has_docstring": true,
+    "docstring": "Legacy generate_docs — requires CodeWiki LLM configuration.",
+    "parameters": [
+      "arguments"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _legacy_generate_docs",
+    "component_id": "codewiki/mcp/server.py::_legacy_generate_docs",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::_legacy_get_module_tree": {
+    "id": "codewiki/mcp/server.py::_legacy_get_module_tree",
+    "name": "_legacy_get_module_tree",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [
+      "codewiki/mcp/server.py::_text"
+    ],
+    "source_code": "async def _legacy_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy get_module_tree.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    module_tree_path = output_dir / \"module_tree.json\"\n    if not module_tree_path.exists():\n        return [_text(json.dumps({\n            \"error\": f\"Module tree not found at {module_tree_path}. Run 'codewiki generate' first.\"\n        }))]\n\n    module_tree = json.loads(module_tree_path.read_text())\n\n    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines\n\n    summary = \"\\n\".join(_summarize_tree(module_tree))\n    result = {\n        \"status\": \"success\",\n        \"module_tree_path\": str(module_tree_path),\n        \"total_modules\": len(module_tree),\n        \"tree_summary\": summary,\n    }\n    return [_text(json.dumps(result, indent=2))]",
+    "start_line": 511,
+    "end_line": 543,
+    "has_docstring": true,
+    "docstring": "Legacy get_module_tree.",
+    "parameters": [
+      "arguments"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _legacy_get_module_tree",
+    "component_id": "codewiki/mcp/server.py::_legacy_get_module_tree",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::_summarize_tree": {
+    "id": "codewiki/mcp/server.py::_summarize_tree",
+    "name": "_summarize_tree",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [
+      "codewiki/mcp/server.py::_summarize_tree"
+    ],
+    "source_code": "    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines",
+    "start_line": 524,
+    "end_line": 534,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "tree",
+      "depth"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _summarize_tree",
+    "component_id": "codewiki/mcp/server.py::_summarize_tree",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::_text": {
+    "id": "codewiki/mcp/server.py::_text",
+    "name": "_text",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [],
+    "source_code": "def _text(content: str) -> TextContent:\n    return TextContent(type=\"text\", text=content)",
+    "start_line": 550,
+    "end_line": 551,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "content"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _text",
+    "component_id": "codewiki/mcp/server.py::_text",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/server.py::main": {
+    "id": "codewiki/mcp/server.py::main",
+    "name": "main",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [],
+    "source_code": "async def main():\n    \"\"\"Run the MCP server with stdio transport.\"\"\"\n    async with stdio_server() as (read_stream, write_stream):\n        await server.run(\n            read_stream,\n            write_stream,\n            server.create_initialization_options(),\n        )",
+    "start_line": 558,
+    "end_line": 565,
+    "has_docstring": true,
+    "docstring": "Run the MCP server with stdio transport.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function main",
+    "component_id": "codewiki/mcp/server.py::main",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/session.py::SessionState": {
+    "id": "codewiki/mcp/session.py::SessionState",
+    "name": "SessionState",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/session.py",
+    "relative_path": "codewiki/mcp/session.py",
+    "depends_on": [],
+    "source_code": "class SessionState:\n    \"\"\"Mutable state shared across all MCP tool calls within a session.\"\"\"\n\n    session_id: str\n    repo_path: str\n    output_dir: str\n    components: Dict[str, Node]\n    leaf_nodes: List[str]\n    module_tree: Dict[str, Any] = field(default_factory=dict)\n    registry: Dict[str, Any] = field(default_factory=dict)\n    created_at: float = field(default_factory=time.time)\n    last_accessed: float = field(default_factory=time.time)\n\n    def touch(self) -> None:\n        \"\"\"Update the last-accessed timestamp.\"\"\"\n        self.last_accessed = time.time()\n\n    @property\n    def is_expired(self) -> bool:\n        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS",
+    "start_line": 25,
+    "end_line": 44,
+    "has_docstring": true,
+    "docstring": "Mutable state shared across all MCP tool calls within a session.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class SessionState",
+    "component_id": "codewiki/mcp/session.py::SessionState",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/session.py::SessionStore": {
+    "id": "codewiki/mcp/session.py::SessionStore",
+    "name": "SessionStore",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/session.py",
+    "relative_path": "codewiki/mcp/session.py",
+    "depends_on": [
+      "codewiki/mcp/session.py::SessionState"
+    ],
+    "source_code": "class SessionStore:\n    \"\"\"In-memory store for all active MCP sessions.\"\"\"\n\n    def __init__(self) -> None:\n        self._sessions: Dict[str, SessionState] = {}\n\n    def create(\n        self,\n        repo_path: str,\n        output_dir: str,\n        components: Dict[str, Node],\n        leaf_nodes: List[str],\n    ) -> SessionState:\n        \"\"\"Create a new session and return it.\"\"\"\n        session_id = uuid.uuid4().hex[:12]\n        state = SessionState(\n            session_id=session_id,\n            repo_path=repo_path,\n            output_dir=output_dir,\n            components=components,\n            leaf_nodes=leaf_nodes,\n        )\n        self._sessions[session_id] = state\n        self._purge_expired()\n        return state\n\n    def get(self, session_id: str) -> Optional[SessionState]:\n        \"\"\"Return the session or ``None`` if not found / expired.\"\"\"\n        state = self._sessions.get(session_id)\n        if state is None:\n            return None\n        if state.is_expired:\n            del self._sessions[session_id]\n            return None\n        state.touch()\n        return state\n\n    def remove(self, session_id: str) -> bool:\n        \"\"\"Remove a session.  Returns True if it existed.\"\"\"\n        return self._sessions.pop(session_id, None) is not None\n\n    def _purge_expired(self) -> None:\n        \"\"\"Remove all expired sessions.\"\"\"\n        expired = [sid for sid, s in self._sessions.items() if s.is_expired]\n        for sid in expired:\n            del self._sessions[sid]",
+    "start_line": 47,
+    "end_line": 92,
+    "has_docstring": true,
+    "docstring": "In-memory store for all active MCP sessions.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class SessionStore",
+    "component_id": "codewiki/mcp/session.py::SessionStore",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/analysis.py::_build_component_index": {
+    "id": "codewiki/mcp/tools/analysis.py::_build_component_index",
+    "name": "_build_component_index",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
+    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "depends_on": [],
+    "source_code": "def _build_component_index(components: Dict[str, Any], max_items: int = 500) -> Tuple[list, bool]:\n    \"\"\"Build a lightweight component index for the MCP response.\n\n    Returns (index_list, truncated) where *truncated* is True when the\n    index was capped at *max_items*.\n    \"\"\"\n    index: list[dict] = []\n    for comp_id, node in list(components.items())[:max_items]:\n        index.append({\n            \"id\": comp_id,\n            \"type\": getattr(node, \"component_type\", \"unknown\"),\n            \"file\": getattr(node, \"relative_path\", \"\"),\n            \"depends_on\": list(getattr(node, \"depends_on\", []))[:20],\n        })\n    return index, len(components) > max_items",
+    "start_line": 22,
+    "end_line": 36,
+    "has_docstring": true,
+    "docstring": "Build a lightweight component index for the MCP response.\n\nReturns (index_list, truncated) where *truncated* is True when the\nindex was capped at *max_items*.",
+    "parameters": [
+      "components",
+      "max_items"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _build_component_index",
+    "component_id": "codewiki/mcp/tools/analysis.py::_build_component_index",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/analysis.py::handle_analyze_repo": {
+    "id": "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
+    "name": "handle_analyze_repo",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
+    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+      "codewiki/src/config.py::Config",
+      "codewiki/mcp/tools/analysis.py::_build_component_index"
+    ],
+    "source_code": "def handle_analyze_repo(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Run the dependency analysis and return the session + component index.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    if not repo_path.exists():\n        return json.dumps({\"error\": f\"Repository not found: {repo_path}\"})\n\n    output_dir = Path(arguments.get(\"output_dir\", str(repo_path / \"docs\"))).expanduser().resolve()\n    output_dir.mkdir(parents=True, exist_ok=True)\n\n    # Build a minimal Config for the dependency analyzer (no LLM fields used)\n    from codewiki.src.config import Config\n    config = Config(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir / \"temp\"),\n        dependency_graph_dir=str(output_dir / \"temp\" / \"dependency_graphs\"),\n        docs_dir=str(output_dir),\n        max_depth=2,\n        llm_base_url=\"not-needed\",\n        llm_api_key=\"not-needed\",\n        main_model=\"unused\",\n        cluster_model=\"unused\",\n    )\n\n    # Apply optional include/exclude patterns\n    include = arguments.get(\"include_patterns\")\n    exclude = arguments.get(\"exclude_patterns\")\n    if include or exclude:\n        agent_instructions: Dict[str, Any] = {}\n        if include:\n            agent_instructions[\"include_patterns\"] = [p.strip() for p in include.split(\",\")]\n        if exclude:\n            agent_instructions[\"exclude_patterns\"] = [p.strip() for p in exclude.split(\",\")]\n        config.agent_instructions = agent_instructions\n\n    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder\n    builder = DependencyGraphBuilder(config)\n    components, leaf_nodes = builder.build_dependency_graph()\n\n    session = store.create(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        components=components,\n        leaf_nodes=leaf_nodes,\n    )\n\n    index, truncated = _build_component_index(components)\n\n    # Language stats\n    languages: Dict[str, int] = {}\n    for node in components.values():\n        lang = getattr(node, \"language\", \"unknown\")\n        languages[lang] = languages.get(lang, 0) + 1\n\n    result = {\n        \"session_id\": session.session_id,\n        \"repo_name\": repo_path.name,\n        \"repo_path\": str(repo_path),\n        \"output_dir\": str(output_dir),\n        \"languages\": languages,\n        \"total_components\": len(components),\n        \"total_leaf_nodes\": len(leaf_nodes),\n        \"leaf_nodes\": leaf_nodes[:100],\n        \"component_index\": index,\n        \"component_index_truncated\": truncated,\n        \"hint\": (\n            \"Use read_code_components(session_id, component_ids) to read source code. \"\n            \"Use save_module_tree(session_id, module_tree) after clustering. \"\n            \"Call get_prompt('cluster') for clustering rules.\"\n        ),\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 39,
+    "end_line": 112,
+    "has_docstring": true,
+    "docstring": "Run the dependency analysis and return the session + component index.",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_analyze_repo",
+    "component_id": "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/code_reader.py::_maybe_truncate": {
+    "id": "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
+    "name": "_maybe_truncate",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
+    "relative_path": "codewiki/mcp/tools/code_reader.py",
+    "depends_on": [],
+    "source_code": "def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:\n    if len(text) <= limit:\n        return text\n    return text[:limit] + \"\\n\\n<response clipped — use view_repo_file with view_range to read more>\"",
+    "start_line": 24,
+    "end_line": 27,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "text",
+      "limit"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _maybe_truncate",
+    "component_id": "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/code_reader.py::handle_read_code_components": {
+    "id": "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
+    "name": "handle_read_code_components",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
+    "relative_path": "codewiki/mcp/tools/code_reader.py",
+    "depends_on": [
+      "codewiki/mcp/tools/code_reader.py::_maybe_truncate"
+    ],
+    "source_code": "def handle_read_code_components(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return the source code for a list of component IDs.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    component_ids: List[str] = arguments[\"component_ids\"]\n    components = session.components\n\n    results = []\n    for cid in component_ids:\n        node = components.get(cid)\n        if node is None:\n            results.append(f\"# Component {cid} not found\\n\")\n        else:\n            lang = getattr(node, \"language\", \"\")\n            fence = lang if lang else \"\"\n            code = getattr(node, \"source_code\", \"\").strip()\n            results.append(f\"## {cid} ({getattr(node, 'component_type', '')})\\n```{fence}\\n{code}\\n```\\n\")\n\n    output = \"\\n\".join(results)\n    return _maybe_truncate(output)",
+    "start_line": 30,
+    "end_line": 55,
+    "has_docstring": true,
+    "docstring": "Return the source code for a list of component IDs.",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_read_code_components",
+    "component_id": "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/code_reader.py::handle_view_repo_file": {
+    "id": "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
+    "name": "handle_view_repo_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
+    "relative_path": "codewiki/mcp/tools/code_reader.py",
+    "depends_on": [
+      "codewiki/mcp/tools/code_reader.py::_maybe_truncate"
+    ],
+    "source_code": "def handle_view_repo_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Read-only view of a file or directory inside the repository.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    rel_path = arguments[\"path\"]\n    abs_path = Path(session.repo_path) / rel_path\n\n    if not abs_path.exists():\n        return json.dumps({\"error\": f\"Path not found: {rel_path}\"})\n\n    # Directory listing\n    if abs_path.is_dir():\n        out = subprocess.run(\n            rf\"find {abs_path} -maxdepth 2 -not -path '*/\\.*'\",\n            shell=True,\n            capture_output=True,\n        )\n        listing = out.stdout.decode(\"utf-8\", errors=\"replace\")\n        listing = listing.replace(str(abs_path), rel_path)\n        return f\"Directory listing for {rel_path}:\\n{listing}\"\n\n    # File view\n    try:\n        content = abs_path.read_text(encoding=\"utf-8\", errors=\"replace\")\n    except Exception as e:\n        return json.dumps({\"error\": f\"Cannot read file: {e}\"})\n\n    view_range = arguments.get(\"view_range\")\n    lines = content.split(\"\\n\")\n\n    if view_range:\n        if len(view_range) != 2:\n            return json.dumps({\"error\": \"view_range must be [start, end]\"})\n        start, end = view_range\n        start = max(1, min(start, len(lines)))\n        if end == -1:\n            end = len(lines)\n        end = max(start, min(end, len(lines)))\n        selected = lines[start - 1 : end]\n        numbered = \"\\n\".join(f\"{i + start:6}\\t{line}\" for i, line in enumerate(selected))\n        return f\"File: {rel_path} (lines {start}-{end})\\n{numbered}\"\n\n    numbered = \"\\n\".join(f\"{i + 1:6}\\t{line}\" for i, line in enumerate(lines))\n    return _maybe_truncate(f\"File: {rel_path} ({len(lines)} lines)\\n{numbered}\")",
+    "start_line": 58,
+    "end_line": 107,
+    "has_docstring": true,
+    "docstring": "Read-only view of a file or directory inside the repository.",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_view_repo_file",
+    "component_id": "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/doc_writer.py::_validate_mermaid": {
+    "id": "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+    "name": "_validate_mermaid",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
+    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "depends_on": [
+      "codewiki/src/be/utils.py::validate_mermaid_diagrams"
+    ],
+    "source_code": "async def _validate_mermaid(file_path: str, relative_path: str) -> str:\n    \"\"\"Run Mermaid validation and return the result string.\"\"\"\n    try:\n        from codewiki.src.be.utils import validate_mermaid_diagrams\n        return await validate_mermaid_diagrams(file_path, relative_path)\n    except Exception as e:\n        return f\"Mermaid validation skipped: {e}\"",
+    "start_line": 21,
+    "end_line": 27,
+    "has_docstring": true,
+    "docstring": "Run Mermaid validation and return the result string.",
+    "parameters": [
+      "file_path",
+      "relative_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _validate_mermaid",
+    "component_id": "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs": {
+    "id": "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+    "name": "_ensure_parent_dirs",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
+    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "depends_on": [],
+    "source_code": "def _ensure_parent_dirs(path: Path) -> None:\n    \"\"\"Create parent directories if they don't exist.\"\"\"\n    path.parent.mkdir(parents=True, exist_ok=True)",
+    "start_line": 30,
+    "end_line": 32,
+    "has_docstring": true,
+    "docstring": "Create parent directories if they don't exist.",
+    "parameters": [
+      "path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _ensure_parent_dirs",
+    "component_id": "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file": {
+    "id": "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
+    "name": "handle_write_doc_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
+    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "depends_on": [
+      "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid"
+    ],
+    "source_code": "async def handle_write_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Create a new documentation file in the output directory.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    if not filename.endswith(\".md\"):\n        filename += \".md\"\n    content = arguments[\"content\"]\n\n    doc_path = Path(session.output_dir) / filename\n    _ensure_parent_dirs(doc_path)\n\n    if doc_path.exists():\n        return json.dumps({\n            \"error\": f\"File already exists: {filename}. Use edit_doc_file to modify it.\"\n        })\n\n    doc_path.write_text(content, encoding=\"utf-8\")\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"created\",\n        \"path\": str(doc_path),\n        \"filename\": filename,\n        \"lines\": content.count(\"\\n\") + 1,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 35,
+    "end_line": 70,
+    "has_docstring": true,
+    "docstring": "Create a new documentation file in the output directory.",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_write_doc_file",
+    "component_id": "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file": {
+    "id": "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
+    "name": "handle_edit_doc_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
+    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "depends_on": [
+      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid"
+    ],
+    "source_code": "async def handle_edit_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Edit an existing documentation file (str_replace, insert, or undo).\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    if not filename.endswith(\".md\"):\n        filename += \".md\"\n\n    doc_path = Path(session.output_dir) / filename\n    command = arguments[\"command\"]\n\n    if command == \"undo\":\n        # Undo via registry history\n        history_key = str(doc_path)\n        history = session.registry.get(\"file_history\", \"{}\")\n        file_history = json.loads(history) if isinstance(history, str) else history\n        path_history = file_history.get(history_key, [])\n        if not path_history:\n            return json.dumps({\"error\": f\"No edit history found for {filename}.\"})\n        old_content = path_history.pop()\n        file_history[history_key] = path_history\n        session.registry[\"file_history\"] = json.dumps(file_history)\n        doc_path.write_text(old_content, encoding=\"utf-8\")\n        return json.dumps({\"status\": \"undone\", \"filename\": filename})\n\n    if not doc_path.exists():\n        return json.dumps({\"error\": f\"File not found: {filename}. Use write_doc_file to create it.\"})\n\n    # Save current content to history before editing\n    current_content = doc_path.read_text(encoding=\"utf-8\")\n    history_key = str(doc_path)\n    history = session.registry.get(\"file_history\", \"{}\")\n    file_history = json.loads(history) if isinstance(history, str) else history\n    file_history.setdefault(history_key, []).append(current_content)\n    session.registry[\"file_history\"] = json.dumps(file_history)\n\n    if command == \"str_replace\":\n        old_str = arguments.get(\"old_str\")\n        new_str = arguments.get(\"new_str\", \"\")\n        if old_str is None:\n            return json.dumps({\"error\": \"old_str is required for str_replace.\"})\n\n        occurrences = current_content.count(old_str)\n        if occurrences == 0:\n            return json.dumps({\"error\": f\"old_str not found in {filename}.\"})\n        if occurrences > 1:\n            return json.dumps({\"error\": f\"old_str appears {occurrences} times in {filename}. Make it unique.\"})\n\n        new_content = current_content.replace(old_str, new_str, 1)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        # Snippet around the edit\n        replacement_line = current_content.split(old_str)[0].count(\"\\n\")\n        lines = new_content.split(\"\\n\")\n        start = max(0, replacement_line - 4)\n        end = min(len(lines), replacement_line + new_str.count(\"\\n\") + 5)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    elif command == \"insert\":\n        insert_line = arguments.get(\"insert_line\", 0)\n        new_str = arguments.get(\"new_str\", \"\")\n        if not new_str:\n            return json.dumps({\"error\": \"new_str is required for insert.\"})\n\n        lines = current_content.split(\"\\n\")\n        insert_line = max(0, min(insert_line, len(lines)))\n        new_str_lines = new_str.split(\"\\n\")\n        lines = lines[:insert_line] + new_str_lines + lines[insert_line:]\n        new_content = \"\\n\".join(lines)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        start = max(0, insert_line - 4)\n        end = min(len(lines), insert_line + len(new_str_lines) + 4)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    else:\n        return json.dumps({\"error\": f\"Unknown command: {command}. Use str_replace, insert, or undo.\"})\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"edited\",\n        \"command\": command,\n        \"filename\": filename,\n        \"snippet\": snippet,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 73,
+    "end_line": 167,
+    "has_docstring": true,
+    "docstring": "Edit an existing documentation file (str_replace, insert, or undo).",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_edit_doc_file",
+    "component_id": "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/module_tree.py::_get_processing_order": {
+    "id": "codewiki/mcp/tools/module_tree.py::_get_processing_order",
+    "name": "_get_processing_order",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/module_tree.py",
+    "relative_path": "codewiki/mcp/tools/module_tree.py",
+    "depends_on": [],
+    "source_code": "def _get_processing_order(module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[Dict[str, Any]]:\n    \"\"\"Compute leaf-first processing order from a module tree.\n\n    Returns a list of dicts with module path, name, leaf status, and\n    component/children info.\n    \"\"\"\n    order: List[Dict[str, Any]] = []\n\n    def _collect(tree: Dict[str, Any], path: List[str]) -> None:\n        for module_name, module_info in tree.items():\n            current_path = path + [module_name]\n            children = module_info.get(\"children\", {})\n            has_children = isinstance(children, dict) and len(children) > 0\n\n            if has_children:\n                _collect(children, current_path)\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": False,\n                    \"children\": list(children.keys()),\n                    \"components\": module_info.get(\"components\", []),\n                })\n            else:\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": True,\n                    \"components\": module_info.get(\"components\", []),\n                })\n\n    _collect(module_tree, parent_path)\n    return order",
+    "start_line": 22,
+    "end_line": 54,
+    "has_docstring": true,
+    "docstring": "Compute leaf-first processing order from a module tree.\n\nReturns a list of dicts with module path, name, leaf status, and\ncomponent/children info.",
+    "parameters": [
+      "module_tree",
+      "parent_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _get_processing_order",
+    "component_id": "codewiki/mcp/tools/module_tree.py::_get_processing_order",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/module_tree.py::_collect": {
+    "id": "codewiki/mcp/tools/module_tree.py::_collect",
+    "name": "_collect",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/module_tree.py",
+    "relative_path": "codewiki/mcp/tools/module_tree.py",
+    "depends_on": [
+      "codewiki/mcp/tools/module_tree.py::_collect"
+    ],
+    "source_code": "    def _collect(tree: Dict[str, Any], path: List[str]) -> None:\n        for module_name, module_info in tree.items():\n            current_path = path + [module_name]\n            children = module_info.get(\"children\", {})\n            has_children = isinstance(children, dict) and len(children) > 0\n\n            if has_children:\n                _collect(children, current_path)\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": False,\n                    \"children\": list(children.keys()),\n                    \"components\": module_info.get(\"components\", []),\n                })\n            else:\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": True,\n                    \"components\": module_info.get(\"components\", []),\n                })",
+    "start_line": 30,
+    "end_line": 51,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "tree",
+      "path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _collect",
+    "component_id": "codewiki/mcp/tools/module_tree.py::_collect",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/module_tree.py::handle_save_module_tree": {
+    "id": "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
+    "name": "handle_save_module_tree",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/module_tree.py",
+    "relative_path": "codewiki/mcp/tools/module_tree.py",
+    "depends_on": [
+      "codewiki/mcp/tools/module_tree.py::_get_processing_order"
+    ],
+    "source_code": "def handle_save_module_tree(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Persist the IDE agent's clustering result as the module tree.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    module_tree = arguments[\"module_tree\"]\n    output_dir = session.output_dir\n\n    # Save both immutable snapshot and mutable working copy\n    first_path = os.path.join(output_dir, FIRST_MODULE_TREE_FILENAME)\n    working_path = os.path.join(output_dir, MODULE_TREE_FILENAME)\n\n    os.makedirs(output_dir, exist_ok=True)\n\n    with open(first_path, \"w\", encoding=\"utf-8\") as f:\n        json.dump(module_tree, f, indent=2, ensure_ascii=False)\n    with open(working_path, \"w\", encoding=\"utf-8\") as f:\n        json.dump(module_tree, f, indent=2, ensure_ascii=False)\n\n    # Cache in session\n    session.module_tree = module_tree\n\n    # Compute processing order\n    order = _get_processing_order(module_tree)\n\n    result = {\n        \"status\": \"saved\",\n        \"module_count\": len(module_tree),\n        \"processing_order\": order,\n        \"tree_path\": working_path,\n        \"first_tree_path\": first_path,\n        \"hint\": (\n            \"Use get_processing_order(session_id) to retrieve this order again. \"\n            \"Process leaf modules first (is_leaf=true), then parent modules. \"\n            \"For each leaf module: get_prompt('system_leaf') + read_code_components + write_doc_file. \"\n            \"For each parent module: get_prompt('overview_module') + write_doc_file.\"\n        ),\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 57,
+    "end_line": 100,
+    "has_docstring": true,
+    "docstring": "Persist the IDE agent's clustering result as the module tree.",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_save_module_tree",
+    "component_id": "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/module_tree.py::handle_get_processing_order": {
+    "id": "codewiki/mcp/tools/module_tree.py::handle_get_processing_order",
+    "name": "handle_get_processing_order",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/module_tree.py",
+    "relative_path": "codewiki/mcp/tools/module_tree.py",
+    "depends_on": [
+      "codewiki/mcp/tools/module_tree.py::_get_processing_order"
+    ],
+    "source_code": "def handle_get_processing_order(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return the leaf-first processing order for the saved module tree.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    # Try session cache first, then disk\n    module_tree = session.module_tree\n    if not module_tree:\n        tree_path = os.path.join(session.output_dir, MODULE_TREE_FILENAME)\n        if os.path.exists(tree_path):\n            with open(tree_path, encoding=\"utf-8\") as f:\n                module_tree = json.load(f)\n            session.module_tree = module_tree\n        else:\n            return json.dumps({\n                \"error\": \"Module tree not found. Call save_module_tree first.\"\n            })\n\n    order = _get_processing_order(module_tree)\n\n    result = {\n        \"session_id\": session_id,\n        \"module_count\": len(module_tree),\n        \"order\": order,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 103,
+    "end_line": 133,
+    "has_docstring": true,
+    "docstring": "Return the leaf-first processing order for the saved module tree.",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_get_processing_order",
+    "component_id": "codewiki/mcp/tools/module_tree.py::handle_get_processing_order",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/prompt_server.py::handle_get_prompt": {
+    "id": "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
+    "name": "handle_get_prompt",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/prompt_server.py",
+    "relative_path": "codewiki/mcp/tools/prompt_server.py",
+    "depends_on": [
+      "codewiki/mcp/tools/prompt_server.py::_resolve_prompt"
+    ],
+    "source_code": "def handle_get_prompt(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return a prompt template, optionally with variables filled in.\"\"\"\n    prompt_type = arguments[\"prompt_type\"]\n    variables = arguments.get(\"variables\", {})\n\n    if prompt_type not in _PROMPT_CATALOG:\n        available = list(_PROMPT_CATALOG.keys())\n        return json.dumps({\n            \"error\": f\"Unknown prompt_type: {prompt_type}\",\n            \"available_types\": available,\n        })\n\n    catalog_entry = _PROMPT_CATALOG[prompt_type]\n\n    # Resolve the prompt content\n    content = _resolve_prompt(prompt_type, variables)\n\n    result = {\n        \"prompt_type\": prompt_type,\n        \"description\": catalog_entry[\"description\"],\n        \"usage_hint\": catalog_entry[\"usage_hint\"],\n        \"content\": content,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 85,
+    "end_line": 111,
+    "has_docstring": true,
+    "docstring": "Return a prompt template, optionally with variables filled in.",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_get_prompt",
+    "component_id": "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/prompt_server.py::_resolve_prompt": {
+    "id": "codewiki/mcp/tools/prompt_server.py::_resolve_prompt",
+    "name": "_resolve_prompt",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/prompt_server.py",
+    "relative_path": "codewiki/mcp/tools/prompt_server.py",
+    "depends_on": [
+      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+      "codewiki/src/be/prompt_template.py::format_cluster_prompt",
+      "codewiki/src/be/prompt_template.py::format_system_prompt"
+    ],
+    "source_code": "def _resolve_prompt(prompt_type: str, variables: Dict[str, Any]) -> str:\n    \"\"\"Resolve a prompt template with optional variable substitution.\"\"\"\n\n    if prompt_type == \"cluster\":\n        potential_core_components = variables.get(\"potential_core_components\", \"<POTENTIAL_CORE_COMPONENTS placeholder>\")\n        module_tree = variables.get(\"module_tree\", {})\n        module_name = variables.get(\"module_name\", None)\n        return format_cluster_prompt(\n            potential_core_components=potential_core_components,\n            module_tree=module_tree,\n            module_name=module_name,\n        )\n\n    elif prompt_type == \"system_complex\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        custom_instructions = variables.get(\"custom_instructions\", None)\n        return format_system_prompt(module_name, custom_instructions)\n\n    elif prompt_type == \"system_leaf\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        custom_instructions = variables.get(\"custom_instructions\", None)\n        return format_leaf_system_prompt(module_name, custom_instructions)\n\n    elif prompt_type == \"user\":\n        # If full variables are provided, use the full formatter\n        session_id = variables.get(\"session_id\")\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        core_component_ids = variables.get(\"core_component_ids\", [])\n        module_tree = variables.get(\"module_tree\", {})\n\n        if session_id and core_component_ids:\n            # Try to resolve from session\n            from codewiki.mcp.session import SessionStore\n            # We can't easily access the store here, so fall back to template\n            pass\n\n        # Return the template with placeholders filled as possible\n        return USER_PROMPT.format(\n            module_name=module_name,\n            module_tree=json.dumps(module_tree, indent=2) if module_tree else \"<MODULE_TREE placeholder>\",\n            formatted_core_component_codes=variables.get(\n                \"formatted_core_component_codes\",\n                \"<CORE_COMPONENT_CODES placeholder — use read_code_components to get source code>\"\n            ),\n        )\n\n    elif prompt_type == \"overview_module\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        repo_structure = variables.get(\"repo_structure\", \"<REPO_STRUCTURE placeholder>\")\n        return MODULE_OVERVIEW_PROMPT.format(\n            module_name=module_name,\n            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),\n        )\n\n    elif prompt_type == \"overview_repo\":\n        repo_name = variables.get(\"repo_name\", \"REPO_NAME\")\n        repo_structure = variables.get(\"repo_structure\", \"<REPO_STRUCTURE placeholder>\")\n        return REPO_OVERVIEW_PROMPT.format(\n            repo_name=repo_name,\n            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),\n        )\n\n    return f\"Unknown prompt type: {prompt_type}\"",
+    "start_line": 114,
+    "end_line": 176,
+    "has_docstring": true,
+    "docstring": "Resolve a prompt template with optional variable substitution.",
+    "parameters": [
+      "prompt_type",
+      "variables"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _resolve_prompt",
+    "component_id": "codewiki/mcp/tools/prompt_server.py::_resolve_prompt",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps": {
+    "id": "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+    "name": "CodeWikiDeps",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/deps.py",
+    "relative_path": "codewiki/src/be/agent_tools/deps.py",
+    "depends_on": [],
+    "source_code": "class CodeWikiDeps:\n    absolute_docs_path: str\n    absolute_repo_path: str\n    registry: dict\n    components: dict[str, Node]\n    path_to_current_module: list[str]\n    current_module_name: str\n    module_tree: dict[str, any]\n    max_depth: int\n    current_depth: int\n    config: Config  # LLM configuration\n    custom_instructions: str = None",
+    "start_line": 6,
+    "end_line": 17,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class CodeWikiDeps",
+    "component_id": "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation": {
+    "id": "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation",
+    "name": "generate_sub_module_documentation",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/generate_sub_module_documentations.py",
+    "relative_path": "codewiki/src/be/agent_tools/generate_sub_module_documentations.py",
+    "depends_on": [
+      "codewiki/src/be/llm_services.py::create_fallback_models",
+      "codewiki/src/be/utils.py::count_tokens",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/src/be/prompt_template.py::format_user_prompt",
+      "codewiki/src/be/utils.py::is_complex_module"
+    ],
+    "source_code": "async def generate_sub_module_documentation(\n    ctx: RunContext[CodeWikiDeps],\n    sub_module_specs: dict[str, list[str]]\n) -> str:\n    \"\"\"Delegate documentation generation of sub-modules to sub-agents. Each sub-module will be documented separately.\n\n    Args:\n        sub_module_specs: A dictionary mapping sub-module names to their core component IDs. \n            Example: {\"authentication\": [\"auth_handler.py::AuthHandler\", \"auth_middleware.py::verify_token\"], \"database\": [\"db_client.py::DBClient\", \"models.py::UserModel\"]}\n            Each key is a descriptive sub-module name, and the value is a list of component IDs from the current module's core components that belong to that sub-module.\n    \"\"\"\n\n    deps = ctx.deps\n    previous_module_name = deps.current_module_name\n    \n    # Create fallback models from config\n    fallback_models = create_fallback_models(deps.config)\n\n    # add the sub-module to the module tree\n    value = deps.module_tree\n    for key in deps.path_to_current_module:\n        value = value[key][\"children\"]\n    for sub_module_name, core_component_ids in sub_module_specs.items():\n        value[sub_module_name] = {\"components\": core_component_ids, \"children\": {}}\n    \n    for sub_module_name, core_component_ids in sub_module_specs.items():\n\n        # Create visual indentation for nested modules\n        indent = \"  \" * deps.current_depth\n        arrow = \"└─\" if deps.current_depth > 0 else \"→\"\n\n        logger.info(f\"{indent}{arrow} Generating documentation for sub-module: {sub_module_name}\")\n\n        num_tokens = count_tokens(format_potential_core_components(core_component_ids, ctx.deps.components)[-1])\n        \n        if is_complex_module(ctx.deps.components, core_component_ids) and ctx.deps.current_depth < ctx.deps.max_depth and num_tokens >= ctx.deps.config.max_token_per_leaf_module:\n            sub_agent = Agent(\n                model=fallback_models,\n                name=sub_module_name,\n                deps_type=CodeWikiDeps,\n                system_prompt=SYSTEM_PROMPT.format(module_name=sub_module_name, custom_instructions=ctx.deps.custom_instructions),\n                tools=[read_code_components_tool, str_replace_editor_tool, generate_sub_module_documentation_tool],\n            )\n        else:\n            sub_agent = Agent(\n                model=fallback_models,\n                name=sub_module_name,\n                deps_type=CodeWikiDeps,\n                system_prompt=LEAF_SYSTEM_PROMPT.format(module_name=sub_module_name, custom_instructions=ctx.deps.custom_instructions),\n                tools=[read_code_components_tool, str_replace_editor_tool],\n            )\n\n        deps.current_module_name = sub_module_name\n        deps.path_to_current_module.append(sub_module_name)\n        deps.current_depth += 1\n        # log the current module tree\n        # print(f\"Current module tree: {json.dumps(deps.module_tree, indent=4)}\")\n\n        result = await sub_agent.run(\n            format_user_prompt(\n                module_name=deps.current_module_name,\n                core_component_ids=core_component_ids,\n                components=ctx.deps.components,\n                module_tree=ctx.deps.module_tree,\n            ),\n            deps=ctx.deps\n        )\n\n        # remove the sub-module name from the path to current module and the module tree\n        deps.path_to_current_module.pop()\n        deps.current_depth -= 1\n\n    # restore the previous module name\n    deps.current_module_name = previous_module_name\n\n    return f\"Generate successfully. Documentations: {', '.join([key + '.md' for key in sub_module_specs.keys()])} are saved in the working directory.\"",
+    "start_line": 16,
+    "end_line": 91,
+    "has_docstring": true,
+    "docstring": "Delegate documentation generation of sub-modules to sub-agents. Each sub-module will be documented separately.\n\nArgs:\n    sub_module_specs: A dictionary mapping sub-module names to their core component IDs. \n        Example: {\"authentication\": [\"auth_handler.py::AuthHandler\", \"auth_middleware.py::verify_token\"], \"database\": [\"db_client.py::DBClient\", \"models.py::UserModel\"]}\n        Each key is a descriptive sub-module name, and the value is a list of component IDs from the current module's core components that belong to that sub-module.",
+    "parameters": [
+      "ctx",
+      "sub_module_specs"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function generate_sub_module_documentation",
+    "component_id": "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/read_code_components.py::read_code_components": {
+    "id": "codewiki/src/be/agent_tools/read_code_components.py::read_code_components",
+    "name": "read_code_components",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/read_code_components.py",
+    "relative_path": "codewiki/src/be/agent_tools/read_code_components.py",
+    "depends_on": [],
+    "source_code": "async def read_code_components(ctx: RunContext[CodeWikiDeps], component_ids: list[str]) -> str:\n    \"\"\"Read the code of a given component id\n\n    Args:\n        component_ids: The ids of the components to read, e.g. [\"sweagent/types.py::AgentRunResult\", \"auth/middleware.py::verify_token\"] where the part before :: is the file path and the part after :: is the component name\n    \"\"\"\n\n    results = []\n\n    for component_id in component_ids:\n        if component_id not in ctx.deps.components:\n            results.append(f\"# Component {component_id} not found\")\n        else:\n            results.append(f\"# Component {component_id}:\\n{ctx.deps.components[component_id].source_code.strip()}\\n\\n\")\n\n    return \"\\n\".join(results)",
+    "start_line": 5,
+    "end_line": 20,
+    "has_docstring": true,
+    "docstring": "Read the code of a given component id\n\nArgs:\n    component_ids: The ids of the components to read, e.g. [\"sweagent/types.py::AgentRunResult\", \"auth/middleware.py::verify_token\"] where the part before :: is the file path and the part after :: is the component name",
+    "parameters": [
+      "ctx",
+      "component_ids"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function read_code_components",
+    "component_id": "codewiki/src/be/agent_tools/read_code_components.py::read_code_components",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string",
+    "name": "_coerce_json_string",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [],
+    "source_code": "def _coerce_json_string(value):\n    \"\"\"Coerce a JSON encoded string to its parsed Python value before pydantic\n    strict validation runs. No op on already typed values.\n\n    Some local models routed through OpenAI compatible endpoints (LiteLLM,\n    vLLM, Ollama, etc.) emit list and int tool args as JSON encoded strings\n    (e.g. `\"[1, 50]\"` instead of `[1, 50]`) which strict pydantic validation\n    rejects. This validator parses them so the tool accepts both shapes.\n    Anthropic native API users are unaffected because they already emit\n    structured values.\n    \"\"\"\n    if isinstance(value, str):\n        try:\n            return json.loads(value)\n        except ValueError:\n            pass\n    return value",
+    "start_line": 29,
+    "end_line": 45,
+    "has_docstring": true,
+    "docstring": "Coerce a JSON encoded string to its parsed Python value before pydantic\nstrict validation runs. No op on already typed values.\n\nSome local models routed through OpenAI compatible endpoints (LiteLLM,\nvLLM, Ollama, etc.) emit list and int tool args as JSON encoded strings\n(e.g. `\"[1, 50]\"` instead of `[1, 50]`) which strict pydantic validation\nrejects. This validator parses them so the tool accepts both shapes.\nAnthropic native API users are unaffected because they already emit\nstructured values.",
+    "parameters": [
+      "value"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _coerce_json_string",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
+    "name": "maybe_truncate",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [],
+    "source_code": "def maybe_truncate(content: str, truncate_after: Optional[int] = MAX_RESPONSE_LEN):\n    \"\"\"Truncate content and append a notice if content exceeds the specified length.\"\"\"\n    return (\n        content\n        if not truncate_after or len(content) <= truncate_after\n        else content[:truncate_after] + TRUNCATED_MESSAGE\n    )",
+    "start_line": 87,
+    "end_line": 93,
+    "has_docstring": true,
+    "docstring": "Truncate content and append a notice if content exceeds the specified length.",
+    "parameters": [
+      "content",
+      "truncate_after"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function maybe_truncate",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error",
+    "name": "Flake8Error",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [],
+    "source_code": "class Flake8Error:\n    \"\"\"A class to represent a single flake8 error\"\"\"\n\n    def __init__(self, filename: str, line_number: int, col_number: int, problem: str):\n        self.filename = filename\n        self.line_number = line_number\n        self.col_number = col_number\n        self.problem = problem\n\n    @classmethod\n    def from_line(cls, line: str):\n        try:\n            prefix, _sep, problem = line.partition(\": \")\n            filename, line_number, col_number = prefix.split(\":\")\n        except (ValueError, IndexError) as e:\n            msg = f\"Invalid flake8 error line: {line}\"\n            raise ValueError(msg) from e\n        return cls(filename, int(line_number), int(col_number), problem)\n\n    def __eq__(self, other):\n        if not isinstance(other, Flake8Error):\n            return NotImplemented\n        return (\n            self.filename == other.filename\n            and self.line_number == other.line_number\n            and self.col_number == other.col_number\n            and self.problem == other.problem\n        )\n\n    def __repr__(self):\n        return f\"Flake8Error(filename={self.filename}, line_number={self.line_number}, col_number={self.col_number}, problem={self.problem})\"",
+    "start_line": 96,
+    "end_line": 126,
+    "has_docstring": true,
+    "docstring": "A class to represent a single flake8 error",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class Flake8Error",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors",
+    "name": "_update_previous_errors",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [
+      "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error"
+    ],
+    "source_code": "def _update_previous_errors(\n    previous_errors: List[Flake8Error], replacement_window: Tuple[int, int], replacement_n_lines: int\n) -> List[Flake8Error]:\n    \"\"\"Update the line numbers of the previous errors to what they would be after the edit window.\n    This is a helper function for `_filter_previous_errors`.\n\n    All previous errors that are inside of the edit window should not be ignored,\n    so they are removed from the previous errors list.\n\n    Args:\n        previous_errors: list of errors with old line numbers\n        replacement_window: the window of the edit/lines that will be replaced\n        replacement_n_lines: the number of lines that will be used to replace the text\n\n    Returns:\n        list of errors with updated line numbers\n    \"\"\"\n    updated = []\n    lines_added = replacement_n_lines - (replacement_window[1] - replacement_window[0] + 1)\n    for error in previous_errors:\n        if error.line_number < replacement_window[0]:\n            # no need to adjust the line number\n            updated.append(error)\n            continue\n        if replacement_window[0] <= error.line_number <= replacement_window[1]:\n            # The error is within the edit window, so let's not ignore it\n            # either way (we wouldn't know how to adjust the line number anyway)\n            continue\n        # We're out of the edit window, so we need to adjust the line number\n        updated.append(Flake8Error(error.filename, error.line_number + lines_added, error.col_number, error.problem))\n    return updated",
+    "start_line": 129,
+    "end_line": 159,
+    "has_docstring": true,
+    "docstring": "Update the line numbers of the previous errors to what they would be after the edit window.\nThis is a helper function for `_filter_previous_errors`.\n\nAll previous errors that are inside of the edit window should not be ignored,\nso they are removed from the previous errors list.\n\nArgs:\n    previous_errors: list of errors with old line numbers\n    replacement_window: the window of the edit/lines that will be replaced\n    replacement_n_lines: the number of lines that will be used to replace the text\n\nReturns:\n    list of errors with updated line numbers",
+    "parameters": [
+      "previous_errors",
+      "replacement_window",
+      "replacement_n_lines"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _update_previous_errors",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
+    "name": "format_flake8_output",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [
+      "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors"
+    ],
+    "source_code": "def format_flake8_output(\n    input_string: str,\n    show_line_numbers: bool = False,\n    *,\n    previous_errors_string: str = \"\",\n    replacement_window: Optional[Tuple[int, int]] = None,\n    replacement_n_lines: Optional[int] = None,\n) -> str:\n    \"\"\"Filter flake8 output for previous errors and print it for a given file.\n\n    Args:\n        input_string: The flake8 output as a string\n        show_line_numbers: Whether to show line numbers in the output\n        previous_errors_string: The previous errors as a string\n        replacement_window: The window of the edit (lines that will be replaced)\n        replacement_n_lines: The number of lines used to replace the text\n\n    Returns:\n        The filtered flake8 output as a string\n    \"\"\"\n    # print(f\"Replacement window: {replacement_window}\")\n    # print(\"Replacement n lines:\", replacement_n_lines)\n    # print(\"Previous errors string:\", previous_errors_string)\n    # print(\"Input string:\", input_string)\n    errors = [Flake8Error.from_line(line.strip()) for line in input_string.split(\"\\n\") if line.strip()]\n    # print(f\"New errors before filtering: {errors=}\")\n    lines = []\n    if previous_errors_string:\n        assert replacement_window is not None\n        assert replacement_n_lines is not None\n        previous_errors = [\n            Flake8Error.from_line(line.strip()) for line in previous_errors_string.split(\"\\n\") if line.strip()\n        ]\n        # print(f\"Previous errors before updating: {previous_errors=}\")\n        previous_errors = _update_previous_errors(previous_errors, replacement_window, replacement_n_lines)\n        # print(f\"Previous errors after updating: {previous_errors=}\")\n        errors = [error for error in errors if error not in previous_errors]\n        # Sometimes new errors appear above the replacement window that were 'shadowed' by the previous errors\n        # they still clearly aren't caused by the edit.\n        errors = [error for error in errors if error.line_number >= replacement_window[0]]\n        # print(f\"New errors after filtering: {errors=}\")\n    for error in errors:\n        if not show_line_numbers:\n            lines.append(f\"- {error.problem}\")\n        else:\n            lines.append(f\"- line {error.line_number} col {error.col_number}: {error.problem}\")\n    return \"\\n\".join(lines)",
+    "start_line": 162,
+    "end_line": 208,
+    "has_docstring": true,
+    "docstring": "Filter flake8 output for previous errors and print it for a given file.\n\nArgs:\n    input_string: The flake8 output as a string\n    show_line_numbers: Whether to show line numbers in the output\n    previous_errors_string: The previous errors as a string\n    replacement_window: The window of the edit (lines that will be replaced)\n    replacement_n_lines: The number of lines used to replace the text\n\nReturns:\n    The filtered flake8 output as a string",
+    "parameters": [
+      "input_string",
+      "show_line_numbers"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function format_flake8_output",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::flake8": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
+    "name": "flake8",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [],
+    "source_code": "def flake8(file_path: str) -> str:\n    \"\"\"Run flake8 on a given file and return the output as a string\"\"\"\n    if Path(file_path).suffix != \".py\":\n        return \"\"\n    cmd = \"flake8 --isolated --select=F821,F822,F831,E111,E112,E113,E999,E902 {file_path}\"\n    # don't use capture_output because it's not compatible with python3.6\n    out = subprocess.run(cmd.format(file_path=file_path), shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n    # Use errors=\"replace\" so non-UTF-8 bytes (e.g. GBK-encoded paths on Windows) don't crash decoding.\n    return out.stdout.decode(\"utf-8\", errors=\"replace\")",
+    "start_line": 211,
+    "end_line": 219,
+    "has_docstring": true,
+    "docstring": "Run flake8 on a given file and return the output as a string",
+    "parameters": [
+      "file_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function flake8",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
+    "name": "Filemap",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [],
+    "source_code": "class Filemap:\n    def show_filemap(self, file_contents: str, encoding: str = \"utf8\"):\n        import warnings\n        from tree_sitter_languages import get_language, get_parser\n\n        warnings.simplefilter(\"ignore\", category=FutureWarning)\n\n        parser = get_parser(\"python\")\n        language = get_language(\"python\")\n\n        tree = parser.parse(bytes(file_contents.encode(encoding, errors=\"replace\")))\n\n        # See https://tree-sitter.github.io/tree-sitter/using-parsers#pattern-matching-with-queries.\n        query = language.query(\"\"\"\n        (function_definition\n        body: (_) @body)\n        \"\"\")\n\n        # TODO: consider special casing docstrings such that they are not elided. This\n        # could be accomplished by checking whether `body.text.decode('utf8')` starts\n        # with `\"\"\"` or `'''`.\n        elide_line_ranges = [\n            (node.start_point[0], node.end_point[0])\n            for node, _ in query.captures(tree.root_node)\n            # Only elide if it's sufficiently long\n            if node.end_point[0] - node.start_point[0] >= 5\n        ]\n        # Note that tree-sitter line numbers are 0-indexed, but we display 1-indexed.\n        elide_lines = {line for start, end in elide_line_ranges for line in range(start, end + 1)}\n        elide_messages = [(start, f\"... eliding lines {start+1}-{end+1} ...\") for start, end in elide_line_ranges]\n        out = []\n        for i, line in sorted(\n            elide_messages + [(i, line) for i, line in enumerate(file_contents.splitlines()) if i not in elide_lines]\n        ):\n            out.append(f\"{i+1:6d} {line}\")\n        return \"\\n\".join(out)",
+    "start_line": 222,
+    "end_line": 257,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class Filemap",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
+    "name": "WindowExpander",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [],
+    "source_code": "class WindowExpander:\n    def __init__(self, suffix: str = \"\"):\n        \"\"\"Try to expand viewports to include whole functions, classes, etc. rather than\n        using fixed line windows.\n\n        Args:\n            suffix: Filename suffix\n        \"\"\"\n        self.suffix = suffix\n        if self.suffix:\n            assert self.suffix.startswith(\".\")\n\n    def _find_breakpoints(self, lines: List[str], current_line: int, direction=1, max_added_lines: int = 30) -> int:\n        \"\"\"Returns 1-based line number of breakpoint. This line is meant to still be included in the viewport.\n\n        Args:\n            lines: List of lines of the file\n            current_line: 1-based line number of the current viewport\n            direction: 1 for down, -1 for up\n            max_added_lines: Maximum number of lines to extend\n\n        Returns:\n            1-based line number of breakpoint. This line is meant to still be included in the viewport.\n        \"\"\"\n        assert 1 <= current_line <= len(lines)\n        assert 0 <= max_added_lines\n\n        # 1. Find line range that we want to search for breakpoints in\n\n        if direction == 1:\n            # down\n            if current_line == len(lines):\n                # already last line, can't extend down\n                return current_line\n            iter_lines = range(current_line, 1 + min(current_line + max_added_lines, len(lines)))\n        elif direction == -1:\n            # up\n            if current_line == 1:\n                # already first line, can't extend up\n                return current_line\n            iter_lines = range(current_line, -1 + max(current_line - max_added_lines, 1), -1)\n        else:\n            msg = f\"Invalid direction {direction}\"\n            raise ValueError(msg)\n\n        # 2. Find the best breakpoint in the line range\n\n        # Every condition gives a score, the best score is the best breakpoint\n        best_score = 0\n        best_breakpoint = current_line\n        for i_line in iter_lines:\n            next_line = None\n            line = lines[i_line - 1]\n            if i_line + direction in iter_lines:\n                next_line = lines[i_line + direction - 1]\n            score = 0\n            if line == \"\":\n                score = 1\n                if next_line == \"\":\n                    # Double new blank line:\n                    score = 2\n            if self.suffix == \".py\" and any(\n                re.match(regex, line) for regex in [r\"^\\s*def\\s+\", r\"^\\s*class\\s+\", r\"^\\s*@\"]\n            ):\n                # We include decorators here, because they are always on top of the function/class definition\n                score = 3\n            if score > best_score:\n                best_score = score\n                best_breakpoint = i_line\n                if direction == 1 and i_line != current_line:\n                    best_breakpoint -= 1\n            if i_line == 1 or i_line == len(lines):\n                score = 3\n                if score > best_score:\n                    best_score = score\n                    best_breakpoint = i_line\n            # print(f\"Score {score} for line {i_line} ({line})\")\n\n        # print(f\"Best score {best_score} for line {best_breakpoint} ({lines[best_breakpoint-1]})\")\n        if direction == 1 and best_breakpoint < current_line or direction == -1 and best_breakpoint > current_line:\n            # We don't want to shrink the view port, so we return the current line\n            return current_line\n\n        return best_breakpoint\n\n    def expand_window(self, lines: List[str], start: int, stop: int, max_added_lines: int) -> Tuple[int, int]:\n        \"\"\"\n\n        Args:\n            lines: All lines of the file\n            start: 1-based line number of the start of the viewport\n            stop: 1-based line number of the end of the viewport\n            max_added_lines: Maximum number of lines to extend (separately for each side)\n\n        Returns:\n            Tuple of 1-based line numbers of the start and end of the viewport.\n            Both inclusive.\n        \"\"\"\n        # print(\"Input:\", start, stop)\n        assert 1 <= start <= stop <= len(lines), (start, stop, len(lines))\n        if max_added_lines <= 0:\n            # Already at max range, no expansion\n            return start, stop\n        new_start = self._find_breakpoints(lines, start, direction=-1, max_added_lines=max_added_lines)\n        new_stop = self._find_breakpoints(lines, stop, direction=1, max_added_lines=max_added_lines)\n        # print(f\"Expanded window is {new_start} to {new_stop}\")\n        assert new_start <= new_stop, (new_start, new_stop)\n        assert new_start <= start, (new_start, start)\n        assert start - new_start <= max_added_lines, (start, new_start)\n        assert new_stop >= stop, (new_stop, stop)\n        assert new_stop - stop <= max_added_lines, (new_stop, stop)\n        return new_start, new_stop",
+    "start_line": 260,
+    "end_line": 371,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class WindowExpander",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
+    "name": "EditTool",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [
+      "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::flake8"
+    ],
+    "source_code": "class EditTool:\n    \"\"\"\n    An filesystem editor tool that allows the agent to view, create, and edit files.\n    The tool parameters are defined by Anthropic and are not editable.\n    \"\"\"\n\n    name = \"str_replace_editor\"\n\n    def __init__(self, REGISTRY, absolute_docs_path=None):\n        super().__init__()\n        self._encoding = None\n        self.REGISTRY = REGISTRY\n        self.logs = []\n        self.absolute_docs_path = Path(absolute_docs_path) if absolute_docs_path else None\n\n    def _get_display_path(self, path: Path) -> str:\n        \"\"\"Get path for display purposes - relative to absolute_docs_path if available\"\"\"\n        if self.absolute_docs_path and path.is_absolute():\n            try:\n                return str(path.relative_to(self.absolute_docs_path))\n            except ValueError:\n                # Path is not under absolute_docs_path, return as-is\n                return str(path)\n        return str(path)\n\n    @property\n    def _file_history(self):\n        return defaultdict(list, json.loads(self.REGISTRY.get(\"file_history\", \"{}\")))\n\n    @_file_history.setter\n    def _file_history(self, value: dict):\n        self.REGISTRY[\"file_history\"] = json.dumps(value)\n\n    def __call__(\n        self,\n        *,\n        command: Command,\n        path: str,\n        file_text: Optional[str] = None,\n        view_range: Optional[List[int]] = None,\n        old_str: Optional[str] = None,\n        new_str: Optional[str] = None,\n        insert_line: Optional[int] = None,\n        **kwargs,\n    ):\n        _path = Path(path)\n        if not self.validate_path(command, _path):\n            return\n        if command == \"view\":\n            return self.view(_path, view_range)\n        elif command == \"create\":\n            if file_text is None:\n                self.logs.append(\"Parameter `file_text` is required for command: create\")\n                return\n            self.create_file(_path, file_text)\n            return None\n        elif command == \"str_replace\":\n            if old_str is None:\n                self.logs.append(\"Parameter `old_str` is required for command: str_replace\")\n                return\n            return self.str_replace(_path, old_str, new_str)\n        elif command == \"insert\":\n            if insert_line is None:\n                self.logs.append(\"Parameter `insert_line` is required for command: insert\")\n                return\n            if new_str is None:\n                self.logs.append(\"Parameter `new_str` is required for command: insert\")\n                return\n            return self.insert(_path, insert_line, new_str)\n        elif command == \"undo_edit\":\n            return self.undo_edit(_path)\n        self.logs.append(\n            f'Unrecognized command {command}. The allowed commands for the {self.name} tool are: \"view\", \"create\", \"str_replace\", \"insert\", \"undo_edit\"'\n        )\n        return\n\n    def validate_path(self, command: str, path: Path):\n        \"\"\"\n        Check that the path/command combination is valid.\n        \"\"\"\n        # Check if its an absolute path\n        if not path.is_absolute():\n            suggested_path = Path.cwd() / path\n            self.logs.append(\n                f\"The path {self._get_display_path(path)} is not an absolute path, it should start with `/`. Maybe you meant {self._get_display_path(suggested_path)}?\"\n            )\n            return False\n        # Check if path exists\n        if not path.exists() and command != \"create\":\n            self.logs.append(f\"The path {self._get_display_path(path)} does not exist. Please provide a valid path.\")\n            return False\n        if path.exists() and command == \"create\":\n            self.logs.append(f\"File already exists at: {self._get_display_path(path)}. Cannot overwrite files using command `create`.\")\n            return False\n        # Check if the path points to a directory\n        if path.is_dir():\n            if command != \"view\":\n                self.logs.append(f\"The path {self._get_display_path(path)} is a directory and only the `view` command can be used on directories\")\n                return False\n        return True\n\n    def create_file(self, path: Path, file_text: str):\n        if not path.parent.exists():\n            self.logs.append(f\"The parent directory {self._get_display_path(path.parent)} does not exist. Please create it first.\")\n            return\n        self.write_file(path, file_text)\n        self._file_history[path].append(file_text)\n        self.logs.append(f\"File created successfully at: {self._get_display_path(path)}\")\n\n    def view(self, path: Path, view_range: Optional[List[int]] = None):\n        \"\"\"Implement the view command\"\"\"\n        if path.is_dir():\n            if view_range:\n                self.logs.append(\"The `view_range` parameter is not allowed when `path` points to a directory.\")\n                return\n\n            out = subprocess.run(\n                rf\"find {path} -maxdepth 2 -not -path '*/\\.*'\",\n                shell=True,\n                stdout=subprocess.PIPE,\n                stderr=subprocess.PIPE,\n            )\n            # Use errors=\"replace\" so non-UTF-8 bytes (e.g. GBK-encoded filenames on Windows) don't crash decoding.\n            stdout = out.stdout.decode(\"utf-8\", errors=\"replace\")\n            stderr = out.stderr.decode(\"utf-8\", errors=\"replace\")\n\n            if not stderr:\n                stdout = stdout.replace(str(path), self._get_display_path(path))\n                stdout = f\"Here's the files and directories up to 2 levels deep in {self._get_display_path(path)}, excluding hidden items:\\n{stdout}\\n\"\n                self.logs.append(stdout)\n            return\n\n        file_content = self.read_file(path)\n        if view_range:\n            if len(view_range) != 2 or not all(isinstance(i, int) for i in view_range):\n                self.logs.append(\"Invalid `view_range`. It should be a list of two integers.\")\n                return\n            file_lines = file_content.split(\"\\n\")\n            n_lines_file = len(file_lines)\n            init_line, final_line = view_range\n            if init_line < 1 or init_line > n_lines_file:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its first element `{init_line}` should be within the range of lines of the file: {[1, n_lines_file]}\"\n                )\n                return\n            if final_line > n_lines_file:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its second element `{final_line}` should be smaller than the number of lines in the file: `{n_lines_file}`\"\n                )\n                return\n            if final_line != -1 and final_line < init_line:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its second element `{final_line}` should be larger or equal than its first `{init_line}`\"\n                )\n                return\n\n            if final_line == -1:\n                final_line = n_lines_file\n\n            # Expand the viewport to include the whole function or class\n            init_line, final_line = WindowExpander(suffix=path.suffix).expand_window(\n                file_lines, init_line, final_line, max_added_lines=MAX_WINDOW_EXPANSION_VIEW\n            )\n\n            file_content = \"\\n\".join(file_lines[init_line - 1 : final_line])\n        else:\n            if path.suffix == \".py\" and len(file_content) > MAX_RESPONSE_LEN and USE_FILEMAP:\n                try:\n                    filemap = Filemap().show_filemap(file_content, encoding=self._encoding or \"utf-8\")\n                except Exception:\n                    # If we fail to show the filemap, just show the truncated file content\n                    pass\n                else:\n                    self.logs.append(\n                        \"<NOTE>This file is too large to display entirely. Showing abbreviated version. \"\n                        \"Please use `str_replace_editor view` with the `view_range` parameter to show selected lines next.</NOTE>\"\n                    )\n                    filemap = maybe_truncate(filemap.expandtabs())\n                    self.logs.append(filemap)\n                    self.logs.append(\n                        \"<IMPORTANT><NOTE>The above file has been abbreviated. Please use `str_replace editor view` with `view_range` to look at relevant files in detail.</NOTE></IMPORTANT>\"\n                    )\n                    return\n            # Else just show\n            init_line = 1\n\n        # init_line is 1-based\n        self.logs.append(self._make_output(file_content, self._get_display_path(path), init_line=init_line))\n\n    def str_replace(self, path: Path, old_str: str, new_str: Optional[str]):\n        \"\"\"Implement the str_replace command, which replaces old_str with new_str in the file content\"\"\"\n        # Read the file content\n        file_content = self.read_file(path).expandtabs()\n        old_str = old_str.expandtabs()\n        new_str = new_str.expandtabs() if new_str is not None else \"\"\n\n        # Check if old_str is unique in the file\n        occurrences = file_content.count(old_str)\n        if occurrences == 0:\n            self.logs.append(f\"No replacement was performed, old_str `{old_str}` did not appear verbatim in {self._get_display_path(path)}.\")\n            return\n        elif occurrences > 1:\n            file_content_lines = file_content.split(\"\\n\")\n            lines = [idx + 1 for idx, line in enumerate(file_content_lines) if old_str in line]\n            self.logs.append(\n                f\"No replacement was performed. Multiple occurrences of old_str `{old_str}` in lines {lines}. Please ensure it is unique\"\n            )\n            return\n\n        if new_str == old_str:\n            self.logs.append(f\"No replacement was performed, old_str `{old_str}` is the same as new_str `{new_str}`.\")\n            return\n\n        pre_edit_lint = \"\"\n        if USE_LINTER:\n            try:\n                pre_edit_lint = flake8(str(path))\n            except Exception as e:\n                self.logs.append(f\"Warning: Failed to run pre-edit linter on {path}: {e}\")\n\n        # Replace old_str with new_str\n        new_file_content = file_content.replace(old_str, new_str)\n\n        # Write the new content to the file\n        self.write_file(path, new_file_content)\n\n        post_edit_lint = \"\"\n        if USE_LINTER:\n            try:\n                post_edit_lint = flake8(str(path))\n            except Exception as e:\n                self.logs.append(f\"Warning: Failed to run post-edit linter on {path}: {e}\")\n\n        epilogue = \"\"\n        if post_edit_lint:\n            ...\n            replacement_window_start_line = file_content.split(old_str)[0].count(\"\\n\") + 1\n            replacement_lines = len(new_str.split(\"\\n\"))\n            replacement_window_end_line = replacement_window_start_line + replacement_lines - 1\n            replacement_window = (replacement_window_start_line, replacement_window_end_line)\n            errors = format_flake8_output(\n                post_edit_lint,\n                previous_errors_string=pre_edit_lint,\n                replacement_window=replacement_window,\n                replacement_n_lines=replacement_lines,\n            )\n            if errors.strip():\n                epilogue = LINT_WARNING_TEMPLATE.format(errors=errors)\n\n        # Save the content to history\n        self._file_history[path].append(file_content)\n\n        # Create a snippet of the edited section\n        replacement_line = file_content.split(old_str)[0].count(\"\\n\")\n        start_line = max(1, replacement_line - SNIPPET_LINES)\n        end_line = min(replacement_line + SNIPPET_LINES + new_str.count(\"\\n\"), len(new_file_content.splitlines()))\n        start_line, end_line = WindowExpander(suffix=path.suffix).expand_window(\n            new_file_content.split(\"\\n\"), start_line, end_line, max_added_lines=MAX_WINDOW_EXPANSION_EDIT_CONFIRM\n        )\n        snippet = \"\\n\".join(new_file_content.split(\"\\n\")[start_line - 1 : end_line])\n\n        # Prepare the success message\n        success_msg = f\"The file {self._get_display_path(path)} has been edited. \"\n        success_msg += self._make_output(snippet, f\"a snippet of {self._get_display_path(path)}\", start_line)\n        success_msg += \"Review the changes and make sure they are as expected. Edit the file again if necessary.\"\n        success_msg += epilogue\n\n        self.logs.append(success_msg)\n\n    def insert(self, path: Path, insert_line: int, new_str: str):\n        \"\"\"Implement the insert command, which inserts new_str at the specified line in the file content.\"\"\"\n        file_text = self.read_file(path).expandtabs()\n        new_str = new_str.expandtabs()\n        file_text_lines = file_text.split(\"\\n\")\n        n_lines_file = len(file_text_lines)\n\n        if insert_line < 0 or insert_line > n_lines_file:\n            self.logs.append(\n                f\"Invalid `insert_line` parameter: {insert_line}. It should be within the range of lines of the file: {[0, n_lines_file]}\"\n            )\n            return\n\n        new_str_lines = new_str.split(\"\\n\")\n        new_file_text_lines = file_text_lines[:insert_line] + new_str_lines + file_text_lines[insert_line:]\n        snippet_lines = (\n            file_text_lines[max(0, insert_line - SNIPPET_LINES) : insert_line]\n            + new_str_lines\n            + file_text_lines[insert_line : insert_line + SNIPPET_LINES]\n        )\n\n        new_file_text = \"\\n\".join(new_file_text_lines)\n        snippet = \"\\n\".join(snippet_lines)\n\n        self.write_file(path, new_file_text)\n        self._file_history[path].append(file_text)\n\n        # todo: Also expand these windows\n\n        success_msg = f\"The file {self._get_display_path(path)} has been edited. \"\n        success_msg += self._make_output(\n            snippet,\n            \"a snippet of the edited file\",\n            max(1, insert_line - SNIPPET_LINES + 1),\n        )\n        success_msg += \"Review the changes and make sure they are as expected (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\"\n        self.logs.append(success_msg)\n\n    def undo_edit(self, path: Path):\n        \"\"\"Implement the undo_edit command.\"\"\"\n        if not self._file_history[path]:\n            self.logs.append(f\"No edit history found for {self._get_display_path(path)}.\")\n            return\n\n        old_text = self._file_history[path].pop()\n        self.write_file(path, old_text)\n\n        self.logs.append(f\"Last edit to {self._get_display_path(path)} undone successfully. {self._make_output(old_text, self._get_display_path(path))}\")\n\n    def read_file(self, path: Path):\n        \"\"\"Read the content of a file from a given path; raise a ToolError if an error occurs.\"\"\"\n        encodings = [\n            (None, None),\n            (\"utf-8\", None),\n            (\"latin-1\", None),\n            (\"utf-8\", \"replace\"),\n        ]\n        exception = None\n        for self._encoding, errors in encodings:\n            try:\n                text = path.read_text(encoding=self._encoding, errors=errors)\n            except UnicodeDecodeError as e:\n                exception = e\n            else:\n                break\n        else:\n            self.logs.append(f\"Ran into UnicodeDecodeError {exception} while trying to read {self._get_display_path(path)}\")\n            return\n        return text\n\n    def write_file(self, path: Path, file: str):\n        \"\"\"Write the content of a file to a given path; raise a ToolError if an error occurs.\"\"\"\n        try:\n            path.write_text(file, encoding=self._encoding or \"utf-8\")\n        except Exception as e:\n            self.logs.append(f\"Ran into {e} while trying to write to {self._get_display_path(path)}\")\n            return\n\n    def _make_output(\n        self,\n        file_content: str,\n        file_descriptor: str,\n        init_line: int = 1,\n        expand_tabs: bool = True,\n    ):\n        \"\"\"Generate output for the CLI based on the content of a file.\"\"\"\n        file_content = maybe_truncate(file_content)\n        if expand_tabs:\n            file_content = file_content.expandtabs()\n        file_content = \"\\n\".join([f\"{i + init_line:6}\\t{line}\" for i, line in enumerate(file_content.split(\"\\n\"))])\n        return f\"Here's the result of running `cat -n` on {file_descriptor}:\\n\" + file_content + \"\\n\"",
+    "start_line": 374,
+    "end_line": 733,
+    "has_docstring": true,
+    "docstring": "An filesystem editor tool that allows the agent to view, create, and edit files.\nThe tool parameters are defined by Anthropic and are not editable.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class EditTool",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor": {
+    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor",
+    "name": "str_replace_editor",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
+    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "depends_on": [
+      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
+      "codewiki/src/be/utils.py::validate_mermaid_diagrams"
+    ],
+    "source_code": "async def str_replace_editor(\n    ctx: RunContext[CodeWikiDeps],\n    working_dir: Literal[\"repo\", \"docs\"],\n    command: Literal[\"view\", \"create\", \"str_replace\", \"insert\", \"undo_edit\"],\n    path: Optional[str] = None,\n    file: Optional[str] = None,\n    file_text: Optional[str] = None,\n    view_range: ViewRange = None,\n    old_str: Optional[str] = None,\n    new_str: Optional[str] = None,\n    insert_line: InsertLine = None,\n) -> str:\n    \"\"\"\n    Custom editing tool for viewing, creating and editing files\n        * State is persistent across command calls and discussions with the user\n        * If `path` is a file, `view` displays the result of applying `cat -n`. If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\n        * The `create` command cannot be used if the specified `path` already exists as a file\n        * If a `command` generates a long output, it will be truncated and marked with `<response clipped>`\n        * The `undo_edit` command will revert the last edit made to the file at `path`\n        * Only `view` command is allowed when `working_dir` is `repo`.\n\n    Args:\n        working_dir: The working directory to use. Choose `repo` to work with the repository files, or `docs` to work with the generated documentation files.\n        command: The command to run. Allowed options are: `view`, `create`, `str_replace`, `insert`, `undo_edit`.\n        path: Path to file or directory, e.g. `./chat_core.md` or `./agents/`\n        file: Alias for `path` parameter (for compatibility with some models)\n        file_text: Required parameter of `create` command, with the content of the file to be created.\n        view_range: Optional parameter of `view` command when `path` points to a file. If none is given, the full file is shown. If provided, the file will be shown in the indicated line number range, e.g. [11, 12] will show lines 11 and 12. Indexing at 1 to start. Setting `[start_line, -1]` shows all lines from `start_line` to the end of the file.\n        old_str: Required parameter of `str_replace` command containing the string in `path` to replace.\n        new_str: Optional parameter of `str_replace` command containing the new string (if not given, no string will be added). Required parameter of `insert` command containing the string to insert.\n    \"\"\"\n\n    # Handle both `path` and `file` parameters for model compatibility\n    if path is None and file is None:\n        return \"Error: Either `path` or `file` parameter must be provided.\"\n    if path is None:\n        path = file\n\n    tool = EditTool(ctx.deps.registry, ctx.deps.absolute_docs_path)\n    if working_dir == \"docs\":\n        absolute_path = str(Path(ctx.deps.absolute_docs_path) / path)\n    else:\n        absolute_path = str(Path(ctx.deps.absolute_repo_path) / path)\n\n    # validate command\n    if command != \"view\" and working_dir == \"repo\":\n        return \"The `view` command is the only allowed command when `working_dir` is `repo`.\"\n\n    tool(\n        command=command,\n        path=absolute_path,\n        file_text=file_text,\n        view_range=view_range,\n        old_str=old_str,\n        new_str=new_str,\n        insert_line=insert_line,\n    )\n\n    result = \"\\n\".join(tool.logs)\n\n    if command != \"view\" and path.endswith(\".md\"):\n        mermaid_validation = await validate_mermaid_diagrams(absolute_path, path)\n        result = result + \"\\n---------- Mermaid validation ----------\\n\" + mermaid_validation\n\n    return result",
+    "start_line": 735,
+    "end_line": 799,
+    "has_docstring": true,
+    "docstring": "Custom editing tool for viewing, creating and editing files\n    * State is persistent across command calls and discussions with the user\n    * If `path` is a file, `view` displays the result of applying `cat -n`. If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\n    * The `create` command cannot be used if the specified `path` already exists as a file\n    * If a `command` generates a long output, it will be truncated and marked with `<response clipped>`\n    * The `undo_edit` command will revert the last edit made to the file at `path`\n    * Only `view` command is allowed when `working_dir` is `repo`.\n\nArgs:\n    working_dir: The working directory to use. Choose `repo` to work with the repository files, or `docs` to work with the generated documentation files.\n    command: The command to run. Allowed options are: `view`, `create`, `str_replace`, `insert`, `undo_edit`.\n    path: Path to file or directory, e.g. `./chat_core.md` or `./agents/`\n    file: Alias for `path` parameter (for compatibility with some models)\n    file_text: Required parameter of `create` command, with the content of the file to be created.\n    view_range: Optional parameter of `view` command when `path` points to a file. If none is given, the full file is shown. If provided, the file will be shown in the indicated line number range, e.g. [11, 12] will show lines 11 and 12. Indexing at 1 to start. Setting `[start_line, -1]` shows all lines from `start_line` to the end of the file.\n    old_str: Required parameter of `str_replace` command containing the string in `path` to replace.\n    new_str: Optional parameter of `str_replace` command containing the new string (if not given, no string will be added). Required parameter of `insert` command containing the string to insert.",
+    "parameters": [
+      "ctx",
+      "working_dir",
+      "command",
+      "path",
+      "file",
+      "file_text",
+      "view_range",
+      "old_str",
+      "new_str",
+      "insert_line"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function str_replace_editor",
+    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/backend.py::is_caw_provider": {
+    "id": "codewiki/src/be/backend.py::is_caw_provider",
+    "name": "is_caw_provider",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/backend.py",
+    "relative_path": "codewiki/src/be/backend.py",
+    "depends_on": [],
+    "source_code": "def is_caw_provider(provider: str) -> bool:\n    \"\"\"Return True if *provider* uses caw (CLI subscription mode).\"\"\"\n    return provider in CAW_PROVIDERS",
+    "start_line": 30,
+    "end_line": 32,
+    "has_docstring": true,
+    "docstring": "Return True if *provider* uses caw (CLI subscription mode).",
+    "parameters": [
+      "provider"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_caw_provider",
+    "component_id": "codewiki/src/be/backend.py::is_caw_provider",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/backend.py::LLMBackend": {
+    "id": "codewiki/src/be/backend.py::LLMBackend",
+    "name": "LLMBackend",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/backend.py",
+    "relative_path": "codewiki/src/be/backend.py",
+    "depends_on": [],
+    "source_code": "class LLMBackend(abc.ABC):\n    \"\"\"Abstract LLM backend used by the documentation generator.\"\"\"\n\n    @abc.abstractmethod\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,\n    ) -> str:\n        \"\"\"Single-shot text completion.\"\"\"\n\n    @abc.abstractmethod\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, \"Node\"],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        \"\"\"Run the per-module agent loop.  Returns the updated module_tree dict.\"\"\"",
+    "start_line": 35,
+    "end_line": 57,
+    "has_docstring": true,
+    "docstring": "Abstract LLM backend used by the documentation generator.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "abc.ABC"
+    ],
+    "class_name": null,
+    "display_name": "class LLMBackend",
+    "component_id": "codewiki/src/be/backend.py::LLMBackend",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/backend.py::get_backend": {
+    "id": "codewiki/src/be/backend.py::get_backend",
+    "name": "get_backend",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/backend.py",
+    "relative_path": "codewiki/src/be/backend.py",
+    "depends_on": [
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/src/be/caw_backend.py::CawBackend",
+      "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend"
+    ],
+    "source_code": "def get_backend(config) -> \"LLMBackend\":\n    \"\"\"Return the backend instance matching ``config.provider``.\"\"\"\n    provider = getattr(config, \"provider\", \"openai-compatible\")\n    if is_caw_provider(provider):\n        from codewiki.src.be.caw_backend import CawBackend\n        return CawBackend(config)\n    from codewiki.src.be.pydantic_ai_backend import PydanticAIBackend\n    return PydanticAIBackend(config)",
+    "start_line": 60,
+    "end_line": 67,
+    "has_docstring": true,
+    "docstring": "Return the backend instance matching ``config.provider``.",
+    "parameters": [
+      "config"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_backend",
+    "component_id": "codewiki/src/be/backend.py::get_backend",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider": {
+    "id": "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
+    "name": "_agent_tool_group_for_provider",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
+    "relative_path": "codewiki/src/be/caw_backend.py",
+    "depends_on": [],
+    "source_code": "def _agent_tool_group_for_provider(provider: str) -> ToolGroup:\n    \"\"\"Return the caw tool group needed for a module-agent session.\"\"\"\n    if provider == \"codex\":\n        # Codex CLI 0.118+ discovers streamable-HTTP MCP servers in read-only\n        # or workspace-write sandbox mode, but cancels MCP tool calls in\n        # non-interactive `codex exec` with \"user cancelled MCP tool call\".\n        # In caw's Codex adapter, including EXEC maps the session to\n        # `--dangerously-bypass-approvals-and-sandbox`, which is currently the\n        # mode where CodeWiki's MCP tools run reliably.  Codex cannot enforce\n        # finer-grained built-in tool restrictions anyway, so prompts still\n        # direct the agent to use CodeWiki's str_replace_editor for writes.\n        return _AGENT_TOOL_GROUP | ToolGroup.EXEC\n    return _AGENT_TOOL_GROUP",
+    "start_line": 65,
+    "end_line": 77,
+    "has_docstring": true,
+    "docstring": "Return the caw tool group needed for a module-agent session.",
+    "parameters": [
+      "provider"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _agent_tool_group_for_provider",
+    "component_id": "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/caw_backend.py::_resolve_caw_provider": {
+    "id": "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
+    "name": "_resolve_caw_provider",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
+    "relative_path": "codewiki/src/be/caw_backend.py",
+    "depends_on": [],
+    "source_code": "def _resolve_caw_provider(provider: str) -> str:\n    try:\n        return _CAW_PROVIDER_MAP[provider]\n    except KeyError as e:\n        raise ValueError(\n            f\"Unsupported caw provider {provider!r}. Expected one of: \"\n            f\"{sorted(_CAW_PROVIDER_MAP.keys())}\"\n        ) from e",
+    "start_line": 80,
+    "end_line": 87,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "provider"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _resolve_caw_provider",
+    "component_id": "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout": {
+    "id": "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout",
+    "name": "_patch_codex_tool_timeout",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
+    "relative_path": "codewiki/src/be/caw_backend.py",
+    "depends_on": [],
+    "source_code": "def _patch_codex_tool_timeout() -> None:\n    global _CODEX_PATCH_APPLIED\n    if _CODEX_PATCH_APPLIED:\n        return\n    from caw.providers.codex import CodexSession\n\n    _orig = CodexSession._mcp_config_args\n\n    def _patched(self) -> list[str]:\n        args = list(_orig(self))\n        for srv in self._mcp_servers:\n            args += [\n                \"-c\",\n                f\"mcp_servers.{srv.name}.tool_timeout_sec={_CODEX_TOOL_TIMEOUT_SEC}\",\n            ]\n        return args\n\n    CodexSession._mcp_config_args = _patched\n    _CODEX_PATCH_APPLIED = True",
+    "start_line": 98,
+    "end_line": 116,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _patch_codex_tool_timeout",
+    "component_id": "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/caw_backend.py::_patched": {
+    "id": "codewiki/src/be/caw_backend.py::_patched",
+    "name": "_patched",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
+    "relative_path": "codewiki/src/be/caw_backend.py",
+    "depends_on": [],
+    "source_code": "    def _patched(self) -> list[str]:\n        args = list(_orig(self))\n        for srv in self._mcp_servers:\n            args += [\n                \"-c\",\n                f\"mcp_servers.{srv.name}.tool_timeout_sec={_CODEX_TOOL_TIMEOUT_SEC}\",\n            ]\n        return args",
+    "start_line": 106,
+    "end_line": 113,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "self"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _patched",
+    "component_id": "codewiki/src/be/caw_backend.py::_patched",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/caw_backend.py::CawBackend": {
+    "id": "codewiki/src/be/caw_backend.py::CawBackend",
+    "name": "CawBackend",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
+    "relative_path": "codewiki/src/be/caw_backend.py",
+    "depends_on": [
+      "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
+      "codewiki/src/be/utils.py::count_tokens",
+      "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/src/be/utils.py::set_main_loop",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+      "codewiki/src/be/caw_toolkit.py::CawToolKit",
+      "codewiki/src/be/prompt_template.py::format_system_prompt",
+      "codewiki/src/be/prompt_template.py::format_user_prompt",
+      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+      "codewiki/src/be/utils.py::is_complex_module"
+    ],
+    "source_code": "class CawBackend(LLMBackend):\n    \"\"\"Routes LLM operations through the claude / codex CLI subscription.\"\"\"\n\n    def __init__(self, config: Config) -> None:\n        self._config = config\n        self._caw_provider = _resolve_caw_provider(config.provider)\n        # main_model is passed straight through; empty string → caw default.\n        self._model: str | None = config.main_model or None\n\n        # Fail loudly here rather than producing a confusing caw error mid-run.\n        cli = _CLI_BINARY[config.provider]\n        if shutil.which(cli) is None:\n            raise RuntimeError(\n                f\"Subscription mode requires the '{cli}' CLI on PATH. \"\n                f\"Install it and run '{cli} login', then try again.\"\n            )\n\n        if self._caw_provider == \"claude_code\":\n            # Prevent claude-code CLI from cancelling long sub-module recursion;\n            # setdefault preserves a user-supplied value (e.g. shell override).\n            os.environ.setdefault(\"MCP_TOOL_TIMEOUT\", \"86400000\")\n            os.environ.setdefault(\"MCP_TIMEOUT\", \"60000\")\n            logger.info(\n                \"claude-code MCP timeouts: MCP_TOOL_TIMEOUT=%s MCP_TIMEOUT=%s\",\n                os.environ[\"MCP_TOOL_TIMEOUT\"],\n                os.environ[\"MCP_TIMEOUT\"],\n            )\n\n    # ------------------------------------------------------------------\n    # Single-shot completion (clustering, parent / repo overviews)\n    # ------------------------------------------------------------------\n\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,  # unused: subscription CLIs don't expose temperature\n    ) -> str:\n        # Blocks the calling thread for the lifetime of the claude/codex\n        # subprocess.  Callers running this from an async context (e.g. the\n        # documentation_generator) accept this — there is no concurrent work\n        # to do while clustering is in flight anyway.\n        effective_model = model or self._model\n        agent = CawAgent(\n            provider=self._caw_provider,\n            model=effective_model,\n            tools=ToolGroup.READER,\n        )\n        traj = agent.completion(prompt)\n        return traj.result\n\n    # ------------------------------------------------------------------\n    # Per-module agent loop\n    # ------------------------------------------------------------------\n\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        # caw.completion shells out to a subprocess and blocks the calling\n        # thread.  Push it off the event loop so the rest of the async\n        # pipeline keeps moving.\n        # Mermaid validation goes through PythonMonkey, which binds its JS\n        # engine to the thread where it was first imported (the main\n        # thread).  caw routes MCP tool calls through a FastMCP daemon\n        # thread, so the validator would otherwise lose its event loop.\n        # Hand the main loop to utils so the worker-thread tool calls can\n        # marshal parse_mermaid_py back here.\n        set_main_loop(asyncio.get_running_loop())\n        return await asyncio.to_thread(\n            self._run_module_agent_sync,\n            module_name,\n            components,\n            core_component_ids,\n            module_path,\n            working_dir,\n        )\n\n    def _run_module_agent_sync(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n        start_depth: int = 1,\n        module_tree: Dict[str, Any] | None = None,\n    ) -> Dict[str, Any]:\n        # ``start_depth`` lets the recursion preserve max_depth across nested\n        # _run_module_agent_sync calls — each fresh deps object would otherwise\n        # reset current_depth to 1 and silently bypass max_depth guards.\n        # ``module_tree`` carries the parent's in-memory tree across the\n        # recursion.  Reloading from disk only works at the top level — by the\n        # time a sub-agent runs, the parent has staged new branches in memory\n        # but has not yet saved (save happens after agent.completion returns).\n        from codewiki.src.be.caw_toolkit import CawToolKit  # local import to avoid cycles\n\n        config = self._config\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        if module_tree is None:\n            module_tree = file_manager.load_json(module_tree_path)\n\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(\"✓ Overview docs already exists at %s\", overview_docs_path)\n            return module_tree\n        docs_path = os.path.join(working_dir, f\"{module_name}.md\")\n        if os.path.exists(docs_path):\n            logger.info(\"✓ Module docs already exists at %s\", docs_path)\n            return module_tree\n\n        custom_instructions = config.get_prompt_addition()\n\n        # Mirror PydanticAIBackend's early-cut: a module is only worth\n        # delegating to sub-agents when it spans multiple files AND has enough\n        # content to justify the cost AND we still have recursion budget.\n        # Without this gate the caw path would give every multi-file sub-module\n        # the recursive SYSTEM_PROMPT + delegation tool and fan out one extra\n        # agent call per sub-spec even when a single leaf write would suffice.\n        # See generate_sub_module_documentation_tool for the pydantic-ai\n        # equivalent.\n        _, components_with_code = format_potential_core_components(\n            core_component_ids, components\n        )\n        num_tokens = count_tokens(components_with_code)\n        can_delegate = (\n            is_complex_module(components, core_component_ids)\n            and start_depth < config.max_depth\n            and num_tokens >= config.max_token_per_leaf_module\n        )\n        logger.info(f\"Module {module_name} can delegate: {can_delegate} - is_complex_module: {is_complex_module(components, core_component_ids)} - start_depth: {start_depth} - num_tokens: {num_tokens} - max_depth: {config.max_depth} - max_token_per_leaf_module: {config.max_token_per_leaf_module}\")\n\n        if can_delegate:\n            system_prompt = format_system_prompt(module_name, custom_instructions)\n        else:\n            system_prompt = format_leaf_system_prompt(module_name, custom_instructions)\n\n        deps = CodeWikiDeps(\n            absolute_docs_path=working_dir,\n            absolute_repo_path=str(os.path.abspath(config.repo_path)),\n            registry={},\n            components=components,\n            path_to_current_module=list(module_path),\n            current_module_name=module_name,\n            module_tree=module_tree,\n            max_depth=config.max_depth,\n            current_depth=start_depth,\n            config=config,\n            custom_instructions=custom_instructions,\n        )\n\n        toolkit = CawToolKit(deps=deps, backend=self, allow_subagent=can_delegate)\n\n        agent = CawAgent(\n            provider=self._caw_provider,\n            model=self._model,\n            system_prompt=system_prompt,\n            tools=_agent_tool_group_for_provider(self._caw_provider),\n            tool_servers=[toolkit],\n        )\n\n        user_prompt = format_user_prompt(\n            module_name=module_name,\n            core_component_ids=core_component_ids,\n            components=components,\n            module_tree=deps.module_tree,\n        )\n\n        # caw forks claude / codex via subprocess.Popen without a cwd, so the\n        # child CLI inherits Python's cwd — typically the repo root where the\n        # user invoked ``codewiki``.  Codex's native ``file_change`` tool\n        # (always present under the danger-full-access sandbox EXEC requires)\n        # then resolves relative paths against that cwd, dropping the .md at\n        # the repo root.  Pin cwd to the docs output dir for the duration of\n        # the agent run so file_change lands inside ``--output``.  Reads still\n        # go through MCP tools that use absolute paths from ``deps``, so\n        # they're cwd-independent.  Safe to mutate process-wide cwd because\n        # documentation_generator processes modules sequentially and recursive\n        # _run_module_agent_sync calls chdir to the same absolute_docs_path.\n        original_cwd = os.getcwd()\n        try:\n            os.chdir(working_dir)\n            try:\n                traj = agent.completion(user_prompt)\n            finally:\n                os.chdir(original_cwd)\n            logger.info(\n                \"Module %s completed via caw (turns=%d, tool_calls=%d)\",\n                module_name,\n                traj.num_turns,\n                traj.total_tool_calls,\n            )\n            file_manager.save_json(deps.module_tree, module_tree_path)\n            return deps.module_tree\n        except Exception as e:\n            logger.error(\"Error processing module %s via caw: %s\", module_name, e)\n            raise",
+    "start_line": 123,
+    "end_line": 324,
+    "has_docstring": true,
+    "docstring": "Routes LLM operations through the claude / codex CLI subscription.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "LLMBackend"
+    ],
+    "class_name": null,
+    "display_name": "class CawBackend",
+    "component_id": "codewiki/src/be/caw_backend.py::CawBackend",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/caw_toolkit.py::_heartbeat": {
+    "id": "codewiki/src/be/caw_toolkit.py::_heartbeat",
+    "name": "_heartbeat",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_toolkit.py",
+    "relative_path": "codewiki/src/be/caw_toolkit.py",
+    "depends_on": [],
+    "source_code": "async def _heartbeat(ctx: Context, work: asyncio.Task) -> None:\n    # Keeps the codex / claude-code CLI from cancelling the parent tool call\n    # during long sub-module recursion. Failures are swallowed — a broken\n    # heartbeat must never abort real work.\n    progress = 0\n    while not work.done():\n        await asyncio.sleep(_HEARTBEAT_INTERVAL_SEC)\n        progress += 1\n        try:\n            await ctx.report_progress(\n                progress=progress,\n                total=None,\n                message=\"sub-module generation in progress\",\n            )\n        except Exception:\n            pass",
+    "start_line": 44,
+    "end_line": 59,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "ctx",
+      "work"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _heartbeat",
+    "component_id": "codewiki/src/be/caw_toolkit.py::_heartbeat",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/caw_toolkit.py::_coerce_json_arg": {
+    "id": "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
+    "name": "_coerce_json_arg",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_toolkit.py",
+    "relative_path": "codewiki/src/be/caw_toolkit.py",
+    "depends_on": [],
+    "source_code": "def _coerce_json_arg(value):\n    # Some MCP/CLI bridges emit list/int tool args as JSON-encoded strings\n    # (e.g. ``\"[1, 50]\"`` instead of ``[1, 50]``).  Parity with the\n    # pydantic-ai tool path; see _coerce_json_string in str_replace_editor.py.\n    if isinstance(value, str):\n        try:\n            return json.loads(value)\n        except ValueError:\n            pass\n    return value",
+    "start_line": 62,
+    "end_line": 71,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "value"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _coerce_json_arg",
+    "component_id": "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/caw_toolkit.py::CawToolKit": {
+    "id": "codewiki/src/be/caw_toolkit.py::CawToolKit",
+    "name": "CawToolKit",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_toolkit.py",
+    "relative_path": "codewiki/src/be/caw_toolkit.py",
+    "depends_on": [
+      "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
+      "codewiki/src/be/utils.py::validate_mermaid_diagrams",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/caw_toolkit.py::_heartbeat",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool"
+    ],
+    "source_code": "class CawToolKit(\n    ToolKit,\n    server_name=\"codewiki_tools\",\n    display_name=\"CodeWiki Tools\",\n):\n    \"\"\"MCP tool server exposing CodeWiki tools to a caw Agent.\"\"\"\n\n    def __init__(\n        self,\n        deps: CodeWikiDeps,\n        backend: \"CawBackend\",\n        allow_subagent: bool,\n    ) -> None:\n        self._deps = deps\n        self._backend = backend\n        self._allow_subagent = allow_subagent\n\n    # ------------------------------------------------------------------\n    # Tool: read_code_components\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Read the source code of the given component ids. \"\n            \"component_ids is a list of strings like \"\n            \"['sweagent/types.py::AgentRunResult', 'auth/middleware.py::verify_token'] \"\n            \"where the part before '::' is the file path and the part after is the component name.\"\n        )\n    )\n    async def read_code_components(self, component_ids: list[str]) -> str:\n        results = []\n        for cid in component_ids:\n            if cid not in self._deps.components:\n                results.append(f\"# Component {cid} not found\")\n            else:\n                results.append(\n                    f\"# Component {cid}:\\n\"\n                    f\"{self._deps.components[cid].source_code.strip()}\\n\\n\"\n                )\n        return \"\\n\".join(results)\n\n    # ------------------------------------------------------------------\n    # Tool: str_replace_editor\n    # Reuses the EditTool implementation + Mermaid validator from the\n    # existing module so behavior matches the pydantic-ai path exactly.\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Custom editing tool for viewing, creating and editing files.\\n\"\n            \"* If `path` is a file, `view` displays the result of applying `cat -n`. \"\n            \"If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\\n\"\n            \"* The `create` command cannot be used if the specified `path` already exists as a file.\\n\"\n            \"* If a `command` generates a long output, it will be truncated and marked with `<response clipped>`.\\n\"\n            \"* The `undo_edit` command will revert the last edit made to the file at `path`.\\n\"\n            \"* Only `view` command is allowed when `working_dir` is `repo`.\"\n        )\n    )\n    async def str_replace_editor(\n        self,\n        working_dir: str,\n        command: str,\n        path: str | None = None,\n        file: str | None = None,\n        file_text: str | None = None,\n        view_range: list[int] | str | None = None,\n        old_str: str | None = None,\n        new_str: str | None = None,\n        insert_line: int | str | None = None,\n    ) -> str:\n        from codewiki.src.be.agent_tools.str_replace_editor import EditTool\n        from codewiki.src.be.utils import validate_mermaid_diagrams\n\n        # ``Literal`` annotations would be the cleanest way to constrain these,\n        # but ``from __future__ import annotations`` turns them into forward refs\n        # that FastMCP's pydantic schema rebuild cannot resolve.  Validate at\n        # call time instead so a bogus working_dir (empty string, ``\".\"``, etc.)\n        # cannot silently route writes to the repo root.\n        if working_dir not in _VALID_WORKING_DIRS:\n            return (\n                f\"Error: invalid `working_dir`={working_dir!r}. \"\n                f\"Allowed values: {list(_VALID_WORKING_DIRS)}.\"\n            )\n        if command not in _VALID_EDITOR_COMMANDS:\n            return (\n                f\"Error: invalid `command`={command!r}. \"\n                f\"Allowed values: {list(_VALID_EDITOR_COMMANDS)}.\"\n            )\n\n        if path is None and file is None:\n            return \"Error: Either `path` or `file` parameter must be provided.\"\n        if path is None:\n            path = file\n        if command != \"view\" and working_dir == \"repo\":\n            return \"The `view` command is the only allowed command when `working_dir` is `repo`.\"\n\n        # Reject absolute paths: ``Path(\"/abs/base\") / \"/abs/other\"`` resolves to\n        # ``/abs/other``, which would silently bypass ``working_dir`` and let the\n        # agent write outside the docs path.  Force the agent to pass a path\n        # relative to the chosen working_dir.\n        if os.path.isabs(path):\n            return (\n                f\"Error: `path` must be relative to `working_dir` ({working_dir!r}), \"\n                f\"got absolute path {path!r}. Pass a relative path like \"\n                f\"'module_name.md' (resolved under absolute_docs_path when \"\n                f\"working_dir='docs').\"\n            )\n\n        view_range = _coerce_json_arg(view_range)\n        insert_line = _coerce_json_arg(insert_line)\n\n        edit_tool = EditTool(self._deps.registry, self._deps.absolute_docs_path)\n\n        base_dir = (\n            self._deps.absolute_docs_path\n            if working_dir == \"docs\"\n            else self._deps.absolute_repo_path\n        )\n        absolute_path = str(Path(base_dir) / path)\n\n        # Defense in depth: even with a relative path, ``..`` segments could\n        # escape ``base_dir``.  Verify the resolved path stays inside.\n        try:\n            resolved = Path(absolute_path).resolve()\n            base_resolved = Path(base_dir).resolve()\n            resolved.relative_to(base_resolved)\n        except ValueError:\n            return (\n                f\"Error: resolved path {absolute_path!r} escapes \"\n                f\"working_dir={working_dir!r} root {base_dir!r}. \"\n                f\"Pass a path that stays inside the working directory.\"\n            )\n\n        edit_tool(\n            command=command,\n            path=absolute_path,\n            file_text=file_text,\n            view_range=view_range,\n            old_str=old_str,\n            new_str=new_str,\n            insert_line=insert_line,\n        )\n\n        result = \"\\n\".join(edit_tool.logs)\n\n        if command != \"view\" and path.endswith(\".md\"):\n            mermaid_validation = await validate_mermaid_diagrams(absolute_path, path)\n            result = result + \"\\n---------- Mermaid validation ----------\\n\" + mermaid_validation\n\n        return result\n\n    # ------------------------------------------------------------------\n    # Tool: generate_sub_module_documentation\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Delegate documentation generation of sub-modules to sub-agents. Each sub-module \"\n            \"is documented separately.\\n\"\n            \"sub_module_specs: a dictionary mapping sub-module names to their core component IDs. \"\n            \"Example: {'authentication': ['auth_handler.py::AuthHandler'], \"\n            \"'database': ['db_client.py::DBClient']}\"\n        )\n    )\n    async def generate_sub_module_documentation(\n        self, sub_module_specs: dict[str, list[str]], ctx: Context\n    ) -> str:\n        if not self._allow_subagent:\n            return (\n                \"generate_sub_module_documentation is NOT available for this module \"\n                \"(leaf module: single-file or below the token threshold, or max recursion \"\n                \"depth reached). DO NOT call this tool again for this module. \"\n                \"Instead, write the documentation directly with `str_replace_editor` \"\n                f\"(create command) as a single `{self._deps.current_module_name}.md` \"\n                \"file covering the provided core components inline (architecture, \"\n                \"components, diagrams, etc.) — no sub-module fan-out.\"\n            )\n\n        # Run the blocking recursion in a worker thread so the caw MCP server's\n        # event loop stays responsive while sub-agents run.  A heartbeat task\n        # emits MCP progress notifications so the CLI does not treat the long\n        # tool call as a stalled / cancelled invocation.\n        work = asyncio.create_task(\n            asyncio.to_thread(self._run_sub_modules, sub_module_specs)\n        )\n        heartbeat = asyncio.create_task(_heartbeat(ctx, work))\n        try:\n            return await work\n        finally:\n            heartbeat.cancel()\n            with contextlib.suppress(asyncio.CancelledError):\n                await heartbeat\n\n    # ------------------------------------------------------------------\n    # Internal: synchronous recursion driver\n    # ------------------------------------------------------------------\n\n    def _run_sub_modules(self, sub_module_specs: dict[str, list[str]]) -> str:\n        deps = self._deps\n        previous_module_name = deps.current_module_name\n\n        # Add sub-modules to the in-memory module tree.\n        value = deps.module_tree\n        for key in deps.path_to_current_module:\n            value = value[key][\"children\"]\n        for sub_name, core_ids in sub_module_specs.items():\n            value[sub_name] = {\"components\": core_ids, \"children\": {}}\n\n        try:\n            for sub_name, core_ids in sub_module_specs.items():\n                indent = \"  \" * deps.current_depth\n                arrow = \"└─\" if deps.current_depth > 0 else \"→\"\n                logger.info(\"%s%s Generating documentation for sub-module: %s\", indent, arrow, sub_name)\n\n                deps.current_module_name = sub_name\n                deps.path_to_current_module.append(sub_name)\n                deps.current_depth += 1\n                try:\n                    # Spawn a fresh caw session for the sub-module.  We already\n                    # run inside a worker thread (started by the parent tool\n                    # call), so call the sync entry point directly to avoid\n                    # double-wrapping.  ``start_depth`` carries the parent's\n                    # depth so the sub-agent's max_depth guard stays accurate.\n                    self._backend._run_module_agent_sync(\n                        module_name=sub_name,\n                        components=deps.components,\n                        core_component_ids=core_ids,\n                        module_path=list(deps.path_to_current_module),\n                        working_dir=deps.absolute_docs_path,\n                        start_depth=deps.current_depth,\n                        module_tree=deps.module_tree,\n                    )\n                finally:\n                    deps.path_to_current_module.pop()\n                    deps.current_depth -= 1\n        finally:\n            deps.current_module_name = previous_module_name\n\n        return (\n            \"Generate successfully. Documentations: \"\n            + \", \".join(key + \".md\" for key in sub_module_specs.keys())\n            + \" are saved in the working directory.\"\n        )",
+    "start_line": 74,
+    "end_line": 316,
+    "has_docstring": true,
+    "docstring": "MCP tool server exposing CodeWiki tools to a caw Agent.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "ToolKit"
+    ],
+    "class_name": null,
+    "display_name": "class CawToolKit",
+    "component_id": "codewiki/src/be/caw_toolkit.py::CawToolKit",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/cluster_modules.py::format_potential_core_components": {
+    "id": "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+    "name": "format_potential_core_components",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/cluster_modules.py",
+    "relative_path": "codewiki/src/be/cluster_modules.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::warning"
+    ],
+    "source_code": "def format_potential_core_components(leaf_nodes: List[str], components: Dict[str, Node]) -> tuple[str, str]:\n    \"\"\"\n    Format the potential core components into a string that can be used in the prompt.\n    \"\"\"\n    # Filter out any invalid leaf nodes that don't exist in components\n    valid_leaf_nodes = []\n    for leaf_node in leaf_nodes:\n        if leaf_node in components:\n            valid_leaf_nodes.append(leaf_node)\n        else:\n            logger.warning(f\"Skipping invalid leaf node '{leaf_node}' - not found in components\")\n    \n    #group leaf nodes by file\n    leaf_nodes_by_file = defaultdict(list)\n    for leaf_node in valid_leaf_nodes:\n        leaf_nodes_by_file[components[leaf_node].relative_path].append(leaf_node)\n\n    potential_core_components = \"\"\n    potential_core_components_with_code = \"\"\n    for file, leaf_nodes in dict(sorted(leaf_nodes_by_file.items())).items():\n        potential_core_components += f\"# {file}\\n\"\n        potential_core_components_with_code += f\"# {file}\\n\"\n        for leaf_node in leaf_nodes:\n            potential_core_components += f\"\\t{leaf_node}\\n\"\n            potential_core_components_with_code += f\"\\t{leaf_node}\\n\"\n            potential_core_components_with_code += f\"{components[leaf_node].source_code}\\n\"\n\n    return potential_core_components, potential_core_components_with_code",
+    "start_line": 16,
+    "end_line": 43,
+    "has_docstring": true,
+    "docstring": "Format the potential core components into a string that can be used in the prompt.",
+    "parameters": [
+      "leaf_nodes",
+      "components"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function format_potential_core_components",
+    "component_id": "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count": {
+    "id": "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+    "name": "get_clustering_input_token_count",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/cluster_modules.py",
+    "relative_path": "codewiki/src/be/cluster_modules.py",
+    "depends_on": [
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/src/be/utils.py::count_tokens"
+    ],
+    "source_code": "def get_clustering_input_token_count(\n    leaf_nodes: List[str], components: Dict[str, Node]\n) -> int:\n    \"\"\"Count the tokens used to decide whether a module needs clustering.\"\"\"\n    _, potential_core_components_with_code = format_potential_core_components(\n        leaf_nodes, components\n    )\n    return count_tokens(potential_core_components_with_code)",
+    "start_line": 46,
+    "end_line": 53,
+    "has_docstring": true,
+    "docstring": "Count the tokens used to decide whether a module needs clustering.",
+    "parameters": [
+      "leaf_nodes",
+      "components"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_clustering_input_token_count",
+    "component_id": "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/cluster_modules.py::cluster_modules": {
+    "id": "codewiki/src/be/cluster_modules.py::cluster_modules",
+    "name": "cluster_modules",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/cluster_modules.py",
+    "relative_path": "codewiki/src/be/cluster_modules.py",
+    "depends_on": [
+      "codewiki/src/be/utils.py::count_tokens",
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/llm_services.py::call_llm",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/prompt_template.py::format_cluster_prompt",
+      "codewiki/src/be/cluster_modules.py::cluster_modules"
+    ],
+    "source_code": "def cluster_modules(\n    leaf_nodes: List[str],\n    components: Dict[str, Node],\n    config: Config,\n    current_module_tree: dict[str, Any] = {},\n    current_module_name: str = None,\n    current_module_path: List[str] = [],\n    completer: Optional[Completer] = None,\n) -> Dict[str, Any]:\n    \"\"\"\n    Cluster the potential core components into modules.\n\n    Args:\n        completer: optional ``(prompt: str) -> str`` callable.  When provided,\n            clustering calls go through this completer instead of the legacy\n            ``call_llm``.  This is how the LLMBackend abstraction injects\n            subscription-mode (caw) routing.  If ``None``, falls back to\n            ``call_llm`` for backward compatibility with direct callers.\n    \"\"\"\n    potential_core_components, potential_core_components_with_code = (\n        format_potential_core_components(leaf_nodes, components)\n    )\n    input_tokens = count_tokens(potential_core_components_with_code)\n    threshold = config.max_token_per_module\n    module_label = current_module_name or \"repository\"\n\n    logger.info(\n        \"Module clustering input for %s: %d leaf nodes, %d tokens, threshold %d\",\n        module_label,\n        len(leaf_nodes),\n        input_tokens,\n        threshold,\n    )\n\n    if input_tokens <= threshold:\n        logger.info(\n            \"Skipping LLM module clustering for %s because %d tokens fit within the \"\n            \"%d-token threshold; using whole-module documentation mode.\",\n            module_label,\n            input_tokens,\n            threshold,\n        )\n        return {}\n\n    prompt = format_cluster_prompt(potential_core_components, current_module_tree, current_module_name)\n    logger.info(\n        \"Requesting LLM module clustering for %s because %d tokens exceed the %d-token threshold.\",\n        module_label,\n        input_tokens,\n        threshold,\n    )\n    if completer is not None:\n        response = completer(prompt)\n    else:\n        response = call_llm(prompt, config, model=config.cluster_model)\n\n    #parse the response\n    try:\n        if \"<GROUPED_COMPONENTS>\" not in response or \"</GROUPED_COMPONENTS>\" not in response:\n            logger.warning(\n                \"Invalid LLM clustering response for %s: missing <GROUPED_COMPONENTS> \"\n                \"tags; falling back to whole-module documentation. Response preview: %s...\",\n                module_label,\n                response[:200],\n            )\n            return {}\n        \n        response_content = response.split(\"<GROUPED_COMPONENTS>\")[1].split(\"</GROUPED_COMPONENTS>\")[0]\n        module_tree = eval(response_content)\n        \n        if not isinstance(module_tree, dict):\n            logger.error(f\"Invalid module tree format - expected dict, got {type(module_tree)}\")\n            return {}\n            \n    except Exception as e:\n        logger.warning(\n            \"Failed to parse LLM clustering response for %s; falling back to \"\n            \"whole-module documentation. Error: %s. Response preview: %s...\",\n            module_label,\n            e,\n            response[:200],\n        )\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        return {}\n\n    # check if the module tree is valid\n    if len(module_tree) <= 1:\n        logger.info(\n            \"Skipping LLM clustering result for %s because it produced only \"\n            \"%d module(s); using whole-module documentation mode.\",\n            module_label,\n            len(module_tree),\n        )\n        return {}\n\n    logger.info(\n        \"LLM module clustering for %s produced %d top-level modules.\",\n        module_label,\n        len(module_tree),\n    )\n\n    if current_module_tree == {}:\n        current_module_tree = module_tree\n    else:\n        value = current_module_tree\n        for key in current_module_path:\n            value = value[key][\"children\"]\n        for module_name, module_info in module_tree.items():\n            del module_info[\"path\"]\n            value[module_name] = module_info\n\n    for module_name, module_info in module_tree.items():\n        sub_leaf_nodes = module_info.get(\"components\", [])\n        \n        # Filter sub_leaf_nodes to ensure they exist in components\n        valid_sub_leaf_nodes = []\n        for node in sub_leaf_nodes:\n            if node in components:\n                valid_sub_leaf_nodes.append(node)\n            else:\n                logger.warning(f\"Skipping invalid sub leaf node '{node}' in module '{module_name}' - not found in components\")\n        \n        current_module_path.append(module_name)\n        module_info[\"children\"] = {}\n        module_info[\"children\"] = cluster_modules(\n            valid_sub_leaf_nodes,\n            components,\n            config,\n            current_module_tree,\n            module_name,\n            current_module_path,\n            completer=completer,\n        )\n        current_module_path.pop()\n\n    return module_tree",
+    "start_line": 56,
+    "end_line": 191,
+    "has_docstring": true,
+    "docstring": "Cluster the potential core components into modules.\n\nArgs:\n    completer: optional ``(prompt: str) -> str`` callable.  When provided,\n        clustering calls go through this completer instead of the legacy\n        ``call_llm``.  This is how the LLMBackend abstraction injects\n        subscription-mode (caw) routing.  If ``None``, falls back to\n        ``call_llm`` for backward compatibility with direct callers.",
+    "parameters": [
+      "leaf_nodes",
+      "components",
+      "config",
+      "current_module_tree",
+      "current_module_name",
+      "current_module_path",
+      "completer"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function cluster_modules",
+    "component_id": "codewiki/src/be/cluster_modules.py::cluster_modules",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
+    "name": "AnalysisService",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
+      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path"
+    ],
+    "source_code": "class AnalysisService:\n    \"\"\"\n    Centralized analysis service supporting multiple programming languages.\n\n    This service orchestrates the complete analysis workflow:\n    1. Repository cloning and validation\n    2. File structure analysis with filtering\n    3. Multi-language AST parsing and call graph generation\n    4. Result consolidation and cleanup\n\n    \"\"\"\n\n    def __init__(self):\n        \"\"\"Initialize the analysis service with language-specific analyzers.\"\"\"\n        self.call_graph_analyzer = CallGraphAnalyzer()\n        self._temp_directories = []\n\n    def analyze_local_repository(\n        self,\n        repo_path: str,\n        max_files: int = 100,\n        languages: Optional[List[str]] = None\n    ) -> Dict[str, Any]:\n        \"\"\"\n        Analyze a local repository folder.\n        \n        Args:\n            repo_path: Path to local repository folder\n            max_files: Maximum number of files to analyze\n            languages: List of languages to include (e.g., ['python', 'javascript'])\n            \n        Returns:\n            Dict with analysis results including nodes and relationships\n        \"\"\"\n        try:\n            logger.debug(f\"Analyzing local repository at {repo_path}\")\n            \n            # Get repo analyzer to find files\n            repo_analyzer = RepoAnalyzer()\n            structure_result = repo_analyzer.analyze_repository_structure(repo_path)\n            \n            # Extract code files\n            code_files = self.call_graph_analyzer.extract_code_files(structure_result[\"file_tree\"])\n            \n            # Filter by languages if specified\n            if languages:\n                code_files = [f for f in code_files if f.get(\"language\") in languages]\n            \n            # Limit number of files\n            if len(code_files) > max_files:\n                code_files = code_files[:max_files]\n                logger.debug(f\"Limited analysis to {max_files} files\")\n            \n            logger.debug(f\"Analyzing {len(code_files)} files\")\n            \n            # Analyze files\n            result = self.call_graph_analyzer.analyze_code_files(code_files, repo_path)\n            \n            return {\n                \"nodes\": result.get(\"functions\", {}),\n                \"relationships\": result.get(\"relationships\", []),\n                \"summary\": {\n                    \"total_files\": len(code_files),\n                    \"total_nodes\": len(result.get(\"functions\", {})),\n                    \"total_relationships\": len(result.get(\"relationships\", []))\n                }\n            }\n            \n        except Exception as e:\n            logger.error(f\"Local repository analysis failed: {str(e)}\", exc_info=True)\n            raise RuntimeError(f\"Analysis failed: {str(e)}\")\n\n    def analyze_repository_full(\n        self,\n        github_url: str,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> AnalysisResult:\n        \"\"\"\n        Perform complete repository analysis including call graph generation.\n\n        Args:\n            github_url: GitHub repository URL to analyze\n            include_patterns: File patterns to include (e.g., ['*.py', '*.js'])\n            exclude_patterns: Additional patterns to exclude\n\n        Returns:\n            AnalysisResult: Complete analysis with functions, relationships, and visualization\n\n        Raises:\n            ValueError: If GitHub URL is invalid\n            RuntimeError: If analysis fails\n        \"\"\"\n        temp_dir = None\n        try:\n            logger.debug(f\"Starting full analysis of {github_url}\")\n\n            temp_dir = self._clone_repository(github_url)\n            repo_info = self._parse_repository_info(github_url)\n\n            logger.debug(\"Analyzing repository file structure...\")\n            structure_result = self._analyze_structure(temp_dir, include_patterns, exclude_patterns)\n            logger.debug(f\"Found {structure_result['summary']['total_files']} files to analyze.\")\n\n            logger.debug(\"Starting call graph analysis...\")\n            call_graph_result = self._analyze_call_graph(structure_result[\"file_tree\"], temp_dir)\n            logger.debug(\n                f\"Call graph analysis complete. Found {call_graph_result['call_graph']['total_functions']} functions.\"\n            )\n\n            readme_content = self._read_readme_file(temp_dir)\n\n            analysis_result = AnalysisResult(\n                repository=Repository(\n                    url=repo_info[\"url\"],\n                    name=repo_info[\"name\"],\n                    clone_path=temp_dir,\n                    analysis_id=f\"{repo_info['owner']}-{repo_info['name']}\",\n                ),\n                functions=call_graph_result[\"functions\"],\n                relationships=call_graph_result[\"relationships\"],\n                file_tree=structure_result[\"file_tree\"],\n                summary={\n                    **structure_result[\"summary\"],\n                    **call_graph_result[\"call_graph\"],\n                    \"analysis_type\": \"full\",\n                    \"languages_analyzed\": call_graph_result[\"call_graph\"][\"languages_found\"],\n                },\n                visualization=call_graph_result[\"visualization\"],\n                readme_content=readme_content,\n            )\n\n            logger.debug(f\"Cleaning up temporary repository directory: {temp_dir}\")\n            self._cleanup_repository(temp_dir)\n\n            logger.debug(\n                f\"Analysis completed: {analysis_result.summary['total_functions']} functions found\"\n            )\n            return analysis_result\n\n        except Exception as e:\n            logger.error(f\"Analysis failed: {str(e)}\", exc_info=True)\n            if \"temp_dir\" in locals() and Path(temp_dir).exists():\n                self._cleanup_repository(temp_dir)\n            raise RuntimeError(f\"Repository analysis failed: {str(e)}\")\n\n    def analyze_repository_structure_only(\n        self,\n        github_url: str,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> Dict[str, Any]:\n        \"\"\"\n        Perform lightweight structure-only analysis without call graph generation.\n\n        Args:\n            github_url: GitHub repository URL to analyze\n            include_patterns: File patterns to include\n            exclude_patterns: Additional patterns to exclude\n\n        Returns:\n            Dict: Repository structure with file tree and summary statistics\n        \"\"\"\n        temp_dir = None\n        try:\n            logger.debug(f\"Starting structure analysis of {github_url}\")\n\n            temp_dir = self._clone_repository(github_url)\n            repo_info = self._parse_repository_info(github_url)\n\n            structure_result = self._analyze_structure(temp_dir, include_patterns, exclude_patterns)\n\n            result = {\n                \"repository\": repo_info,\n                \"file_tree\": structure_result[\"file_tree\"],\n                \"file_summary\": {\n                    **structure_result[\"summary\"],\n                    \"analysis_type\": \"structure_only\",\n                },\n            }\n\n            self._cleanup_repository(temp_dir)\n\n            logger.debug(\n                f\"Structure analysis completed: {result['file_summary']['total_files']} files found\"\n            )\n            return result\n\n        except Exception as e:\n            if temp_dir:\n                self._cleanup_repository(temp_dir)\n            logger.error(f\"Structure analysis failed for {github_url}: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise RuntimeError(f\"Structure analysis failed: {str(e)}\") from e\n\n    def _clone_repository(self, github_url: str) -> str:\n        \"\"\"Clone repository and return temp dir path.\"\"\"\n        logger.debug(f\"Cloning {github_url}...\")\n        temp_dir = clone_repository(github_url)\n        logger.debug(f\"Repository cloned to {temp_dir}\")\n        self._temp_directories.append(temp_dir)\n        return temp_dir\n\n    def _parse_repository_info(self, github_url: str) -> Dict[str, str]:\n        \"\"\"Parse GitHub URL and extract repository metadata.\"\"\"\n        return parse_github_url(github_url)\n\n    def _analyze_structure(\n        self,\n        repo_dir: str,\n        include_patterns: Optional[List[str]],\n        exclude_patterns: Optional[List[str]],\n    ) -> Dict[str, Any]:\n        \"\"\"Analyze repository file structure with filtering.\"\"\"\n        logger.debug(\n            f\"Initializing RepoAnalyzer with include: {include_patterns}, exclude: {exclude_patterns}\"\n        )\n        repo_analyzer = RepoAnalyzer(include_patterns, exclude_patterns)\n        return repo_analyzer.analyze_repository_structure(repo_dir)\n\n    def _read_readme_file(self, repo_dir: str) -> Optional[str]:\n        \"\"\"Find and read the README file from the repository root.\"\"\"\n        # possible_readme_names = [\"README.md\", \"README\", \"readme.md\", \"README.txt\"]\n        # for name in possible_readme_names:\n        #     readme_path = Path(repo_dir) / name\n        #     if readme_path.exists():\n        #         try:\n        #             logger.debug(f\"Found README file at {readme_path}\")\n        #             return readme_path.read_text(encoding=\"utf-8\")\n        #         except Exception as e:\n        #             logger.warning(f\"Could not read README file at {readme_path}: {e}\")\n        #             return None\n        # logger.debug(\"No README file found in repository root.\")\n        # return None\n        base = Path(repo_dir)\n        possible_readme_names = [\"README.md\", \"README\", \"readme.md\", \"README.txt\"]\n        for name in possible_readme_names:\n            p = base / name\n            if p.exists():\n                try:\n                    assert_safe_path(base, p)\n                    logger.debug(f\"Found README file at {p}\")\n                    return safe_open_text(base, p, encoding=\"utf-8\")\n                except Exception as e:\n                    logger.warning(f\"Skipping unsafe/ unreadable README at {p}: {e}\")\n                    return None\n        logger.debug(\"No README file found in repository root.\")\n        return None\n\n    def _analyze_call_graph(self, file_tree: Dict[str, Any], repo_dir: str) -> Dict[str, Any]:\n        \"\"\"\n        Perform multi-language call graph analysis.\n\n        This method will be expanded to handle:\n        - Python AST analysis (current)\n        - JavaScript/TypeScript AST analysis (planned)\n        - Additional language support (future)\n        \"\"\"\n        logger.debug(\"Extracting code files from file tree...\")\n        code_files = self.call_graph_analyzer.extract_code_files(file_tree)\n\n        logger.debug(f\"Found {len(code_files)} total code files. Filtering for supported languages.\")\n        supported_files = self._filter_supported_languages(code_files)\n        logger.debug(f\"Analyzing {len(supported_files)} supported files.\")\n\n        result = self.call_graph_analyzer.analyze_code_files(supported_files, repo_dir)\n\n        result[\"call_graph\"][\"supported_languages\"] = self._get_supported_languages()\n        result[\"call_graph\"][\"unsupported_files\"] = len(code_files) - len(supported_files)\n\n        return result\n\n    def _filter_supported_languages(self, code_files: List[Dict]) -> List[Dict]:\n        \"\"\"\n        Filter code files to only include supported languages.\n\n        Supports Python, JavaScript, TypeScript, Java, C#, C, C++, PHP, Go, and Rust.\n        \"\"\"\n        supported_languages = {\n            \"python\",\n            \"javascript\",\n            \"typescript\",\n            \"java\",\n            \"csharp\",\n            \"c\",\n            \"cpp\",\n            \"php\",\n            \"go\",\n            \"rust\",\n            \"kotlin\",\n        }\n\n        return [\n            file_info\n            for file_info in code_files\n            if file_info.get(\"language\") in supported_languages\n        ]\n\n    def _get_supported_languages(self) -> List[str]:\n        \"\"\"Get list of currently supported languages for analysis.\"\"\"\n        return [\"python\", \"javascript\", \"typescript\", \"java\", \"csharp\", \"c\", \"cpp\", \"php\", \"kotlin\"]\n\n    def _cleanup_repository(self, temp_dir: str):\n        \"\"\"Clean up cloned repository.\"\"\"\n        logger.debug(f\"Attempting to clean up {temp_dir}\")\n        cleanup_repository(temp_dir)\n        if temp_dir in self._temp_directories:\n            self._temp_directories.remove(temp_dir)\n\n    def cleanup_all(self):\n        \"\"\"Clean up all tracked temporary directories.\"\"\"\n        for temp_dir in self._temp_directories[:]:\n            self._cleanup_repository(temp_dir)\n\n    def __del__(self):\n        \"\"\"Ensure cleanup on service destruction.\"\"\"\n        self.cleanup_all()",
+    "start_line": 24,
+    "end_line": 340,
+    "has_docstring": true,
+    "docstring": "Centralized analysis service supporting multiple programming languages.\n\nThis service orchestrates the complete analysis workflow:\n1. Repository cloning and validation\n2. File structure analysis with filtering\n3. Multi-language AST parsing and call graph generation\n4. Result consolidation and cleanup",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class AnalysisService",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository",
+    "name": "analyze_repository",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService"
+    ],
+    "source_code": "def analyze_repository(\n    github_url: str, include_patterns=None, exclude_patterns=None\n) -> tuple[AnalysisResult, None]:\n    \"\"\"\n    Backward compatibility function.\n\n    Returns:\n        tuple: (AnalysisResult, None) - None instead of temp_dir since cleanup is handled internally\n    \"\"\"\n    service = AnalysisService()\n    result = service.analyze_repository_full(github_url, include_patterns, exclude_patterns)\n    return result, None",
+    "start_line": 343,
+    "end_line": 354,
+    "has_docstring": true,
+    "docstring": "Backward compatibility function.\n\nReturns:\n    tuple: (AnalysisResult, None) - None instead of temp_dir since cleanup is handled internally",
+    "parameters": [
+      "github_url",
+      "include_patterns",
+      "exclude_patterns"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_repository",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only",
+    "name": "analyze_repository_structure_only",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only"
+    ],
+    "source_code": "def analyze_repository_structure_only(\n    github_url: str, include_patterns=None, exclude_patterns=None\n) -> tuple[Dict, None]:\n    \"\"\"\n    Backward compatibility function.\n\n    Returns:\n        tuple: (structure_result, None) - None instead of temp_dir since cleanup is handled internally\n    \"\"\"\n    service = AnalysisService()\n    result = service.analyze_repository_structure_only(\n        github_url, include_patterns, exclude_patterns\n    )\n    return result, None",
+    "start_line": 357,
+    "end_line": 370,
+    "has_docstring": true,
+    "docstring": "Backward compatibility function.\n\nReturns:\n    tuple: (structure_result, None) - None instead of temp_dir since cleanup is handled internally",
+    "parameters": [
+      "github_url",
+      "include_patterns",
+      "exclude_patterns"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_repository_structure_only",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError",
+    "name": "TimeoutError",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "depends_on": [],
+    "source_code": "class TimeoutError(Exception):\n    \"\"\"Raised when file parsing exceeds timeout.\"\"\"\n    pass",
+    "start_line": 30,
+    "end_line": 32,
+    "has_docstring": true,
+    "docstring": "Raised when file parsing exceeds timeout.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "Exception"
+    ],
+    "class_name": null,
+    "display_name": "class TimeoutError",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
+    "name": "timeout",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "depends_on": [],
+    "source_code": "def timeout(seconds):\n    \"\"\"Context manager for timeout on file parsing.\"\"\"\n    def signal_handler(signum, frame):\n        raise TimeoutError(f\"File parsing exceeded {seconds}s timeout\")\n    \n    # Only use signal on Unix systems (not Windows)\n    try:\n        old_handler = signal.signal(signal.SIGALRM, signal_handler)\n        signal.alarm(seconds)\n        yield\n    except AttributeError:\n        # Windows doesn't support SIGALRM, skip timeout\n        yield\n    finally:\n        try:\n            signal.alarm(0)\n            signal.signal(signal.SIGALRM, old_handler)\n        except (AttributeError, ValueError):\n            pass",
+    "start_line": 36,
+    "end_line": 54,
+    "has_docstring": true,
+    "docstring": "Context manager for timeout on file parsing.",
+    "parameters": [
+      "seconds"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function timeout",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler",
+    "name": "signal_handler",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError"
+    ],
+    "source_code": "    def signal_handler(signum, frame):\n        raise TimeoutError(f\"File parsing exceeded {seconds}s timeout\")",
+    "start_line": 38,
+    "end_line": 39,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "signum",
+      "frame"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function signal_handler",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+    "name": "CallGraphAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
+      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+      "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name"
+    ],
+    "source_code": "class CallGraphAnalyzer:\n    def __init__(self):\n        \"\"\"Initialize the call graph analyzer.\"\"\"\n        self.functions: Dict[str, Node] = {}\n        self.call_relationships: List[CallRelationship] = []\n        logger.debug(\"CallGraphAnalyzer initialized.\")\n\n    def analyze_code_files(self, code_files: List[Dict], base_dir: str) -> Dict:\n        \"\"\"\n        Complete analysis: Analyze all files to build complete call graph with all nodes.\n\n        This approach:\n        1. Analyzes all code files \n        2. Extracts all functions and relationships\n        3. Builds complete call graph\n        4. Returns all nodes and relationships \n        \"\"\"\n        logger.debug(f\"Starting analysis of {len(code_files)} files\")\n        logger.info(f\"📊 Parsing {len(code_files)} source files (this may take a few minutes)...\")\n\n        self.functions = {}\n        self.call_relationships = []\n        code_files = self._route_contextual_headers(code_files, base_dir)\n\n        files_analyzed = 0\n        files_failed = 0\n        start_time = time.time()\n        \n        for idx, file_info in enumerate(code_files, 1):\n            file_path = file_info['path']\n            try:\n                # Log progress every file with elapsed time\n                if idx % max(1, len(code_files) // 10) == 0 or idx <= 5:\n                    elapsed = time.time() - start_time\n                    rate = idx / elapsed if elapsed > 0 else 0\n                    remaining = (len(code_files) - idx) / rate if rate > 0 else 0\n                    logger.info(f\"  [{idx}/{len(code_files)}] {file_path} ({elapsed:.1f}s elapsed, ~{remaining:.1f}s remaining)\")\n                \n                self._analyze_code_file(base_dir, file_info)\n                files_analyzed += 1\n            except Exception as e:\n                files_failed += 1\n                logger.warning(f\"  ⚠️  [{idx}/{len(code_files)}] Failed to analyze {file_path}: {str(e)[:100]}\")\n        \n        elapsed_time = time.time() - start_time\n        logger.info(\n            f\"✓ Analysis complete: {files_analyzed}/{len(code_files)} files analyzed, \"\n            f\"{files_failed} failed, {len(self.functions)} functions, {len(self.call_relationships)} relationships ({elapsed_time:.1f}s)\"\n        )\n\n        logger.debug(\"Resolving call relationships\")\n        self._resolve_call_relationships()\n        self._deduplicate_relationships()\n        viz_data = self._generate_visualization_data()\n\n        return {\n            \"call_graph\": {\n                \"total_functions\": len(self.functions),\n                \"total_calls\": len(self.call_relationships),\n                \"languages_found\": list(set(f.get(\"language\") for f in code_files)),\n                \"files_analyzed\": files_analyzed,\n                \"analysis_approach\": \"complete_unlimited\",\n            },\n            \"functions\": [func.model_dump() for func in self.functions.values()],\n            \"relationships\": [rel.model_dump() for rel in self.call_relationships],\n            \"visualization\": viz_data,\n        }\n\n    def extract_code_files(self, file_tree: Dict) -> List[Dict]:\n        \"\"\"\n        Extract code files from file tree structure.\n\n        Filters files based on supported extensions and excludes test/config files.\n\n        Args:\n            file_tree: Nested dictionary representing file structure\n\n        Returns:\n            List of code file information dictionaries\n        \"\"\"\n        code_files = []\n\n        def traverse(tree):\n            if tree[\"type\"] == \"file\":\n                ext = tree.get(\"extension\", \"\").lower()\n                if ext in CODE_EXTENSIONS:\n                    name = tree[\"name\"].lower()\n                    if not any(skip in name for skip in []):\n                        code_files.append(\n                            {\n                                \"path\": tree[\"path\"],\n                                \"name\": tree[\"name\"],\n                                \"extension\": ext,\n                                \"language\": CODE_EXTENSIONS[ext],\n                            }\n                        )\n            elif tree[\"type\"] == \"directory\" and tree.get(\"children\"):\n                for child in tree[\"children\"]:\n                    traverse(child)\n\n        traverse(file_tree)\n        return code_files\n\n    def _route_contextual_headers(self, code_files: List[Dict], base_dir: str) -> List[Dict]:\n        \"\"\"Route ambiguous .h headers per file.\n\n        A header is parsed as C++ when its own content shows C++ signals, or\n        when the repository is C++-only (so even a signal-free header cannot be\n        C). In a mixed C/C++ repository, a plain C header stays routed as C.\n        \"\"\"\n        cpp_extensions = {\".cpp\", \".cc\", \".cxx\", \".c++\", \".hpp\", \".hxx\", \".h++\"}\n        has_cpp_files = any(\n            file_info.get(\"extension\", \"\").lower() in cpp_extensions\n            or file_info.get(\"language\") == \"cpp\"\n            for file_info in code_files\n        )\n        has_c_files = any(\n            file_info.get(\"extension\", \"\").lower() == \".c\" for file_info in code_files\n        )\n\n        routed_files = []\n        for file_info in code_files:\n            routed = dict(file_info)\n            if routed.get(\"extension\", \"\").lower() == \".h\":\n                if self._header_has_cpp_signal(base_dir, routed[\"path\"]):\n                    routed[\"language\"] = \"cpp\"\n                elif has_cpp_files and not has_c_files:\n                    routed[\"language\"] = \"cpp\"\n            routed_files.append(routed)\n        return routed_files\n\n    def _header_has_cpp_signal(self, base_dir: str, relative_path: str) -> bool:\n        base = Path(base_dir)\n        try:\n            content = safe_open_text(base, base / relative_path)\n        except Exception:\n            return False\n\n        if re.search(\n            r\"\\b(?:namespace\\s+[A-Za-z_{:]|class\\s+[A-Za-z_]|template\\s*<\"\n            r\"|typename\\b|(?:public|private|protected)\\s*:)\",\n            content,\n        ):\n            return True\n        if \"::\" in content:\n            return True\n        for header in CPP_STANDARD_HEADERS:\n            if f\"#include <{header}>\" in content:\n                return True\n        return False\n\n    def _analyze_code_file(self, repo_dir: str, file_info: Dict):\n        \"\"\"\n        Analyze a single code file based on its language.\n\n        Routes to appropriate language-specific analyzer.\n\n        Args:\n            repo_dir: Repository directory path\n            file_info: File information dictionary\n        \"\"\"\n\n        base = Path(repo_dir)\n        file_path = base / file_info[\"path\"]\n\n        try:\n            # Add timeout protection (30 seconds per file max)\n            with timeout(30):\n                content = safe_open_text(base, file_path)\n                language = file_info[\"language\"]\n                if language == \"python\":\n                    self._analyze_python_file(file_path, content, repo_dir)\n                elif language == \"javascript\":\n                    self._analyze_javascript_file(file_path, content, repo_dir)\n                elif language == \"typescript\":\n                    self._analyze_typescript_file(file_path, content, repo_dir)\n                elif language == \"java\":\n                    self._analyze_java_file(file_path, content, repo_dir)\n                elif language == \"kotlin\":\n                    self._analyze_kotlin_file(file_path, content, repo_dir)\n                elif language == \"csharp\":\n                    self._analyze_csharp_file(file_path, content, repo_dir)\n                elif language == \"c\":\n                    self._analyze_c_file(file_path, content, repo_dir)\n                elif language == \"cpp\":\n                    self._analyze_cpp_file(file_path, content, repo_dir)\n                elif language == \"php\":\n                    self._analyze_php_file(file_path, content, repo_dir)\n                # else:\n                #     logger.warning(\n                #         f\"Unsupported language for call graph analysis: {language} for file {file_path}\"\n                #     )\n\n        except TimeoutError as e:\n            logger.warning(f\"⏱️  Timeout analyzing {file_path}: {str(e)}\")\n        except Exception as e:\n            logger.debug(f\"Error analyzing {file_path}: {str(e)}\")\n            logger.debug(f\"Traceback: {traceback.format_exc()}\")\n\n    def _analyze_python_file(self, file_path: str, content: str, base_dir: str):\n        \"\"\"\n        Analyze Python file using Python AST analyzer.\n\n        Args:\n            file_path: Relative path to the Python file\n            content: File content string\n            base_dir: Repository base directory path\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.python import analyze_python_file\n\n        try:\n            functions, relationships = analyze_python_file(\n                file_path, content, repo_path=base_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Python file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_javascript_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze JavaScript file using tree-sitter based AST analyzer\n\n        Args:\n            file_path: Relative path to the JavaScript file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        try:\n\n            from codewiki.src.be.dependency_analyzer.analyzers.javascript import analyze_javascript_file_treesitter\n\n            functions, relationships = analyze_javascript_file_treesitter(\n                file_path, content, repo_path=repo_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n\n        except Exception as e:\n            logger.error(f\"Failed to analyze JavaScript file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_typescript_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze TypeScript file using tree-sitter based AST analyzer \n\n        Args:\n            file_path: Relative path to the TypeScript file\n            content: File content string\n        \"\"\"\n        try:\n\n            from codewiki.src.be.dependency_analyzer.analyzers.typescript import analyze_typescript_file_treesitter\n\n            functions, relationships = analyze_typescript_file_treesitter(\n                file_path, content, repo_path=repo_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n\n        except Exception as e:\n            logger.error(f\"Failed to analyze TypeScript file {file_path}: {e}\", exc_info=True)\n\n\n\n    def _analyze_c_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.c import analyze_c_file\n\n        functions, relationships = analyze_c_file(file_path, content, repo_path=repo_dir)\n\n        for func in functions:\n            func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n            self.functions[func_id] = func\n\n        self.call_relationships.extend(relationships)\n\n    def _analyze_cpp_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C++ file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C++ file\n            content: File content string\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.cpp import analyze_cpp_file\n\n        functions, relationships = analyze_cpp_file(\n            file_path, content, repo_path=repo_dir\n        )\n\n        for func in functions:\n            func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n            self.functions[func_id] = func\n\n        self.call_relationships.extend(relationships)\n\n    def _analyze_java_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze Java file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the Java file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.java import analyze_java_file\n\n        try:\n            functions, relationships = analyze_java_file(file_path, content, repo_path=repo_dir)\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Java file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_kotlin_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze Kotlin file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the Kotlin file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.kotlin import analyze_kotlin_file\n\n        try:\n            functions, relationships = analyze_kotlin_file(file_path, content, repo_path=repo_dir)\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Kotlin file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_csharp_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C# file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C# file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.csharp import analyze_csharp_file\n\n        try:\n            functions, relationships = analyze_csharp_file(file_path, content, repo_path=repo_dir)\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze C# file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_php_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze PHP file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the PHP file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.php import analyze_php_file\n\n        try:\n            functions, relationships = analyze_php_file(file_path, content, repo_path=repo_dir)\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze PHP file {file_path}: {e}\", exc_info=True)\n\n    def _resolve_call_relationships(self):\n        \"\"\"\n        Resolve function call relationships across all languages.\n\n        Attempts to match function calls to actual function definitions,\n        handling cross-language calls where possible.\n        \"\"\"\n        indexes = self._build_resolution_indexes()\n        for func_id, func_info in self.functions.items():\n            if not func_info.language:\n                file_ext = Path(func_info.file_path).suffix.lower()\n                func_info.language = CODE_EXTENSIONS.get(file_ext)\n\n        resolved_count = 0\n        for relationship in self.call_relationships:\n            if relationship.is_resolved and relationship.callee in self.functions:\n                continue\n\n            resolved_id = self._resolve_callee(relationship, indexes)\n            if resolved_id:\n                relationship.callee = resolved_id\n                relationship.is_resolved = True\n                resolved_count += 1\n\n        java_packages = self._java_project_packages()\n        self.call_relationships = [\n            relationship\n            for relationship in self.call_relationships\n            if relationship.is_resolved\n            or not self._is_external_callee(\n                self._caller_language(relationship.caller),\n                relationship.callee,\n                java_packages,\n            )\n        ]\n\n    def _java_project_packages(self) -> set:\n        packages = set()\n        for func_info in self.functions.values():\n            if func_info.language == \"java\":\n                package = self._java_package_for_node(func_info)\n                if package:\n                    packages.add(package)\n        return packages\n\n    def _is_external_callee(self, language: Optional[str], callee: str, java_packages: set) -> bool:\n        \"\"\"Classify a still-unresolved callee as external, after project\n        resolution has had its chance.\n\n        Rules are generic, not name lists: prefix/standard-library knowledge in\n        is_external_symbol, the C/C++ ALL_CAPS macro convention (macros are\n        never components, so such calls can never resolve), and Java package\n        origin — a dotted name qualified to a package with no prefix relation\n        to any project package came from a third-party import.\n        \"\"\"\n        if is_external_symbol(language, callee):\n            return True\n        if language in (\"c\", \"cpp\") and is_macro_name(callee):\n            return True\n        if language == \"java\" and \".\" in callee and java_packages:\n            package = callee.rsplit(\".\", 1)[0]\n            if not any(\n                package == project\n                or package.startswith(project + \".\")\n                or project.startswith(package + \".\")\n                for project in java_packages\n            ):\n                return True\n        return False\n\n    def _build_resolution_indexes(self) -> Dict[str, Dict[str, List[str]]]:\n        exact: Dict[str, List[str]] = defaultdict(list)\n        simple: Dict[str, List[str]] = defaultdict(list)\n\n        def add(index: Dict[str, List[str]], key: Optional[str], func_id: str) -> None:\n            if key and func_id not in index[key]:\n                index[key].append(func_id)\n\n        for func_id, func_info in self.functions.items():\n            add(exact, func_id, func_id)\n            add(exact, func_info.component_id, func_id)\n            add(exact, func_info.qualified_name, func_id)\n            add(exact, func_info.name, func_id)\n\n            names = {func_info.name}\n            if func_info.component_id:\n                names.add(func_info.component_id.split(\"::\")[-1])\n            if func_info.qualified_name:\n                names.add(func_info.qualified_name.split(\".\")[-1])\n                parts = func_info.qualified_name.split(\".\")\n                if len(parts) >= 2:\n                    names.add(\".\".join(parts[-2:]))\n\n            for name in names:\n                add(simple, name, func_id)\n                if name and \".\" in name:\n                    add(simple, name.split(\".\")[-1], func_id)\n\n        return {\"exact\": exact, \"simple\": simple}\n\n    def _resolve_callee(self, relationship: CallRelationship, indexes: Dict[str, Dict[str, List[str]]]) -> Optional[str]:\n        callee_name = relationship.callee\n\n        exact_match = self._unique_match(indexes[\"exact\"], callee_name)\n        if exact_match:\n            return exact_match\n\n        if \"::\" in callee_name:\n            suffix = callee_name.split(\"::\")[-1]\n            exact_match = self._unique_match(indexes[\"exact\"], suffix)\n            if exact_match:\n                return exact_match\n            simple_match = self._unique_match(indexes[\"simple\"], suffix)\n            if simple_match:\n                return simple_match\n\n        if \".\" in callee_name:\n            exact_match = self._unique_match(indexes[\"exact\"], callee_name)\n            if exact_match:\n                return exact_match\n            simple_match = self._unique_match(indexes[\"simple\"], callee_name)\n            if simple_match:\n                return simple_match\n            tail_match = self._unique_match(indexes[\"simple\"], callee_name.split(\".\")[-1])\n            if tail_match:\n                return tail_match\n\n        caller = self.functions.get(relationship.caller)\n        if caller and caller.language == \"java\" and \".\" not in callee_name:\n            package = self._java_package_for_node(caller)\n            if package:\n                same_package_match = self._unique_match(indexes[\"exact\"], f\"{package}.{callee_name}\")\n                if same_package_match:\n                    return same_package_match\n\n        return self._unique_match(indexes[\"simple\"], callee_name)\n\n    def _unique_match(self, index: Dict[str, List[str]], key: str) -> Optional[str]:\n        matches = index.get(key, [])\n        return matches[0] if len(matches) == 1 else None\n\n    def _java_package_for_node(self, node: Node) -> str:\n        qualified_name = node.qualified_name or \"\"\n        parts = qualified_name.split(\".\")\n        if len(parts) < 2:\n            return \"\"\n        if node.component_type == \"method\" and len(parts) >= 3:\n            return \".\".join(parts[:-2])\n        return \".\".join(parts[:-1])\n\n    def _caller_language(self, caller_id: str) -> Optional[str]:\n        caller = self.functions.get(caller_id)\n        if caller and caller.language:\n            return caller.language\n        if caller:\n            return CODE_EXTENSIONS.get(Path(caller.file_path).suffix.lower())\n        return None\n\n    def _deduplicate_relationships(self):\n        \"\"\"\n        Deduplicate call relationships based on caller-callee pairs.\n\n        Removes duplicate relationships while preserving the first occurrence.\n        This helps eliminate noise from multiple calls to the same function.\n        \"\"\"\n        seen = set()\n        unique_relationships = []\n\n        for rel in self.call_relationships:\n            key = (rel.caller, rel.callee)\n            if key not in seen:\n                seen.add(key)\n                unique_relationships.append(rel)\n\n        self.call_relationships = unique_relationships\n\n    def _generate_visualization_data(self) -> Dict:\n        \"\"\"\n        Generate visualization data for graph rendering.\n\n        Creates Cytoscape.js compatible graph data with nodes and edges.\n\n        Returns:\n            Dict: Visualization data with cytoscape elements and summary\n        \"\"\"\n        cytoscape_elements = []\n\n        for func_id, func_info in self.functions.items():\n            node_classes = []\n            if func_info.node_type == \"method\":\n                node_classes.append(\"node-method\")\n            else:\n                node_classes.append(\"node-function\")\n\n            file_ext = Path(func_info.file_path).suffix.lower()\n            language = func_info.language or CODE_EXTENSIONS.get(file_ext, \"unknown\")\n            if file_ext == \".py\":\n                node_classes.append(\"lang-python\")\n            elif file_ext == \".js\":\n                node_classes.append(\"lang-javascript\")\n            elif file_ext == \".ts\":\n                node_classes.append(\"lang-typescript\")\n            elif language == \"c\":\n                node_classes.append(\"lang-c\")\n            elif language == \"cpp\" or file_ext in [\".cpp\", \".cc\", \".cxx\", \".c++\", \".hpp\", \".hxx\", \".h++\"]:\n                node_classes.append(\"lang-cpp\")\n            elif file_ext in [\".kt\", \".kts\"]:\n                node_classes.append(\"lang-kotlin\")\n            elif file_ext in [\".php\", \".phtml\", \".inc\"]:\n                node_classes.append(\"lang-php\")\n\n            cytoscape_elements.append(\n                {\n                    \"data\": {\n                        \"id\": func_id,\n                        \"label\": func_info.name,\n                        \"file\": func_info.file_path,\n                        \"type\": func_info.node_type or \"function\",\n                        \"language\": language,\n                    },\n                    \"classes\": \" \".join(node_classes),\n                }\n            )\n\n        resolved_rels = [r for r in self.call_relationships if r.is_resolved]\n        for rel in resolved_rels:\n            cytoscape_elements.append(\n                {\n                    \"data\": {\n                        \"id\": f\"{rel.caller}->{rel.callee}\",\n                        \"source\": rel.caller,\n                        \"target\": rel.callee,\n                        \"line\": rel.call_line,\n                    },\n                    \"classes\": \"edge-call\",\n                }\n            )\n\n        summary = {\n            \"total_nodes\": len(self.functions),\n            \"total_edges\": len(resolved_rels),\n            \"unresolved_calls\": len(self.call_relationships) - len(resolved_rels),\n        }\n\n        return {\n            \"cytoscape\": {\"elements\": cytoscape_elements},\n            \"summary\": summary,\n        }\n\n    def generate_llm_format(self) -> Dict:\n        \"\"\"Generate clean format optimized for LLM consumption.\"\"\"\n        return {\n            \"functions\": [\n                {\n                    \"name\": func.name,\n                    \"file\": Path(func.file_path).name,\n                    \"purpose\": (func.docstring.split(\"\\n\")[0] if func.docstring else None),\n                    \"parameters\": func.parameters,\n                    \"is_recursive\": func.name\n                    in [\n                        rel.callee\n                        for rel in self.call_relationships\n                        if rel.caller.endswith(func.name)\n                    ],\n                }\n                for func in self.functions.values()\n            ],\n            \"relationships\": {\n                func.name: {\n                    \"calls\": [\n                        rel.callee.split(\":\")[-1]\n                        for rel in self.call_relationships\n                        if rel.caller.endswith(func.name) and rel.is_resolved\n                    ],\n                    \"called_by\": [\n                        rel.caller.split(\":\")[-1]\n                        for rel in self.call_relationships\n                        if rel.callee.endswith(func.name) and rel.is_resolved\n                    ],\n                }\n                for func in self.functions.values()\n            },\n        }\n\n    def _select_most_connected_nodes(self, target_count: int):\n        \"\"\"\n        Select the most connected nodes from the call graph.\n\n        Args:\n            target_count: The number of nodes to select\n        \"\"\"\n        if len(self.functions) <= target_count:\n            return\n\n        if not self.call_relationships:\n            logger.warning(\"No call relationships found - keeping all functions by name\")\n            func_ids = list(self.functions.keys())[:target_count]\n            self.functions = {fid: func for fid, func in self.functions.items() if fid in func_ids}\n            return\n\n        graph = {}\n        for rel in self.call_relationships:\n            if rel.caller in self.functions:\n                if rel.caller not in graph:\n                    graph[rel.caller] = set()\n            if rel.callee in self.functions:\n                if rel.callee not in graph:\n                    graph[rel.callee] = set()\n\n            if rel.caller in graph and rel.callee in graph:\n                graph[rel.caller].add(rel.callee)\n                graph[rel.callee].add(rel.caller)\n\n        degree_centrality = {}\n        for func_id in self.functions.keys():\n            degree_centrality[func_id] = len(graph.get(func_id, set()))\n\n        sorted_func_ids = sorted(degree_centrality, key=degree_centrality.get, reverse=True)\n\n        selected_func_ids = sorted_func_ids[:target_count]\n\n        original_func_count = len(self.functions)\n        self.functions = {\n            fid: func for fid, func in self.functions.items() if fid in selected_func_ids\n        }\n\n        original_rel_count = len(self.call_relationships)\n        self.call_relationships = [\n            rel\n            for rel in self.call_relationships\n            if rel.caller in selected_func_ids and rel.callee in selected_func_ids\n        ]",
+    "start_line": 57,
+    "end_line": 789,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class CallGraphAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
+    "name": "sanitize_github_url",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "depends_on": [],
+    "source_code": "def sanitize_github_url(github_url: str) -> str:\n    \"\"\"\n    Sanitize GitHub URL to ensure proper format and remove extra path components.\n\n    Args:\n        github_url: Raw GitHub URL or repository path\n\n    Returns:\n        str: Sanitized GitHub URL suitable for cloning\n    \"\"\"\n\n    url = github_url.strip()\n\n    protocol = \"https://\"\n    if url.startswith(\"https://\"):\n        url = url[8:]\n    elif url.startswith(\"http://\"):\n        url = url[7:]\n        protocol = \"http://\"\n\n    if url.startswith(\"www.\"):\n        url = url[4:]\n\n    parts = url.split(\"/\")\n\n    if url.startswith(\"github.com/\"):\n        url_parts = url.split(\"/\")\n        if len(url_parts) >= 3:\n            owner = url_parts[1]\n            repo = url_parts[2]\n        else:\n            return github_url\n    elif \"/\" in url and not url.startswith(\"github.com\"):\n        url_parts = url.split(\"/\")\n        if len(url_parts) >= 2:\n            owner = url_parts[0]\n            repo = url_parts[1]\n        else:\n            return github_url\n    else:\n        return github_url\n\n    if repo.endswith(\".git\"):\n        repo = repo[:-4]\n\n    return f\"{protocol}github.com/{owner}/{repo}\"",
+    "start_line": 12,
+    "end_line": 57,
+    "has_docstring": true,
+    "docstring": "Sanitize GitHub URL to ensure proper format and remove extra path components.\n\nArgs:\n    github_url: Raw GitHub URL or repository path\n\nReturns:\n    str: Sanitized GitHub URL suitable for cloning",
+    "parameters": [
+      "github_url"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function sanitize_github_url",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
+    "name": "clone_repository",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe"
+    ],
+    "source_code": "def clone_repository(github_url: str) -> str:\n    \"\"\"\n    Clone a GitHub repository to a temporary directory.\n\n    Args:\n        github_url: GitHub repository URL (will be sanitized automatically)\n\n    Returns:\n        str: Path to the cloned repository directory\n\n    Raises:\n        RuntimeError: If cloning fails or git executable is not found.\n    \"\"\"\n    if not GIT_EXECUTABLE_PATH:\n        raise RuntimeError(\n            \"Git executable not found. Please install Git and ensure it is in the system's PATH.\"\n        )\n\n    sanitized_url = sanitize_github_url(github_url)\n\n    temp_dir = tempfile.mkdtemp(prefix=\"gitprobe_\")\n\n    try:\n        if os.name == \"nt\":\n            try:\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"config\",\n                        \"--global\",\n                        \"core.longpaths\",\n                        \"true\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n            except:\n                pass\n\n        subprocess.run(\n            [\n                GIT_EXECUTABLE_PATH,\n                \"clone\",\n                \"--depth\",\n                \"1\",\n                \"--filter=blob:none\",\n                sanitized_url,\n                temp_dir,\n            ],\n            check=True,\n            capture_output=True,\n            text=True,\n            timeout=300,\n        )\n\n        if os.name == \"nt\":\n            try:\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"-C\",\n                        temp_dir,\n                        \"config\",\n                        \"core.sparseCheckout\",\n                        \"true\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n\n                sparse_checkout_path = os.path.join(temp_dir, \".git\", \"info\", \"sparse-checkout\")\n                os.makedirs(os.path.dirname(sparse_checkout_path), exist_ok=True)\n                with open(sparse_checkout_path, \"w\") as f:\n                    f.write(\"*\\n\")\n                    f.write(\"!**/tests/**/CvnF9nAXfESwhrtdkjGhX2wAkKHzwr8N2rjExPK8eZYS/**\\n\")\n                    f.write(\n                        \"!**/0x0000000000000000000000000000000000000000000000000000000000000002/**\\n\"\n                    )\n\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"-C\",\n                        temp_dir,\n                        \"read-tree\",\n                        \"-m\",\n                        \"-u\",\n                        \"HEAD\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n            except:\n                pass\n        return temp_dir\n    except subprocess.TimeoutExpired:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(\n            f\"Repository cloning timed out after 5 minutes. The repository may be too large or network is slow.\"\n        )\n    except subprocess.CalledProcessError as e:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(f\"Failed to clone repository: {e.stderr}\")\n    except FileNotFoundError:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(\n            f\"Git executable not found at '{GIT_EXECUTABLE_PATH}'. \"\n            \"Please ensure Git is installed and the path is correct.\"\n        )",
+    "start_line": 60,
+    "end_line": 171,
+    "has_docstring": true,
+    "docstring": "Clone a GitHub repository to a temporary directory.\n\nArgs:\n    github_url: GitHub repository URL (will be sanitized automatically)\n\nReturns:\n    str: Path to the cloned repository directory\n\nRaises:\n    RuntimeError: If cloning fails or git executable is not found.",
+    "parameters": [
+      "github_url"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function clone_repository",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
+    "name": "cleanup_repository_safe",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "depends_on": [],
+    "source_code": "def cleanup_repository_safe(repo_dir: str) -> bool:\n    \"\"\"\n    Windows-safe removal of the cloned repository directory.\n    Handles read-only files and permission issues common on Windows.\n\n    Args:\n        repo_dir: Path to the repository directory to remove\n\n    Returns:\n        bool: True if cleanup successful, False otherwise\n    \"\"\"\n\n    def handle_remove_readonly(func, path, exc):\n        \"\"\"Error handler for Windows read-only files.\"\"\"\n        if os.path.exists(path):\n            os.chmod(path, stat.S_IWRITE)\n            func(path)\n\n    try:\n        if os.path.exists(repo_dir):\n            if os.name == \"nt\":\n                shutil.rmtree(repo_dir, onerror=handle_remove_readonly)\n            else:\n                shutil.rmtree(repo_dir)\n            return True\n        return False\n    except PermissionError as e:\n        try:\n            time.sleep(1)\n            if os.path.exists(repo_dir):\n                for root, dirs, files in os.walk(repo_dir):\n                    for dir in dirs:\n                        os.chmod(os.path.join(root, dir), stat.S_IWRITE)\n                    for file in files:\n                        file_path = os.path.join(root, file)\n                        if os.path.exists(file_path):\n                            os.chmod(file_path, stat.S_IWRITE)\n                shutil.rmtree(repo_dir)\n            return True\n        except Exception as retry_e:\n            print(f\"⚠️ Warning: Failed to cleanup {repo_dir} after retry: {str(retry_e)}\")\n            return False\n    except Exception as e:\n        print(f\"⚠️ Warning: Failed to cleanup {repo_dir}: {str(e)}\")\n        return False",
+    "start_line": 174,
+    "end_line": 218,
+    "has_docstring": true,
+    "docstring": "Windows-safe removal of the cloned repository directory.\nHandles read-only files and permission issues common on Windows.\n\nArgs:\n    repo_dir: Path to the repository directory to remove\n\nReturns:\n    bool: True if cleanup successful, False otherwise",
+    "parameters": [
+      "repo_dir"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function cleanup_repository_safe",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly",
+    "name": "handle_remove_readonly",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "depends_on": [],
+    "source_code": "    def handle_remove_readonly(func, path, exc):\n        \"\"\"Error handler for Windows read-only files.\"\"\"\n        if os.path.exists(path):\n            os.chmod(path, stat.S_IWRITE)\n            func(path)",
+    "start_line": 186,
+    "end_line": 190,
+    "has_docstring": true,
+    "docstring": "Error handler for Windows read-only files.",
+    "parameters": [
+      "func",
+      "path",
+      "exc"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_remove_readonly",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
+    "name": "cleanup_repository",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe"
+    ],
+    "source_code": "def cleanup_repository(repo_dir: str) -> bool:\n    \"\"\"\n    Remove the cloned repository directory (wrapper for backward compatibility).\n\n    Args:\n        repo_dir: Path to the repository directory to remove\n\n    Returns:\n        bool: True if cleanup successful, False otherwise\n    \"\"\"\n    return cleanup_repository_safe(repo_dir)",
+    "start_line": 221,
+    "end_line": 231,
+    "has_docstring": true,
+    "docstring": "Remove the cloned repository directory (wrapper for backward compatibility).\n\nArgs:\n    repo_dir: Path to the repository directory to remove\n\nReturns:\n    bool: True if cleanup successful, False otherwise",
+    "parameters": [
+      "repo_dir"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function cleanup_repository",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
+    "name": "parse_github_url",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "depends_on": [],
+    "source_code": "def parse_github_url(github_url: str) -> dict:\n    \"\"\"\n    Parse GitHub URL to extract owner and repository name.\n\n    Args:\n        github_url: GitHub repository URL\n\n    Returns:\n        dict: Repository information\n    \"\"\"\n    parts = github_url.rstrip(\"/\").split(\"/\")\n    if len(parts) >= 2:\n        owner = parts[-2]\n        name = parts[-1].replace(\".git\", \"\")\n        return {\n            \"owner\": owner,\n            \"name\": name,\n            \"full_name\": f\"{owner}/{name}\",\n            \"url\": github_url,\n        }\n    return {\n        \"owner\": \"unknown\",\n        \"name\": \"unknown\",\n        \"full_name\": \"unknown\",\n        \"url\": github_url,\n    }",
+    "start_line": 234,
+    "end_line": 259,
+    "has_docstring": true,
+    "docstring": "Parse GitHub URL to extract owner and repository name.\n\nArgs:\n    github_url: GitHub repository URL\n\nReturns:\n    dict: Repository information",
+    "parameters": [
+      "github_url"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function parse_github_url",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
+    "name": "RepoAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py",
+    "depends_on": [],
+    "source_code": "class RepoAnalyzer:\n    def __init__(\n        self,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> None:\n        # Include patterns: if specified, use ONLY those patterns (replaces defaults)\n        self.include_patterns = (\n            include_patterns if include_patterns is not None else DEFAULT_INCLUDE_PATTERNS\n        )\n        # Exclude patterns: if specified, MERGE with default ignore patterns\n        self.exclude_patterns = (\n            list(DEFAULT_IGNORE_PATTERNS) + exclude_patterns\n            if exclude_patterns is not None\n            else list(DEFAULT_IGNORE_PATTERNS)\n        )\n\n    def analyze_repository_structure(self, repo_dir: str) -> Dict:\n        file_tree = self._build_file_tree(repo_dir)\n        return {\n            \"file_tree\": file_tree,\n            \"summary\": {\n                \"total_files\": self._count_files(file_tree),\n                \"total_size_kb\": self._calculate_size(file_tree),\n            },\n        }\n\n    def _build_file_tree(self, repo_dir: str) -> Dict:\n        def build_tree(path: Path, base_path: Path) -> Optional[Dict]:\n            relative_path = path.relative_to(base_path)\n            relative_path_str = str(relative_path)\n\n            # 🚫 Reject symlinks\n            if path.is_symlink():\n                return None\n\n            # 🚫 Reject escaped paths (e.g., symlinks pointing outside)\n            try:\n                if not path.resolve().is_relative_to(base_path.resolve()):\n                    return None\n            except AttributeError:\n                if not str(path.resolve()).startswith(str(base_path.resolve())):\n                    return None\n\n            if self._should_exclude_path(relative_path_str, path.name):\n                return None\n\n            if path.is_file():\n                if not self._should_include_file(relative_path_str, path.name):\n                    return None\n\n                size = path.stat().st_size\n                return {\n                    \"type\": \"file\",\n                    \"name\": path.name,\n                    \"path\": relative_path_str,\n                    \"extension\": path.suffix,\n                    \"_size_bytes\": size,\n                }\n\n            elif path.is_dir():\n                children = []\n                try:\n                    for child in sorted(path.iterdir()):\n                        child_tree = build_tree(child, base_path)\n                        if child_tree is not None:\n                            children.append(child_tree)\n                except PermissionError:\n                    pass\n\n                if children or str(relative_path) == \".\":\n                    return {\n                        \"type\": \"directory\",\n                        \"name\": path.name,\n                        \"path\": relative_path_str,\n                        \"children\": children,\n                    }\n                return None\n\n            # Other types (sockets, devices, etc.)\n            return None\n\n        return build_tree(Path(repo_dir), Path(repo_dir))\n\n    def _should_exclude_path(self, path: str, filename: str) -> bool:\n        for pattern in self.exclude_patterns:\n            if fnmatch.fnmatch(path, pattern) or fnmatch.fnmatch(filename, pattern):\n                return True\n            if pattern.endswith(\"/\") and path.startswith(pattern.rstrip(\"/\")):\n                return True\n            if path.startswith(pattern + \"/\") or path == pattern:\n                return True\n            if pattern in path.split(\"/\"):\n                return True\n        return False\n\n    def _should_include_file(self, path: str, filename: str) -> bool:\n        if not self.include_patterns:\n            return True\n        for pattern in self.include_patterns:\n            if fnmatch.fnmatch(path, pattern) or fnmatch.fnmatch(filename, pattern):\n                return True\n        return False\n\n    def _count_files(self, tree: Dict) -> int:\n        if tree[\"type\"] == \"file\":\n            return 1\n        return sum(self._count_files(child) for child in tree.get(\"children\", []))\n\n    def _calculate_size(self, tree: Dict) -> float:\n        if tree[\"type\"] == \"file\":\n            return tree.get(\"_size_bytes\", 0) / 1024\n        return sum(self._calculate_size(child) for child in tree.get(\"children\", []))",
+    "start_line": 16,
+    "end_line": 128,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class RepoAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer",
+    "name": "TreeSitterCAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/c.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/c.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+    ],
+    "source_code": "class TreeSitterCAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.c', '.h']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str) -> str:\n\t\trel_path = self._get_relative_path()\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_c.language()\n\t\tc_language = Language(language_capsule)\n\t\tparser = Parser(c_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\t# collect all top-level nodes using recursive traversal\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\t# extract relationships between top-level nodes\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\t\"\"\"Recursively extract top-level nodes (functions, structs, and global variables).\"\"\"\n\t\tnode_type = None\n\t\tnode_name = None\n\t\t\n\t\tif node.type == \"function_definition\":\n\t\t\tnode_type = \"function\"\n\t\t\t# look for function_declarator\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tif declarator:\n\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\tif identifier:\n\t\t\t\t\tnode_name = identifier.text.decode()\n\t\telif node.type == \"struct_specifier\":\n\t\t\t# Extract struct definitions: struct Name { ... }\n\t\t\tnode_type = \"struct\"\n\t\t\t# Find type_identifier that represents the struct name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"type_definition\":\n\t\t\t# Handle typedef struct definitions: typedef struct { ... } Name;\n\t\t\t# Check if this typedef contains a struct\n\t\t\tstruct_spec = next((c for c in node.children if c.type == \"struct_specifier\"), None)\n\t\t\tif struct_spec:\n\t\t\t\tnode_type = \"struct\"\n\t\t\t\t# The typedef name is the type_identifier at the end\n\t\t\t\ttype_declarator = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\t\tif type_declarator:\n\t\t\t\t\tnode_name = type_declarator.text.decode()\n\t\telif node.type == \"declaration\":\n\t\t\tif self._is_global_variable(node):\n\t\t\t\tnode_type = \"variable\"\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"init_declarator\":\n\t\t\t\t\t\tidentifier = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\t\tpointer_declarator = next((c for c in child.children if c.type == \"pointer_declarator\"), None)\n\t\t\t\t\t\tif pointer_declarator:\n\t\t\t\t\t\t\tidentifier = next((c for c in pointer_declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"c\",\n\t\t\t\tqualified_name=node_name\n\t\t\t)\n\n\t\t\tif node_type in [\"function\", \"struct\"]:\n\t\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _is_global_variable(self, node) -> bool:\n\t\tparent = node.parent\n\t\twhile parent:\n\t\t\tif parent.type == \"function_definition\":\n\t\t\t\treturn False\n\t\t\tparent = parent.parent\n\t\treturn True\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\t\"\"\"Extract various types of relationships between top-level nodes.\"\"\"\n\t\t\n\t\t# 1. function calls other functions\n\t\tif node.type == \"call_expression\":\n\t\t\tcontaining_function = self._find_containing_function(node, top_level_nodes)\n\t\t\tif containing_function:\n\t\t\t\tcontaining_function_id = self._get_component_id(containing_function)\n\t\t\t\t\n\t\t\t\t# Get called function name. External/libc filtering happens in\n\t\t\t\t# CallGraphAnalyzer after cross-file resolution, so a project\n\t\t\t\t# function that shadows a libc name still gets its edges.\n\t\t\t\tfunction_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\t\tif function_node:\n\t\t\t\t\tcalled_function = function_node.text.decode()\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\tcallee=called_function,  # Use simple name for cross-file resolution\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False  # Let CallGraphAnalyzer resolve\n\t\t\t\t\t))\n\t\t\n\t\t# 2. function uses global variables\n\t\tif node.type == \"identifier\":\n\t\t\tcontaining_function = self._find_containing_function(node, top_level_nodes)\n\t\t\tif containing_function:\n\t\t\t\tvar_name = node.text.decode()\n\t\t\t\t# Check if this identifier refers to a global variable\n\t\t\t\tif var_name in top_level_nodes and top_level_nodes[var_name].component_type == \"variable\":\n\t\t\t\t\tcontaining_function_id = self._get_component_id(containing_function)\n\t\t\t\t\tvar_component_id = self._get_component_id(var_name)\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\tcallee=var_component_id,\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=True  # Local file relationship\n\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _find_containing_function(self, node, top_level_nodes):\n\t\t\"\"\"Find the function that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\t# Get function name\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\tif identifier:\n\t\t\t\t\t\tfunc_name = identifier.text.decode()\n\t\t\t\t\t\tif func_name in top_level_nodes:\n\t\t\t\t\t\t\treturn func_name\n\t\t\tcurrent = current.parent\n\t\treturn None",
+    "start_line": 13,
+    "end_line": 211,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class TreeSitterCAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
+    "name": "analyze_c_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/c.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/c.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer"
+    ],
+    "source_code": "def analyze_c_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
+    "start_line": 213,
+    "end_line": 215,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_c_file",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer",
+    "name": "TreeSitterCppAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+    ],
+    "source_code": "class TreeSitterCppAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\n\t\tfor ext in ['.cpp', '.cc', '.cxx', '.c++', '.hpp', '.hxx', '.h++', '.h']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str, parent_class: str = None) -> str:\n\t\trel_path = self._get_relative_path()\n\t\tif parent_class:\n\t\t\treturn f\"{rel_path}::{parent_class}.{name}\"\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_cpp.language()\n\t\tcpp_language = Language(language_capsule)\n\t\tparser = Parser(cpp_language)\n\t\troot = self._parse_with_macro_recovery(parser)\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\t# collect all top-level nodes using recursive traversal\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\t# extract relationships between top-level nodes\n\t\tself._extract_relationships(root, top_level_nodes)\n\n\tdef _parse_with_macro_recovery(self, parser):\n\t\t\"\"\"Parse the original source; if it has syntax errors, retry with macro\n\t\tnormalization and keep whichever parse has fewer errors.\n\n\t\tNormalization strips ALL_CAPS tokens by naming convention, which is\n\t\twrong for code whose *types* are ALL_CAPS (e.g. Win32 `HANDLE`/`DWORD`).\n\t\tComparing error counts makes the heuristic self-correcting: clean files\n\t\tare never touched, and normalization is only kept when it demonstrably\n\t\trecovers structure.\n\t\t\"\"\"\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\tif not tree.root_node.has_error:\n\t\t\treturn tree.root_node\n\n\t\tnormalized = self._normalize_for_parser(self.content)\n\t\tif normalized == self.content:\n\t\t\treturn tree.root_node\n\n\t\tnormalized_tree = parser.parse(bytes(normalized, \"utf8\"))\n\t\tif self._count_parse_errors(normalized_tree.root_node) < self._count_parse_errors(tree.root_node):\n\t\t\treturn normalized_tree.root_node\n\t\treturn tree.root_node\n\n\tdef _count_parse_errors(self, root) -> int:\n\t\terrors = 0\n\t\tstack = [root]\n\t\twhile stack:\n\t\t\tnode = stack.pop()\n\t\t\tif node.is_error or node.is_missing:\n\t\t\t\terrors += 1\n\t\t\tstack.extend(node.children)\n\t\treturn errors\n\n\tdef _normalize_for_parser(self, content: str) -> str:\n\t\t\"\"\"Strip ALL_CAPS attribute/specifier macros that sit in front of a\n\t\tdeclaration so tree-sitter can recover the underlying signature. This is\n\t\tname-agnostic: it keys off the conventional ALL_CAPS macro spelling, not\n\t\tany specific library's prefix, and only fires in specifier position so\n\t\tidentifiers used in expressions are preserved. Line count is unchanged so\n\t\treported line numbers stay accurate.\n\t\t\"\"\"\n\t\tnormalized_lines = []\n\t\tfor line in content.splitlines():\n\t\t\tupdated = line\n\t\t\tstandalone = _STANDALONE_MACRO_RE.match(updated)\n\t\t\tif standalone and is_macro_name(standalone.group(1)):\n\t\t\t\tnormalized_lines.append(\"\")\n\t\t\t\tcontinue\n\t\t\tfor pattern in (_SPECIFIER_MACRO_CALL_RE, _SPECIFIER_MACRO_RE):\n\t\t\t\tprevious = None\n\t\t\t\twhile previous != updated:\n\t\t\t\t\tprevious = updated\n\t\t\t\t\tupdated = pattern.sub(\n\t\t\t\t\t\tlambda m: (m.group(1) + m.group(3)) if is_macro_name(m.group(2)) else m.group(0),\n\t\t\t\t\t\tupdated,\n\t\t\t\t\t)\n\t\t\tupdated = _KEYWORD_MACRO_RE.sub(\n\t\t\t\tlambda m: (m.group(1) + m.group(2)) if is_macro_name(m.group(3)) else m.group(0),\n\t\t\t\tupdated,\n\t\t\t)\n\t\t\tnormalized_lines.append(updated)\n\t\treturn \"\\n\".join(normalized_lines)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\t\"\"\"Recursively extract top-level nodes (classes, functions, global variables).\"\"\"\n\t\tnode_type = None\n\t\tnode_name = None\n\t\tcontaining_class = None\n\t\t\n\t\tif node.type == \"class_specifier\":\n\t\t\t# \"class\" + type_identifier + { ... }\n\t\t\tnode_type = \"class\"\n\t\t\t# Find type_identifier that represents the class name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"struct_specifier\":\n\t\t\t# \"struct\" + type_identifier + { ... }\n\t\t\tnode_type = \"struct\"\n\t\t\t# Find type_identifier that represents the struct name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"function_definition\":\n\t\t\t# Check if this is inside a class or function\n\t\t\tcontaining_class = self._find_containing_class_for_method(node)\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tqualified_parts = self._get_qualified_declarator_parts(declarator) if declarator else []\n\t\t\tif not containing_class and len(qualified_parts) > 1:\n\t\t\t\tcontaining_class = qualified_parts[-2]\n\t\t\tif containing_class:\n\t\t\t\tnode_type = \"method\"\n\t\t\telse:\n\t\t\t\tnode_type = \"function\"\n\t\t\t\n\t\t\tif declarator:\n\t\t\t\tfor child in declarator.children:\n\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"field_identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"qualified_identifier\":\n\t\t\t\t\t\tidentifiers = [c for c in child.children if c.type == \"identifier\"]\n\t\t\t\t\t\tif identifiers:\n\t\t\t\t\t\t\tnode_name = identifiers[-1].text.decode()\n\t\t\t\t\t\t\tbreak\n\t\telif node.type == \"declaration\":\n\t\t\tcontaining_class = self._find_containing_class_for_method(node)\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tif containing_class and declarator:\n\t\t\t\tnode_type = \"method\"\n\t\t\t\tnode_name = self._get_declarator_name(declarator)\n\t\t\telif self._is_global_variable(node):\n\t\t\t\tnode_type = \"variable\"\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"init_declarator\":\n\t\t\t\t\t\tidentifier = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\telif node.type == \"alias_declaration\":\n\t\t\t# using name = type; — aliases are real API surface (e.g. a\n\t\t\t# library's public alias for an internal template), so they are\n\t\t\t# extracted as components and can resolve call/type references.\n\t\t\tnode_type = \"type_alias\"\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"type_definition\":\n\t\t\t# typedef ... name; — the alias name is the trailing type_identifier\n\t\t\tnode_type = \"type_alias\"\n\t\t\tidentifiers = [c for c in node.children if c.type == \"type_identifier\"]\n\t\t\tif identifiers:\n\t\t\t\tnode_name = identifiers[-1].text.decode()\n\t\telif node.type == \"namespace_definition\":\n\t\t\tnode_type = \"namespace\"\n\t\t\tfound_namespace_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"namespace\":\n\t\t\t\t\tfound_namespace_keyword = True\n\t\t\t\telif found_namespace_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tif node_type == \"method\":\n\t\t\t\tcomponent_id = self._get_component_id(node_name, containing_class)\n\t\t\t\ttop_level_key = component_id\n\t\t\telse:\n\t\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\t\ttop_level_key = node_name\n\t\t\t\t\n\t\t\trelative_path = self._get_relative_path()\n\t\t\t\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=containing_class if node_type == \"method\" else None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"cpp\",\n\t\t\t\tqualified_name=f\"{containing_class}.{node_name}\" if containing_class else node_name\n\t\t\t)\n\t\t\t\n\t\t\ttop_level_nodes[top_level_key] = node_obj\n\t\t\ttop_level_nodes[component_id] = node_obj\n\t\t\tif node_type == \"method\" and containing_class:\n\t\t\t\ttop_level_nodes[f\"{containing_class}.{node_name}\"] = node_obj\n\t\t\t\ttop_level_nodes.setdefault(node_name, node_obj)\n\t\t\t\n\t\t\tif node_type in [\"class\", \"struct\", \"function\", \"method\", \"type_alias\"]:\n\t\t\t\tself.nodes.append(node_obj)\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\n\tdef _is_global_variable(self, node) -> bool:\n\t\t\"\"\"Check if a declaration node is a global variable.\"\"\"\n\t\tparent = node.parent\n\t\twhile parent:\n\t\t\tif parent.type in [\"function_definition\", \"class_specifier\", \"struct_specifier\"]:\n\t\t\t\treturn False\n\t\t\tparent = parent.parent\n\t\treturn True\n\n\tdef _get_declarator_name(self, declarator) -> Optional[str]:\n\t\t\"\"\"Extract the declared function or method name from nested declarators.\"\"\"\n\t\tfor child in declarator.children:\n\t\t\tif child.type in [\"identifier\", \"field_identifier\"]:\n\t\t\t\treturn child.text.decode()\n\t\t\tif child.type == \"qualified_identifier\":\n\t\t\t\tidentifiers = [c for c in child.children if c.type in [\"identifier\", \"field_identifier\"]]\n\t\t\t\tif identifiers:\n\t\t\t\t\treturn identifiers[-1].text.decode()\n\t\t\tif child.children:\n\t\t\t\tname = self._get_declarator_name(child)\n\t\t\t\tif name:\n\t\t\t\t\treturn name\n\t\treturn None\n\n\tdef _get_qualified_declarator_parts(self, declarator) -> list[str]:\n\t\tif declarator is None:\n\t\t\treturn []\n\t\tfor child in declarator.children:\n\t\t\tif child.type == \"qualified_identifier\":\n\t\t\t\treturn [\n\t\t\t\t\tc.text.decode()\n\t\t\t\t\tfor c in child.children\n\t\t\t\t\tif c.type in [\"identifier\", \"field_identifier\", \"type_identifier\", \"namespace_identifier\"]\n\t\t\t\t]\n\t\t\tif child.children:\n\t\t\t\tparts = self._get_qualified_declarator_parts(child)\n\t\t\t\tif parts:\n\t\t\t\t\treturn parts\n\t\treturn []\n\n\tdef _find_containing_class_for_method(self, node):\n\t\t\"\"\"Find the class that contains this method definition.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"class_specifier\":\n\t\t\t\t# Get class name\n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\telif current.type == \"struct_specifier\":\n\t\t\t\t# Get struct name \n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\tif node.type == \"call_expression\":\n\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\tif containing_function_id:\n\t\t\t\t\n\t\t\t\t# Get called function name \n\t\t\t\tcalled_function = None\n\t\t\t\treceiver_name = None\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\tcalled_function = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"field_expression\":\n\t\t\t\t\t\treceiver_name, method_name = self._get_field_call_parts(child)\n\t\t\t\t\t\tif method_name:\n\t\t\t\t\t\t\tcalled_function = method_name\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\n\t\t\t\tif called_function:\n\t\t\t\t\ttarget_method = None\n\t\t\t\t\tif receiver_name:\n\t\t\t\t\t\treceiver_type = self._find_variable_type(node, receiver_name)\n\t\t\t\t\t\tif receiver_type:\n\t\t\t\t\t\t\ttarget_method = self._find_method_component(called_function, top_level_nodes, receiver_type)\n\t\t\t\t\tif not target_method:\n\t\t\t\t\t\ttarget_method = self._find_method_component(called_function, top_level_nodes)\n\t\t\t\t\ttarget_class = self._find_class_containing_method(called_function, top_level_nodes)\n\n\t\t\t\t\tif target_method:\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=target_method,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif target_class:\n\t\t\t\t\t\ttarget_class_id = self._get_component_id(target_class)\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=target_class_id,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif called_function in top_level_nodes:\n\t\t\t\t\t\tcalled_function_id = top_level_nodes[called_function].id\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=called_function_id,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif receiver_name is not None:\n\t\t\t\t\t\t# A member call whose receiver type could not be\n\t\t\t\t\t\t# resolved: a name matching an STL member here is\n\t\t\t\t\t\t# overwhelmingly likely external, so suppress it.\n\t\t\t\t\t\tif not self._is_system_function(called_function):\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\t\tcallee=called_function,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\t\t\telif (\n\t\t\t\t\t\tnot is_macro_name(called_function)\n\t\t\t\t\t\tand called_function not in self._find_template_parameters(node)\n\t\t\t\t\t):\n\t\t\t\t\t\t# Plain calls are emitted for cross-file resolution;\n\t\t\t\t\t\t# external filtering happens centrally after the\n\t\t\t\t\t\t# project resolver has had its chance.\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=called_function,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"base_class_clause\":\n\t\t\t# Find the containing class\n\t\t\tcontaining_class = self._find_containing_class(node)\n\t\t\tif containing_class:\n\t\t\t\ttemplate_params = self._find_template_parameters(node)\n\t\t\t\t# Extract base class names\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\tbase_class = child.text.decode()\n\t\t\t\t\t\tif base_class in template_params or is_macro_name(base_class):\n\t\t\t\t\t\t\tcontinue\n\t\t\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=base_class,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"new_expression\":\n\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\tif containing_function_id:\n\t\t\t\t\n\t\t\t\t# Get the class being instantiated\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\tclass_name = child.text.decode()\n\t\t\t\t\t\tif class_name in top_level_nodes:\n\t\t\t\t\t\t\tclass_id = self._get_component_id(class_name)\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\t\tcallee=class_id,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t\t))\n\t\t\t\t\t\tbreak\n\t\t\n\t\telif node.type == \"identifier\":\n\t\t\tparent = node.parent\n\t\t\tif parent and parent.type not in [\"function_definition\", \"class_specifier\", \"declaration\", \"function_declarator\"]:\n\t\t\t\tvar_name = node.text.decode()\n\t\t\t\tif var_name in top_level_nodes and top_level_nodes[var_name].component_type == \"variable\":\n\t\t\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\t\t\tif containing_function_id:\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=var_name,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\n\tdef _get_field_call_parts(self, field_expression) -> tuple[Optional[str], Optional[str]]:\n\t\treceiver_name = None\n\t\tmethod_name = None\n\t\tfor child in field_expression.children:\n\t\t\tif child.type == \"field_identifier\":\n\t\t\t\tmethod_name = child.text.decode()\n\t\t\telif child.type == \"identifier\" and receiver_name is None:\n\t\t\t\treceiver_name = child.text.decode()\n\t\t\telif child.type == \"field_expression\" and receiver_name is None:\n\t\t\t\treceiver_name = child.text.decode().split(\".\")[-1].split(\"->\")[-1]\n\t\treturn receiver_name, method_name\n\n\tdef _find_variable_type(self, node, variable_name: str) -> Optional[str]:\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"compound_statement\", \"field_declaration_list\", \"translation_unit\"]:\n\t\t\t\tfound = self._search_variable_declaration(current, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tfound = self._search_parameter_declaration(declarator, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _search_variable_declaration(self, node, variable_name: str) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type == \"declaration\":\n\t\t\t\ttype_name = self._get_declaration_type_name(child)\n\t\t\t\tdeclared_name = self._get_declared_variable_name(child)\n\t\t\t\tif declared_name == variable_name:\n\t\t\t\t\treturn type_name or self._get_constructor_type_name(child)\n\t\t\tif child.children and child.type not in [\"class_specifier\", \"struct_specifier\", \"function_definition\"]:\n\t\t\t\tfound = self._search_variable_declaration(child, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\treturn None\n\n\tdef _search_parameter_declaration(self, node, variable_name: str) -> Optional[str]:\n\t\tif node is None:\n\t\t\treturn None\n\t\tif node.type == \"parameter_declaration\":\n\t\t\ttype_name = self._get_declaration_type_name(node)\n\t\t\tdeclared_name = self._get_declared_variable_name(node)\n\t\t\tif declared_name == variable_name:\n\t\t\t\treturn type_name\n\t\tfor child in node.children:\n\t\t\tfound = self._search_parameter_declaration(child, variable_name)\n\t\t\tif found:\n\t\t\t\treturn found\n\t\treturn None\n\n\tdef _get_declaration_type_name(self, node) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type in [\"type_identifier\", \"primitive_type\", \"qualified_identifier\"]:\n\t\t\t\treturn self._last_type_part(child.text.decode())\n\t\t\tif child.type in [\"template_type\", \"generic_type\"]:\n\t\t\t\treturn self._last_type_part(child.text.decode().split(\"<\", 1)[0])\n\t\treturn None\n\n\tdef _get_declared_variable_name(self, node) -> Optional[str]:\n\t\tfor child in reversed(node.children):\n\t\t\tif child.type in [\"identifier\", \"field_identifier\"]:\n\t\t\t\treturn child.text.decode()\n\t\t\tif child.type in [\"init_declarator\", \"pointer_declarator\", \"reference_declarator\", \"array_declarator\"]:\n\t\t\t\tname = self._get_declared_variable_name(child)\n\t\t\t\tif name:\n\t\t\t\t\treturn name\n\t\treturn None\n\n\tdef _get_constructor_type_name(self, node) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type == \"call_expression\":\n\t\t\t\tfor call_child in child.children:\n\t\t\t\t\tif call_child.type in [\"identifier\", \"type_identifier\"]:\n\t\t\t\t\t\treturn call_child.text.decode()\n\t\t\tif child.children:\n\t\t\t\tfound = self._get_constructor_type_name(child)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\treturn None\n\n\tdef _last_type_part(self, type_name: str) -> str:\n\t\treturn type_name.strip(\"&* \").split(\"::\")[-1]\n\n\tdef _find_containing_function(self, node, top_level_nodes):\n\t\t\"\"\"Find the function that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\t# Get function name\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\tif identifier:\n\t\t\t\t\t\tfunc_name = identifier.text.decode()\n\t\t\t\t\t\tif func_name in top_level_nodes:\n\t\t\t\t\t\t\treturn func_name\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _find_containing_function_or_method(self, node, top_level_nodes):\n\t\t\"\"\"Find the function or method that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tfunc_name = self._get_declarator_name(declarator)\n\t\t\t\t\tif func_name:\n\t\t\t\t\t\tcontaining_class = self._find_containing_class_for_method(current)\n\t\t\t\t\t\tqualified_parts = self._get_qualified_declarator_parts(declarator)\n\t\t\t\t\t\tif not containing_class and len(qualified_parts) > 1:\n\t\t\t\t\t\t\tcontaining_class = qualified_parts[-2]\n\t\t\t\t\t\tif containing_class:\n\t\t\t\t\t\t\treturn self._get_component_id(func_name, containing_class)\n\t\t\t\t\t\treturn self._get_component_id(func_name)\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _get_component_id_for_function(self, func_name, top_level_nodes):\n\t\tif func_name in top_level_nodes:\n\t\t\tnode_obj = top_level_nodes[func_name]\n\t\t\tif hasattr(node_obj, 'class_name') and node_obj.class_name:\n\t\t\t\treturn self._get_component_id(func_name, node_obj.class_name)\n\t\t\telse:\n\t\t\t\treturn self._get_component_id(func_name)\n\t\treturn self._get_component_id(func_name)\n\n\tdef _find_containing_class(self, node):\n\t\t\"\"\"Find the class that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"class_specifier\":\n\t\t\t\t# Get class name\n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _find_template_parameters(self, node) -> set:\n\t\t\"\"\"Collect template type-parameter names in scope at this node, so a\n\t\treference to `T`/`Char`/... is not reported as an unresolved project\n\t\tsymbol.\"\"\"\n\t\tparams = set()\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"template_declaration\":\n\t\t\t\tparam_list = next(\n\t\t\t\t\t(c for c in current.children if c.type == \"template_parameter_list\"), None\n\t\t\t\t)\n\t\t\t\tif param_list:\n\t\t\t\t\tfor param in param_list.children:\n\t\t\t\t\t\tfor child in getattr(param, \"children\", []):\n\t\t\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\t\t\tparams.add(child.text.decode())\n\t\t\tcurrent = current.parent\n\t\treturn params\n\n\tdef _is_system_function(self, func_name: str) -> bool:\n\t\t\"\"\"Check if a call target is external rather than a project function.\n\n\t\tBesides the curated standard-library set, an ALL_CAPS callee is treated as\n\t\ta macro invocation: macros are not extracted as components, so a call to\n\t\tone can never resolve to a project function and would otherwise pollute the\n\t\tgraph as unresolved noise. This only affects the unresolved fallback —\n\t\treal components in ALL_CAPS (rare in C++) are matched by the earlier\n\t\tresolution branches before this check runs.\n\t\t\"\"\"\n\t\tif is_external_symbol(\"cpp\", func_name):\n\t\t\treturn True\n\t\treturn is_macro_name(func_name)\n\n\tdef _find_method_component(self, method_name, top_level_nodes, class_name: str = None):\n\t\tif class_name:\n\t\t\tqualified_key = f\"{class_name}.{method_name}\"\n\t\t\tif qualified_key in top_level_nodes:\n\t\t\t\treturn top_level_nodes[qualified_key].id\n\t\tfor node_obj in top_level_nodes.values():\n\t\t\tif node_obj.component_type == \"method\" and node_obj.name == method_name:\n\t\t\t\treturn node_obj.id\n\t\treturn None\n\n\tdef _find_class_containing_method(self, method_name, top_level_nodes):\n\t\tfor node_name, node_obj in top_level_nodes.items():\n\t\t\tif node_obj.component_type in [\"class\", \"struct\"]:\n\t\t\t\tif self._class_has_method(node_obj, method_name):\n\t\t\t\t\treturn node_name\n\t\treturn None\n\n\tdef _class_has_method(self, class_node, method_name):\n\t\tlines = class_node.source_code.split('\\n')\n\t\tfor line in lines:\n\t\t\tif f'{method_name}(' in line and ('void' in line or 'int' in line or 'bool' in line or class_node.name in line):\n\t\t\t\treturn True\n\t\treturn False",
+    "start_line": 36,
+    "end_line": 672,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class TreeSitterCppAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
+    "name": "analyze_cpp_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer"
+    ],
+    "source_code": "def analyze_cpp_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCppAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
+    "start_line": 674,
+    "end_line": 676,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_cpp_file",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer",
+    "name": "TreeSitterCSharpAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+    ],
+    "source_code": "class TreeSitterCSharpAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.cs']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str) -> str:\n\t\trel_path = self._get_relative_path()\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_c_sharp.language()\n\t\tcs_language = Language(language_capsule)\n\t\tparser = Parser(cs_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\tnode_type = None\n\t\tnode_name = None\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\t# modifiers + class + identifier + body\n\t\t\tis_abstract = any(c.type == \"modifier\" and \"abstract\" in c.text.decode() for c in node.children)\n\t\t\tis_static = any(c.type == \"modifier\" and \"static\" in c.text.decode() for c in node.children)\n\t\t\tif is_static:\n\t\t\t\tnode_type = \"static class\"\n\t\t\telif is_abstract:\n\t\t\t\tnode_type = \"abstract class\"\n\t\t\telse:\n\t\t\t\tnode_type = \"class\"\n\t\t\t# find identifier that comes after class keyword\n\t\t\tfound_class_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"class\":\n\t\t\t\t\tfound_class_keyword = True\n\t\t\t\telif found_class_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"interface_declaration\":\n\t\t\tnode_type = \"interface\"\n\t\t\t# find identifier that comes after interface keyword\n\t\t\tfound_interface_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"interface\":\n\t\t\t\t\tfound_interface_keyword = True\n\t\t\t\telif found_interface_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"struct_declaration\":\n\t\t\tnode_type = \"struct\"\n\t\t\t# find identifier that comes after struct keyword\n\t\t\tfound_struct_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"struct\":\n\t\t\t\t\tfound_struct_keyword = True\n\t\t\t\telif found_struct_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"enum_declaration\":\n\t\t\tnode_type = \"enum\"\n\t\t\t# find identifier that comes after enum keyword\n\t\t\tfound_enum_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"enum\":\n\t\t\t\t\tfound_enum_keyword = True\n\t\t\t\telif found_enum_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"record_declaration\":\n\t\t\tnode_type = \"record\"\n\t\t\t# find identifier that comes after record keyword\n\t\t\tfound_record_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"record\":\n\t\t\t\t\tfound_record_keyword = True\n\t\t\t\telif found_record_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"delegate_declaration\":\n\t\t\tnode_type = \"delegate\"\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id\n\t\t\t)\n\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\tclass_name = self._get_identifier_name_cs(node)\n\t\t\tif class_name:\n\t\t\t\tclass_component_id = self._get_component_id(class_name)\n\t\t\t\t\n\t\t\t\tbase_list = next((c for c in node.children if c.type == \"base_list\"), None)\n\t\t\t\tif base_list:\n\t\t\t\t\tfor child in base_list.children:\n\t\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\t\tbase_name = child.text.decode()\n\t\t\t\t\t\t\tif base_name in [n.name for n in top_level_nodes.values()]:\n\t\t\t\t\t\t\t\tbase_component_id = self._get_component_id(base_name)\n\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\tcaller=class_component_id,\n\t\t\t\t\t\t\t\t\tcallee=base_component_id,\n\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"property_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\ttype_identifiers = [c for c in node.children if c.type == \"identifier\"]\n\t\t\t\tif len(type_identifiers) >= 2:\n\t\t\t\t\tproperty_type = type_identifiers[0].text.decode()\n\t\t\t\t\tif property_type and not self._is_primitive_type(property_type):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=property_type,  \n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"field_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\ttype_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\t\tif type_node:\n\t\t\t\t\tfield_type = type_node.text.decode()\n\t\t\t\t\tif field_type and not self._is_primitive_type(field_type):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=field_type, \n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"method_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\tparam_list = next((c for c in node.children if c.type == \"parameter_list\"), None)\n\t\t\t\tif param_list:\n\t\t\t\t\tfor child in param_list.children:\n\t\t\t\t\t\tif child.type == \"parameter\":\n\t\t\t\t\t\t\ttype_node = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\tif type_node:\n\t\t\t\t\t\t\t\tparam_type = type_node.text.decode()\n\t\t\t\t\t\t\t\tif param_type and not self._is_primitive_type(param_type):\n\t\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\t\t\t\tcallee=param_type,  \n\t\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _is_primitive_type(self, type_name: str) -> bool:\n\t\t\"\"\"Check if type is a C# primitive or common built-in type.\"\"\"\n\t\tprimitives = {\n\t\t\t\"bool\", \"byte\", \"sbyte\", \"char\", \"decimal\", \"double\", \"float\", \"int\", \"uint\", \n\t\t\t\"long\", \"ulong\", \"short\", \"ushort\", \"string\", \"object\", \"void\",\n\t\t\t\"Boolean\", \"Byte\", \"SByte\", \"Char\", \"Decimal\", \"Double\", \"Single\", \"Int32\", \"UInt32\",\n\t\t\t\"Int64\", \"UInt64\", \"Int16\", \"UInt16\", \"String\", \"Object\", \"Void\",\n\t\t\t\"List\", \"Dictionary\", \"IList\", \"IDictionary\", \"IEnumerable\", \"ICollection\",\n\t\t\t\"Task\", \"CancellationToken\", \"DateTime\", \"TimeSpan\", \"Guid\"\n\t\t}\n\t\treturn type_name in primitives\n\t\n\tdef _get_identifier_name(self, node):\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_identifier_name_cs(self, node):\n\t\tif node.type == \"class_declaration\":\n\t\t\tfound_class_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"class\":\n\t\t\t\t\tfound_class_keyword = True\n\t\t\t\telif found_class_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\telif node.type == \"interface_declaration\":\n\t\t\tfound_interface_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"interface\":\n\t\t\t\t\tfound_interface_keyword = True\n\t\t\t\telif found_interface_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\telif node.type == \"struct_declaration\":\n\t\t\tfound_struct_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"struct\":\n\t\t\t\t\tfound_struct_keyword = True\n\t\t\t\telif found_struct_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_type_name(self, node):\n\t\t\"\"\"Get type name from a type node.\"\"\"\n\t\tif node.type == \"identifier\":\n\t\t\treturn node.text.decode()\n\t\telif node.type == \"generic_name\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\telif node.type == \"predefined_type\":\n\t\t\treturn node.text.decode()\n\t\treturn None\n\t\n\tdef _find_containing_class(self, node, top_level_nodes):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"struct_declaration\", \"enum_declaration\", \"record_declaration\", \"delegate_declaration\"]:\n\t\t\t\tclass_name = self._get_identifier_name_cs(current)\n\t\t\t\tif class_name and class_name in top_level_nodes:\n\t\t\t\t\treturn class_name\n\t\t\tcurrent = current.parent\n\t\treturn None",
+    "start_line": 13,
+    "end_line": 292,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class TreeSitterCSharpAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file",
+    "name": "analyze_csharp_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer"
+    ],
+    "source_code": "def analyze_csharp_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCSharpAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
+    "start_line": 294,
+    "end_line": 296,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_csharp_file",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer",
+    "name": "TreeSitterJavaAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/java.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/java.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+    ],
+    "source_code": "class TreeSitterJavaAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself.package_name = self._extract_package_name()\n\t\tself.import_map, self.wildcard_imports = self._extract_imports()\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.java']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\t\"\"\"Get relative path from repo root.\"\"\"\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str, parent_class: str = None) -> str:\n\t\trel_path = self._get_relative_path()\n\t\tif parent_class:\n\t\t\treturn f\"{rel_path}::{parent_class}.{name}\"\n\t\telse:\n\t\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _extract_package_name(self) -> str:\n\t\tmatch = re.search(r\"^\\s*package\\s+([\\w.]+)\\s*;\", self.content, re.MULTILINE)\n\t\treturn match.group(1) if match else \"\"\n\n\tdef _extract_imports(self) -> tuple[dict[str, str], list[str]]:\n\t\timport_map: dict[str, str] = {}\n\t\twildcards: list[str] = []\n\t\tfor match in re.finditer(r\"^\\s*import\\s+(?:static\\s+)?([\\w.]+)(\\.\\*)?\\s*;\", self.content, re.MULTILINE):\n\t\t\timport_name = match.group(1)\n\t\t\tif match.group(2):\n\t\t\t\twildcards.append(import_name)\n\t\t\telse:\n\t\t\t\timport_map[import_name.rsplit(\".\", 1)[-1]] = import_name\n\t\treturn import_map, wildcards\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_java.language()\n\t\tjava_language = Language(language_capsule)\n\t\tparser = Parser(java_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\tnode_type = None\n\t\tnode_name = None\n\t\tqualified_name = None\n\t\tclass_name = None\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\tis_abstract = any(c.type == \"modifier\" and c.text.decode() == \"abstract\" for c in node.children)\n\t\t\tnode_type = \"abstract class\" if is_abstract else \"class\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"interface_declaration\":\n\t\t\tnode_type = \"interface\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"enum_declaration\":\n\t\t\tnode_type = \"enum\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"record_declaration\":\n\t\t\tnode_type = \"record\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"annotation_type_declaration\":\n\t\t\tnode_type = \"annotation\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"method_declaration\":\n\t\t\tnode_type = \"method\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tif name_node:\n\t\t\t\tmethod_name = name_node.text.decode()\n\t\t\t\tcontaining_types = self._find_containing_type_names(node)\n\t\t\t\tif containing_types:\n\t\t\t\t\tclass_name = containing_types[-1]\n\t\t\t\t\tnode_name = f\"{class_name}.{method_name}\"\n\t\t\t\t\tqualified_name = self._qualified_member_name(containing_types, method_name)\n\t\t\t\telse:\n\t\t\t\t\tnode_name = method_name\n\t\t\t\t\tqualified_name = self._qualify_name(method_name)\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=class_name,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"java\",\n\t\t\t\tqualified_name=qualified_name\n\t\t\t)\n\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\ttop_level_nodes[component_id] = node_obj\n\t\t\tif qualified_name:\n\t\t\t\ttop_level_nodes[qualified_name] = node_obj\n\t\t\t\ttop_level_nodes.setdefault(qualified_name.split(\".\")[-1], node_obj)\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\t# 1. Inheritance: Class extends another class\n\t\tif node.type == \"class_declaration\":\n\t\t\tclass_name = self._get_identifier_name(node)\n\t\t\tchildren_types = [c.type for c in node.children]\n\t\t\t\n\t\t\textends_node = next((c for c in node.children if c.type == \"superclass\"), None)\n\t\t\tif extends_node:\n\t\t\t\tbase_class_name = self._get_type_name(extends_node)\n\t\t\t\tif class_name and base_class_name and not self._skip_type(base_class_name, node):\n\t\t\t\t\tcaller_id = self._get_component_id(class_name)\n\t\t\t\t\tcallee_id = self._resolve_java_type(base_class_name, node, top_level_nodes)\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\tcallee=callee_id,  \n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t))\n\t\t\telse:\n\t\t\t\tlogger.debug(f\"   No superclass found for {class_name}\")\n\t\t\n\t\t# 2. Interface Implementation: Class/enum/record implements interface\n\t\tif node.type in [\"class_declaration\", \"enum_declaration\", \"record_declaration\"]:\n\t\t\timplementer_name = self._get_identifier_name(node)\n\t\t\timplements_node = next((c for c in node.children if c.type == \"super_interfaces\"), None)\n\t\t\tif implements_node and implementer_name:\n\t\t\t\tfor child in implements_node.children:\n\t\t\t\t\tif child.type == \"type_list\":\n\t\t\t\t\t\tfor type_child in child.children:\n\t\t\t\t\t\t\tif type_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\t\t\tinterface_name = self._get_type_name(type_child)\n\t\t\t\t\t\t\t\tif interface_name and not self._skip_type(interface_name, node):\n\t\t\t\t\t\t\t\t\tcaller_id = self._get_component_id(implementer_name)\n\t\t\t\t\t\t\t\t\tcallee_id = self._resolve_java_type(interface_name, node, top_level_nodes)\n\t\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\t\t\tcallee=callee_id,  \n\t\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t\t\t))\n\t\t\n\t\t# 3. Field Type Use: Class has field of another class/interface type\n\t\tif node.type == \"field_declaration\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\ttype_node = next((c for c in node.children if c.type in [\"type_identifier\", \"generic_type\"]), None)\n\t\t\tif containing_class and type_node:\n\t\t\t\tfield_type_name = self._get_type_name(type_node)\n\t\t\t\tif field_type_name and not self._skip_type(field_type_name, node):\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_class,\n\t\t\t\t\t\tcallee=self._resolve_java_type(field_type_name, node, top_level_nodes),\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t))\n\t\t\n\t\t# 4. Method Calls: Method calls on objects\n\t\tif node.type == \"method_invocation\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\tcontaining_method = self._find_containing_method(node)\n\t\t\tif containing_class:\n\t\t\t\tobject_name = None\n\t\t\t\tmethod_name = None\n\t\t\t\t\n\t\t\t\tidentifiers = [child.text.decode() for child in node.children if child.type == \"identifier\"]\n\t\t\t\tif len(identifiers) >= 2:\n\t\t\t\t\tobject_name = identifiers[0]\n\t\t\t\t\tmethod_name = identifiers[1]\n\t\t\t\telif identifiers:\n\t\t\t\t\tmethod_name = identifiers[0]\n\t\t\t\t\n\t\t\t\tif method_name:\n\t\t\t\t\ttarget_type = None\n\n\t\t\t\t\tcaller_id = containing_method or containing_class\n\n\t\t\t\t\tif object_name and object_name[:1].isupper() and object_name in top_level_nodes:\n\t\t\t\t\t\ttarget_type = object_name\n\t\t\t\t\telif object_name:\n\t\t\t\t\t\ttarget_type = self._find_variable_type(node, object_name, top_level_nodes)\n\t\t\t\t\t\tif not target_type and object_name in top_level_nodes:\n\t\t\t\t\t\t\ttarget_type = object_name\n\t\t\t\t\t\tif not target_type and object_name[:1].isupper() and not object_name.isupper():\n\t\t\t\t\t\t\t# CamelCase receiver with no matching variable reads\n\t\t\t\t\t\t\t# as a static call on a type from another file or an\n\t\t\t\t\t\t\t# import; ALL_CAPS receivers are constants, not types.\n\t\t\t\t\t\t\ttarget_type = object_name\n\n\t\t\t\t\tif target_type and not self._skip_type(target_type, node):\n\t\t\t\t\t\tcallee = self._resolve_java_member(method_name, node, top_level_nodes, target_type)\n\t\t\t\t\t\tif callee not in top_level_nodes and method_name in JAVA_OBJECT_METHODS:\n\t\t\t\t\t\t\t# Inherited java.lang.Object method that the project\n\t\t\t\t\t\t\t# type does not override locally — never a project edge.\n\t\t\t\t\t\t\tcallee = None\n\t\t\t\t\t\tif callee:\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\tcallee=callee,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\t\t\telif not object_name:\n\t\t\t\t\t\tcallee = self._resolve_java_member(method_name, node, top_level_nodes)\n\t\t\t\t\t\tif callee in top_level_nodes or self.import_map.get(method_name) == callee:\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\tcallee=callee,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\n\t\t# 5. Object Creation\n\t\tif node.type == \"object_creation_expression\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\ttype_node = next((c for c in node.children if c.type in [\"type_identifier\", \"generic_type\"]), None)\n\t\t\tif containing_class and type_node:\n\t\t\t\tcreated_type = self._get_type_name(type_node)\n\t\t\t\tif created_type and not self._skip_type(created_type, node):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class,\n\t\t\t\t\t\t\tcallee=self._resolve_java_type(created_type, node, top_level_nodes),\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _is_primitive_type(self, type_name: str) -> bool:\n\t\t\"\"\"Check if type is a Java primitive or a JDK/runtime type.\"\"\"\n\t\tprimitives = {\n\t\t\t\"boolean\", \"byte\", \"char\", \"double\", \"float\", \"int\", \"long\", \"short\",\n\t\t\t\"void\", \"var\",\n\t\t}\n\t\tsimple = self._simple_type_name(type_name)\n\t\tif simple in primitives:\n\t\t\treturn True\n\t\t# Resolve through the import map first so a runtime type written with its\n\t\t# simple name (imported from a `javax.*`/`java.*` package) is judged by its\n\t\t# fully-qualified origin. The prefix rules in is_external_symbol then\n\t\t# filter JDK/runtime packages, while project types — including sibling\n\t\t# packages like `com.other.Bar` — fall through and resolve cross-file. This\n\t\t# generalizes JDK filtering to any repository without enumerating types.\n\t\t# java.lang types (no import to consult) are covered by the curated set\n\t\t# inside is_external_symbol.\n\t\tqualified = self.import_map.get(simple)\n\t\tif qualified is None:\n\t\t\t# A wildcard import of a JDK package (`import java.util.*;`) is the\n\t\t\t# only way a JDK type outside java.lang appears with no explicit\n\t\t\t# import; project wildcard packages fall through to resolution.\n\t\t\tfor wildcard in self.wildcard_imports:\n\t\t\t\tif is_external_symbol(\"java\", f\"{wildcard}.{simple}\"):\n\t\t\t\t\treturn True\n\t\t\tqualified = simple\n\t\treturn is_external_symbol(\"java\", qualified)\n\n\tdef _resolve_java_type(self, type_name: str, context_node=None, top_level_nodes=None) -> str:\n\t\tif not type_name:\n\t\t\treturn type_name\n\t\ttype_name = self._simple_type_name(type_name)\n\t\tif \".\" in type_name:\n\t\t\treturn type_name\n\t\tif type_name in self.import_map:\n\t\t\treturn self.import_map[type_name]\n\t\tif context_node is not None and top_level_nodes is not None:\n\t\t\tcontaining_types = self._find_containing_type_names(context_node)\n\t\t\tfor idx in range(len(containing_types), 0, -1):\n\t\t\t\tcandidate = self._qualify_name(\".\".join([*containing_types[:idx], type_name]))\n\t\t\t\tif candidate in top_level_nodes:\n\t\t\t\t\treturn candidate\n\t\tif self.package_name:\n\t\t\treturn f\"{self.package_name}.{type_name}\"\n\t\treturn type_name\n\n\tdef _resolve_java_member(self, member_name: str, context_node, top_level_nodes, target_type: str = None) -> str:\n\t\tif target_type:\n\t\t\tqualified_type = self._resolve_java_type(target_type, context_node, top_level_nodes)\n\t\t\tcandidate = f\"{qualified_type}.{member_name}\"\n\t\t\tif candidate in top_level_nodes:\n\t\t\t\treturn candidate\n\t\t\tsimple_type = qualified_type.split(\".\")[-1]\n\t\t\tsimple_candidate = f\"{simple_type}.{member_name}\"\n\t\t\tif simple_candidate in top_level_nodes:\n\t\t\t\treturn simple_candidate\n\t\t\treturn candidate\n\n\t\tcontaining_types = self._find_containing_type_names(context_node)\n\t\tfor idx in range(len(containing_types), 0, -1):\n\t\t\tcandidate = self._qualified_member_name(containing_types[:idx], member_name)\n\t\t\tif candidate in top_level_nodes:\n\t\t\t\treturn candidate\n\t\t# A static import maps the bare call to its declaring type, whether\n\t\t# project (`com.foo.Util.checkNotNull`) or JDK (`java.util.Objects.requireNonNull`).\n\t\tif member_name in self.import_map:\n\t\t\treturn self.import_map[member_name]\n\t\treturn self._qualify_name(member_name)\n\n\tdef _skip_type(self, type_name: str, context_node) -> bool:\n\t\t\"\"\"Types that can never be project components: primitives, JDK/runtime\n\t\ttypes, and generic type parameters in scope (e.g. the `K`/`V` of an\n\t\tenclosing `class Cache<K, V>`).\"\"\"\n\t\tif self._is_primitive_type(type_name):\n\t\t\treturn True\n\t\treturn self._simple_type_name(type_name) in self._find_type_parameters(context_node)\n\n\tdef _find_type_parameters(self, node) -> set:\n\t\tparams = set()\n\t\tcurrent = node\n\t\twhile current:\n\t\t\tif current.type in [\n\t\t\t\t\"class_declaration\",\n\t\t\t\t\"interface_declaration\",\n\t\t\t\t\"record_declaration\",\n\t\t\t\t\"method_declaration\",\n\t\t\t]:\n\t\t\t\ttype_parameters = next(\n\t\t\t\t\t(c for c in current.children if c.type == \"type_parameters\"), None\n\t\t\t\t)\n\t\t\t\tif type_parameters:\n\t\t\t\t\tfor param in type_parameters.children:\n\t\t\t\t\t\tif param.type == \"type_parameter\":\n\t\t\t\t\t\t\tfor child in param.children:\n\t\t\t\t\t\t\t\tif child.type in [\"type_identifier\", \"identifier\"]:\n\t\t\t\t\t\t\t\t\tparams.add(child.text.decode())\n\t\t\t\t\t\t\t\t\tbreak\n\t\t\tcurrent = current.parent\n\t\treturn params\n\n\tdef _simple_type_name(self, type_name: str) -> str:\n\t\treturn type_name.strip().split(\"<\", 1)[0].strip()\n\n\tdef _qualify_name(self, name: str) -> str:\n\t\treturn f\"{self.package_name}.{name}\" if self.package_name else name\n\n\tdef _qualified_type_name(self, name: str, containing_types: list[str]) -> str:\n\t\tparts = [*containing_types, name] if name else containing_types\n\t\treturn self._qualify_name(\".\".join(parts)) if parts else \"\"\n\n\tdef _qualified_member_name(self, containing_types: list[str], member_name: str) -> str:\n\t\treturn self._qualify_name(\".\".join([*containing_types, member_name]))\n\t\n\tdef _get_identifier_name(self, node):\n\t\t\"\"\"Get identifier name from a node.\"\"\"\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_type_name(self, node):\n\t\t\"\"\"Get type name from a type node.\"\"\"\n\t\tif node.type == \"type_identifier\":\n\t\t\treturn node.text.decode()\n\t\telif node.type == \"generic_type\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\telif node.type == \"superclass\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\treturn None\n\t\n\tdef _find_containing_class(self, node, top_level_nodes):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"enum_declaration\", \"record_declaration\", \"annotation_type_declaration\"]:\n\t\t\t\tclass_name = self._get_identifier_name(current)\n\t\t\t\tif class_name and class_name in top_level_nodes:\n\t\t\t\t\treturn self._get_component_id(class_name)  \n\t\t\tcurrent = current.parent\n\t\treturn None\n\t\n\tdef _find_variable_type(self, node, variable_name, top_level_nodes):\n\t\tmethod_node = node.parent\n\t\twhile method_node and method_node.type not in [\"method_declaration\", \"constructor_declaration\"]:\n\t\t\tmethod_node = method_node.parent\n\n\t\tif method_node:\n\t\t\tfor child in method_node.children:\n\t\t\t\tif child.type == \"block\" or child.type == \"constructor_body\":\n\t\t\t\t\tvariable_type = self._search_variable_declaration(child, variable_name)\n\t\t\t\t\tif variable_type:\n\t\t\t\t\t\treturn variable_type\n\t\t\t\telif child.type == \"formal_parameters\":\n\t\t\t\t\tfor param in child.children:\n\t\t\t\t\t\tif param.type in [\"formal_parameter\", \"spread_parameter\"]:\n\t\t\t\t\t\t\ttype_node = next(\n\t\t\t\t\t\t\t\t(c for c in param.children if c.type in [\"type_identifier\", \"generic_type\"]),\n\t\t\t\t\t\t\t\tNone,\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t\tidentifier_node = next(\n\t\t\t\t\t\t\t\t(c for c in param.children if c.type == \"identifier\"), None\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t\tif (\n\t\t\t\t\t\t\t\ttype_node\n\t\t\t\t\t\t\t\tand identifier_node\n\t\t\t\t\t\t\t\tand identifier_node.text.decode() == variable_name\n\t\t\t\t\t\t\t):\n\t\t\t\t\t\t\t\treturn self._get_type_name(type_node)\n\t\t\n\t\tclass_node = node.parent\n\t\twhile class_node and class_node.type != \"class_declaration\":\n\t\t\tclass_node = class_node.parent\n\t\t\t\n\t\tif class_node:\n\t\t\tfor child in class_node.children:\n\t\t\t\tif child.type == \"class_body\":\n\t\t\t\t\tfor body_child in child.children:\n\t\t\t\t\t\tif body_child.type == \"field_declaration\":\n\t\t\t\t\t\t\tidentifier_node = None\n\t\t\t\t\t\t\ttype_node = None\n\t\t\t\t\t\t\tfor field_child in body_child.children:\n\t\t\t\t\t\t\t\tif field_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\t\t\t\ttype_node = field_child\n\t\t\t\t\t\t\t\telif field_child.type == \"variable_declarator\":\n\t\t\t\t\t\t\t\t\tidentifier_node = next((c for c in field_child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\tif identifier_node and type_node and identifier_node.text.decode() == variable_name:\n\t\t\t\t\t\t\t\tfield_type = self._get_type_name(type_node)\n\t\t\t\t\t\t\t\treturn field_type\n\t\t\n\t\treturn None\n\t\n\tdef _search_variable_declaration(self, block_node, variable_name):\n\t\tfor child in block_node.children:\n\t\t\tif child.type == \"local_variable_declaration\":\n\t\t\t\ttype_node = None\n\t\t\t\tidentifier_node = None\n\t\t\t\tfor decl_child in child.children:\n\t\t\t\t\tif decl_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\ttype_node = decl_child\n\t\t\t\t\telif decl_child.type == \"variable_declarator\":\n\t\t\t\t\t\tidentifier_node = next((c for c in decl_child.children if c.type == \"identifier\"), None)\n\t\t\t\t\n\t\t\t\tif identifier_node and type_node and identifier_node.text.decode() == variable_name:\n\t\t\t\t\treturn self._get_type_name(type_node)\n\t\t\t\n\t\t\telif child.type == \"block\":\n\t\t\t\tresult = self._search_variable_declaration(child, variable_name)\n\t\t\t\tif result:\n\t\t\t\t\treturn result\n\t\t\n\t\treturn None\n\t\n\tdef _find_containing_class_name(self, node):\n\t\tnames = self._find_containing_type_names(node)\n\t\treturn names[-1] if names else None\n\n\tdef _find_containing_type_names(self, node) -> list[str]:\n\t\tnames = []\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"enum_declaration\", \"record_declaration\", \"annotation_type_declaration\"]:\n\t\t\t\tname_node = next((c for c in current.children if c.type == \"identifier\"), None)\n\t\t\t\tif name_node:\n\t\t\t\t\tnames.append(name_node.text.decode())\n\t\t\tcurrent = current.parent\n\t\treturn list(reversed(names))\n\t\n\tdef _find_containing_method(self, node):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"method_declaration\":\n\t\t\t\tmethod_name = self._get_identifier_name(current)\n\t\t\t\tclass_name = self._find_containing_class_name(current)\n\t\t\t\tif method_name and class_name:\n\t\t\t\t\treturn self._get_component_id(f\"{class_name}.{method_name}\")\n\t\t\tcurrent = current.parent\n\t\treturn None",
+    "start_line": 18,
+    "end_line": 534,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class TreeSitterJavaAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
+    "name": "analyze_java_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/java.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/java.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer"
+    ],
+    "source_code": "def analyze_java_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterJavaAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
+    "start_line": 536,
+    "end_line": 538,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_java_file",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer",
+    "name": "TreeSitterJSAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+    ],
+    "source_code": "class TreeSitterJSAnalyzer:\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        \n        self.top_level_nodes = {}\n        \n        self.seen_relationships = set()\n\n        try:\n            language_capsule = tree_sitter_javascript.language()\n            self.js_language = Language(language_capsule)\n            self.parser = Parser(self.js_language)\n\n        except Exception as e:\n            logger.error(f\"Failed to initialize JavaScript parser: {e}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            self.parser = None\n            self.js_language = None\n\n\n    def _add_relationship(self, relationship: CallRelationship) -> bool:\n        rel_key = (relationship.caller, relationship.callee, relationship.call_line)\n        \n        if rel_key not in self.seen_relationships:\n            self.seen_relationships.add(rel_key)\n            self.call_relationships.append(relationship)\n            return True\n        return False\n\n    def analyze(self) -> None:\n        if self.parser is None:\n            logger.warning(f\"Skipping {self.file_path} - parser initialization failed\")\n            return\n\n        try:\n            tree = self.parser.parse(bytes(self.content, \"utf8\"))\n            root_node = tree.root_node\n\n            logger.debug(f\"Parsed AST with root node type: {root_node.type}\")\n\n            self._extract_functions(root_node)\n            self._extract_call_relationships(root_node)\n\n            logger.debug(\n                f\"Analysis complete: {len(self.nodes)} nodes, {len(self.call_relationships)} relationships\"\n            )\n\n        except Exception as e:\n            logger.error(f\"Error analyzing JavaScript file {self.file_path}: {e}\", exc_info=True)\n\n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.js', '.ts', '.jsx', '.tsx', '.mjs', '.cjs']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n\n    def _get_component_id(self, name: str, class_name: str = None, is_method: bool = False) -> str:\n        relative_path = self._get_relative_path()\n\n        if is_method and class_name:\n            return f\"{relative_path}::{class_name}.{name}\"\n        elif class_name and not is_method:\n            return f\"{relative_path}::{name}\"\n        else:\n            return f\"{relative_path}::{name}\"\n\n    def _find_containing_class(self, node) -> Optional[str]:\n        parent = node.parent\n        while parent:\n            if parent.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n                name_node = self._find_child_by_type(parent, \"type_identifier\")\n                if not name_node:\n                    name_node = self._find_child_by_type(parent, \"identifier\")\n                if name_node:\n                    return self._get_node_text(name_node)\n            parent = parent.parent\n        return None\n\n    def _extract_functions(self, node) -> None:\n        self._traverse_for_functions(node)\n        self.nodes.sort(key=lambda n: n.start_line)\n\n    def _traverse_for_functions(self, node) -> None:\n        if node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n            cls = self._extract_class_declaration(node)\n            if cls:\n                self.nodes.append(cls)\n                self.top_level_nodes[cls.name] = cls\n                \n                self._extract_methods_from_class(node, cls.name)\n                \n        elif node.type == \"function_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_function_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        elif node.type == \"generator_function_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_function_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        elif node.type == \"export_statement\":\n            func = self._extract_exported_function(node)\n            if func and self._should_include_function(func):\n                self.nodes.append(func)\n                self.top_level_nodes[func.name] = func\n        elif node.type == \"lexical_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_arrow_function_from_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        \n        for child in node.children:\n            self._traverse_for_functions(child)\n\n    def _extract_methods_from_class(self, class_node, class_name: str) -> None:\n        class_body = self._find_child_by_type(class_node, \"class_body\")\n        if not class_body:\n            return\n            \n        for child in class_body.children:\n            if child.type == \"method_definition\":\n                method_name = self._get_method_name(child)\n                if method_name:\n                    method_key = f\"{self._get_relative_path()}::{class_name}.{method_name}\"\n                    method_node = self._create_method_node(child, method_name, class_name)\n                    if method_node:\n                        self.top_level_nodes[method_key] = method_node\n            elif child.type == \"field_definition\":\n                # Handle arrow function properties\n                field_name = self._get_field_name(child)\n                if field_name and self._is_arrow_function_field(child):\n                    method_key = f\"{self._get_relative_path()}::{class_name}.{field_name}\"\n                    method_node = self._create_method_node(child, field_name, class_name)\n                    if method_node:\n                        self.top_level_nodes[method_key] = method_node\n\n    def _get_method_name(self, method_node) -> Optional[str]:\n        \"\"\"Get method name from method_definition node.\"\"\"\n        if method_node.type != \"method_definition\":\n            return None\n        \n        for child in method_node.children:\n            if child.type == \"property_identifier\":\n                return self._get_node_text(child)\n        return None\n\n    def _get_field_name(self, field_node) -> Optional[str]:\n        \"\"\"Get field name from field_definition node.\"\"\"\n        if field_node.type != \"field_definition\":\n            return None\n            \n        for child in field_node.children:\n            if child.type == \"property_identifier\":\n                return self._get_node_text(child)\n        return None\n\n    def _is_arrow_function_field(self, field_node) -> bool:\n        \"\"\"Check if field_definition contains an arrow function.\"\"\"\n        for child in field_node.children:\n            if child.type == \"arrow_function\":\n                return True\n        return False\n\n    def _create_method_node(self, node, method_name: str, class_name: str) -> Optional[Node]:\n        \"\"\"Create a method node for relationship mapping.\"\"\"\n        try:\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            component_id = self._get_component_id(method_name, class_name, is_method=True)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=method_name,\n                component_type=\"method\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(self.content.splitlines()[line_start - 1 : line_end]),\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=False,\n                docstring=\"\",\n                parameters=None,\n                node_type=\"method\",\n                base_classes=None,\n                class_name=class_name,\n                display_name=f\"method {method_name}\",\n                component_id=component_id\n            )\n        except Exception as e:\n            logger.debug(f\"Error creating method node for {method_name}: {e}\")\n            return None\n\n    def _extract_class_declaration(self, node) -> Optional[Node]:\n        \"\"\"Extract class/abstract class/interface declaration.\"\"\"\n        try:\n            name_node = self._find_child_by_type(node, \"type_identifier\")\n            if not name_node:\n                name_node = self._find_child_by_type(node, \"identifier\")\n            if not name_node:\n                return None\n            name = self._get_node_text(name_node)\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            docstring = None\n            base_classes = []\n            heritage_node = self._find_child_by_type(node, \"class_heritage\")\n            if heritage_node:\n                for child in heritage_node.children:\n                    if child.type in [\"identifier\", \"type_identifier\"]:\n                        base_classes.append(self._get_node_text(child))\n            code_snippet = \"\\n\".join(self.content.splitlines()[line_start - 1 : line_end])\n            \n            if node.type == \"abstract_class_declaration\":\n                node_type = \"abstract class\"\n                display_name = f\"abstract class {name}\"\n            elif node.type == \"interface_declaration\":\n                node_type = \"interface\"\n                display_name = f\"interface {name}\"\n            else:\n                node_type = \"class\"\n                display_name = f\"class {name}\"\n            \n            component_id = self._get_component_id(name, is_method=False)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=bool(docstring),\n                docstring=docstring or \"\",\n                parameters=None,\n                node_type=node_type,\n                base_classes=base_classes if base_classes else None,\n                class_name=None,\n                display_name=display_name,\n                component_id=component_id,\n            )\n        except Exception:\n            return None\n\n    def _extract_function_declaration(self, node) -> Optional[Node]:\n        try:\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if not name_node:\n                return None\n\n            func_name = self._get_node_text(name_node)\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            parameters = self._extract_parameters(node)\n            code_snippet = self._get_node_text(node)\n\n            # Check for async and generator from code snippet\n            is_async = \"async function\" in code_snippet\n            is_generator = \"function*\" in code_snippet or \"*\" in func_name\n            \n            if is_async and is_generator:\n                display_name = f\"async generator {func_name}\"\n            elif is_async:\n                display_name = f\"async function {func_name}\"\n            elif is_generator:\n                display_name = f\"generator function {func_name}\"\n            else:\n                display_name = f\"function {func_name}\"\n\n            component_id = self._get_component_id(func_name, is_method=False)\n            relative_path = self._get_relative_path()\n\n            return Node(\n                id=component_id,\n                name=func_name,\n                component_type=\"function\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=False,\n                docstring=\"\",\n                parameters=parameters,\n                node_type=\"function\",\n                base_classes=None,\n                class_name=None,\n                display_name=display_name,\n                component_id=component_id,\n            )\n        except Exception as e:\n            logger.debug(f\"Error extracting function declaration: {e}\")\n            return None\n    def _extract_exported_function(self, node) -> Optional[Node]:\n        \"\"\"Extract export function or export default function\"\"\"\n        try:\n            func_decl = self._find_child_by_type(node, \"function_declaration\")\n            if func_decl:\n                func = self._extract_function_declaration(func_decl)\n                if func:\n                    export_text = self._get_node_text(node)\n                    if \"export default\" in export_text and \"function (\" in export_text:\n                        func.name = \"default\"\n                return func\n        except Exception as e:\n            logger.debug(f\"Error extracting exported function: {e}\")\n        return None\n\n    def _extract_arrow_function_from_declaration(self, node) -> Optional[Node]:\n        \"\"\"Extract arrow function or function expression from const/let/var declarations.\"\"\"\n        try:\n            for child in node.children:\n                if child.type == \"variable_declarator\":\n                    name_node = self._find_child_by_type(child, \"identifier\")\n                    func_node = self._find_child_by_type(\n                        child, \"arrow_function\"\n                    ) or self._find_child_by_type(child, \"function_expression\")\n\n                    if name_node and func_node:\n                        func_name = self._get_node_text(name_node)\n                        line_start = func_node.start_point[0] + 1\n                        line_end = func_node.end_point[0] + 1\n                        parameters = self._extract_parameters(func_node)\n                        code_snippet = self._get_node_text(child)\n\n                        component_id = self._get_component_id(func_name, is_method=False)\n                        relative_path = self._get_relative_path()\n\n                        return Node(\n                            id=component_id,\n                            name=func_name,\n                            component_type=\"function\",\n                            file_path=str(self.file_path),\n                            relative_path=relative_path,\n                            source_code=code_snippet,\n                            start_line=line_start,\n                            end_line=line_end,\n                            has_docstring=False,\n                            docstring=\"\",\n                            parameters=parameters,\n                            node_type=\"function\",\n                            base_classes=None,\n                            class_name=None,\n                            display_name=f\"function {func_name}\",\n                            component_id=component_id,\n                        )\n            return None\n        except Exception as e:\n            logger.debug(f\"Error extracting function from declaration: {e}\")\n        return None\n\n    def _should_include_function(self, func: Node) -> bool:\n        excluded_names = {}\n\n        if func.name.lower() in excluded_names:\n            logger.debug(f\"Skipping excluded function: {func.name}\")\n            return False\n\n        return True\n\n    def _extract_parameters(self, node) -> List[str]:\n        parameters = []\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            for child in params_node.children:\n                if child.type == \"identifier\":\n                    parameters.append(self._get_node_text(child))\n        return parameters\n\n    def _extract_call_relationships(self, node) -> None:\n        current_top_level = None\n        self._traverse_for_calls(node, current_top_level)\n\n    def _traverse_for_calls(self, node, current_top_level) -> None:\n        if current_top_level:\n            self._extract_jsdoc_type_dependencies(node, current_top_level)\n        \n        if node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n            name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n                \n                heritage_node = self._find_child_by_type(node, \"class_heritage\")\n                if heritage_node:\n                    for child in heritage_node.children:\n                        if child.type in [\"identifier\", \"type_identifier\"]:\n                            base_class = self._get_node_text(child)\n                            caller_id = self._get_component_id(current_top_level)\n                            callee_id = f\"{self._get_relative_path()}::{base_class}\"\n                            inheritance_rel = CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            )\n                            self._add_relationship(inheritance_rel)\n                            \n        elif node.type == \"function_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n        elif node.type == \"generator_function_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n        elif node.type == \"lexical_declaration\":\n            for child in node.children:\n                if child.type == \"variable_declarator\":\n                    name_node = self._find_child_by_type(child, \"identifier\")\n                    func_node = self._find_child_by_type(child, \"arrow_function\") or self._find_child_by_type(child, \"function_expression\")\n                    if name_node and func_node:\n                        current_top_level = self._get_node_text(name_node)\n\n        if node.type == \"call_expression\" and current_top_level:\n            call_info = self._extract_call_from_node(node, current_top_level)\n            if call_info:\n                self._add_relationship(call_info)\n        \n        elif node.type == \"await_expression\" and current_top_level:\n            call_expr = self._find_child_by_type(node, \"call_expression\")\n            if call_expr:\n                call_info = self._extract_call_from_node(call_expr, current_top_level)\n                if call_info:\n                    self._add_relationship(call_info)\n        \n        elif node.type == \"new_expression\" and current_top_level:\n            callee_name = self._extract_callee_name(node)\n            if callee_name:\n                call_info = CallRelationship(\n                    caller=f\"{self._get_relative_path()}::{current_top_level}\",\n                    callee=f\"{self._get_relative_path()}::{callee_name}\",\n                    call_line=node.start_point[0] + 1,\n                    is_resolved=False\n                )\n                self._add_relationship(call_info)\n\n        for child in node.children:\n            self._traverse_for_calls(child, current_top_level)\n\n    def _extract_call_from_node(self, node, caller_name: str) -> Optional[CallRelationship]:\n        \"\"\"Extract call relationship from a call_expression node.\"\"\"\n        try:\n            call_line = node.start_point[0] + 1\n            callee_name = self._extract_callee_name(node)\n            \n            if not callee_name:\n                return None\n            \n            call_text = self._get_node_text(node)\n            is_method_call = \"this.\" in call_text or \"super.\" in call_text\n            \n            caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n\n            if is_method_call:\n                current_class = None\n                for node_key, node_obj in self.top_level_nodes.items():\n                    if node_obj.component_type == \"class\" and caller_name in node_key:\n                        current_class = node_obj.name\n                        break\n                \n                if current_class:\n                    method_key = f\"{self._get_relative_path()}::{current_class}.{callee_name}\"\n                    if method_key in self.top_level_nodes:\n                        return None\n            \n            callee_id = f\"{self._get_relative_path()}::{callee_name}\"\n            if callee_name in self.top_level_nodes:\n                return CallRelationship(\n                    caller=caller_id,\n                    callee=callee_id,\n                    call_line=call_line,\n                    is_resolved=True,\n                )\n            \n            return CallRelationship(\n                caller=caller_id,\n                callee=callee_id,\n                call_line=call_line,\n                is_resolved=False,\n            )\n            \n        except Exception as e:\n            logger.debug(f\"Error extracting call relationship: {e}\")\n            return None\n\n    def _extract_jsdoc_type_dependencies(self, node, caller_name: str) -> None:\n        \"\"\"Extract type dependencies from JSDoc comments.\"\"\"\n        try:\n            if hasattr(node, 'prev_sibling') and node.prev_sibling:\n                prev = node.prev_sibling\n                if prev.type == \"comment\":\n                    comment_text = self._get_node_text(prev)\n                    self._parse_jsdoc_types(comment_text, caller_name, node.start_point[0] + 1)\n            \n            for child in node.children:\n                if child.type == \"comment\":\n                    comment_text = self._get_node_text(child)\n                    self._parse_jsdoc_types(comment_text, caller_name, node.start_point[0] + 1)\n                    \n        except Exception as e:\n            logger.debug(f\"Error extracting JSDoc dependencies: {e}\")\n\n    def _parse_jsdoc_types(self, comment_text: str, caller_name: str, line_number: int) -> None:\n        \"\"\"Parse JSDoc comment text and extract type references.\"\"\"\n        import re\n        try:\n            type_patterns = [\n                r'@param\\s*\\{([^}]+)\\}',     # @param {Type}\n                r'@returns?\\s*\\{([^}]+)\\}',  # @return {Type} or @returns {Type}\n                r'@type\\s*\\{([^}]+)\\}',      # @type {Type}\n                r'@typedef\\s*\\{[^}]*\\}\\s*(\\w+)', # @typedef {Object} TypeName\n                r'@interface\\s+(\\w+)',       # @interface InterfaceName\n            ]\n            \n            for pattern in type_patterns:\n                matches = re.findall(pattern, comment_text)\n                for match in matches:\n                    type_name = match.strip()\n                    \n                    base_types = self._extract_base_types_from_jsdoc(type_name)\n                    \n                    for base_type in base_types:\n                        if base_type and not self._is_builtin_type_js(base_type):\n                            caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n                            callee_id = f\"{self._get_relative_path()}::{base_type}\"\n                            \n                            type_rel = CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=line_number,\n                                is_resolved=False \n                            )\n                            \n                            if self._add_relationship(type_rel):\n                                pass\n                                    \n        except Exception as e:\n            logger.debug(f\"Error parsing JSDoc types: {e}\")\n\n    def _extract_base_types_from_jsdoc(self, type_str: str) -> list:\n        import re\n        type_str = type_str.strip()\n        \n        base_types = []\n        \n        main_type_match = re.match(r'^(\\w+)', type_str)\n        if main_type_match:\n            base_types.append(main_type_match.group(1))\n        \n        generic_matches = re.findall(r'<([^<>]+)>', type_str)\n        for generic in generic_matches:\n            subtypes = re.findall(r'\\b(\\w+)\\b', generic)\n            base_types.extend(subtypes)\n        \n        if '|' in type_str:\n            union_types = type_str.split('|')\n            for union_type in union_types:\n                clean_type = re.match(r'\\b(\\w+)\\b', union_type.strip())\n                if clean_type:\n                    base_types.append(clean_type.group(1))\n        \n        return base_types\n\n    def _is_builtin_type_js(self, name: str) -> bool:\n        \"\"\"Check if type name is a JavaScript/JSDoc built-in type.\"\"\"\n        builtin_types = {\n            # JavaScript primitive types\n            \"string\", \"number\", \"boolean\", \"object\", \"undefined\", \"null\", \"void\", \"any\",\n            \n            # Global JavaScript types\n            \"Array\", \"Promise\", \"Date\", \"RegExp\", \"Error\", \"Map\", \"Set\", \"WeakMap\", \"WeakSet\",\n            \"Function\", \"Object\", \"String\", \"Number\", \"Boolean\", \"Symbol\", \"BigInt\",\n            \n            \"Element\", \"HTMLElement\", \"Document\", \"Window\", \"Event\", \"EventTarget\", \"Node\",\n            \"Response\", \"Request\", \"Headers\", \"URL\", \"URLSearchParams\", \"FormData\", \"Blob\", \"File\",\n            \n            # Common JSDoc generic parameters\n            \"T\", \"U\", \"V\", \"K\", \"P\", \"R\", \"E\"\n        }\n        return name in builtin_types\n\n    def _extract_callee_name(self, call_node) -> Optional[str]:\n        if not call_node.children:\n            return None\n            \n        callee_node = call_node.children[0]\n\n        if callee_node.type == \"identifier\":\n            return self._get_node_text(callee_node)\n        elif callee_node.type == \"member_expression\":\n            property_node = self._find_child_by_type(callee_node, \"property_identifier\")\n            if property_node:\n                return self._get_node_text(property_node)\n            \n            computed_property = self._find_child_by_type(callee_node, \"computed_property_name\")\n            if computed_property:\n                for child in computed_property.children:\n                    if child.type == \"identifier\":\n                        return self._get_node_text(child)\n        elif callee_node.type == \"super\":\n            return \"super\"\n        elif callee_node.type == \"this\":\n            return \"this\"\n            \n        return None\n\n    def _find_child_by_type(self, node, node_type: str):\n        \"\"\"Find first child node of specified type.\"\"\"\n        for child in node.children:\n            if child.type == node_type:\n                return child\n        return None\n\n    def _get_node_text(self, node) -> str:\n        start_byte = node.start_byte\n        end_byte = node.end_byte\n        return self.content.encode(\"utf8\")[start_byte:end_byte].decode(\"utf8\")\n\n    def _find_containing_class_name(self, method_node) -> Optional[str]:\n        current = method_node.parent\n        while current:\n            if current.type == \"class_declaration\":\n                name_node = self._find_child_by_type(current, \"identifier\")\n                if name_node:\n                    return self._get_node_text(name_node)\n            current = current.parent\n        return None\n\n    def _extract_assignment_name(self, node) -> Optional[str]:\n        if node.type == \"identifier\":\n            return self._get_node_text(node)\n        elif node.type == \"member_expression\":\n            property_node = self._find_child_by_type(node, \"property_identifier\")\n            if property_node:\n                return self._get_node_text(property_node)\n        return None",
+    "start_line": 18,
+    "end_line": 685,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class TreeSitterJSAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
+    "name": "analyze_javascript_file_treesitter",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer"
+    ],
+    "source_code": "def analyze_javascript_file_treesitter(\n    file_path: str, content: str, repo_path: str = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"Analyze a JavaScript file using tree-sitter.\"\"\"\n    try:\n        logger.debug(f\"Tree-sitter JS analysis for {file_path}\")\n        analyzer = TreeSitterJSAnalyzer(file_path, content, repo_path)\n        analyzer.analyze()\n        logger.debug(\n            f\"Found {len(analyzer.nodes)} top-level nodes, {len(analyzer.call_relationships)} calls\"\n        )\n        return analyzer.nodes, analyzer.call_relationships\n    except Exception as e:\n        logger.error(f\"Error in tree-sitter JS analysis for {file_path}: {e}\", exc_info=True)\n        return [], []",
+    "start_line": 687,
+    "end_line": 701,
+    "has_docstring": true,
+    "docstring": "Analyze a JavaScript file using tree-sitter.",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_javascript_file_treesitter",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer",
+    "name": "TreeSitterKotlinAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+    ],
+    "source_code": "class TreeSitterKotlinAnalyzer:\n    def __init__(self, file_path: str, content: str, repo_path: Optional[str] = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self._analyze()\n    \n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.kt', '.kts']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n    \n    def _get_component_id(self, name: str, parent_class: Optional[str] = None) -> str:\n        rel_path = self._get_relative_path()\n        if parent_class:\n            return f\"{rel_path}::{parent_class}.{name}\"\n        else:\n            return f\"{rel_path}::{name}\"\n\n    def _analyze(self):\n        try:\n            language_capsule = tree_sitter_kotlin.language()\n            kotlin_language = Language(language_capsule)\n            parser = Parser(kotlin_language)\n            tree = parser.parse(bytes(self.content, \"utf8\"))\n            root = tree.root_node\n            lines = self.content.splitlines()\n            \n            top_level_nodes = {}\n            \n            self._extract_nodes(root, top_level_nodes, lines)\n            self._extract_relationships(root, top_level_nodes)\n        except Exception as e:\n            logger.error(f\"Error parsing Kotlin file {self.file_path}: {e}\")\n    \n    def _extract_nodes(self, node, top_level_nodes, lines):\n        node_type = None\n        node_name = None\n        \n        if node.type == \"class_declaration\":\n            is_interface = any(c.type == \"interface\" for c in node.children)\n            \n            if is_interface:\n                node_type = \"interface\"\n            else:\n                modifiers = self._get_class_modifiers(node)\n                if \"abstract\" in modifiers:\n                    node_type = \"abstract class\"\n                elif \"data\" in modifiers:\n                    node_type = \"data class\"\n                elif \"enum\" in modifiers:\n                    node_type = \"enum class\"\n                elif \"annotation\" in modifiers:\n                    node_type = \"annotation class\"\n                else:\n                    node_type = \"class\"\n            \n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            node_name = name_node.text.decode() if name_node else None\n            \n        elif node.type == \"object_declaration\":\n            node_type = \"object\"\n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            node_name = name_node.text.decode() if name_node else None\n            \n        elif node.type == \"function_declaration\":\n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            if name_node:\n                method_name = name_node.text.decode()\n                containing_class = self._find_containing_class_name(node)\n                if containing_class:\n                    node_type = \"method\"\n                    node_name = f\"{containing_class}.{method_name}\"\n                else:\n                    node_type = \"function\"\n                    node_name = method_name\n        \n        if node_type and node_name:\n            component_id = self._get_component_id(node_name)\n            relative_path = self._get_relative_path()\n            \n            # Extract docstring if present\n            docstring = \"\"\n            if node.prev_sibling and hasattr(node.prev_sibling, \"type\"):\n                if node.prev_sibling.type in (\"line_comment\", \"block_comment\"):\n                    docstring = node.prev_sibling.text.decode().strip()\n                     \n            # Safely extract code lines\n            start_line_idx = node.start_point[0]\n            end_line_idx = node.end_point[0] + 1\n            code_snippet = \"\\n\".join(lines[start_line_idx:end_line_idx]) if start_line_idx < len(lines) else \"\"\n            \n            node_obj = Node(\n                id=component_id,\n                name=node_name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=node.start_point[0]+1,\n                end_line=node.end_point[0]+1,\n                has_docstring=bool(docstring),\n                docstring=docstring,\n                parameters=None,\n                node_type=node_type,\n                base_classes=None,\n                class_name=None,\n                display_name=f\"{node_type} {node_name}\",\n                component_id=component_id\n            )\n            self.nodes.append(node_obj)\n            top_level_nodes[node_name] = node_obj\n        \n        for child in node.children:\n            self._extract_nodes(child, top_level_nodes, lines)\n    \n    def _get_class_modifiers(self, class_node) -> set:\n        \"\"\"Extract class modifiers (abstract, data, enum, annotation, etc.).\"\"\"\n        modifiers = set()\n        modifiers_node = next((c for c in class_node.children if c.type == \"modifiers\"), None)\n        if modifiers_node:\n            for mod in modifiers_node.children:\n                if mod.type in (\"class_modifier\", \"inheritance_modifier\", \"visibility_modifier\"):\n                    for inner in mod.children:\n                        modifiers.add(inner.type)\n        return modifiers\n            \n    def _extract_relationships(self, node, top_level_nodes):\n        # 1. Inheritance and Interface Implementation via delegation_specifiers\n        if node.type == \"class_declaration\":\n            class_name = self._get_identifier_name(node)\n            delegation_specifiers = next(\n                (c for c in node.children if c.type == \"delegation_specifiers\"), None\n            )\n            if delegation_specifiers and class_name:\n                for spec in delegation_specifiers.children:\n                    if spec.type == \"delegation_specifier\":\n                        for child in spec.children:\n                            type_name = None\n                            if child.type == \"constructor_invocation\":\n                                user_type = next(\n                                    (c for c in child.children if c.type == \"user_type\"), None\n                                )\n                                if user_type:\n                                    type_name = self._get_type_name(user_type)\n                            elif child.type == \"user_type\":\n                                type_name = self._get_type_name(child)\n                            \n                            if type_name and not self._is_primitive_type(type_name):\n                                caller_id = self._get_component_id(class_name)\n                                callee_id = self._get_component_id(type_name)\n                                self.call_relationships.append(CallRelationship(\n                                    caller=caller_id,\n                                    callee=callee_id,\n                                    call_line=node.start_point[0]+1,\n                                    is_resolved=False\n                                ))\n        \n        # 2. Property Type Use (field types)\n        if node.type == \"property_declaration\":\n            containing_class = self._find_containing_class(node, top_level_nodes)\n            var_decl = next((c for c in node.children if c.type == \"variable_declaration\"), None)\n            if containing_class and var_decl:\n                type_node = next(\n                    (c for c in var_decl.children if c.type == \"user_type\"), None\n                )\n                if type_node:\n                    prop_type_name = self._get_type_name(type_node)\n                    if prop_type_name and not self._is_primitive_type(prop_type_name):\n                        self.call_relationships.append(CallRelationship(\n                            caller=containing_class,\n                            callee=prop_type_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n        \n        # 3. Constructor parameter type use\n        if node.type == \"class_parameter\":\n            containing_class_node = node.parent\n            while containing_class_node and containing_class_node.type != \"class_declaration\":\n                containing_class_node = containing_class_node.parent\n            if containing_class_node:\n                class_name = self._get_identifier_name(containing_class_node)\n                if class_name and class_name in top_level_nodes:\n                    type_node = next(\n                        (c for c in node.children if c.type == \"user_type\"), None\n                    )\n                    if type_node:\n                        param_type = self._get_type_name(type_node)\n                        if param_type and not self._is_primitive_type(param_type):\n                            caller_id = self._get_component_id(class_name)\n                            self.call_relationships.append(CallRelationship(\n                                caller=caller_id,\n                                callee=param_type,\n                                call_line=node.start_point[0]+1,\n                                is_resolved=False\n                            ))\n        \n        # 4. Method Calls / Function invocations\n        if node.type == \"call_expression\":\n            caller_id = self._find_containing_method(node) or self._find_containing_class(node, top_level_nodes)\n            \n            target_expr = next(\n                (c for c in node.children if c.type in [\"identifier\", \"navigation_expression\"]), None\n            )\n            \n            if target_expr and caller_id:\n                if target_expr.type == \"identifier\":\n                    callee_name = target_expr.text.decode()\n                    if callee_name and callee_name[0].isupper() and not self._is_primitive_type(callee_name):\n                        callee_id = self._get_component_id(callee_name)\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_id,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                    elif callee_name and not self._is_primitive_type(callee_name):\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                        \n                elif target_expr.type == \"navigation_expression\":\n                    children = list(target_expr.children)\n                    object_node = next(\n                        (c for c in children if c.type == \"identifier\"), None\n                    )\n                    method_node = None\n                    identifiers = [c for c in children if c.type == \"identifier\"]\n                    if len(identifiers) >= 2:\n                        object_node = identifiers[0]\n                        method_node = identifiers[-1]\n                    elif len(identifiers) == 1:\n                        method_node = identifiers[0]\n                        nav_child = next(\n                            (c for c in children if c.type == \"navigation_expression\"), None\n                        )\n                        if nav_child:\n                            object_node = self._get_root_identifier(nav_child)\n                        else:\n                            object_node = None\n                    \n                    if object_node and method_node:\n                        object_name = object_node.text.decode() if hasattr(object_node, 'text') else str(object_node)\n                        method_name = method_node.text.decode()\n                        \n                        target_type = None\n                        if object_name in top_level_nodes:\n                            target_type = object_name\n                        else:\n                            target_type = self._find_variable_type(node, object_name, top_level_nodes)\n                        \n                        if target_type and not self._is_primitive_type(target_type):\n                            callee_id = self._get_component_id(target_type)\n                            self.call_relationships.append(CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=node.start_point[0]+1,\n                                is_resolved=False\n                            ))\n                    elif method_node and not object_node:\n                        callee_name = method_node.text.decode()\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                        \n        for child in node.children:\n            self._extract_relationships(child, top_level_nodes)\n\n    def _is_primitive_type(self, type_name: str) -> bool:\n        \"\"\"Check if type is a Kotlin primitive or common built-in type.\"\"\"\n        primitives = {\n            \"Boolean\", \"Byte\", \"Char\", \"Double\", \"Float\", \"Int\", \"Long\", \"Short\",\n            \"String\", \"Unit\", \"Nothing\", \"Any\",\n            \"List\", \"Set\", \"Map\", \"Collection\", \"Iterable\", \"Sequence\",\n            \"MutableList\", \"MutableSet\", \"MutableMap\", \"MutableCollection\",\n            \"Array\", \"IntArray\", \"LongArray\", \"FloatArray\", \"DoubleArray\",\n            \"BooleanArray\", \"ByteArray\", \"CharArray\", \"ShortArray\",\n            \"Pair\", \"Triple\",\n        }\n        return type_name in primitives\n\n    def _get_identifier_name(self, node):\n        \"\"\"Get identifier name from a node.\"\"\"\n        name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n        return name_node.text.decode() if name_node else None\n    \n    def _get_type_name(self, node) -> Optional[str]:\n        \"\"\"Get the primary type name from a type node, stripping generics.\"\"\"\n        if node.type == \"user_type\":\n            id_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            return id_node.text.decode() if id_node else None\n        elif node.type == \"nullable_type\":\n            inner = next((c for c in node.children if c.type == \"user_type\"), None)\n            if inner:\n                return self._get_type_name(inner)\n        elif node.type == \"identifier\":\n            return node.text.decode()\n        return None\n    \n    def _get_root_identifier(self, nav_node):\n        \"\"\"Get the root identifier from a chain of navigation_expressions.\"\"\"\n        first_child = nav_node.children[0] if nav_node.children else None\n        if first_child:\n            if first_child.type == \"identifier\":\n                return first_child\n            elif first_child.type == \"navigation_expression\":\n                return self._get_root_identifier(first_child)\n        return None\n\n    def _find_containing_class_name(self, node):\n        \"\"\"Walk up to find the containing class/object/interface name.\"\"\"\n        current = node.parent\n        while current:\n            if current.type in (\"class_declaration\", \"object_declaration\"):\n                name_node = next((c for c in current.children if c.type == \"identifier\"), None)\n                if name_node:\n                    return name_node.text.decode()\n            current = current.parent\n        return None\n        \n    def _find_containing_class(self, node, top_level_nodes):\n        \"\"\"Find the component ID of the containing class.\"\"\"\n        class_name = self._find_containing_class_name(node)\n        if class_name and class_name in top_level_nodes:\n             return self._get_component_id(class_name)\n        return None\n\n    def _find_containing_method(self, node):\n        \"\"\"Find the component ID of the containing function/method.\"\"\"\n        current = node.parent\n        while current:\n            if current.type == \"function_declaration\":\n                method_name = self._get_identifier_name(current)\n                class_name = self._find_containing_class_name(current)\n                if method_name:\n                    if class_name:\n                        return self._get_component_id(f\"{class_name}.{method_name}\")\n                    return self._get_component_id(method_name)\n            current = current.parent\n        return None\n\n    def _find_variable_type(self, node, variable_name: str, top_level_nodes) -> Optional[str]:\n        \"\"\"\n        Try to resolve the type of a variable by searching local declarations,\n        function parameters, constructor parameters, and class properties.\n        \"\"\"\n        func_node = node.parent\n        while func_node and func_node.type != \"function_declaration\":\n            func_node = func_node.parent\n        \n        if func_node:\n            params_node = next(\n                (c for c in func_node.children if c.type == \"function_value_parameters\"), None\n            )\n            if params_node:\n                for param in params_node.children:\n                    if param.type == \"parameter\":\n                        param_name_node = next(\n                            (c for c in param.children if c.type == \"identifier\"), None\n                        )\n                        if param_name_node and param_name_node.text.decode() == variable_name:\n                            type_node = next(\n                                (c for c in param.children if c.type in (\"user_type\", \"nullable_type\")), None\n                            )\n                            if type_node:\n                                return self._get_type_name(type_node)\n            \n            body_node = next(\n                (c for c in func_node.children if c.type == \"function_body\"), None\n            )\n            if body_node:\n                block = next((c for c in body_node.children if c.type == \"block\"), None)\n                if block:\n                    result = self._search_variable_declaration(block, variable_name)\n                    if result:\n                        return result\n        \n        class_node = node.parent\n        while class_node and class_node.type not in (\"class_declaration\", \"object_declaration\"):\n            class_node = class_node.parent\n            \n        if class_node:\n            primary_ctor = next(\n                (c for c in class_node.children if c.type == \"primary_constructor\"), None\n            )\n            if primary_ctor:\n                class_params = next(\n                    (c for c in primary_ctor.children if c.type == \"class_parameters\"), None\n                )\n                if class_params:\n                    for param in class_params.children:\n                        if param.type == \"class_parameter\":\n                            param_name = next(\n                                (c for c in param.children if c.type == \"identifier\"), None\n                            )\n                            if param_name and param_name.text.decode() == variable_name:\n                                type_node = next(\n                                    (c for c in param.children if c.type in (\"user_type\", \"nullable_type\")), None\n                                )\n                                if type_node:\n                                    return self._get_type_name(type_node)\n            \n            class_body = next(\n                (c for c in class_node.children if c.type in (\"class_body\", \"enum_class_body\")), None\n            )\n            if class_body:\n                for body_child in class_body.children:\n                    if body_child.type == \"property_declaration\":\n                        var_decl = next(\n                            (c for c in body_child.children if c.type == \"variable_declaration\"), None\n                        )\n                        if var_decl:\n                            prop_name = next(\n                                (c for c in var_decl.children if c.type == \"identifier\"), None\n                            )\n                            if prop_name and prop_name.text.decode() == variable_name:\n                                type_node = next(\n                                    (c for c in var_decl.children if c.type in (\"user_type\", \"nullable_type\")), None\n                                )\n                                if type_node:\n                                    return self._get_type_name(type_node)\n        \n        return None\n    \n    def _search_variable_declaration(self, block_node, variable_name: str) -> Optional[str]:\n        \"\"\"Search for a local variable declaration with explicit type annotation in a block.\"\"\"\n        for child in block_node.children:\n            if child.type == \"property_declaration\":\n                var_decl = next(\n                    (c for c in child.children if c.type == \"variable_declaration\"), None\n                )\n                if var_decl:\n                    name_node = next(\n                        (c for c in var_decl.children if c.type == \"identifier\"), None\n                    )\n                    if name_node and name_node.text.decode() == variable_name:\n                        type_node = next(\n                            (c for c in var_decl.children if c.type in (\"user_type\", \"nullable_type\")), None\n                        )\n                        if type_node:\n                            return self._get_type_name(type_node)\n                        \n                        init_expr = next(\n                            (c for c in child.children if c.type == \"call_expression\"), None\n                        )\n                        if init_expr:\n                            call_id = next(\n                                (c for c in init_expr.children if c.type == \"identifier\"), None\n                            )\n                            if call_id:\n                                inferred = call_id.text.decode()\n                                if inferred and inferred[0].isupper():\n                                    return inferred\n            \n            elif child.type == \"block\":\n                result = self._search_variable_declaration(child, variable_name)\n                if result:\n                    return result\n        \n        return None",
+    "start_line": 13,
+    "end_line": 501,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class TreeSitterKotlinAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
+    "name": "analyze_kotlin_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer"
+    ],
+    "source_code": "def analyze_kotlin_file(file_path: str, content: str, repo_path: Optional[str] = None) -> Tuple[List[Node], List[CallRelationship]]:\n    analyzer = TreeSitterKotlinAnalyzer(file_path, content, repo_path)\n    return analyzer.nodes, analyzer.call_relationships",
+    "start_line": 503,
+    "end_line": 505,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_kotlin_file",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
+    "name": "NamespaceResolver",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "depends_on": [],
+    "source_code": "class NamespaceResolver:\n    \"\"\"Resolves PHP class names to fully qualified names using use statements.\"\"\"\n\n    def __init__(self):\n        self.current_namespace: str = \"\"\n        self.use_map: Dict[str, str] = {}  # alias -> fully_qualified_name\n\n    def register_namespace(self, ns: str):\n        \"\"\"Set the current namespace.\"\"\"\n        self.current_namespace = ns.replace(\"\\\\\\\\\", \"\\\\\")\n\n    def register_use(self, fqn: str, alias: str = None):\n        \"\"\"Register a use statement with optional alias.\"\"\"\n        fqn = fqn.replace(\"\\\\\\\\\", \"\\\\\").lstrip(\"\\\\\")\n        alias = alias or fqn.split(\"\\\\\")[-1]\n        self.use_map[alias] = fqn\n\n    def resolve(self, name: str) -> str:\n        \"\"\"Resolve a name to its fully qualified form.\"\"\"\n        if not name:\n            return name\n\n        name = name.replace(\"\\\\\\\\\", \"\\\\\")\n\n        # Already fully qualified\n        if name.startswith(\"\\\\\"):\n            return name[1:]\n\n        # Check use map for alias\n        if name in self.use_map:\n            return self.use_map[name]\n\n        # Check if first part is an alias (for partial qualified names)\n        parts = name.split(\"\\\\\")\n        if parts[0] in self.use_map:\n            base = self.use_map[parts[0]]\n            if len(parts) > 1:\n                return f\"{base}\\\\{'\\\\'.join(parts[1:])}\"\n            return base\n\n        # Prepend current namespace\n        if self.current_namespace:\n            return f\"{self.current_namespace}\\\\{name}\"\n\n        return name",
+    "start_line": 40,
+    "end_line": 84,
+    "has_docstring": true,
+    "docstring": "Resolves PHP class names to fully qualified names using use statements.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class NamespaceResolver",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer",
+    "name": "TreeSitterPHPAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+    ],
+    "source_code": "class TreeSitterPHPAnalyzer:\n    \"\"\"Analyzes PHP files using tree-sitter to extract nodes and relationships.\"\"\"\n\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self.namespace_resolver = NamespaceResolver()\n        self._top_level_nodes: Dict[str, Node] = {}\n\n        # Check if this is a template file that should be skipped\n        if self._is_template_file():\n            logger.debug(f\"Skipping template file: {file_path}\")\n            return\n\n        self._analyze()\n\n    def _is_template_file(self) -> bool:\n        \"\"\"Check if file is a PHP template that should be skipped.\"\"\"\n        file_str = str(self.file_path)\n\n        # Check extension patterns\n        for pattern in TEMPLATE_PATTERNS:\n            if file_str.endswith(pattern):\n                return True\n\n        # Check directory patterns\n        for dir_pattern in TEMPLATE_DIRECTORIES:\n            if f\"/{dir_pattern}/\" in file_str or f\"\\\\{dir_pattern}\\\\\" in file_str:\n                return True\n\n        return False\n\n    def _get_module_path(self) -> str:\n        \"\"\"Get module path for the file.\"\"\"\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n\n        # Remove .php extension\n        for ext in ['.php', '.phtml', '.inc']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n\n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        return str(self.file_path)\n\n    def _get_component_id(self, name: str, parent_class: str = None) -> str:\n        \"\"\"Generate component ID for a node.\"\"\"\n        rel_path = self._get_relative_path()\n        if parent_class:\n            return f\"{rel_path}::{parent_class}.{name}\"\n        return f\"{rel_path}::{name}\"\n\n    def _analyze(self):\n        \"\"\"Parse and analyze the PHP file.\"\"\"\n        try:\n            # Use language_php for mixed PHP/HTML files (most common)\n            php_lang_capsule = tree_sitter_php.language_php()\n            php_language = Language(php_lang_capsule)\n            parser = Parser(php_language)\n\n            tree = parser.parse(bytes(self.content, \"utf8\"))\n            root = tree.root_node\n            lines = self.content.splitlines()\n\n            # First pass: extract namespace and use statements\n            self._extract_namespace_info(root)\n\n            # Second pass: extract nodes\n            self._extract_nodes(root, lines, depth=0)\n\n            # Third pass: extract relationships\n            self._extract_relationships(root, depth=0)\n\n        except RecursionError:\n            logger.warning(f\"Max recursion depth exceeded in {self.file_path}\")\n        except Exception as e:\n            logger.error(f\"Error parsing PHP file {self.file_path}: {e}\")\n\n    def _extract_namespace_info(self, node, depth: int = 0):\n        \"\"\"Extract namespace and use statements from the AST.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            return\n\n        if node.type == \"namespace_definition\":\n            # Get namespace name\n            name_node = self._find_child_by_type(node, \"namespace_name\")\n            if name_node:\n                self.namespace_resolver.register_namespace(name_node.text.decode())\n\n        elif node.type == \"namespace_use_declaration\":\n            self._extract_use_statement(node)\n\n        for child in node.children:\n            self._extract_namespace_info(child, depth + 1)\n\n    def _extract_use_statement(self, node):\n        \"\"\"Extract use statement(s) from a namespace_use_declaration node.\"\"\"\n        # Handle group use: use App\\{User, Post};\n        group_node = self._find_child_by_type(node, \"namespace_use_group\")\n        if group_node:\n            prefix_node = self._find_child_by_type(node, \"namespace_name\")\n            prefix = prefix_node.text.decode() if prefix_node else \"\"\n\n            for child in group_node.children:\n                if child.type == \"namespace_use_group_clause\":\n                    name_node = self._find_child_by_type(child, \"namespace_name\")\n                    alias_node = self._find_child_by_type(child, \"namespace_aliasing_clause\")\n\n                    if name_node:\n                        fqn = f\"{prefix}\\\\{name_node.text.decode()}\" if prefix else name_node.text.decode()\n                        alias = None\n                        if alias_node:\n                            alias_name = self._find_child_by_type(alias_node, \"name\")\n                            if alias_name:\n                                alias = alias_name.text.decode()\n                        self.namespace_resolver.register_use(fqn, alias)\n        else:\n            # Handle simple use: use App\\User; or use App\\User as U;\n            for child in node.children:\n                if child.type == \"namespace_use_clause\":\n                    name_node = self._find_child_by_type(child, \"qualified_name\") or \\\n                                self._find_child_by_type(child, \"namespace_name\")\n                    alias_node = self._find_child_by_type(child, \"namespace_aliasing_clause\")\n\n                    if name_node:\n                        fqn = name_node.text.decode()\n                        alias = None\n                        if alias_node:\n                            alias_name = self._find_child_by_type(alias_node, \"name\")\n                            if alias_name:\n                                alias = alias_name.text.decode()\n                        self.namespace_resolver.register_use(fqn, alias)\n\n    def _extract_nodes(self, node, lines: List[str], depth: int = 0, parent_class: str = None):\n        \"\"\"Extract class, interface, trait, enum, function, and method nodes.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            logger.warning(f\"Max recursion depth reached in {self.file_path}\")\n            return\n\n        node_type = None\n        node_name = None\n        docstring = \"\"\n\n        # Get preceding docstring (PHPDoc)\n        docstring = self._get_preceding_docstring(node, lines)\n\n        if node.type == \"class_declaration\":\n            # Check for abstract class\n            is_abstract = any(\n                c.type == \"abstract_modifier\" or\n                (c.type == \"modifier\" and c.text.decode() == \"abstract\")\n                for c in node.children\n            )\n            node_type = \"abstract class\" if is_abstract else \"class\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"interface_declaration\":\n            node_type = \"interface\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"trait_declaration\":\n            node_type = \"trait\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"enum_declaration\":\n            node_type = \"enum\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"function_definition\":\n            node_type = \"function\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"method_declaration\":\n            node_type = \"method\"\n            name_node = self._find_child_by_type(node, \"name\")\n            if name_node:\n                method_name = name_node.text.decode()\n                containing_class = parent_class or self._find_containing_class_name(node)\n                if containing_class:\n                    node_name = f\"{containing_class}.{method_name}\"\n                else:\n                    node_name = method_name\n\n        if node_type and node_name:\n            component_id = self._get_component_id(node_name)\n            relative_path = self._get_relative_path()\n\n            # Extract parameters for functions/methods\n            parameters = None\n            if node_type in (\"function\", \"method\"):\n                parameters = self._extract_parameters(node)\n\n            # Extract base classes for classes\n            base_classes = None\n            if node_type in (\"class\", \"abstract class\"):\n                base_classes = self._extract_base_classes(node)\n\n            node_obj = Node(\n                id=component_id,\n                name=node_name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n                start_line=node.start_point[0] + 1,\n                end_line=node.end_point[0] + 1,\n                has_docstring=bool(docstring),\n                docstring=docstring,\n                parameters=parameters,\n                node_type=node_type,\n                base_classes=base_classes,\n                class_name=parent_class,\n                display_name=f\"{node_type} {node_name}\",\n                component_id=component_id\n            )\n            self.nodes.append(node_obj)\n            self._top_level_nodes[node_name] = node_obj\n\n            # Track current class for method extraction\n            if node_type in (\"class\", \"abstract class\", \"interface\", \"trait\", \"enum\"):\n                parent_class = node_name\n\n        # Recursively process children\n        for child in node.children:\n            self._extract_nodes(child, lines, depth + 1, parent_class)\n\n    def _extract_relationships(self, node, depth: int = 0):\n        \"\"\"Extract dependency relationships from the AST.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            return\n\n        # 1. Use statements (already registered, now create relationships)\n        if node.type == \"namespace_use_declaration\":\n            self._add_use_relationships(node)\n\n        # 2. Class inheritance (extends)\n        if node.type == \"class_declaration\":\n            class_name = self._get_name_from_node(node)\n            base_clause = self._find_child_by_type(node, \"base_clause\")\n            if base_clause and class_name:\n                base_name = self._get_type_from_clause(base_clause)\n                if base_name and not self._is_primitive(base_name):\n                    resolved_base = self.namespace_resolver.resolve(base_name)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(class_name),\n                        callee=resolved_base.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 3. Interface implementation (implements)\n        if node.type in (\"class_declaration\", \"enum_declaration\"):\n            implementer_name = self._get_name_from_node(node)\n            interface_clause = self._find_child_by_type(node, \"class_interface_clause\")\n            if interface_clause and implementer_name:\n                for child in interface_clause.children:\n                    if child.type in (\"name\", \"qualified_name\"):\n                        interface_name = child.text.decode()\n                        if not self._is_primitive(interface_name):\n                            resolved_interface = self.namespace_resolver.resolve(interface_name)\n                            self.call_relationships.append(CallRelationship(\n                                caller=self._get_component_id(implementer_name),\n                                callee=resolved_interface.replace(\"\\\\\", \".\"),\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            ))\n\n        # 4. Object creation (new)\n        if node.type == \"object_creation_expression\":\n            containing_class = self._find_containing_class_name(node)\n            type_node = self._find_child_by_type(node, \"name\") or \\\n                       self._find_child_by_type(node, \"qualified_name\")\n            if type_node:\n                created_type = type_node.text.decode()\n                if not self._is_primitive(created_type) and containing_class:\n                    resolved_type = self.namespace_resolver.resolve(created_type)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_type.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 5. Static method calls (::)\n        if node.type == \"scoped_call_expression\":\n            containing_class = self._find_containing_class_name(node)\n            scope_node = self._find_child_by_type(node, \"name\") or \\\n                        self._find_child_by_type(node, \"qualified_name\")\n            if scope_node and containing_class:\n                target_class = scope_node.text.decode()\n                if not self._is_primitive(target_class):\n                    resolved_target = self.namespace_resolver.resolve(target_class)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_target.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 6. Property promotion in constructor (PHP 8+)\n        if node.type == \"property_promotion_parameter\":\n            containing_class = self._find_containing_class_name(node)\n            type_node = self._find_child_by_type(node, \"type_list\") or \\\n                       self._find_child_by_type(node, \"named_type\")\n            if type_node and containing_class:\n                type_name = self._extract_type_name(type_node)\n                if type_name and not self._is_primitive(type_name):\n                    resolved_type = self.namespace_resolver.resolve(type_name)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_type.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # Recursively process children\n        for child in node.children:\n            self._extract_relationships(child, depth + 1)\n\n    def _add_use_relationships(self, node):\n        \"\"\"Add relationships for use statements.\"\"\"\n        # Get all use clauses from the declaration\n        for child in node.children:\n            if child.type == \"namespace_use_clause\":\n                name_node = self._find_child_by_type(child, \"qualified_name\") or \\\n                           self._find_child_by_type(child, \"namespace_name\")\n                if name_node:\n                    fqn = name_node.text.decode().replace(\"\\\\\", \".\")\n                    # Add relationship from file to imported class\n                    file_id = self._get_relative_path()\n                    self.call_relationships.append(CallRelationship(\n                        caller=file_id,\n                        callee=fqn,\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n            elif child.type == \"namespace_use_group\":\n                prefix_node = self._find_child_by_type(node, \"namespace_name\")\n                prefix = prefix_node.text.decode() if prefix_node else \"\"\n\n                for group_child in child.children:\n                    if group_child.type == \"namespace_use_group_clause\":\n                        name_node = self._find_child_by_type(group_child, \"namespace_name\")\n                        if name_node:\n                            fqn = f\"{prefix}\\\\{name_node.text.decode()}\" if prefix else name_node.text.decode()\n                            file_id = self._get_relative_path()\n                            self.call_relationships.append(CallRelationship(\n                                caller=file_id,\n                                callee=fqn.replace(\"\\\\\", \".\"),\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            ))\n\n    def _find_child_by_type(self, node, child_type: str):\n        \"\"\"Find first child of a specific type.\"\"\"\n        for child in node.children:\n            if child.type == child_type:\n                return child\n        return None\n\n    def _get_name_from_node(self, node) -> Optional[str]:\n        \"\"\"Get name from a declaration node.\"\"\"\n        name_node = self._find_child_by_type(node, \"name\")\n        return name_node.text.decode() if name_node else None\n\n    def _get_type_from_clause(self, clause_node) -> Optional[str]:\n        \"\"\"Extract type name from a base_clause or interface_clause.\"\"\"\n        for child in clause_node.children:\n            if child.type in (\"name\", \"qualified_name\"):\n                return child.text.decode()\n        return None\n\n    def _extract_type_name(self, type_node) -> Optional[str]:\n        \"\"\"Extract type name from a type node.\"\"\"\n        if type_node.type == \"named_type\":\n            name_node = self._find_child_by_type(type_node, \"name\") or \\\n                       self._find_child_by_type(type_node, \"qualified_name\")\n            if name_node:\n                return name_node.text.decode()\n        elif type_node.type in (\"name\", \"qualified_name\"):\n            return type_node.text.decode()\n        elif type_node.type == \"type_list\":\n            # Get first type from union/intersection\n            for child in type_node.children:\n                if child.type == \"named_type\":\n                    return self._extract_type_name(child)\n        return type_node.text.decode() if hasattr(type_node, 'text') else None\n\n    def _find_containing_class_name(self, node) -> Optional[str]:\n        \"\"\"Find the name of the containing class/interface/trait/enum.\"\"\"\n        current = node.parent\n        while current:\n            if current.type in (\"class_declaration\", \"interface_declaration\",\n                               \"trait_declaration\", \"enum_declaration\"):\n                name_node = self._find_child_by_type(current, \"name\")\n                if name_node:\n                    return name_node.text.decode()\n            current = current.parent\n        return None\n\n    def _get_preceding_docstring(self, node, lines: List[str]) -> str:\n        \"\"\"Extract PHPDoc comment preceding a node.\"\"\"\n        if node.start_point[0] == 0:\n            return \"\"\n\n        # Look at previous sibling or check lines before\n        prev_sibling = node.prev_named_sibling\n        if prev_sibling and prev_sibling.type == \"comment\":\n            comment_text = prev_sibling.text.decode()\n            if comment_text.startswith(\"/**\"):\n                return comment_text\n\n        # Check lines directly before the node\n        start_line = node.start_point[0]\n        if start_line > 0:\n            for i in range(start_line - 1, max(0, start_line - 10), -1):\n                line = lines[i].strip() if i < len(lines) else \"\"\n                if line.endswith(\"*/\"):\n                    # Found end of docblock, now find start\n                    docblock_lines = []\n                    for j in range(i, max(0, i - 50), -1):\n                        docblock_lines.insert(0, lines[j] if j < len(lines) else \"\")\n                        if \"/**\" in (lines[j] if j < len(lines) else \"\"):\n                            return \"\\n\".join(docblock_lines)\n                elif line and not line.startswith(\"*\") and not line.startswith(\"/**\"):\n                    break\n\n        return \"\"\n\n    def _extract_parameters(self, node) -> Optional[List[str]]:\n        \"\"\"Extract function/method parameters as list of strings.\"\"\"\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            params = []\n            for child in params_node.children:\n                if child.type in (\"simple_parameter\", \"property_promotion_parameter\", \"variadic_parameter\"):\n                    # Get the variable name\n                    var_node = self._find_child_by_type(child, \"variable_name\")\n                    if var_node:\n                        param_text = var_node.text.decode()\n                        # Get type if present\n                        type_node = self._find_child_by_type(child, \"named_type\") or \\\n                                   self._find_child_by_type(child, \"primitive_type\")\n                        if type_node:\n                            param_text = f\"{type_node.text.decode()} {param_text}\"\n                        params.append(param_text)\n            return params if params else None\n        return None\n\n    def _extract_base_classes(self, node) -> Optional[List[str]]:\n        \"\"\"Extract base class names from a class declaration.\"\"\"\n        base_classes = []\n\n        base_clause = self._find_child_by_type(node, \"base_clause\")\n        if base_clause:\n            for child in base_clause.children:\n                if child.type in (\"name\", \"qualified_name\"):\n                    base_classes.append(child.text.decode())\n\n        interface_clause = self._find_child_by_type(node, \"class_interface_clause\")\n        if interface_clause:\n            for child in interface_clause.children:\n                if child.type in (\"name\", \"qualified_name\"):\n                    base_classes.append(child.text.decode())\n\n        return base_classes if base_classes else None\n\n    def _is_primitive(self, type_name: str) -> bool:\n        \"\"\"Check if type is a PHP primitive or built-in type.\"\"\"\n        if not type_name:\n            return True\n        # Remove leading backslash and check\n        clean_name = type_name.lstrip(\"\\\\\").split(\"\\\\\")[-1]\n        return clean_name.lower() in {p.lower() for p in PHP_PRIMITIVES}",
+    "start_line": 87,
+    "end_line": 582,
+    "has_docstring": true,
+    "docstring": "Analyzes PHP files using tree-sitter to extract nodes and relationships.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class TreeSitterPHPAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
+    "name": "analyze_php_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer"
+    ],
+    "source_code": "def analyze_php_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"\n    Analyze a PHP file and extract nodes and call relationships.\n\n    Args:\n        file_path: Path to the PHP file\n        content: Content of the PHP file\n        repo_path: Optional path to the repository root\n\n    Returns:\n        Tuple of (nodes, call_relationships)\n    \"\"\"\n    analyzer = TreeSitterPHPAnalyzer(file_path, content, repo_path)\n    return analyzer.nodes, analyzer.call_relationships",
+    "start_line": 585,
+    "end_line": 598,
+    "has_docstring": true,
+    "docstring": "Analyze a PHP file and extract nodes and call relationships.\n\nArgs:\n    file_path: Path to the PHP file\n    content: Content of the PHP file\n    repo_path: Optional path to the repository root\n\nReturns:\n    Tuple of (nodes, call_relationships)",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_php_file",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer",
+    "name": "PythonASTAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/python.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/python.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/cli/utils/errors.py::warning"
+    ],
+    "source_code": "class PythonASTAnalyzer(ast.NodeVisitor):\n\n    def __init__(self, file_path: str, content: str, repo_path: Optional[str] = None):\n        \"\"\"\n        Initialize the Python AST analyzer.\n\n        Args:\n            file_path: Path to the Python file being analyzed\n            content: Raw content of the Python file\n            repo_path: Repository root path for calculating relative paths\n        \"\"\"\n        self.file_path = file_path\n        self.repo_path = repo_path\n        self.content = content\n        self.lines = content.splitlines()\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self.current_class_name: str | None = None\n        self.current_function_name: str | None = None\n        \n        self.top_level_nodes = {}\n    \n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            return os.path.relpath(self.file_path, self.repo_path)\n        return str(self.file_path)\n\n    def _get_module_path(self) -> str:\n        try:\n            relative_path = self._get_relative_path()\n            path = relative_path\n            for ext in ['.py', '.pyx']:\n                if path.endswith(ext):\n                    path = path[:-len(ext)]\n                    break\n            return path.replace('/', '.').replace('\\\\', '.')\n        except:\n            return str(self.file_path).replace('/', '.').replace('\\\\', '.')\n    \n    def _get_component_id(self, name: str) -> str:\n        \"\"\"Generate component ID in relative_path::name format.\"\"\"\n        rel_path = self._get_relative_path()\n        if self.current_class_name:\n            return f\"{rel_path}::{self.current_class_name}.{name}\"\n        else:\n            return f\"{rel_path}::{name}\"\n\n    def generic_visit(self, node):\n        \"\"\"Override generic_visit to continue AST traversal.\"\"\"\n        super().generic_visit(node)\n\n    def visit_ClassDef(self, node: ast.ClassDef):\n        \"\"\"Visit class definition and add to top-level nodes.\"\"\"\n\n        base_classes = [self._extract_base_class_name(base) for base in node.bases]\n        base_classes = [name for name in base_classes if name is not None]\n        \n        component_id = f\"{self._get_relative_path()}::{node.name}\"\n        relative_path = self._get_relative_path()\n\n        class_node = Node(\n            id=component_id,\n            name=node.name,\n            component_type=\"class\",\n            file_path=str(self.file_path),\n            relative_path=relative_path,\n            source_code=\"\\n\".join(self.lines[node.lineno - 1 : node.end_lineno or node.lineno]),\n            start_line=node.lineno,\n            end_line=node.end_lineno,\n            has_docstring=bool(ast.get_docstring(node)),\n            docstring=ast.get_docstring(node) or \"\",\n            parameters=None,\n            node_type=\"class\",\n            base_classes=base_classes if base_classes else None,\n            class_name=None,\n            display_name=f\"class {node.name}\",\n            component_id=component_id\n        )\n        self.nodes.append(class_node)\n        self.top_level_nodes[node.name] = class_node\n\n        for base_name in base_classes:\n            if base_name in self.top_level_nodes:\n                self.call_relationships.append(CallRelationship(\n                    caller=component_id,\n                    callee=f\"{self._get_relative_path()}::{base_name}\",\n                    call_line=node.lineno,\n                    is_resolved=True\n                ))\n\n        self.current_class_name = node.name\n        self.generic_visit(node)\n        self.current_class_name = None\n    \n    def _extract_base_class_name(self, base):\n        \"\"\"Extract base class name from AST node.\"\"\"\n        if isinstance(base, ast.Name):\n            return base.id\n        elif isinstance(base, ast.Attribute):\n            parts = []\n            node = base\n            while isinstance(node, ast.Attribute):\n                parts.append(node.attr)\n                node = node.value\n            if isinstance(node, ast.Name):\n                parts.append(node.id)\n            return \".\".join(reversed(parts))\n        return None\n\n    def _process_function_node(self, node: ast.FunctionDef | ast.AsyncFunctionDef):\n        \"\"\"Process function definition - only add to nodes if it's top-level.\"\"\"\n\n        if not self.current_class_name:\n            component_id = f\"{self._get_relative_path()}::{node.name}\"\n            relative_path = self._get_relative_path()\n\n            func_node = Node(\n                id=component_id,\n                name=node.name,\n                component_type=\"function\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(self.lines[node.lineno - 1 : node.end_lineno or node.lineno]),\n                start_line=node.lineno,\n                end_line=node.end_lineno,\n                has_docstring=bool(ast.get_docstring(node)),\n                docstring=ast.get_docstring(node) or \"\",\n                parameters=[arg.arg for arg in node.args.args],\n                node_type=\"function\",\n                base_classes=None,\n                class_name=None,\n                display_name=f\"function {node.name}\",\n                component_id=component_id\n            )\n            if self._should_include_function(func_node):\n                self.nodes.append(func_node)\n                self.top_level_nodes[node.name] = func_node\n\n        self.current_function_name = node.name\n        self.generic_visit(node)\n        self.current_function_name = None\n\n    def _should_include_function(self, func: Node) -> bool:\n        if func.name.startswith(\"_test_\"):\n            return False\n        return True\n\n    def visit_FunctionDef(self, node: ast.FunctionDef):\n        \"\"\"Visit function definition and extract function information.\"\"\"\n        self._process_function_node(node)\n\n    def visit_AsyncFunctionDef(self, node: ast.AsyncFunctionDef):\n        \"\"\"Visit async function definition and extract function information.\"\"\"\n        self._process_function_node(node)\n\n    def visit_Call(self, node: ast.Call):\n        \"\"\"Visit function call nodes and record relationships between top-level nodes.\"\"\"\n\n        if self.current_class_name or (self.current_function_name and not self.current_class_name):\n            call_name = self._get_call_name(node.func)\n            if call_name:\n                if self.current_class_name:\n                    caller_id = f\"{self._get_relative_path()}::{self.current_class_name}\"\n                else:\n                    caller_id = f\"{self._get_relative_path()}::{self.current_function_name}\"\n\n                if call_name in self.top_level_nodes:\n                    callee_id = f\"{self._get_relative_path()}::{call_name}\"\n                else:\n                    callee_id = call_name\n                \n                relationship = CallRelationship(\n                    caller=caller_id,\n                    callee=callee_id,\n                    call_line=node.lineno,\n                    is_resolved=call_name in self.top_level_nodes  \n                )\n                self.call_relationships.append(relationship)\n\n        self.generic_visit(node)\n\n    def _get_call_name(self, node) -> str | None:\n        \"\"\"\n        Extract function name from a call node.\n        Handles simple names, attributes (obj.method), and filters built-ins.\n        \"\"\"\n        PYTHON_BUILTINS = {\n            \"print\", \"len\", \"str\", \"int\", \"float\", \"bool\", \"list\", \"dict\", \"tuple\", \"set\",\n            \"range\", \"enumerate\", \"zip\", \"isinstance\", \"hasattr\", \"getattr\", \"setattr\",\n            \"open\", \"super\", \"__import__\", \"type\", \"object\", \"Exception\", \"ValueError\",\n            \"TypeError\", \"KeyError\", \"IndexError\", \"AttributeError\", \"ImportError\",\n            \"max\", \"min\", \"sum\", \"abs\", \"round\", \"sorted\", \"reversed\", \"filter\", \"map\",\n            \"any\", \"all\", \"next\", \"iter\", \"callable\", \"repr\", \"format\", \"exec\", \"eval\"\n        }\n\n        if isinstance(node, ast.Name):\n            if node.id in PYTHON_BUILTINS:\n                return None\n            return node.id\n        elif isinstance(node, ast.Attribute):\n            if isinstance(node.value, ast.Name):\n                if node.value.id in PYTHON_BUILTINS:\n                    return None\n                return f\"{node.value.id}.{node.attr}\"\n            elif isinstance(node.value, ast.Attribute):\n                base_name = self._get_call_name(node.value)\n                if base_name:\n                    return f\"{base_name}.{node.attr}\"\n            return node.attr\n        return None\n\n    def analyze(self):\n        \"\"\"Analyze the Python file and extract functions and relationships.\"\"\"\n\n        try:\n            # Suppress SyntaxWarnings about invalid escape sequences in source code\n            # These warnings come from regex patterns like '\\(' or '\\.' in the analyzed files\n            with warnings.catch_warnings():\n                warnings.filterwarnings(\"ignore\", category=SyntaxWarning)\n                tree = ast.parse(self.content)\n            self.visit(tree)\n\n            logger.debug(\n                f\"Python analysis complete for {self.file_path}: {len(self.nodes)} nodes, \"\n                f\"{len(self.call_relationships)} relationships\"\n            )\n        except SyntaxError as e:\n            logger.warning(f\"Could not parse {self.file_path}: {e}\")\n        except Exception as e:\n            logger.error(f\"Error analyzing {self.file_path}: {e}\", exc_info=True)",
+    "start_line": 15,
+    "end_line": 245,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "ast.NodeVisitor"
+    ],
+    "class_name": null,
+    "display_name": "class PythonASTAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+    "name": "analyze_python_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/python.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/python.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer"
+    ],
+    "source_code": "def analyze_python_file(\n    file_path: str, content: str, repo_path: Optional[str] = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"\n    Analyze a Python file and return classes, functions, methods, and relationships.\n\n    Args:\n        file_path: Path to the Python file\n        content: Content of the Python file\n        repo_path: Repository root path for calculating relative paths\n\n    Returns:\n        tuple: (classes, functions, methods, call_relationships)\n    \"\"\"\n\n    analyzer = PythonASTAnalyzer(file_path, content, repo_path)\n    analyzer.analyze()\n    return analyzer.nodes, analyzer.call_relationships",
+    "start_line": 248,
+    "end_line": 265,
+    "has_docstring": true,
+    "docstring": "Analyze a Python file and return classes, functions, methods, and relationships.\n\nArgs:\n    file_path: Path to the Python file\n    content: Content of the Python file\n    repo_path: Repository root path for calculating relative paths\n\nReturns:\n    tuple: (classes, functions, methods, call_relationships)",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_python_file",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer",
+    "name": "TreeSitterTSAnalyzer",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+    ],
+    "source_code": "class TreeSitterTSAnalyzer:\n\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        \n        self.top_level_nodes = {}\n\n        try:\n            language_capsule = tree_sitter_typescript.language_typescript()\n            self.ts_language = Language(language_capsule)\n            self.parser = Parser(self.ts_language)\n\n        except Exception as e:\n            logger.error(f\"Failed to initialize TypeScript parser: {e}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            self.parser = None\n            self.ts_language = None\n\n    def analyze(self) -> None:\n        if self.parser is None:\n            logger.debug(f\"Skipping {self.file_path} - parser initialization failed\")\n            return\n\n        try:\n            tree = self.parser.parse(bytes(self.content, \"utf8\"))\n            root_node = tree.root_node\n\n            logger.debug(f\"Parsed AST with root node type: {root_node.type}\")\n\n            all_entities = {}  \n            self._extract_all_entities(root_node, all_entities)\n            \n            self._filter_top_level_declarations(all_entities)\n            \n            self._extract_all_relationships(root_node, all_entities)\n\n        except Exception as e:\n            logger.error(f\"Error analyzing TypeScript file {self.file_path}: {e}\", exc_info=True)\n\n    def _extract_all_entities(self, node, all_entities: dict, depth=0) -> None:\n        entity = None\n        entity_name = None\n        \n        if node.type == \"function_declaration\":\n            entity = self._extract_function_entity(node, \"function\", depth)\n        elif node.type == \"generator_function_declaration\":\n            entity = self._extract_function_entity(node, \"generator_function\", depth)\n        elif node.type == \"arrow_function\":\n            entity = self._extract_arrow_function_entity(node, depth)\n        elif node.type == \"method_definition\":\n            entity = self._extract_method_entity(node, depth)\n        elif node.type == \"class_declaration\":\n            entity = self._extract_class_entity(node, \"class\", depth)\n        elif node.type == \"abstract_class_declaration\":\n            entity = self._extract_class_entity(node, \"abstract_class\", depth)\n        elif node.type == \"interface_declaration\":\n            entity = self._extract_interface_entity(node, depth)\n        elif node.type == \"type_alias_declaration\":\n            entity = self._extract_type_alias_entity(node, depth)\n        elif node.type == \"enum_declaration\":\n            entity = self._extract_enum_entity(node, depth)\n        elif node.type == \"variable_declarator\":\n            entity = self._extract_variable_entity(node, depth)\n        elif node.type == \"export_statement\":\n            entity = self._extract_export_statement_entity(node, depth)\n        elif node.type == \"lexical_declaration\":\n            entity = self._extract_lexical_declaration_entity(node, depth)\n        elif node.type == \"variable_declaration\":\n            entity = self._extract_variable_declaration_entity(node, depth)\n        elif node.type == \"ambient_declaration\":\n            entity = self._extract_ambient_declaration_entity(node, depth)\n        \n        if entity and entity.get('name'):\n            entity_name = entity['name']\n            entity['depth'] = depth  \n            entity['node'] = node   \n            entity['parent_context'] = self._get_parent_context(node)  \n            all_entities[entity_name] = entity\n        \n        for child in node.children:\n            self._extract_all_entities(child, all_entities, depth + 1)\n    \n    def _filter_top_level_declarations(self, all_entities: dict) -> None:\n        for entity_name, entity_data in all_entities.items():\n            if self._is_actually_top_level(entity_data):\n                node_obj = self._create_node_from_entity(entity_data)\n                if node_obj and self._should_include_node(node_obj):\n                    self.nodes.append(node_obj)\n                    self.top_level_nodes[entity_name] = node_obj\n                        \n                    if entity_data[\"type\"] in [\"class_declaration\", \"abstract_class_declaration\"]:\n                        self._extract_constructor_dependencies(entity_data[\"node\"], entity_name)\n    \n    def _is_actually_top_level(self, entity_data: dict) -> bool:\n        node = entity_data.get('node')\n        if not node or not node.parent:\n            return True\n        \n        entity_type = entity_data.get('type')\n        if self._is_inside_function_body(node):\n            return False\n        \n        current = node.parent\n        while current:\n            parent_type = current.type\n            \n            if parent_type == \"program\":\n                return True\n            \n            if parent_type == \"export_statement\":\n                return True\n                \n            if parent_type == \"ambient_declaration\":\n                return True\n                \n            if parent_type == \"module\":\n                return True\n                \n            if parent_type == \"statement_block\":\n                grandparent = current.parent\n                if grandparent and grandparent.type in [\"module\", \"ambient_declaration\"]:\n                    return True\n            \n            current = current.parent\n        \n        return False\n    \n    def _is_inside_function_body(self, node) -> bool:\n        current = node.parent\n        while current:\n            if current.type == \"statement_block\":\n                if current.parent and current.parent.type in [\n                    \"function_declaration\", \"generator_function_declaration\", \n                    \"arrow_function\", \"function_expression\", \"method_definition\"\n                ]:\n                    return True\n            current = current.parent\n        return False\n\n    def _extract_ambient_declaration_entity(self, node, depth: int) -> dict:\n        name = \"\"\n        for child in node.children:\n            if child.type == \"module\":\n                for grandchild in child.children:\n                    if grandchild.type == \"string\":\n                        name = self._get_node_text(grandchild).strip(\"'\\\"\")\n                        break\n                break\n            elif child.type == \"namespace\":\n                name = self._get_node_text(child.children[1]) if len(child.children) > 1 else \"unknown_namespace\"\n                break\n        \n        return {\n            'name': f\"{name}\",\n            'type': 'ambient_declaration',\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'parameters': [],\n            'return_type': None,\n            'modifiers': ['ambient'],\n            'complexity': 1\n        }\n    \n    def _get_parent_context(self, node) -> str:\n        \"\"\"Get the parent context of a node for better top-level detection\"\"\"\n        if not node.parent:\n            return \"root\"\n        \n        parent_type = node.parent.type\n        if parent_type in [\"program\", \"source_file\"]:\n            return \"program\"\n        elif parent_type == \"export_statement\":\n            return \"export\"\n        elif parent_type == \"ambient_declaration\":\n            return \"ambient\"\n        elif parent_type == \"module\":\n            return \"module\"\n        elif parent_type == \"statement_block\":\n            if node.parent.parent and node.parent.parent.type in [\"module\", \"ambient_declaration\"]:\n                return \"module_block\"\n            return \"statement_block\"\n    def _extract_function_entity(self, node, func_type: str, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        func_name = self._get_node_text(name_node)\n        parameters = self._extract_parameters(node)\n        code_snippet = self._get_node_text(node)\n        \n        is_async = \"async\" in code_snippet.split(\"function\")[0] if \"function\" in code_snippet else False\n        display_name = f\"{'async ' if is_async else ''}{func_type} {func_name}\"\n        \n        return {\n            'name': func_name,\n            'type': 'function',\n            'subtype': func_type,\n            'parameters': parameters,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'is_async': is_async\n        }\n    \n    def _extract_arrow_function_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract arrow function\"\"\"\n        parent = node.parent\n        if parent and parent.type == \"variable_declarator\":\n            name_node = self._find_child_by_type(parent, \"identifier\")\n            if name_node:\n                func_name = self._get_node_text(name_node)\n                parameters = self._extract_parameters(node)\n                code_snippet = self._get_node_text(parent)\n                \n                is_async = \"async\" in code_snippet.split(\"=\")[0] if \"=\" in code_snippet else False\n                display_name = f\"{'async ' if is_async else ''}arrow function {func_name}\"\n                \n                return {\n                    'name': func_name,\n                    'type': 'function',\n                    'subtype': 'arrow_function',\n                    'parameters': parameters,\n                    'code_snippet': code_snippet,\n                    'display_name': display_name,\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'is_async': is_async\n                }\n        return None\n    \n    def _extract_method_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract method entity (at any depth).\"\"\"\n        name_node = self._find_child_by_type(node, \"property_identifier\")\n        if not name_node:\n            return None\n        \n        method_name = self._get_node_text(name_node)\n        parameters = self._extract_parameters(node)\n        code_snippet = self._get_node_text(node)\n        \n        is_async = \"async\" in code_snippet\n        is_static = \"static\" in code_snippet\n        \n        display_name = f\"{'static ' if is_static else ''}{'async ' if is_async else ''}method {method_name}\"\n        \n        return {\n            'name': method_name,\n            'type': 'function',\n            'subtype': 'method',\n            'parameters': parameters,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'is_async': is_async,\n            'is_static': is_static\n        }\n    \n    def _extract_class_entity(self, node, class_type: str, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        class_name = self._get_node_text(name_node)\n        base_classes = self._extract_inheritance(node)\n        code_snippet = self._get_node_text(node)\n        \n        display_name = f\"{class_type} {class_name}\"\n        if base_classes:\n            display_name += f\" extends {', '.join(base_classes)}\"\n        \n        return {\n            'name': class_name,\n            'type': 'class',\n            'subtype': class_type,\n            'base_classes': base_classes,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_interface_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\")\n        if not name_node:\n            return None\n        \n        interface_name = self._get_node_text(name_node)\n        base_classes = self._extract_inheritance(node)\n        code_snippet = self._get_node_text(node)\n        \n        display_name = f\"interface {interface_name}\"\n        if base_classes:\n            display_name += f\" extends {', '.join(base_classes)}\"\n        \n        return {\n            'name': interface_name,\n            'type': 'interface',\n            'subtype': 'interface',\n            'base_classes': base_classes,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_type_alias_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\")\n        if not name_node:\n            return None\n        \n        type_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        return {\n            'name': type_name,\n            'type': 'type',\n            'subtype': 'type_alias',\n            'code_snippet': code_snippet,\n            'display_name': f\"type {type_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_enum_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        enum_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        return {\n            'name': enum_name,\n            'type': 'enum',\n            'subtype': 'enum',\n            'code_snippet': code_snippet,\n            'display_name': f\"enum {enum_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_variable_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        has_function = self._find_child_by_type(node, \"arrow_function\") or self._find_child_by_type(node, \"function_expression\")\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': 'variable',\n            'code_snippet': code_snippet,\n            'display_name': f\"variable {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function)\n        }\n    \n    def _extract_export_statement_entity(self, node, depth: int) -> dict:\n        code_snippet = self._get_node_text(node)\n        \n        func_decl = self._find_child_by_type(node, \"function_declaration\")\n        class_decl = self._find_child_by_type(node, \"class_declaration\")\n        interface_decl = self._find_child_by_type(node, \"interface_declaration\")\n        lexical_decl = self._find_child_by_type(node, \"lexical_declaration\")\n        \n        if func_decl:\n            name_node = self._find_child_by_type(func_decl, \"identifier\")\n            if name_node:\n                func_name = self._get_node_text(name_node)\n                return {\n                    'name': func_name,  \n                    'type': 'function',  \n                    'subtype': 'export_function',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export function {func_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'parameters': self._extract_parameters(func_decl),\n                    'is_export': True\n                }\n        elif class_decl:\n            name_node = self._find_child_by_type(class_decl, \"type_identifier\")\n            if name_node:\n                class_name = self._get_node_text(name_node)\n                return {\n                    'name': class_name,  \n                    'type': 'class',  \n                    'subtype': 'export_class',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export class {class_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'base_classes': self._extract_inheritance(class_decl),\n                    'is_export': True\n                }\n        elif interface_decl:\n            name_node = self._find_child_by_type(interface_decl, \"type_identifier\")\n            if name_node:\n                interface_name = self._get_node_text(name_node)\n                return {\n                    'name': interface_name,  \n                    'type': 'interface',  \n                    'subtype': 'export_interface',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export interface {interface_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'base_classes': self._extract_inheritance(interface_decl),\n                    'is_export': True\n                }\n        elif lexical_decl:\n            var_declarator = self._find_child_by_type(lexical_decl, \"variable_declarator\")\n            if var_declarator:\n                name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                func_expr = self._find_child_by_type(var_declarator, \"arrow_function\") or self._find_child_by_type(var_declarator, \"function_expression\")\n                if name_node and func_expr:\n                    var_name = self._get_node_text(name_node)\n                    return {\n                        'name': var_name,\n                        'type': 'function',\n                        'subtype': 'export_arrow_function',\n                        'code_snippet': code_snippet,\n                        'display_name': f\"export const {var_name}\",\n                        'start_line': node.start_point[0] + 1,\n                        'end_line': node.end_point[0] + 1,\n                        'parameters': self._extract_parameters(func_expr),\n                        'is_export': True\n                    }\n        \n        default_keyword = None\n        call_expr = None\n        for child in node.children:\n            if child.type == \"default\":\n                default_keyword = child\n            elif child.type == \"call_expression\":\n                call_expr = child\n        \n        if default_keyword and call_expr:\n            callee = call_expr.children[0] if call_expr.children else None\n            if callee:\n                callee_name = self._get_node_text(callee)\n                return {\n                    'name': callee_name,\n                    'type': 'function',\n                    'subtype': 'export_default_call',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export default {callee_name}(...)\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'parameters': [],\n                    'is_export': True\n                }\n        \n        return None \n    \n    def _extract_lexical_declaration_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract lexical declaration entity (const/let).\"\"\"\n        # Find the variable declarator\n        var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n        if not var_declarator:\n            return None\n        \n        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        # Check declaration type (const/let)\n        decl_type = \"const\" if \"const\" in code_snippet else \"let\"\n        \n        has_function = (self._find_child_by_type(var_declarator, \"arrow_function\") or \n                       self._find_child_by_type(var_declarator, \"function_expression\"))\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': f'{decl_type}_declaration',\n            'code_snippet': code_snippet,\n            'display_name': f\"{decl_type} {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function),\n            'declaration_type': decl_type\n        }\n    \n    def _extract_variable_declaration_entity(self, node, depth: int) -> dict:\n        var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n        if not var_declarator:\n            return None\n        \n        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        has_function = (self._find_child_by_type(var_declarator, \"arrow_function\") or \n                       self._find_child_by_type(var_declarator, \"function_expression\"))\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': 'var_declaration',\n            'code_snippet': code_snippet,\n            'display_name': f\"var {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function),\n            'declaration_type': 'var'\n        }\n    \n    def _create_node_from_entity(self, entity_data: dict) -> Optional[Node]:\n        \"\"\"Create Node object from entity data.\"\"\"\n        try:\n            component_type = entity_data['type']\n            name = entity_data['name']\n            node_type = entity_data.get('subtype', entity_data['type'])\n            \n            component_id = self._get_component_id(name)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=name,\n                component_type=component_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=entity_data['code_snippet'],\n                start_line=entity_data['start_line'],\n                end_line=entity_data['end_line'],\n                has_docstring=False,\n                docstring=\"\",\n                parameters=entity_data.get('parameters', []),\n                node_type=node_type,\n                base_classes=entity_data.get('base_classes'),\n                class_name=None,\n                display_name=entity_data['display_name'],\n                component_id=component_id,\n            )\n        except Exception as e:\n            logger.debug(f\"Error creating node from entity: {e}\")\n            return None\n        \n    def _should_include_node(self, node: Node) -> bool:\n        excluded_names = {\"constructor\", \"__proto__\", \"prototype\"}\n        \n        if node.component_type == \"variable\":\n            return False\n        \n        return node.name.lower() not in excluded_names\n\n    def _extract_constructor_dependencies(self, class_node, class_name: str) -> None:\n        \"\"\"Extract dependencies from constructor parameters.\"\"\"\n        try:\n            class_body = self._find_child_by_type(class_node, \"class_body\")\n            if not class_body:\n                return\n                \n            for child in class_body.children:\n                if child.type == \"method_definition\":\n                    property_name = self._find_child_by_type(child, \"property_identifier\")\n                    if property_name and self._get_node_text(property_name) == \"constructor\":\n                        # Extract parameter types\n                        formal_params = self._find_child_by_type(child, \"formal_parameters\")\n                        if formal_params:\n                            self._extract_parameter_dependencies(formal_params, class_name)\n                        break\n        except Exception as e:\n            logger.debug(f\"Error extracting constructor dependencies: {e}\")\n\n    def _extract_parameter_dependencies(self, formal_params, caller_name: str) -> None:\n        try:\n            for child in formal_params.children:\n                if child.type in [\"required_parameter\", \"optional_parameter\"]:\n                    type_annotation = self._find_child_by_type(child, \"type_annotation\")\n                    if type_annotation:\n                        type_id = self._find_child_by_type(type_annotation, \"type_identifier\")\n                        if type_id:\n                            dependency_name = self._get_node_text(type_id)\n                            if dependency_name and dependency_name != caller_name:\n                                caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n                                callee_id = f\"{self._get_relative_path()}::{dependency_name}\"\n                                \n                                relationship = CallRelationship(\n                                    caller=caller_id,\n                                    callee=callee_id,\n                                    call_line=child.start_point[0] + 1,\n                                    is_resolved=False\n                                )\n                                \n                                self._add_relationship(relationship)\n        except Exception as e:\n            logger.debug(f\"Error extracting parameter dependencies: {e}\")\n\n\n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.ts', '.tsx', '.js', '.jsx', '.mjs', '.cjs']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n\n    def _get_component_id(self, name: str) -> str:\n        return f\"{self._get_relative_path()}::{name}\"\n\n    def _extract_inheritance(self, node) -> List[str]:\n        \"\"\"Extract inheritance/implementation relationships.\"\"\"\n        base_classes = []\n        \n        extends_clause = self._find_child_by_type(node, \"extends_clause\")\n        if extends_clause:\n            for child in extends_clause.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_classes.append(self._get_node_text(child))\n        \n        implements_clause = self._find_child_by_type(node, \"implements_clause\")  \n        if implements_clause:\n            for child in implements_clause.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_classes.append(self._get_node_text(child))\n        \n        return base_classes\n\n    def _extract_parameters(self, node) -> List[str]:\n        parameters = []\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            for child in params_node.children:\n                if child.type in [\"identifier\", \"required_parameter\", \"optional_parameter\"]:\n                    if child.type == \"identifier\":\n                        parameters.append(self._get_node_text(child))\n                    else:\n                        param_name = self._find_child_by_type(child, \"identifier\")\n                        if param_name:\n                            parameters.append(self._get_node_text(param_name))\n        return parameters\n\n    def _extract_all_relationships(self, node, all_entities: dict) -> None:\n        self._traverse_for_relationships(node, all_entities, current_top_level=None)\n\n    def _traverse_for_relationships(self, node, all_entities: dict, current_top_level: str = None) -> None:\n        if current_top_level is None or self._is_new_top_level(node):\n            new_top_level = self._get_top_level_name(node)\n            if new_top_level and new_top_level in self.top_level_nodes:\n                current_top_level = new_top_level\n\n        \n        if current_top_level:\n            if node.type == \"call_expression\":\n                self._extract_call_relationship(node, current_top_level, all_entities)\n            elif node.type == \"new_expression\":\n                self._extract_new_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"member_expression\":\n                self._extract_member_relationship(node, current_top_level, all_entities)\n            elif node.type == \"subscript_expression\":\n                self._extract_subscript_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"type_annotation\":\n                self._extract_type_relationship(node, current_top_level, all_entities)\n            elif node.type == \"type_arguments\":\n                self._extract_type_arguments_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"extends_clause\":\n                self._extract_inheritance_relationship(node, current_top_level, all_entities)\n            elif node.type == \"implements_clause\":\n                self._extract_inheritance_relationship(node, current_top_level, all_entities)\n\n        for child in node.children:\n            self._traverse_for_relationships(child, all_entities, current_top_level)\n    \n    def _is_new_top_level(self, node) -> bool:\n        return node.type in [\n            \"function_declaration\", \"generator_function_declaration\", \n            \"class_declaration\", \"abstract_class_declaration\",\n            \"interface_declaration\", \"type_alias_declaration\", \"enum_declaration\",\n            \"export_statement\"\n        ]\n    \n    def _get_top_level_name(self, node) -> Optional[str]:\n        result = None\n        if node.type in [\"function_declaration\", \"generator_function_declaration\"]:\n            name_node = self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\", \"type_alias_declaration\"]:\n            name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type == \"enum_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type == \"export_statement\":\n            if self._find_child_by_type(node, \"default\"):\n                call_expr = self._find_child_by_type(node, \"call_expression\")\n                if call_expr:\n                    identifier = self._find_child_by_type(call_expr, \"identifier\")\n                    if identifier:\n                        return self._get_node_text(identifier)\n                return \"default_export\"\n            else:\n                func_decl = self._find_child_by_type(node, \"function_declaration\")\n                class_decl = self._find_child_by_type(node, \"class_declaration\")\n                lexical_decl = self._find_child_by_type(node, \"lexical_declaration\")\n                \n                if func_decl:\n                    name_node = self._find_child_by_type(func_decl, \"identifier\")\n                    if name_node:\n                        result = self._get_node_text(name_node)  \n                elif class_decl:\n                    name_node = self._find_child_by_type(class_decl, \"type_identifier\")\n                    if name_node:\n                        result = self._get_node_text(name_node)  \n                elif lexical_decl:\n                    var_declarator = self._find_child_by_type(lexical_decl, \"variable_declarator\")\n                    if var_declarator:\n                        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                        if name_node:\n                            result = self._get_node_text(name_node)  \n                else:\n                    result = \"unnamed_export\"\n        elif node.type in [\"lexical_declaration\", \"variable_declaration\"]:\n            # const/let/var declarations\n            var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n            if var_declarator:\n                name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                result = self._get_node_text(name_node) if name_node else None\n            else:\n                result = None\n        else:\n            result = None\n        \n        return result\n\n    def _extract_call_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            callee_name = self._extract_callee_name(node)\n            \n            if not callee_name or self._is_builtin_function(callee_name):\n                return\n            \n            call_text = self._get_node_text(node)\n            is_method_call = \"this.\" in call_text or \"super.\" in call_text\n            \n            if is_method_call:\n                current_class = None\n                for entity_name, entity_data in all_entities.items():\n                    if (entity_data.get('type') == 'class' and \n                        caller_name in entity_name): \n                        current_class = entity_name\n                        break\n                \n                if current_class and callee_name in all_entities:\n                    callee_entity = all_entities[callee_name]\n                    if (callee_entity.get('subtype') == 'method' and \n                        callee_name in current_class):\n                        return\n              \n            if callee_name in self.top_level_nodes:\n                self._add_relationship(caller_name, callee_name, call_line)\n            elif callee_name not in all_entities:\n                self._add_relationship(caller_name, callee_name, call_line)\n            elif callee_name in all_entities:\n                entity_data = all_entities[callee_name]\n                if self._is_actually_top_level(entity_data):\n                    self._add_relationship(caller_name, callee_name, call_line)\n                else:\n                    logger.debug(f\"Ignoring nested call: {caller_name} -> {callee_name} (local/nested)\")\n            else:\n                logger.debug(f\"Ignoring unknown call: {caller_name} -> {callee_name}\")\n                \n        except Exception as e:\n            logger.debug(f\"Error extracting call relationship: {e}\")\n\n    def _extract_new_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            if node.children:\n                constructor_node = None\n                for child in node.children:\n                    if child.type not in ['new', 'type_arguments', 'arguments']:\n                        constructor_node = child\n                        break\n                \n                if constructor_node:\n                    constructor_name = self._get_node_text(constructor_node)\n                    \n                    if constructor_name and not self._is_builtin_function(constructor_name):\n                        self._add_relationship(caller_name, constructor_name, call_line)\n\n        except Exception as e:\n            logger.debug(f\"Error extracting new relationship: {e}\")\n\n    def _extract_member_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            property_node = self._find_child_by_type(node, \"property_identifier\")\n            if property_node:\n                property_name = self._get_node_text(property_node)\n                if property_name and not self._is_builtin_function(property_name):\n                    self._add_relationship(caller_name, property_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting member relationship: {e}\")\n\n    def _extract_subscript_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        pass\n\n    def _extract_type_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            type_identifiers = []\n            self._find_all_type_identifiers(node, type_identifiers)\n            \n            call_line = node.start_point[0] + 1\n            \n            for type_node in type_identifiers:\n                type_name = self._get_node_text(type_node)\n                \n                if self._is_builtin_type(type_name):\n                    continue\n                \n                if type_name in all_entities:\n                    target_name = self._resolve_to_top_level(type_name, all_entities)\n                    if target_name and target_name in self.top_level_nodes:\n                        self._add_relationship(caller_name, target_name, call_line)\n                else:\n                    self._add_relationship(caller_name, type_name, call_line)\n                    \n        except Exception as e:\n            logger.debug(f\"Error extracting type relationship: {e}\")\n    \n    def _find_all_type_identifiers(self, node, type_identifiers: list) -> None:\n        if node.type == \"type_identifier\":\n            type_identifiers.append(node)\n        \n        for child in node.children:\n            self._find_all_type_identifiers(child, type_identifiers)\n    \n    def _extract_type_arguments_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            for child in node.children:\n                if child.type == \"type_identifier\":\n                    type_name = self._get_node_text(child)\n                    if type_name in all_entities:\n                        target_name = self._resolve_to_top_level(type_name, all_entities)\n                        if target_name and target_name in self.top_level_nodes:\n                            call_line = node.start_point[0] + 1\n                            self._add_relationship(caller_name, target_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting type arguments relationship: {e}\")\n    \n    def _extract_inheritance_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        \"\"\"Extract inheritance/implementation relationships\"\"\"\n        try:\n            for child in node.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_name = self._get_node_text(child)\n                    if base_name in all_entities:\n                        target_name = self._resolve_to_top_level(base_name, all_entities)\n                        if target_name and target_name in self.top_level_nodes:\n                            call_line = node.start_point[0] + 1\n                            self._add_relationship(caller_name, target_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting inheritance relationship: {e}\")\n\n    def _resolve_to_top_level(self, entity_name: str, all_entities: dict) -> Optional[str]:\n        if entity_name in self.top_level_nodes:\n            return entity_name\n        \n        entity_data = all_entities.get(entity_name)\n        if entity_data and entity_data.get('depth', 0) > 2:\n            return None\n        \n        return entity_name if entity_name in self.top_level_nodes else None\n\n    def _add_relationship(self, caller_name: str, callee_name: str, call_line: int) -> None:\n        caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n        callee_id = f\"{self._get_relative_path()}::{callee_name}\"  \n        \n        relationship = CallRelationship(\n            caller=caller_id,\n            callee=callee_id,\n            call_line=call_line,\n            is_resolved=False,  \n        )\n        self.call_relationships.append(relationship)\n\n    def _extract_callee_name(self, call_node) -> Optional[str]:\n        if call_node.children:\n            callee_node = call_node.children[0]\n\n            if callee_node.type == \"identifier\":\n                return self._get_node_text(callee_node)\n            elif callee_node.type == \"member_expression\":\n                return self._get_node_text(callee_node)\n        return None\n\n    def _is_builtin_type(self, name: str) -> bool:\n        \"\"\"Check if type name is a TypeScript/JavaScript built-in type.\"\"\"\n        builtin_types = {\n            # Primitive types\n            \"string\", \"number\", \"boolean\", \"object\", \"undefined\", \"null\", \"void\", \"never\", \"any\", \"unknown\"\n        }\n        return name in builtin_types\n\n    def _is_builtin_function(self, name: str) -> bool:\n        builtins = {}\n        return name in builtins\n\n    def _find_child_by_type(self, node, node_type: str):\n        for child in node.children:\n            if child.type == node_type:\n                return child\n        return None\n\n    def _get_node_text(self, node) -> str:\n        start_byte = node.start_byte\n        end_byte = node.end_byte\n        return self.content.encode(\"utf8\")[start_byte:end_byte].decode(\"utf8\")",
+    "start_line": 17,
+    "end_line": 964,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class TreeSitterTSAnalyzer",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter": {
+    "id": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+    "name": "analyze_typescript_file_treesitter",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer"
+    ],
+    "source_code": "def analyze_typescript_file_treesitter(\n    file_path: str, content: str, repo_path: str = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    try:\n        logger.debug(f\"Tree-sitter TS analysis for {file_path}\")\n        analyzer = TreeSitterTSAnalyzer(file_path, content, repo_path)\n        analyzer.analyze()\n        logger.debug(\n            f\"Found {len(analyzer.nodes)} top-level nodes, {len(analyzer.call_relationships)} calls\"\n        )\n        return analyzer.nodes, analyzer.call_relationships\n    except Exception as e:\n        logger.error(f\"Error in tree-sitter TS analysis for {file_path}: {e}\", exc_info=True)\n        return [], []",
+    "start_line": 968,
+    "end_line": 981,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "file_path",
+      "content",
+      "repo_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function analyze_typescript_file_treesitter",
+    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser": {
+    "id": "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
+    "name": "DependencyParser",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/ast_parser.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/ast_parser.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
+    ],
+    "source_code": "class DependencyParser:\n    \"\"\"Parser for extracting code components from multi-language repositories.\"\"\"\n    \n    def __init__(self, repo_path: str, include_patterns: List[str] = None, exclude_patterns: List[str] = None):\n        \"\"\"\n        Initialize the dependency parser.\n        \n        Args:\n            repo_path: Path to the repository\n            include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n            exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\"])\n        \"\"\"\n        self.repo_path = os.path.abspath(repo_path)\n        self.components: Dict[str, Node] = {}\n        self.modules: Set[str] = set()\n        self.include_patterns = include_patterns\n        self.exclude_patterns = exclude_patterns\n        \n        self.analysis_service = AnalysisService()\n\n    def parse_repository(self, filtered_folders: List[str] = None) -> Dict[str, Node]:\n        logger.debug(f\"Parsing repository at {self.repo_path}\")\n        \n        # Log custom patterns if set\n        if self.include_patterns:\n            logger.info(f\"Using custom include patterns: {self.include_patterns}\")\n        if self.exclude_patterns:\n            logger.info(f\"Using custom exclude patterns: {self.exclude_patterns}\")\n        \n        structure_result = self.analysis_service._analyze_structure(\n            self.repo_path, \n            include_patterns=self.include_patterns,\n            exclude_patterns=self.exclude_patterns\n        )\n        \n        call_graph_result = self.analysis_service._analyze_call_graph(\n            structure_result[\"file_tree\"], \n            self.repo_path\n        )\n        \n        self._build_components_from_analysis(call_graph_result)\n        \n        logger.debug(f\"Found {len(self.components)} components across {len(self.modules)} modules\")\n        return self.components\n    \n    def _build_components_from_analysis(self, call_graph_result: Dict):\n        functions = call_graph_result.get(\"functions\", [])\n        relationships = call_graph_result.get(\"relationships\", [])\n        \n        component_id_mapping = {}\n        \n        for func_dict in functions:\n            component_id = func_dict.get(\"id\", \"\")\n            if not component_id:\n                continue\n                \n            node = Node(\n                id=component_id,\n                name=func_dict.get(\"name\", \"\"),\n                component_type=func_dict.get(\"component_type\", func_dict.get(\"node_type\", \"function\")),\n                file_path=func_dict.get(\"file_path\", \"\"),\n                relative_path=func_dict.get(\"relative_path\", \"\"),\n                source_code=func_dict.get(\"source_code\", func_dict.get(\"code_snippet\", \"\")),\n                start_line=func_dict.get(\"start_line\", 0),\n                end_line=func_dict.get(\"end_line\", 0),\n                has_docstring=func_dict.get(\"has_docstring\", bool(func_dict.get(\"docstring\", \"\"))),\n                docstring=func_dict.get(\"docstring\", \"\") or \"\",\n                parameters=func_dict.get(\"parameters\", []),\n                node_type=func_dict.get(\"node_type\", \"function\"),\n                base_classes=func_dict.get(\"base_classes\"),\n                class_name=func_dict.get(\"class_name\"),\n                display_name=func_dict.get(\"display_name\", \"\"),\n                component_id=component_id\n            )\n            \n            self.components[component_id] = node\n            \n            component_id_mapping[component_id] = component_id\n            legacy_id = f\"{func_dict.get('file_path', '')}:{func_dict.get('name', '')}\"\n            if legacy_id and legacy_id != component_id:\n                component_id_mapping[legacy_id] = component_id\n            \n            if \"::\" in component_id:\n                file_path_part = component_id.split(\"::\")[0]\n                if file_path_part:\n                    self.modules.add(file_path_part)\n            elif \".\" in component_id:\n                module_parts = component_id.split(\".\")[:-1]\n                module_path = \".\".join(module_parts)\n                if module_path:\n                    self.modules.add(module_path)\n        \n        processed_relationships = 0\n        for rel_dict in relationships:\n            caller_id = rel_dict.get(\"caller\", \"\")\n            callee_id = rel_dict.get(\"callee\", \"\")\n            is_resolved = rel_dict.get(\"is_resolved\", False)\n            \n            caller_component_id = component_id_mapping.get(caller_id)\n            \n            callee_component_id = component_id_mapping.get(callee_id)\n            if not callee_component_id:\n                for comp_id, comp_node in self.components.items():\n                    if comp_node.name == callee_id:\n                        callee_component_id = comp_id\n                        break\n            \n            if caller_component_id and caller_component_id in self.components:\n                if callee_component_id:\n                    self.components[caller_component_id].depends_on.add(callee_component_id)\n                    processed_relationships += 1\n    \n    def _determine_component_type(self, func_dict: Dict) -> str:\n        if func_dict.get(\"is_method\", False):\n            return \"method\"\n        \n        node_type = func_dict.get(\"node_type\", \"\")\n        if node_type in [\"class\", \"interface\", \"struct\", \"enum\", \"record\", \"abstract class\", \"annotation\", \"delegate\"]:\n            return node_type\n            \n        return \"function\"\n    \n    def _file_to_module_path(self, file_path: str) -> str:\n        path = file_path\n        extensions = ['.py', '.js', '.ts', '.java', '.cs', '.cpp', '.hpp', '.h', '.c', '.tsx', '.jsx', '.cc', '.mjs', '.cxx', '.cc', '.cjs', '.kt', '.kts']\n        for ext in extensions:\n            if path.endswith(ext):\n                path = path[:-len(ext)]\n                break\n        return path.replace(os.path.sep, \".\")\n    \n    def save_dependency_graph(self, output_path: str):\n        result = {}\n        for component_id, component in self.components.items():\n            component_dict = component.model_dump()\n            if 'depends_on' in component_dict and isinstance(component_dict['depends_on'], set):\n                component_dict['depends_on'] = list(component_dict['depends_on'])\n            result[component_id] = component_dict\n        \n        dir_name = os.path.dirname(output_path)\n        if dir_name:\n            os.makedirs(dir_name, exist_ok=True)\n        \n        with open(output_path, 'w', encoding='utf-8') as f:\n            json.dump(result, f, indent=2, ensure_ascii=False)\n        \n        logger.debug(f\"Saved {len(self.components)} components to {output_path}\")\n        return result",
+    "start_line": 18,
+    "end_line": 165,
+    "has_docstring": true,
+    "docstring": "Parser for extracting code components from multi-language repositories.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class DependencyParser",
+    "component_id": "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder": {
+    "id": "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+    "name": "DependencyGraphBuilder",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+      "codewiki/cli/utils/fs.py::ensure_directory",
+      "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
+      "codewiki/cli/utils/errors.py::warning"
+    ],
+    "source_code": "class DependencyGraphBuilder:\n    \"\"\"Handles dependency analysis and graph building.\"\"\"\n    \n    def __init__(self, config: Config):\n        self.config = config\n    \n    def build_dependency_graph(self) -> tuple[Dict[str, Any], List[str]]:\n        \"\"\"\n        Build and save dependency graph, returning components and leaf nodes.\n        \n        Returns:\n            Tuple of (components, leaf_nodes)\n        \"\"\"\n        # Ensure output directory exists\n        file_manager.ensure_directory(self.config.dependency_graph_dir)\n\n        # Prepare dependency graph path\n        repo_name = os.path.basename(os.path.normpath(self.config.repo_path))\n        sanitized_repo_name = ''.join(c if c.isalnum() else '_' for c in repo_name)\n        dependency_graph_path = os.path.join(\n            self.config.dependency_graph_dir, \n            f\"{sanitized_repo_name}_dependency_graph.json\"\n        )\n        filtered_folders_path = os.path.join(\n            self.config.dependency_graph_dir, \n            f\"{sanitized_repo_name}_filtered_folders.json\"\n        )\n\n        # Get custom include/exclude patterns from config\n        include_patterns = self.config.include_patterns if self.config.include_patterns else None\n        exclude_patterns = self.config.exclude_patterns if self.config.exclude_patterns else None\n        \n        parser = DependencyParser(\n            self.config.repo_path,\n            include_patterns=include_patterns,\n            exclude_patterns=exclude_patterns\n        )\n\n        filtered_folders = None\n        # if os.path.exists(filtered_folders_path):\n        #     logger.debug(f\"Loading filtered folders from {filtered_folders_path}\")\n        #     filtered_folders = file_manager.load_json(filtered_folders_path)\n        # else:\n        #     # Parse repository\n        #     filtered_folders = parser.filter_folders()\n        #     # Save filtered folders\n        #     file_manager.save_json(filtered_folders, filtered_folders_path)\n\n        # Parse repository\n        components = parser.parse_repository(filtered_folders)\n        \n        # Save dependency graph\n        parser.save_dependency_graph(dependency_graph_path)\n        \n        # Build graph for traversal\n        graph = build_graph_from_components(components)\n        \n        # Get leaf nodes\n        leaf_nodes = get_leaf_nodes(graph, components)\n\n        # check if leaf_nodes are in components, only keep the ones that are in components\n        # and type is one of the following: class, interface, struct (or function for C-based projects)\n        \n        # Determine if we should include functions based on available component types\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n        \n        keep_leaf_nodes = []\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.warning(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                logger.warning(f\"Leaf node {leaf_node} not found in components, removing it\")\n        \n        return components, keep_leaf_nodes",
+    "start_line": 12,
+    "end_line": 102,
+    "has_docstring": true,
+    "docstring": "Handles dependency analysis and graph building.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class DependencyGraphBuilder",
+    "component_id": "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult": {
+    "id": "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+    "name": "AnalysisResult",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/analysis.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/models/analysis.py",
+    "depends_on": [],
+    "source_code": "class AnalysisResult(BaseModel):\n    \"\"\"Result of analyzing a repository\"\"\"\n\n    repository: Repository\n    functions: List[Node]\n    relationships: List[CallRelationship]\n    file_tree: Dict[str, Any]\n    summary: Dict[str, Any]\n    visualization: Dict[str, Any] = {}\n    readme_content: Optional[str] = None",
+    "start_line": 6,
+    "end_line": 15,
+    "has_docstring": true,
+    "docstring": "Result of analyzing a repository",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "BaseModel"
+    ],
+    "class_name": null,
+    "display_name": "class AnalysisResult",
+    "component_id": "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection": {
+    "id": "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
+    "name": "NodeSelection",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/analysis.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/models/analysis.py",
+    "depends_on": [],
+    "source_code": "class NodeSelection(BaseModel):\n    \"\"\"Selected nodes for partial export\"\"\"\n\n    selected_nodes: List[str] = []\n    include_relationships: bool = True\n    custom_names: Dict[str, str] = {}",
+    "start_line": 18,
+    "end_line": 23,
+    "has_docstring": true,
+    "docstring": "Selected nodes for partial export",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "BaseModel"
+    ],
+    "class_name": null,
+    "display_name": "class NodeSelection",
+    "component_id": "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/models/core.py::Node": {
+    "id": "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+    "name": "Node",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/core.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/models/core.py",
+    "depends_on": [],
+    "source_code": "class Node(BaseModel):\n    id: str\n\n    name: str\n    \n    component_type: str\n    \n    file_path: str\n    \n    relative_path: str\n    \n    depends_on: Set[str] = set()\n    \n    source_code: Optional[str] = None\n    \n    start_line: int = 0\n\n    end_line: int = 0\n    \n    has_docstring: bool = False\n    \n    docstring: str = \"\"\n    \n    parameters: Optional[List[str]] = None\n\n    node_type: Optional[str] = None  \n\n    base_classes: Optional[List[str]] = None\n\n    class_name: Optional[str] = None\n\n    display_name: Optional[str] = None\n\n    component_id: Optional[str] = None\n\n    language: Optional[str] = None\n\n    qualified_name: Optional[str] = None\n\n    def get_display_name(self) -> str:\n        return self.display_name or self.name",
+    "start_line": 7,
+    "end_line": 47,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "BaseModel"
+    ],
+    "class_name": null,
+    "display_name": "class Node",
+    "component_id": "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship": {
+    "id": "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+    "name": "CallRelationship",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/core.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/models/core.py",
+    "depends_on": [],
+    "source_code": "class CallRelationship(BaseModel):\n    caller: str\n\n    callee: str\n\n    call_line: Optional[int] = None\n\n    is_resolved: bool = False",
+    "start_line": 50,
+    "end_line": 57,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "BaseModel"
+    ],
+    "class_name": null,
+    "display_name": "class CallRelationship",
+    "component_id": "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/models/core.py::Repository": {
+    "id": "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
+    "name": "Repository",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/core.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/models/core.py",
+    "depends_on": [],
+    "source_code": "class Repository(BaseModel):\n    url: str\n\n    name: str\n\n    clone_path: str\n    \n    analysis_id: str",
+    "start_line": 60,
+    "end_line": 67,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "BaseModel"
+    ],
+    "class_name": null,
+    "display_name": "class Repository",
+    "component_id": "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
+    "name": "detect_cycles",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [],
+    "source_code": "def detect_cycles(graph: Dict[str, Set[str]]) -> List[List[str]]:\n    \"\"\"\n    Detect cycles in a dependency graph using Tarjan's algorithm to find\n    strongly connected components.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A list of lists, where each inner list contains the nodes in a cycle\n    \"\"\"\n    # Implementation of Tarjan's algorithm\n    index_counter = [0]\n    index = {}  # node -> index\n    lowlink = {}  # node -> lowlink value\n    onstack = set()  # nodes currently on the stack\n    stack = []  # stack of nodes\n    result = []  # list of cycles (strongly connected components)\n    \n    def strongconnect(node):\n        # Set the depth index for node\n        index[node] = index_counter[0]\n        lowlink[node] = index_counter[0]\n        index_counter[0] += 1\n        stack.append(node)\n        onstack.add(node)\n        \n        # Consider successors\n        for successor in graph.get(node, set()):\n            if successor not in index:\n                # Successor has not yet been visited; recurse on it\n                strongconnect(successor)\n                lowlink[node] = min(lowlink[node], lowlink[successor])\n            elif successor in onstack:\n                # Successor is on the stack and hence in the current SCC\n                lowlink[node] = min(lowlink[node], index[successor])\n        \n        # If node is a root node, pop the stack and generate an SCC\n        if lowlink[node] == index[node]:\n            # Start a new strongly connected component\n            scc = []\n            while True:\n                successor = stack.pop()\n                onstack.remove(successor)\n                scc.append(successor)\n                if successor == node:\n                    break\n            \n            # Only include SCCs with more than one node (actual cycles)\n            if len(scc) > 1:\n                result.append(scc)\n    \n    # Visit each node\n    for node in graph:\n        if node not in index:\n            strongconnect(node)\n    \n    return result",
+    "start_line": 18,
+    "end_line": 76,
+    "has_docstring": true,
+    "docstring": "Detect cycles in a dependency graph using Tarjan's algorithm to find\nstrongly connected components.\n\nArgs:\n    graph: A dependency graph represented as adjacency lists\n           (node -> set of dependencies)\n\nReturns:\n    A list of lists, where each inner list contains the nodes in a cycle",
+    "parameters": [
+      "graph"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function detect_cycles",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
+    "name": "strongconnect",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect"
+    ],
+    "source_code": "    def strongconnect(node):\n        # Set the depth index for node\n        index[node] = index_counter[0]\n        lowlink[node] = index_counter[0]\n        index_counter[0] += 1\n        stack.append(node)\n        onstack.add(node)\n        \n        # Consider successors\n        for successor in graph.get(node, set()):\n            if successor not in index:\n                # Successor has not yet been visited; recurse on it\n                strongconnect(successor)\n                lowlink[node] = min(lowlink[node], lowlink[successor])\n            elif successor in onstack:\n                # Successor is on the stack and hence in the current SCC\n                lowlink[node] = min(lowlink[node], index[successor])\n        \n        # If node is a root node, pop the stack and generate an SCC\n        if lowlink[node] == index[node]:\n            # Start a new strongly connected component\n            scc = []\n            while True:\n                successor = stack.pop()\n                onstack.remove(successor)\n                scc.append(successor)\n                if successor == node:\n                    break\n            \n            # Only include SCCs with more than one node (actual cycles)\n            if len(scc) > 1:\n                result.append(scc)",
+    "start_line": 38,
+    "end_line": 69,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "node"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function strongconnect",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+    "name": "resolve_cycles",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles"
+    ],
+    "source_code": "def resolve_cycles(graph: Dict[str, Set[str]]) -> Dict[str, Set[str]]:\n    \"\"\"\n    Resolve cycles in a dependency graph by identifying strongly connected\n    components and breaking cycles.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A new acyclic graph with the same nodes but with cycles broken\n    \"\"\"\n    # Detect cycles (SCCs)\n    cycles = detect_cycles(graph)\n    \n    if not cycles:\n        logger.debug(\"No cycles detected in the dependency graph\")\n        return graph\n    \n    logger.debug(f\"Detected {len(cycles)} cycles in the dependency graph\")\n    \n    # Create a copy of the graph to modify\n    new_graph = {node: deps.copy() for node, deps in graph.items()}\n    \n    # Process each cycle\n    for i, cycle in enumerate(cycles):\n        logger.debug(f\"Cycle {i+1}: {' -> '.join(cycle)}\")\n        \n        # Strategy: Break the cycle by removing the \"weakest\" dependency\n        # Here, we just arbitrarily remove the last edge to make the graph acyclic\n        # In a real-world scenario, you might use heuristics to determine which edge to break\n        # For example, removing edges between different modules before edges within the same module\n        for j in range(len(cycle) - 1):\n            current = cycle[j]\n            next_node = cycle[j + 1]\n            \n            if next_node in new_graph[current]:\n                logger.debug(f\"Breaking cycle by removing dependency: {current} -> {next_node}\")\n                new_graph[current].remove(next_node)\n                break\n    \n    return new_graph",
+    "start_line": 78,
+    "end_line": 119,
+    "has_docstring": true,
+    "docstring": "Resolve cycles in a dependency graph by identifying strongly connected\ncomponents and breaking cycles.\n\nArgs:\n    graph: A dependency graph represented as adjacency lists\n           (node -> set of dependencies)\n\nReturns:\n    A new acyclic graph with the same nodes but with cycles broken",
+    "parameters": [
+      "graph"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function resolve_cycles",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
+    "name": "topological_sort",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+      "codewiki/cli/utils/errors.py::warning"
+    ],
+    "source_code": "def topological_sort(graph: Dict[str, Set[str]]) -> List[str]:\n    \"\"\"\n    Perform a topological sort on a dependency graph.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A list of nodes in topological order (dependencies first)\n    \"\"\"\n    # First, check for and resolve cycles\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Initialize in-degree counter for all nodes\n    in_degree = {node: 0 for node in acyclic_graph}\n    \n    # Count in-degrees\n    for node, dependencies in acyclic_graph.items():\n        for dep in dependencies:\n            if dep in in_degree:\n                in_degree[dep] += 1\n    \n    # Queue of nodes with no dependencies (in-degree of 0)\n    queue = deque([node for node, degree in in_degree.items() if degree == 0])\n    \n    # Result list to store the topological order\n    result = []\n    \n    # Process nodes in topological order\n    while queue:\n        node = queue.popleft()\n        result.append(node)\n        \n        # Reduce in-degree for each node that depends on the current node\n        for dependent, deps in acyclic_graph.items():\n            if node in deps:\n                in_degree[dependent] -= 1\n                if in_degree[dependent] == 0:\n                    queue.append(dependent)\n    \n    # Check if the sort was successful (all nodes included)\n    if len(result) != len(acyclic_graph):\n        logger.warning(\"Topological sort failed: graph has cycles that weren't resolved\")\n        # Return all nodes in some order to avoid breaking the process\n        return list(acyclic_graph.keys())\n    \n    # Reverse the result to get dependencies first\n    return result[::-1]",
+    "start_line": 121,
+    "end_line": 169,
+    "has_docstring": true,
+    "docstring": "Perform a topological sort on a dependency graph.\n\nArgs:\n    graph: A dependency graph represented as adjacency lists\n           (node -> set of dependencies)\n\nReturns:\n    A list of nodes in topological order (dependencies first)",
+    "parameters": [
+      "graph"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function topological_sort",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
+    "name": "dependency_first_dfs",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+      "codewiki/cli/utils/errors.py::warning"
+    ],
+    "source_code": "def dependency_first_dfs(graph: Dict[str, Set[str]]) -> List[str]:\n    \"\"\"\n    Perform a depth-first traversal of the dependency graph, starting from root nodes\n    that have no dependencies.\n    \n    The graph uses natural dependency direction:\n    - If A depends on B, the graph has an edge A → B\n    - This means an edge from X to Y represents \"X depends on Y\"\n    - Root nodes (nodes with no incoming edges/dependencies) are processed first,\n      followed by nodes that depend on them\n    \n    Args:\n        graph: A dependency graph with natural direction (A→B if A depends on B)\n    \n    Returns:\n        A list of nodes in an order where dependencies come before their dependents\n    \"\"\"\n    # First, resolve cycles to ensure we have a DAG\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Find root nodes (nodes with no dependencies)\n    root_nodes = []\n    # Create a reverse graph to easily check if a node has incoming edges\n    has_incoming_edge = {node: False for node in acyclic_graph}\n    \n    for node, deps in acyclic_graph.items():\n        for dep in deps:\n            has_incoming_edge[dep] = True\n    \n    # Nodes with no incoming edges are root nodes\n    for node in acyclic_graph:\n        if not has_incoming_edge.get(node, False) and node in acyclic_graph:\n            root_nodes.append(node)\n    \n    if not root_nodes:\n        logger.warning(\"No root nodes found in the graph, using arbitrary starting point\")\n        root_nodes = list(acyclic_graph.keys())[:1]  # Use the first node as starting point\n    \n    # Track visited nodes\n    visited = set()\n    result = []\n    \n    # DFS function that processes dependencies first\n    def dfs(node):\n        if node in visited:\n            return\n        visited.add(node)\n        \n        # Visit all dependencies first\n        for dep in sorted(acyclic_graph.get(node, set())):\n            dfs(dep)\n        \n        # Add this node to the result after all its dependencies\n        result.append(node)\n    \n    # Start DFS from each root node\n    for root in sorted(root_nodes):\n        dfs(root)\n    \n    # Check if all nodes were visited\n    if len(result) != len(acyclic_graph):\n        # Some nodes weren't visited - try to visit remaining nodes\n        for node in sorted(acyclic_graph.keys()):\n            if node not in visited:\n                dfs(node)\n    \n    return result",
+    "start_line": 171,
+    "end_line": 237,
+    "has_docstring": true,
+    "docstring": "Perform a depth-first traversal of the dependency graph, starting from root nodes\nthat have no dependencies.\n\nThe graph uses natural dependency direction:\n- If A depends on B, the graph has an edge A → B\n- This means an edge from X to Y represents \"X depends on Y\"\n- Root nodes (nodes with no incoming edges/dependencies) are processed first,\n  followed by nodes that depend on them\n\nArgs:\n    graph: A dependency graph with natural direction (A→B if A depends on B)\n\nReturns:\n    A list of nodes in an order where dependencies come before their dependents",
+    "parameters": [
+      "graph"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function dependency_first_dfs",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
+    "name": "dfs",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs"
+    ],
+    "source_code": "    def dfs(node):\n        if node in visited:\n            return\n        visited.add(node)\n        \n        # Visit all dependencies first\n        for dep in sorted(acyclic_graph.get(node, set())):\n            dfs(dep)\n        \n        # Add this node to the result after all its dependencies\n        result.append(node)",
+    "start_line": 214,
+    "end_line": 224,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "node"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function dfs",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+    "name": "build_graph_from_components",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [],
+    "source_code": "def build_graph_from_components(components: Dict[str, Any]) -> Dict[str, Set[str]]:\n    \"\"\"\n    Build a dependency graph from a collection of code components.\n    \n    The graph uses the natural dependency direction:\n    - If A depends on B, we create an edge A → B\n    - This means an edge from node X to node Y represents \"X depends on Y\"\n    - Root nodes (nodes with no dependencies) are components that don't depend on anything\n    \n    Args:\n        components: A dictionary of code components, where each component\n                   has a 'depends_on' attribute\n    \n    Returns:\n        A dependency graph with natural dependency direction\n    \"\"\"\n    graph = {}\n    \n    for comp_id, component in components.items():\n        # Initialize the node's adjacency list\n        if comp_id not in graph:\n            graph[comp_id] = set()\n        \n        # Add dependencies\n        for dep_id in component.depends_on:\n            # Only include dependencies that are actual components in our repository\n            if dep_id in components:\n                graph[comp_id].add(dep_id)\n    \n    return graph ",
+    "start_line": 239,
+    "end_line": 268,
+    "has_docstring": true,
+    "docstring": "Build a dependency graph from a collection of code components.\n\nThe graph uses the natural dependency direction:\n- If A depends on B, we create an edge A → B\n- This means an edge from node X to node Y represents \"X depends on Y\"\n- Root nodes (nodes with no dependencies) are components that don't depend on anything\n\nArgs:\n    components: A dictionary of code components, where each component\n               has a 'depends_on' attribute\n\nReturns:\n    A dependency graph with natural dependency direction",
+    "parameters": [
+      "components"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function build_graph_from_components",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+    "name": "get_leaf_nodes",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles"
+    ],
+    "source_code": "def get_leaf_nodes(graph: Dict[str, Set[str]], components: Dict[str, Node]) -> List[str]:\n    \"\"\"\n    Find leaf nodes (nodes that no other nodes depend on) and build dependency trees\n    showing the full dependency chain from each leaf back to the ultimate dependencies.\n    \n    The graph uses natural dependency direction:\n    - If A depends on B, the graph has an edge A → B\n    - Leaf nodes are nodes that appear in no other node's dependency set\n    - Each tree shows the dependency chain: leaf → its dependencies → their dependencies, etc.\n    \n    Args:\n        graph: A dependency graph with natural direction (A→B if A depends on B)\n    \n    Returns:\n        A list of leaf nodes\n    \"\"\"\n    # First, resolve cycles to ensure we have a DAG\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Find leaf nodes (nodes that no other nodes depend on)\n    leaf_nodes = set(acyclic_graph.keys())\n\n    \n    \n    def concise_node(leaf_nodes: Set[str]) -> Set[str]:\n        concise_leaf_nodes = set()\n        for node in leaf_nodes:\n            if node.endswith(\"__init__\"):\n                # replace by class name\n                concise_leaf_nodes.add(node.replace(\".__init__\", \"\"))\n            else:\n                concise_leaf_nodes.add(node)\n        \n        keep_leaf_nodes = []\n        \n        # Determine if we should include functions based on available component types\n        # For C-based projects, we need to include functions since they don't have classes\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.debug(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                # logger.debug(f\"Leaf node {leaf_node} not found in components, removing it\")\n                pass\n\n        return keep_leaf_nodes\n\n    concise_leaf_nodes = concise_node(leaf_nodes)\n    if len(concise_leaf_nodes) >= 400:\n        logger.debug(f\"Leaf nodes are too many ({len(concise_leaf_nodes)}), removing dependencies of other nodes\")\n        # Remove nodes that are dependencies of other nodes\n        for node, deps in acyclic_graph.items():\n            for dep in deps:\n                leaf_nodes.discard(dep)\n        \n        concise_leaf_nodes = concise_node(leaf_nodes)\n    \n    if not leaf_nodes:\n        logger.warning(\"No leaf nodes found in the graph\")\n        return []\n    \n    return concise_leaf_nodes ",
+    "start_line": 271,
+    "end_line": 350,
+    "has_docstring": true,
+    "docstring": "Find leaf nodes (nodes that no other nodes depend on) and build dependency trees\nshowing the full dependency chain from each leaf back to the ultimate dependencies.\n\nThe graph uses natural dependency direction:\n- If A depends on B, the graph has an edge A → B\n- Leaf nodes are nodes that appear in no other node's dependency set\n- Each tree shows the dependency chain: leaf → its dependencies → their dependencies, etc.\n\nArgs:\n    graph: A dependency graph with natural direction (A→B if A depends on B)\n\nReturns:\n    A list of leaf nodes",
+    "parameters": [
+      "graph",
+      "components"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_leaf_nodes",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node": {
+    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
+    "name": "concise_node",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "depends_on": [],
+    "source_code": "    def concise_node(leaf_nodes: Set[str]) -> Set[str]:\n        concise_leaf_nodes = set()\n        for node in leaf_nodes:\n            if node.endswith(\"__init__\"):\n                # replace by class name\n                concise_leaf_nodes.add(node.replace(\".__init__\", \"\"))\n            else:\n                concise_leaf_nodes.add(node)\n        \n        keep_leaf_nodes = []\n        \n        # Determine if we should include functions based on available component types\n        # For C-based projects, we need to include functions since they don't have classes\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.debug(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                # logger.debug(f\"Leaf node {leaf_node} not found in components, removing it\")\n                pass\n\n        return keep_leaf_nodes",
+    "start_line": 295,
+    "end_line": 334,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "leaf_nodes"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function concise_node",
+    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
+    "name": "is_macro_name",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "depends_on": [],
+    "source_code": "def is_macro_name(token: str) -> bool:\n    \"\"\"Heuristic: an ALL_CAPS identifier (with an underscore or 4+ chars) reads\n    as a macro by C/C++ naming convention, not a function or type. Macros are\n    never extracted as components, so a call to one can never resolve to a\n    project function. This is consulted only after project resolution has had\n    its chance, so a genuine ALL_CAPS project component still matches first.\"\"\"\n    if not token or not _ALL_CAPS_RE.match(token):\n        return False\n    return (len(token) >= 4 or \"_\" in token) and token not in NON_MACRO_UPPER",
+    "start_line": 335,
+    "end_line": 343,
+    "has_docstring": true,
+    "docstring": "Heuristic: an ALL_CAPS identifier (with an underscore or 4+ chars) reads\nas a macro by C/C++ naming convention, not a function or type. Macros are\nnever extracted as components, so a call to one can never resolve to a\nproject function. This is consulted only after project resolution has had\nits chance, so a genuine ALL_CAPS project component still matches first.",
+    "parameters": [
+      "token"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_macro_name",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol",
+    "name": "normalize_symbol",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "depends_on": [],
+    "source_code": "def normalize_symbol(symbol: str) -> str:\n    \"\"\"Return a comparable symbol name from an ID, qualified name, or call target.\"\"\"\n    if not symbol:\n        return \"\"\n    normalized = symbol.strip()\n    if \"::\" in normalized and not normalized.startswith(\"std::\"):\n        normalized = normalized.split(\"::\")[-1]\n    normalized = normalized.split(\"(\")[0]\n    normalized = normalized.strip(\"&*[] \")\n    if \".\" in normalized:\n        normalized = normalized.split(\".\")[-1]\n    if \"::\" in normalized:\n        normalized = normalized.split(\"::\")[-1]\n    return normalized",
+    "start_line": 346,
+    "end_line": 359,
+    "has_docstring": true,
+    "docstring": "Return a comparable symbol name from an ID, qualified name, or call target.",
+    "parameters": [
+      "symbol"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function normalize_symbol",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+    "name": "is_external_symbol",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol"
+    ],
+    "source_code": "def is_external_symbol(language: str | None, symbol: str) -> bool:\n    \"\"\"Check whether a callee is a known external/runtime symbol.\n\n    Classification is layered, from most general to most specific:\n      1. Namespace prefix rules (``java.``/``javax.``/``std::``/...), which hold\n         for any project regardless of which third-party libraries it uses.\n      2. The curated language standard-library sets, which encode only true\n         language-level knowledge (libc, STL members, java.lang types).\n\n    A dotted Java name that survives the prefix rules is qualified to some\n    non-JDK package; whether that package belongs to the project is decided by\n    the resolver's project-package check, not by simple-name matching here.\n    \"\"\"\n    if not symbol:\n        return False\n\n    if symbol.startswith((\"java.\", \"javax.\", \"jdk.\", \"sun.\")):\n        return True\n    if symbol.startswith(\"std::\"):\n        return True\n\n    if language == \"java\":\n        if \".\" in symbol:\n            return False\n        return symbol in JAVA_EXTERNAL_SYMBOLS\n\n    normalized = normalize_symbol(symbol)\n    if language == \"cpp\":\n        return normalized in CPP_EXTERNAL_SYMBOLS\n    if language == \"c\":\n        return normalized in C_EXTERNAL_SYMBOLS\n    return False",
+    "start_line": 362,
+    "end_line": 393,
+    "has_docstring": true,
+    "docstring": "Check whether a callee is a known external/runtime symbol.\n\nClassification is layered, from most general to most specific:\n  1. Namespace prefix rules (``java.``/``javax.``/``std::``/...), which hold\n     for any project regardless of which third-party libraries it uses.\n  2. The curated language standard-library sets, which encode only true\n     language-level knowledge (libc, STL members, java.lang types).\n\nA dotted Java name that survives the prefix rules is qualified to some\nnon-JDK package; whether that package belongs to the project is decided by\nthe resolver's project-package check, not by simple-name matching here.",
+    "parameters": [
+      "language",
+      "symbol"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_external_symbol",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
+    "name": "ColoredFormatter",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "depends_on": [],
+    "source_code": "class ColoredFormatter(logging.Formatter):\n    \"\"\"Custom formatter with colored output for better readability.\n    \n    This formatter adds colors to different log levels and components:\n    - Log levels are colored based on severity\n    - Timestamps are shown in blue\n    - Module names are shown in magenta\n    - Messages are shown in the default terminal color\n    \"\"\"\n    \n    # Define colors for different log levels\n    COLORS = {\n        'DEBUG': Fore.BLUE,\n        'INFO': Fore.CYAN,\n        'WARNING': Fore.YELLOW,\n        'ERROR': Fore.RED,\n        'CRITICAL': Fore.RED + Style.BRIGHT,\n    }\n    \n    # Define colors for different components\n    COMPONENT_COLORS = {\n        'timestamp': Fore.BLUE,\n        'module': Fore.MAGENTA,\n        'reset': Style.RESET_ALL,\n    }\n    \n    def format(self, record):\n        \"\"\"Format log record with colors.\"\"\"\n        # Get the color for this log level\n        level_color = self.COLORS.get(record.levelname, '')\n        \n        # Format timestamp\n        timestamp = self.formatTime(record, '%H:%M:%S')\n        colored_timestamp = f\"{self.COMPONENT_COLORS['timestamp']}[{timestamp}]{self.COMPONENT_COLORS['reset']}\"\n        \n        # Format log level with color\n        colored_level = f\"{level_color}{record.levelname:8}{self.COMPONENT_COLORS['reset']}\"\n        \n        # Format the message with the same color as the log level\n        message = record.getMessage()\n        colored_message = f\"{level_color}{message}{self.COMPONENT_COLORS['reset']}\"\n        \n        # Combine all parts (without module name column)\n        log_line = f\"{colored_timestamp} {colored_level} {colored_message}\"\n        \n        # Handle exceptions\n        if record.exc_info:\n            log_line += \"\\n\" + self.formatException(record.exc_info)\n        \n        return log_line",
+    "start_line": 35,
+    "end_line": 84,
+    "has_docstring": true,
+    "docstring": "Custom formatter with colored output for better readability.\n\nThis formatter adds colors to different log levels and components:\n- Log levels are colored based on severity\n- Timestamps are shown in blue\n- Module names are shown in magenta\n- Messages are shown in the default terminal color",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "logging.Formatter"
+    ],
+    "class_name": null,
+    "display_name": "class ColoredFormatter",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_logging": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_logging",
+    "name": "setup_logging",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter"
+    ],
+    "source_code": "def setup_logging(level=logging.INFO):\n    \"\"\"\n    Set up logging configuration with colored output.\n    \n    Args:\n        level: Logging level (default: logging.INFO)\n    \"\"\"\n    # Create console handler\n    console_handler = logging.StreamHandler(sys.stdout)\n    console_handler.setLevel(level)\n    \n    # Set colored formatter\n    colored_formatter = ColoredFormatter()\n    console_handler.setFormatter(colored_formatter)\n    \n    # Configure root logger\n    root_logger = logging.getLogger()\n    root_logger.setLevel(level)\n    \n    # Remove existing handlers to avoid duplicates\n    root_logger.handlers.clear()\n    \n    # Add our console handler\n    root_logger.addHandler(console_handler)",
+    "start_line": 87,
+    "end_line": 110,
+    "has_docstring": true,
+    "docstring": "Set up logging configuration with colored output.\n\nArgs:\n    level: Logging level (default: logging.INFO)",
+    "parameters": [
+      "level"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function setup_logging",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_logging",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_module_logging": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_module_logging",
+    "name": "setup_module_logging",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter"
+    ],
+    "source_code": "def setup_module_logging(module_name: str, level=logging.INFO):\n    \"\"\"\n    Set up logging for a specific module with colored output.\n    \n    Args:\n        module_name: Name of the module to configure logging for\n        level: Logging level (default: logging.INFO)\n    \"\"\"\n    logger = logging.getLogger(module_name)\n    logger.setLevel(level)\n    \n    # Create console handler\n    console_handler = logging.StreamHandler(sys.stdout)\n    console_handler.setLevel(level)\n    \n    # Set colored formatter\n    colored_formatter = ColoredFormatter()\n    console_handler.setFormatter(colored_formatter)\n    \n    # Remove existing handlers\n    logger.handlers.clear()\n    \n    # Add console handler\n    logger.addHandler(console_handler)\n    \n    # Prevent propagation to avoid duplicate logs\n    logger.propagate = False\n    \n    return logger",
+    "start_line": 113,
+    "end_line": 141,
+    "has_docstring": true,
+    "docstring": "Set up logging for a specific module with colored output.\n\nArgs:\n    module_name: Name of the module to configure logging for\n    level: Logging level (default: logging.INFO)",
+    "parameters": [
+      "module_name",
+      "level"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function setup_module_logging",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_module_logging",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/patterns.py::get_function_patterns_for_language": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::get_function_patterns_for_language",
+    "name": "get_function_patterns_for_language",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "depends_on": [],
+    "source_code": "def get_function_patterns_for_language(language: str) -> list:\n    \"\"\"\n    Get function definition patterns for a specific language.\n\n    Args:\n        language: Programming language name\n\n    Returns:\n        List of function definition patterns for the language\n    \"\"\"\n    return FUNCTION_DEFINITION_PATTERNS.get(\n        language.lower(), FUNCTION_DEFINITION_PATTERNS[\"general\"]\n    )",
+    "start_line": 460,
+    "end_line": 472,
+    "has_docstring": true,
+    "docstring": "Get function definition patterns for a specific language.\n\nArgs:\n    language: Programming language name\n\nReturns:\n    List of function definition patterns for the language",
+    "parameters": [
+      "language"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_function_patterns_for_language",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::get_function_patterns_for_language",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_file": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_file",
+    "name": "is_entry_point_file",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "depends_on": [],
+    "source_code": "def is_entry_point_file(filename: str) -> bool:\n    \"\"\"\n    Check if a filename matches entry point patterns.\n\n    Args:\n        filename: Name of the file to check\n\n    Returns:\n        True if the file is likely an entry point\n    \"\"\"\n    filename_lower = filename.lower()\n\n    # Exact match\n    if filename_lower in ENTRY_POINT_PATTERNS:\n        return True\n\n    # Partial name matching for flexibility\n    for pattern in ENTRY_POINT_NAME_PATTERNS:\n        if pattern in filename_lower and any(\n            ext in filename_lower for ext in [\".py\", \".js\", \".ts\", \".go\", \".rs\", \".c\", \".cpp\"]\n        ):\n            return True\n\n    return False",
+    "start_line": 475,
+    "end_line": 498,
+    "has_docstring": true,
+    "docstring": "Check if a filename matches entry point patterns.\n\nArgs:\n    filename: Name of the file to check\n\nReturns:\n    True if the file is likely an entry point",
+    "parameters": [
+      "filename"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_entry_point_file",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_file",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path",
+    "name": "is_entry_point_path",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "depends_on": [],
+    "source_code": "def is_entry_point_path(filepath: str) -> bool:\n    \"\"\"\n    Check if a file path matches entry point path patterns.\n\n    Args:\n        filepath: Full path of the file to check\n\n    Returns:\n        True if the path suggests an entry point\n    \"\"\"\n    filepath_lower = filepath.lower()\n\n    for pattern in ENTRY_POINT_PATH_PATTERNS:\n        if pattern in filepath_lower:\n            return True\n\n    return False",
+    "start_line": 501,
+    "end_line": 517,
+    "has_docstring": true,
+    "docstring": "Check if a file path matches entry point path patterns.\n\nArgs:\n    filepath: Full path of the file to check\n\nReturns:\n    True if the path suggests an entry point",
+    "parameters": [
+      "filepath"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_entry_point_path",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/patterns.py::has_high_connectivity_potential": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::has_high_connectivity_potential",
+    "name": "has_high_connectivity_potential",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "depends_on": [],
+    "source_code": "def has_high_connectivity_potential(filename: str, filepath: str) -> bool:\n    \"\"\"\n    Check if a file has high connectivity potential based on name and path.\n\n    Args:\n        filename: Name of the file\n        filepath: Full path of the file\n\n    Returns:\n        True if the file likely has high connectivity\n    \"\"\"\n    filename_lower = filename.lower()\n    filepath_lower = filepath.lower()\n\n    # Check filename patterns\n    if any(pattern in filename_lower for pattern in HIGH_CONNECTIVITY_PATTERNS):\n        return True\n\n    # Check filepath patterns\n    if any(pattern in filepath_lower for pattern in HIGH_CONNECTIVITY_PATTERNS):\n        return True\n\n    # Check source directory patterns\n    if any(pattern in filepath_lower for pattern in SOURCE_DIRECTORY_PATTERNS):\n        return True\n\n    return False",
+    "start_line": 520,
+    "end_line": 546,
+    "has_docstring": true,
+    "docstring": "Check if a file has high connectivity potential based on name and path.\n\nArgs:\n    filename: Name of the file\n    filepath: Full path of the file\n\nReturns:\n    True if the file likely has high connectivity",
+    "parameters": [
+      "filename",
+      "filepath"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function has_high_connectivity_potential",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::has_high_connectivity_potential",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_critical_function": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_critical_function",
+    "name": "is_critical_function",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "depends_on": [],
+    "source_code": "def is_critical_function(func_name: str, code_snippet: Optional[str] = None) -> bool:\n    \"\"\"\n    Check if a function is critical based on name and code patterns.\n\n    Args:\n        func_name: Name of the function\n        code_snippet: Optional code snippet to analyze\n\n    Returns:\n        True if the function is considered critical\n    \"\"\"\n    # Check critical function names\n    if func_name.lower() in CRITICAL_FUNCTION_NAMES:\n        return True\n\n    # Check export patterns in code snippet\n    if code_snippet:\n        snippet_lower = code_snippet.lower()\n        if any(pattern in snippet_lower for pattern in EXPORT_PATTERNS):\n            return True\n\n    return False",
+    "start_line": 549,
+    "end_line": 570,
+    "has_docstring": true,
+    "docstring": "Check if a function is critical based on name and code patterns.\n\nArgs:\n    func_name: Name of the function\n    code_snippet: Optional code snippet to analyze\n\nReturns:\n    True if the function is considered critical",
+    "parameters": [
+      "func_name",
+      "code_snippet"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_critical_function",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_critical_function",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_entry_points": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_entry_points",
+    "name": "find_fallback_entry_points",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path"
+    ],
+    "source_code": "def find_fallback_entry_points(code_files: List[Dict], max_files: int = 5) -> List[Dict]:\n    \"\"\"\n    Find fallback entry points when standard patterns don't match.\n\n    Args:\n        code_files: List of all code files\n        max_files: Maximum number of fallback files to return\n\n    Returns:\n        List of files that could serve as entry points\n    \"\"\"\n    fallback_files = []\n\n    # Try fallback name patterns\n    for file_info in code_files:\n        filename = file_info[\"name\"].lower()\n        filepath = file_info[\"path\"].lower()\n\n        # Check for any main-like files\n        if any(pattern in filename for pattern in [\"main\", \"app\", \"server\", \"start\", \"index\"]):\n            fallback_files.append(file_info)\n\n        # Check for entry point paths\n        elif is_entry_point_path(filepath):\n            fallback_files.append(file_info)\n\n    # If still nothing, try files in root or common directories\n    if not fallback_files:\n        for file_info in code_files:\n            filepath = file_info[\"path\"]\n            # Files in root directory or immediate subdirectories\n            if filepath.count(\"/\") <= 1:\n                fallback_files.append(file_info)\n\n    # Sort by likelihood (prefer shorter paths, common names)\n    def fallback_priority(file_info):\n        path = file_info[\"path\"].lower()\n        name = file_info[\"name\"].lower()\n\n        score = 0\n        # Prefer shorter paths (closer to root)\n        score -= path.count(\"/\")\n        # Prefer common entry point names\n        if any(pattern in name for pattern in [\"main\", \"app\", \"index\"]):\n            score -= 10\n        # Prefer certain extensions\n        if any(ext in name for ext in [\".py\", \".js\", \".go\", \".rs\"]):\n            score -= 5\n\n        return score\n\n    fallback_files.sort(key=fallback_priority)\n    return fallback_files[:max_files]",
+    "start_line": 573,
+    "end_line": 625,
+    "has_docstring": true,
+    "docstring": "Find fallback entry points when standard patterns don't match.\n\nArgs:\n    code_files: List of all code files\n    max_files: Maximum number of fallback files to return\n\nReturns:\n    List of files that could serve as entry points",
+    "parameters": [
+      "code_files",
+      "max_files"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function find_fallback_entry_points",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_entry_points",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/patterns.py::fallback_priority": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::fallback_priority",
+    "name": "fallback_priority",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "depends_on": [],
+    "source_code": "    def fallback_priority(file_info):\n        path = file_info[\"path\"].lower()\n        name = file_info[\"name\"].lower()\n\n        score = 0\n        # Prefer shorter paths (closer to root)\n        score -= path.count(\"/\")\n        # Prefer common entry point names\n        if any(pattern in name for pattern in [\"main\", \"app\", \"index\"]):\n            score -= 10\n        # Prefer certain extensions\n        if any(ext in name for ext in [\".py\", \".js\", \".go\", \".rs\"]):\n            score -= 5\n\n        return score",
+    "start_line": 608,
+    "end_line": 622,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "file_info"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function fallback_priority",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::fallback_priority",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_connectivity_files": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_connectivity_files",
+    "name": "find_fallback_connectivity_files",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "depends_on": [],
+    "source_code": "def find_fallback_connectivity_files(code_files: List[Dict], max_files: int = 10) -> List[Dict]:\n    \"\"\"\n    Find fallback high-connectivity files when standard patterns don't match.\n\n    Args:\n        code_files: List of all code files\n        max_files: Maximum number of fallback files to return\n\n    Returns:\n        List of files that likely have good connectivity\n    \"\"\"\n    fallback_files = []\n\n    # Include all files from common source directories\n    for file_info in code_files:\n        filepath = file_info[\"path\"].lower()\n\n        # Any file in src, lib, or similar directories\n        if any(pattern in filepath for pattern in [\"src/\", \"lib/\", \"app/\", \"pkg/\", \"core/\"]):\n            fallback_files.append(file_info)\n\n    # If still not enough, include files with certain extensions\n    if len(fallback_files) < max_files:\n        for file_info in code_files:\n            if file_info not in fallback_files:\n                name = file_info[\"name\"].lower()\n                # Include common source file extensions\n                if any(ext in name for ext in [\".py\", \".js\", \".ts\", \".go\", \".rs\", \".c\", \".cpp\"]):\n                    # Skip test files\n                    if not any(test_pattern in name for test_pattern in [\"test\", \"spec\", \"_test\"]):\n                        fallback_files.append(file_info)\n\n    return fallback_files[:max_files]",
+    "start_line": 628,
+    "end_line": 660,
+    "has_docstring": true,
+    "docstring": "Find fallback high-connectivity files when standard patterns don't match.\n\nArgs:\n    code_files: List of all code files\n    max_files: Maximum number of fallback files to return\n\nReturns:\n    List of files that likely have good connectivity",
+    "parameters": [
+      "code_files",
+      "max_files"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function find_fallback_connectivity_files",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_connectivity_files",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/security.py::_inside": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/security.py::_inside",
+    "name": "_inside",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/security.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/security.py",
+    "depends_on": [],
+    "source_code": "def _inside(base: Path, target: Path) -> bool:\n    base_r = base.resolve()\n    try:\n        target_r = target.resolve()\n        return target_r.is_relative_to(base_r)  # py>=3.9\n    except AttributeError:\n        return str(target.resolve()).startswith(str(base_r))",
+    "start_line": 4,
+    "end_line": 10,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "base",
+      "target"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _inside",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/security.py::_inside",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path",
+    "name": "assert_safe_path",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/security.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/security.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/security.py::_inside"
+    ],
+    "source_code": "def assert_safe_path(base_dir: Path, target: Path):\n    # Block symlinks (file or dir)\n    if target.is_symlink():\n        raise PermissionError(f\"Symlink blocked: {target}\")\n    # Block paths that escape repo\n    if not _inside(base_dir, target):\n        raise PermissionError(f\"Path escapes repo: {target} -> {target.resolve()}\")",
+    "start_line": 12,
+    "end_line": 18,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "base_dir",
+      "target"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function assert_safe_path",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text": {
+    "id": "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
+    "name": "safe_open_text",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/security.py",
+    "relative_path": "codewiki/src/be/dependency_analyzer/utils/security.py",
+    "depends_on": [
+      "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path"
+    ],
+    "source_code": "def safe_open_text(base_dir: Path, target: Path, encoding=\"utf-8\"):\n    assert_safe_path(base_dir, target)\n    flags = os.O_RDONLY\n    if hasattr(os, \"O_NOFOLLOW\"):\n        flags |= os.O_NOFOLLOW\n    fd = os.open(str(target), flags)\n    try:\n        with os.fdopen(fd, \"r\", encoding=encoding, errors=\"replace\") as f:\n            return f.read()\n    finally:\n        try:\n            os.close(fd)\n        except OSError:\n            pass",
+    "start_line": 20,
+    "end_line": 33,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "base_dir",
+      "target",
+      "encoding"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function safe_open_text",
+    "component_id": "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/documentation_generator.py::DocumentationGenerator": {
+    "id": "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+    "name": "DocumentationGenerator",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/documentation_generator.py",
+    "relative_path": "codewiki/src/be/documentation_generator.py",
+    "depends_on": [
+      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/backend.py::get_backend",
+      "codewiki/cli/utils/fs.py::ensure_directory",
+      "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/cluster_modules.py::cluster_modules"
+    ],
+    "source_code": "class DocumentationGenerator:\n    \"\"\"Main documentation generation orchestrator.\"\"\"\n\n    def __init__(self, config: Config, commit_id: str = None, backend: LLMBackend = None):\n        self.config = config\n        self.commit_id = commit_id\n        self.graph_builder = DependencyGraphBuilder(config)\n        self.backend: LLMBackend = backend or get_backend(config)\n    \n    def create_documentation_metadata(self, working_dir: str, components: Dict[str, Any], num_leaf_nodes: int):\n        \"\"\"Create a metadata file with documentation generation information.\"\"\"\n        from datetime import datetime\n        \n        metadata = {\n            \"generation_info\": {\n                \"timestamp\": datetime.now().isoformat(),\n                \"main_model\": self.config.main_model,\n                \"generator_version\": \"1.0.1\",\n                \"repo_path\": self.config.repo_path,\n                \"commit_id\": self.commit_id\n            },\n            \"statistics\": {\n                \"total_components\": len(components),\n                \"leaf_nodes\": num_leaf_nodes,\n                \"max_depth\": self.config.max_depth\n            },\n            \"files_generated\": [\n                \"overview.md\",\n                \"module_tree.json\",\n                \"first_module_tree.json\"\n            ]\n        }\n        \n        # Add generated markdown files to the metadata\n        try:\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') and file_path not in metadata[\"files_generated\"]:\n                    metadata[\"files_generated\"].append(file_path)\n        except Exception as e:\n            logger.warning(f\"Could not list generated files: {e}\")\n        \n        metadata_path = os.path.join(working_dir, \"metadata.json\")\n        file_manager.save_json(metadata, metadata_path)\n\n    \n    def get_processing_order(self, module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[tuple[List[str], str]]:\n        \"\"\"Get the processing order using topological sort (leaf modules first).\"\"\"\n        processing_order = []\n        \n        def collect_modules(tree: Dict[str, Any], path: List[str]):\n            for module_name, module_info in tree.items():\n                current_path = path + [module_name]\n                \n                # If this module has children, process them first\n                if module_info.get(\"children\") and isinstance(module_info[\"children\"], dict) and module_info[\"children\"]:\n                    collect_modules(module_info[\"children\"], current_path)\n                    # Add this parent module after its children\n                    processing_order.append((current_path, module_name))\n                else:\n                    # This is a leaf module, add it immediately\n                    processing_order.append((current_path, module_name))\n        \n        collect_modules(module_tree, parent_path)\n        return processing_order\n\n    def is_leaf_module(self, module_info: Dict[str, Any]) -> bool:\n        \"\"\"Check if a module is a leaf module (has no children or empty children).\"\"\"\n        children = module_info.get(\"children\", {})\n        return not children or (isinstance(children, dict) and len(children) == 0)\n\n    def build_overview_structure(self, module_tree: Dict[str, Any], module_path: List[str],\n                                 working_dir: str) -> Dict[str, Any]:\n        \"\"\"Build structure for overview generation with 1-depth children docs and target indicator.\"\"\"\n        \n        processed_module_tree = deepcopy(module_tree)\n        module_info = processed_module_tree\n        for path_part in module_path:\n            module_info = module_info[path_part]\n            if path_part != module_path[-1]:\n                module_info = module_info.get(\"children\", {})\n            else:\n                module_info[\"is_target_for_overview_generation\"] = True\n\n        if \"children\" in module_info:\n            module_info = module_info[\"children\"]\n\n        for child_name, child_info in module_info.items():\n            child_docs_path = self._resolve_child_docs_path(working_dir, child_name)\n            if child_docs_path is not None:\n                child_info[\"docs\"] = file_manager.load_text(child_docs_path)\n            else:\n                logger.warning(f\"Module docs not found at {os.path.join(working_dir, f'{child_name}.md')}\")\n                child_info[\"docs\"] = \"\"\n\n        return processed_module_tree\n\n    @staticmethod\n    def _resolve_child_docs_path(working_dir: str, child_name: str) -> str | None:\n        \"\"\"Resolve the on-disk path for a child module's .md doc.\n\n        Sub-agents sometimes save files under a sanitized variant of the\n        module name (spaces → underscores, lowercased, etc.) rather than the\n        exact key in the module tree. Try a small set of common variants\n        before giving up so the overview prompt still gets the children's\n        content as context.\n        \"\"\"\n        candidates = []\n        seen = set()\n        base_variants = [\n            child_name,\n            child_name.replace(\" \", \"_\"),\n            child_name.replace(\" \", \"-\"),\n            child_name.replace(\" \", \"\"),\n        ]\n        for variant in base_variants:\n            for cased in (variant, variant.lower()):\n                if cased not in seen:\n                    seen.add(cased)\n                    candidates.append(f\"{cased}.md\")\n\n        for filename in candidates:\n            candidate_path = os.path.join(working_dir, filename)\n            if os.path.exists(candidate_path):\n                return candidate_path\n        return None\n\n    async def generate_module_documentation(self, components: Dict[str, Any], leaf_nodes: List[str]) -> str:\n        \"\"\"Generate documentation for all modules using dynamic programming approach.\"\"\"\n        # Prepare output directory\n        working_dir = os.path.abspath(self.config.docs_dir)\n        file_manager.ensure_directory(working_dir)\n\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n        first_module_tree = file_manager.load_json(first_module_tree_path)\n        \n        # Get processing order (leaf modules first)\n        processing_order = self.get_processing_order(first_module_tree)\n\n        \n        # Process modules in dependency order\n        final_module_tree = module_tree\n        processed_modules = set()\n\n        if len(module_tree) > 0:\n            for module_path, module_name in processing_order:\n                try:\n                    # Reload module tree to get latest hierarchical structure from sub-agent modifications\n                    module_tree = file_manager.load_json(module_tree_path)\n                    \n                    # Get the module info from the tree\n                    module_info = module_tree\n                    for path_part in module_path:\n                        module_info = module_info[path_part]\n                        if path_part != module_path[-1]:  # Not the last part\n                            module_info = module_info.get(\"children\", {})\n                    \n                    # Skip if already processed\n                    module_key = \"/\".join(module_path)\n                    if module_key in processed_modules:\n                        continue\n                    \n                    # Process the module\n                    if self.is_leaf_module(module_info):\n                        logger.info(f\"📄 Processing leaf module: {module_key}\")\n                        final_module_tree = await self.backend.run_module_agent(\n                            module_name=module_name,\n                            components=components,\n                            core_component_ids=module_info[\"components\"],\n                            module_path=module_path,\n                            working_dir=working_dir,\n                        )\n                    else:\n                        logger.info(f\"📁 Processing parent module: {module_key}\")\n                        final_module_tree = await self.generate_parent_module_docs(\n                            module_path, working_dir\n                        )\n                    \n                    processed_modules.add(module_key)\n                    \n                except Exception as e:\n                    logger.error(f\"Failed to process module {module_key}: {str(e)}\")\n                    logger.error(f\"Traceback: {traceback.format_exc()}\")\n                    continue\n\n            # Generate repo overview\n            logger.info(f\"📚 Generating repository overview\")\n            final_module_tree = await self.generate_parent_module_docs(\n                [], working_dir\n            )\n        else:\n            logger.info(f\"Processing whole repo because repo can fit in the context window\")\n            repo_name = os.path.basename(os.path.normpath(self.config.repo_path))\n            final_module_tree = await self.backend.run_module_agent(\n                module_name=repo_name,\n                components=components,\n                core_component_ids=leaf_nodes,\n                module_path=[],\n                working_dir=working_dir,\n            )\n\n            # save final_module_tree to module_tree.json\n            file_manager.save_json(final_module_tree, os.path.join(working_dir, MODULE_TREE_FILENAME))\n\n            # rename repo_name.md to overview.md\n            repo_overview_path = os.path.join(working_dir, f\"{repo_name}.md\")\n            if os.path.exists(repo_overview_path):\n                os.rename(repo_overview_path, os.path.join(working_dir, OVERVIEW_FILENAME))\n        \n        return working_dir\n\n    async def generate_parent_module_docs(self, module_path: List[str], \n                                        working_dir: str) -> Dict[str, Any]:\n        \"\"\"Generate documentation for a parent module based on its children's documentation.\"\"\"\n        module_name = module_path[-1] if len(module_path) >= 1 else os.path.basename(os.path.normpath(self.config.repo_path))\n\n        logger.info(f\"Generating parent documentation for: {module_name}\")\n        \n        # Load module tree\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n\n        # check if overview docs already exists\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(f\"✓ Overview docs already exists at {overview_docs_path}\")\n            return module_tree\n\n        # check if parent docs already exists\n        parent_docs_path = os.path.join(working_dir, f\"{module_name if len(module_path) >= 1 else OVERVIEW_FILENAME.replace('.md', '')}.md\")\n        if os.path.exists(parent_docs_path):\n            logger.info(f\"✓ Parent docs already exists at {parent_docs_path}\")\n            return module_tree\n\n        # Create repo structure with 1-depth children docs and target indicator\n        repo_structure = self.build_overview_structure(module_tree, module_path, working_dir)\n\n        prompt = MODULE_OVERVIEW_PROMPT.format(\n            module_name=module_name,\n            repo_structure=json.dumps(repo_structure, indent=4)\n        ) if len(module_path) >= 1 else REPO_OVERVIEW_PROMPT.format(\n            repo_name=module_name,\n            repo_structure=json.dumps(repo_structure, indent=4)\n        )\n        \n        try:\n            parent_docs = self.backend.complete(prompt)\n\n            # Parse and save parent documentation. Subscription-CLI backends\n            # (claude-code / codex) sometimes ignore the <OVERVIEW> wrapper and\n            # return raw markdown; fall back to the response as-is in that case\n            # rather than crashing with an index error.\n            if \"<OVERVIEW>\" in parent_docs and \"</OVERVIEW>\" in parent_docs:\n                parent_content = parent_docs.split(\"<OVERVIEW>\")[1].split(\"</OVERVIEW>\")[0].strip()\n            else:\n                logger.warning(\n                    f\"Overview response for {module_name} missing <OVERVIEW> wrapper; \"\n                    f\"using raw response as markdown.\"\n                )\n                parent_content = parent_docs.strip()\n            file_manager.save_text(parent_content, parent_docs_path)\n            \n            logger.debug(f\"Successfully generated parent documentation for: {module_name}\")\n            return module_tree\n            \n        except Exception as e:\n            logger.error(f\"Error generating parent documentation for {module_name}: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise\n    \n    async def run(self) -> None:\n        \"\"\"Run the complete documentation generation process using dynamic programming.\"\"\"\n        try:\n            # Build dependency graph\n            components, leaf_nodes = self.graph_builder.build_dependency_graph()\n\n            logger.debug(f\"Found {len(leaf_nodes)} leaf nodes\")\n            # logger.debug(f\"Leaf nodes:\\n{'\\n'.join(sorted(leaf_nodes)[:200])}\")\n            # exit()\n            \n            # Cluster modules\n            working_dir = os.path.abspath(self.config.docs_dir)\n            file_manager.ensure_directory(working_dir)\n            first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n            module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n            \n            # Check if module tree exists\n            if os.path.exists(first_module_tree_path):\n                logger.debug(f\"Module tree found at {first_module_tree_path}\")\n                module_tree = file_manager.load_json(first_module_tree_path)\n            else:\n                logger.debug(f\"Module tree not found at {module_tree_path}, clustering modules\")\n                clustering_tokens = get_clustering_input_token_count(\n                    leaf_nodes, components\n                )\n                logger.info(\n                    \"Preparing %d leaf nodes for module clustering (%d tokens, threshold %d)\",\n                    len(leaf_nodes),\n                    clustering_tokens,\n                    self.config.max_token_per_module,\n                )\n                # Bind cluster_model into the completer so the backend uses the\n                # configured clustering model (separate from main_model) when\n                # one is set.  Caw mode's cluster_model is typically empty —\n                # complete() falls back to its own _model in that case.\n                cluster_model = self.config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    self.config,\n                    completer=lambda p: self.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n            \n            file_manager.save_json(module_tree, module_tree_path)\n            \n            if len(module_tree) == 0:\n                logger.info(\n                    \"Module clustering produced no top-level modules; continuing in \"\n                    \"whole-repository documentation mode\"\n                )\n            else:\n                logger.info(\n                    \"Grouped components into %d top-level modules\",\n                    len(module_tree),\n                )\n            \n            # Generate module documentation using dynamic programming approach\n            # This processes leaf modules first, then parent modules\n            working_dir = await self.generate_module_documentation(components, leaf_nodes)\n            \n            # Create documentation metadata\n            self.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            logger.debug(f\"Documentation generation completed successfully using dynamic programming!\")\n            logger.debug(f\"Processing order: leaf modules → parent modules → repository overview\")\n            logger.debug(f\"Documentation saved to: {working_dir}\")\n            \n        except Exception as e:\n            logger.error(f\"Documentation generation failed: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise",
+    "start_line": 31,
+    "end_line": 373,
+    "has_docstring": true,
+    "docstring": "Main documentation generation orchestrator.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class DocumentationGenerator",
+    "component_id": "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens": {
+    "id": "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
+    "name": "_should_use_max_completion_tokens",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [],
+    "source_code": "def _should_use_max_completion_tokens(model_name: str, base_url: str) -> bool:\n    \"\"\"\n    Determine whether to use max_completion_tokens instead of max_tokens.\n\n    Newer OpenAI models (o1, o3, o4, gpt-4o, gpt-5, etc.) require\n    max_completion_tokens. Anthropic and other providers still use max_tokens.\n    \"\"\"\n    model_lower = model_name.lower()\n    # OpenAI models that require max_completion_tokens\n    new_openai_patterns = (\"o1\", \"o3\", \"o4\", \"gpt-4o\", \"gpt-4-turbo\", \"gpt-5\")\n    if any(pattern in model_lower for pattern in new_openai_patterns):\n        return True\n    # If base_url points to OpenAI directly, newer models may need it\n    if base_url and \"api.openai.com\" in base_url:\n        return True\n    return False",
+    "start_line": 23,
+    "end_line": 38,
+    "has_docstring": true,
+    "docstring": "Determine whether to use max_completion_tokens instead of max_tokens.\n\nNewer OpenAI models (o1, o3, o4, gpt-4o, gpt-5, etc.) require\nmax_completion_tokens. Anthropic and other providers still use max_tokens.",
+    "parameters": [
+      "model_name",
+      "base_url"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _should_use_max_completion_tokens",
+    "component_id": "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::_build_model_settings": {
+    "id": "codewiki/src/be/llm_services.py::_build_model_settings",
+    "name": "_build_model_settings",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [
+      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens"
+    ],
+    "source_code": "def _build_model_settings(config: Config, model_name: str) -> OpenAIModelSettings:\n    \"\"\"Build model settings with the correct token parameter.\"\"\"\n    if _should_use_max_completion_tokens(model_name, config.llm_base_url):\n        return OpenAIModelSettings(\n            temperature=0.0,\n            max_completion_tokens=config.max_tokens\n        )\n    return OpenAIModelSettings(\n        temperature=0.0,\n        max_tokens=config.max_tokens\n    )",
+    "start_line": 41,
+    "end_line": 51,
+    "has_docstring": true,
+    "docstring": "Build model settings with the correct token parameter.",
+    "parameters": [
+      "config",
+      "model_name"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _build_model_settings",
+    "component_id": "codewiki/src/be/llm_services.py::_build_model_settings",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::_get_litellm_model_name": {
+    "id": "codewiki/src/be/llm_services.py::_get_litellm_model_name",
+    "name": "_get_litellm_model_name",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [],
+    "source_code": "def _get_litellm_model_name(model_name: str, provider: str) -> str:\n    \"\"\"\n    Get the litellm-compatible model name for a given provider.\n\n    For Bedrock, prefixes the model name with 'bedrock/' if not already prefixed.\n    For Anthropic, prefixes with 'anthropic/' if not already prefixed.\n    \"\"\"\n    if provider == \"bedrock\":\n        if not model_name.startswith(\"bedrock/\"):\n            return f\"bedrock/{model_name}\"\n    elif provider == \"anthropic\":\n        if not model_name.startswith(\"anthropic/\"):\n            return f\"anthropic/{model_name}\"\n    return model_name",
+    "start_line": 54,
+    "end_line": 67,
+    "has_docstring": true,
+    "docstring": "Get the litellm-compatible model name for a given provider.\n\nFor Bedrock, prefixes the model name with 'bedrock/' if not already prefixed.\nFor Anthropic, prefixes with 'anthropic/' if not already prefixed.",
+    "parameters": [
+      "model_name",
+      "provider"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _get_litellm_model_name",
+    "component_id": "codewiki/src/be/llm_services.py::_get_litellm_model_name",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::CompatibleOpenAIModel": {
+    "id": "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
+    "name": "CompatibleOpenAIModel",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [],
+    "source_code": "class CompatibleOpenAIModel(OpenAIModel):\n    \"\"\"OpenAIModel subclass that patches non-standard API proxy responses.\n\n    Some OpenAI-compatible proxies return responses with fields like\n    choices[].index set to None instead of an integer. This subclass\n    fixes those fields before pydantic validation runs.\n    \"\"\"\n\n    def _validate_completion(self, response: chat.ChatCompletion) -> chat.ChatCompletion:\n        # Patch choices[].index: None -> sequential integer (0, 1, 2, ...)\n        if response.choices:\n            for i, choice in enumerate(response.choices):\n                if choice.index is None:\n                    choice.index = i\n        return super()._validate_completion(response)",
+    "start_line": 70,
+    "end_line": 84,
+    "has_docstring": true,
+    "docstring": "OpenAIModel subclass that patches non-standard API proxy responses.\n\nSome OpenAI-compatible proxies return responses with fields like\nchoices[].index set to None instead of an integer. This subclass\nfixes those fields before pydantic validation runs.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "OpenAIModel"
+    ],
+    "class_name": null,
+    "display_name": "class CompatibleOpenAIModel",
+    "component_id": "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::_create_litellm_openai_client": {
+    "id": "codewiki/src/be/llm_services.py::_create_litellm_openai_client",
+    "name": "_create_litellm_openai_client",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [],
+    "source_code": "def _create_litellm_openai_client(config: Config) -> OpenAI:\n    \"\"\"\n    Create an OpenAI-compatible client backed by litellm's proxy.\n\n    litellm translates OpenAI API calls to Bedrock, Anthropic, etc.\n    \"\"\"\n    import litellm\n    # Configure litellm for the provider\n    if config.provider == \"bedrock\":\n        import os\n        os.environ.setdefault(\"AWS_DEFAULT_REGION\", config.aws_region)\n        os.environ.setdefault(\"AWS_REGION_NAME\", config.aws_region)\n\n    # litellm exposes an OpenAI-compatible Router we can use,\n    # but the simplest path is to use litellm.completion() directly.\n    # For pydantic-ai integration, we create a proxy client.\n    return OpenAI(\n        api_key=config.llm_api_key or \"not-needed-for-bedrock\",\n        base_url=config.llm_base_url or \"https://api.openai.com/v1\",\n    )",
+    "start_line": 87,
+    "end_line": 106,
+    "has_docstring": true,
+    "docstring": "Create an OpenAI-compatible client backed by litellm's proxy.\n\nlitellm translates OpenAI API calls to Bedrock, Anthropic, etc.",
+    "parameters": [
+      "config"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _create_litellm_openai_client",
+    "component_id": "codewiki/src/be/llm_services.py::_create_litellm_openai_client",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::create_main_model": {
+    "id": "codewiki/src/be/llm_services.py::create_main_model",
+    "name": "create_main_model",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [
+      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
+      "codewiki/src/be/llm_services.py::_build_model_settings"
+    ],
+    "source_code": "def create_main_model(config: Config) -> CompatibleOpenAIModel:\n    \"\"\"Create the main LLM model from configuration.\"\"\"\n    return CompatibleOpenAIModel(\n        model_name=config.main_model,\n        provider=OpenAIProvider(\n            base_url=config.llm_base_url,\n            api_key=config.llm_api_key\n        ),\n        settings=_build_model_settings(config, config.main_model)\n    )",
+    "start_line": 109,
+    "end_line": 118,
+    "has_docstring": true,
+    "docstring": "Create the main LLM model from configuration.",
+    "parameters": [
+      "config"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function create_main_model",
+    "component_id": "codewiki/src/be/llm_services.py::create_main_model",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::create_fallback_model": {
+    "id": "codewiki/src/be/llm_services.py::create_fallback_model",
+    "name": "create_fallback_model",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [
+      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
+      "codewiki/src/be/llm_services.py::_build_model_settings"
+    ],
+    "source_code": "def create_fallback_model(config: Config) -> CompatibleOpenAIModel:\n    \"\"\"Create the fallback LLM model from configuration.\"\"\"\n    return CompatibleOpenAIModel(\n        model_name=config.fallback_model,\n        provider=OpenAIProvider(\n            base_url=config.llm_base_url,\n            api_key=config.llm_api_key\n        ),\n        settings=_build_model_settings(config, config.fallback_model)\n    )",
+    "start_line": 121,
+    "end_line": 130,
+    "has_docstring": true,
+    "docstring": "Create the fallback LLM model from configuration.",
+    "parameters": [
+      "config"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function create_fallback_model",
+    "component_id": "codewiki/src/be/llm_services.py::create_fallback_model",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::create_fallback_models": {
+    "id": "codewiki/src/be/llm_services.py::create_fallback_models",
+    "name": "create_fallback_models",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [
+      "codewiki/src/be/llm_services.py::create_main_model",
+      "codewiki/src/be/llm_services.py::create_fallback_model"
+    ],
+    "source_code": "def create_fallback_models(config: Config) -> FallbackModel:\n    \"\"\"Create fallback models chain from configuration.\"\"\"\n    main = create_main_model(config)\n    fallback = create_fallback_model(config)\n    return FallbackModel(main, fallback)",
+    "start_line": 133,
+    "end_line": 137,
+    "has_docstring": true,
+    "docstring": "Create fallback models chain from configuration.",
+    "parameters": [
+      "config"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function create_fallback_models",
+    "component_id": "codewiki/src/be/llm_services.py::create_fallback_models",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::create_openai_client": {
+    "id": "codewiki/src/be/llm_services.py::create_openai_client",
+    "name": "create_openai_client",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [],
+    "source_code": "def create_openai_client(config: Config) -> OpenAI:\n    \"\"\"Create OpenAI client from configuration.\"\"\"\n    return OpenAI(\n        base_url=config.llm_base_url,\n        api_key=config.llm_api_key\n    )",
+    "start_line": 140,
+    "end_line": 145,
+    "has_docstring": true,
+    "docstring": "Create OpenAI client from configuration.",
+    "parameters": [
+      "config"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function create_openai_client",
+    "component_id": "codewiki/src/be/llm_services.py::create_openai_client",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::call_llm": {
+    "id": "codewiki/src/be/llm_services.py::call_llm",
+    "name": "call_llm",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [
+      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
+      "codewiki/src/be/llm_services.py::create_openai_client",
+      "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/llm_services.py::_call_llm_via_azure",
+      "codewiki/src/be/llm_services.py::_call_llm_via_litellm"
+    ],
+    "source_code": "def call_llm(\n    prompt: str,\n    config: Config,\n    model: str = None,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM with the given prompt.\n\n    Supports openai-compatible, anthropic, and bedrock providers.\n    For bedrock/anthropic, uses litellm to translate the API call.\n\n    Args:\n        prompt: The prompt to send\n        config: Configuration containing LLM settings\n        model: Model name (defaults to config.main_model)\n        temperature: Temperature setting\n\n    Returns:\n        LLM response text\n    \"\"\"\n    if model is None:\n        model = config.main_model\n\n    provider = getattr(config, \"provider\", \"openai-compatible\")\n\n    if provider in (\"bedrock\", \"anthropic\"):\n        return _call_llm_via_litellm(prompt, config, model, temperature)\n\n    if provider == \"azure-openai\":\n        return _call_llm_via_azure(prompt, config, model, temperature)\n\n    # Default: OpenAI-compatible\n    client = create_openai_client(config)\n\n    # Use the correct token parameter based on model/provider; if the server\n    # rejects our choice, swap to the other token kwarg and retry once.\n    use_completion_tokens = _should_use_max_completion_tokens(model, config.llm_base_url)\n    primary_key = \"max_completion_tokens\" if use_completion_tokens else \"max_tokens\"\n    fallback_key = \"max_tokens\" if use_completion_tokens else \"max_completion_tokens\"\n\n    base_kwargs = {\n        \"model\": model,\n        \"messages\": [{\"role\": \"user\", \"content\": prompt}],\n        \"temperature\": temperature,\n    }\n\n    try:\n        response = client.chat.completions.create(\n            **base_kwargs,\n            **{primary_key: config.max_tokens},\n        )\n    except BadRequestError as e:\n        if _is_unsupported_token_param_error(e, primary_key):\n            logger.info(\n                \"Provider rejected %s for model %s; retrying with %s.\",\n                primary_key, model, fallback_key,\n            )\n            response = client.chat.completions.create(\n                **base_kwargs,\n                **{fallback_key: config.max_tokens},\n            )\n        else:\n            raise\n    return response.choices[0].message.content",
+    "start_line": 148,
+    "end_line": 212,
+    "has_docstring": true,
+    "docstring": "Call LLM with the given prompt.\n\nSupports openai-compatible, anthropic, and bedrock providers.\nFor bedrock/anthropic, uses litellm to translate the API call.\n\nArgs:\n    prompt: The prompt to send\n    config: Configuration containing LLM settings\n    model: Model name (defaults to config.main_model)\n    temperature: Temperature setting\n\nReturns:\n    LLM response text",
+    "parameters": [
+      "prompt",
+      "config",
+      "model",
+      "temperature"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function call_llm",
+    "component_id": "codewiki/src/be/llm_services.py::call_llm",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error": {
+    "id": "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
+    "name": "_is_unsupported_token_param_error",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [],
+    "source_code": "def _is_unsupported_token_param_error(err: BadRequestError, param: str) -> bool:\n    \"\"\"Return True if *err* is the OpenAI \"unsupported_parameter\" error for *param*.\"\"\"\n    body = getattr(err, \"body\", None) or {}\n    if isinstance(body, dict):\n        error = body.get(\"error\") or {}\n        if isinstance(error, dict):\n            if error.get(\"param\") == param and error.get(\"code\") == \"unsupported_parameter\":\n                return True\n    # Fallback: message-based sniff for proxies that don't preserve structure\n    msg = str(err).lower()\n    return \"unsupported parameter\" in msg and param in msg",
+    "start_line": 215,
+    "end_line": 225,
+    "has_docstring": true,
+    "docstring": "Return True if *err* is the OpenAI \"unsupported_parameter\" error for *param*.",
+    "parameters": [
+      "err",
+      "param"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _is_unsupported_token_param_error",
+    "component_id": "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::_call_llm_via_litellm": {
+    "id": "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
+    "name": "_call_llm_via_litellm",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [
+      "codewiki/src/be/llm_services.py::_get_litellm_model_name"
+    ],
+    "source_code": "def _call_llm_via_litellm(\n    prompt: str,\n    config: Config,\n    model: str,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM via litellm for Bedrock/Anthropic providers.\n\n    litellm handles the provider-specific API translation automatically.\n    \"\"\"\n    import litellm\n    import os\n\n    litellm_model = _get_litellm_model_name(model, config.provider)\n\n    if config.provider == \"bedrock\":\n        os.environ.setdefault(\"AWS_DEFAULT_REGION\", config.aws_region)\n        os.environ.setdefault(\"AWS_REGION_NAME\", config.aws_region)\n        logger.debug(\"Calling Bedrock model %s in region %s\", litellm_model, config.aws_region)\n    elif config.provider == \"anthropic\":\n        logger.debug(\"Calling Anthropic model %s via litellm\", litellm_model)\n\n    response = litellm.completion(\n        model=litellm_model,\n        messages=[{\"role\": \"user\", \"content\": prompt}],\n        temperature=temperature,\n        max_tokens=config.max_tokens,\n        api_key=config.llm_api_key if config.provider != \"bedrock\" else None,\n    )\n    return response.choices[0].message.content",
+    "start_line": 228,
+    "end_line": 258,
+    "has_docstring": true,
+    "docstring": "Call LLM via litellm for Bedrock/Anthropic providers.\n\nlitellm handles the provider-specific API translation automatically.",
+    "parameters": [
+      "prompt",
+      "config",
+      "model",
+      "temperature"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _call_llm_via_litellm",
+    "component_id": "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/llm_services.py::_call_llm_via_azure": {
+    "id": "codewiki/src/be/llm_services.py::_call_llm_via_azure",
+    "name": "_call_llm_via_azure",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
+    "relative_path": "codewiki/src/be/llm_services.py",
+    "depends_on": [],
+    "source_code": "def _call_llm_via_azure(\n    prompt: str,\n    config: Config,\n    model: str,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM via Azure OpenAI.\n\n    Uses the AzureOpenAI client from the openai package with\n    azure_endpoint, api_version, and deployment name.\n    \"\"\"\n    from openai import AzureOpenAI\n\n    client = AzureOpenAI(\n        api_key=config.llm_api_key,\n        api_version=config.api_version,\n        azure_endpoint=config.llm_base_url,\n    )\n\n    deployment = config.azure_deployment or model\n    logger.debug(\"Calling Azure OpenAI deployment %s (api_version=%s)\", deployment, config.api_version)\n\n    response = client.chat.completions.create(\n        model=deployment,\n        messages=[{\"role\": \"user\", \"content\": prompt}],\n        temperature=temperature,\n        max_tokens=config.max_tokens,\n    )\n    return response.choices[0].message.content",
+    "start_line": 261,
+    "end_line": 290,
+    "has_docstring": true,
+    "docstring": "Call LLM via Azure OpenAI.\n\nUses the AzureOpenAI client from the openai package with\nazure_endpoint, api_version, and deployment name.",
+    "parameters": [
+      "prompt",
+      "config",
+      "model",
+      "temperature"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _call_llm_via_azure",
+    "component_id": "codewiki/src/be/llm_services.py::_call_llm_via_azure",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/main.py::parse_arguments": {
+    "id": "codewiki/src/be/main.py::parse_arguments",
+    "name": "parse_arguments",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/main.py",
+    "relative_path": "codewiki/src/be/main.py",
+    "depends_on": [],
+    "source_code": "def parse_arguments() -> argparse.Namespace:\n    \"\"\"Parse command line arguments.\"\"\"\n    parser = argparse.ArgumentParser(\n        description='Generate comprehensive documentation for Python components in dependency order.'\n    )\n    parser.add_argument(\n        '--repo-path',\n        type=str,\n        required=True,\n        help='Path to the repository'\n    )\n    \n    return parser.parse_args()",
+    "start_line": 31,
+    "end_line": 43,
+    "has_docstring": true,
+    "docstring": "Parse command line arguments.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function parse_arguments",
+    "component_id": "codewiki/src/be/main.py::parse_arguments",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/main.py::main": {
+    "id": "codewiki/src/be/main.py::main",
+    "name": "main",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/main.py",
+    "relative_path": "codewiki/src/be/main.py",
+    "depends_on": [
+      "codewiki/src/be/main.py::parse_arguments",
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator"
+    ],
+    "source_code": "async def main() -> None:\n    \"\"\"Main entry point for the documentation generation process.\"\"\"\n    try:\n        # Parse arguments and create configuration\n        args = parse_arguments()\n        config = Config.from_args(args)\n        \n        # Create and run documentation generator\n        doc_generator = DocumentationGenerator(config)\n        await doc_generator.run()\n        \n    except KeyboardInterrupt:\n        logger.debug(\"Documentation generation interrupted by user\")\n    except Exception as e:\n        logger.error(f\"Unexpected error: {str(e)}\")\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        raise",
+    "start_line": 46,
+    "end_line": 62,
+    "has_docstring": true,
+    "docstring": "Main entry point for the documentation generation process.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function main",
+    "component_id": "codewiki/src/be/main.py::main",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/prompt_template.py::format_user_prompt": {
+    "id": "codewiki/src/be/prompt_template.py::format_user_prompt",
+    "name": "format_user_prompt",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
+    "relative_path": "codewiki/src/be/prompt_template.py",
+    "depends_on": [],
+    "source_code": "def format_user_prompt(module_name: str, core_component_ids: list[str], components: Dict[str, Any], module_tree: dict[str, any]) -> str:\n    \"\"\"\n    Format the user prompt with module name and organized core component codes.\n    \n    Args:\n        module_name: Name of the module to document\n        core_component_ids: List of component IDs to include\n        components: Dictionary mapping component IDs to CodeComponent objects\n    \n    Returns:\n        Formatted user prompt string\n    \"\"\"\n\n    # format module tree\n    lines = []\n    \n    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n\n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)\n\n    _format_module_tree(module_tree, 0)\n    formatted_module_tree = \"\\n\".join(lines)\n\n    # print(f\"Formatted module tree:\\n{formatted_module_tree}\")\n\n    # Group core component IDs by their file path\n    grouped_components: dict[str, list[str]] = {}\n    for component_id in core_component_ids:\n        if component_id not in components:\n            continue\n        component = components[component_id]\n        path = component.relative_path\n        if path not in grouped_components:\n            grouped_components[path] = []\n        grouped_components[path].append(component_id)\n\n    core_component_codes = \"\"\n    for path, component_ids_in_file in grouped_components.items():\n        core_component_codes += f\"# File: {path}\\n\\n\"\n        core_component_codes += f\"## Core Components in this file:\\n\"\n        \n        for component_id in component_ids_in_file:\n            core_component_codes += f\"- {component_id}\\n\"\n        \n        core_component_codes += f\"\\n## File Content:\\n```{EXTENSION_TO_LANGUAGE['.'+path.split('.')[-1]]}\\n\"\n        \n        # Read content of the file using the first component's file path\n        try:\n            core_component_codes += file_manager.load_text(components[component_ids_in_file[0]].file_path)\n        except (FileNotFoundError, IOError) as e:\n            core_component_codes += f\"# Error reading file: {e}\\n\"\n        \n        core_component_codes += \"```\\n\\n\"\n        \n    return USER_PROMPT.format(module_name=module_name, formatted_core_component_codes=core_component_codes, module_tree=formatted_module_tree)",
+    "start_line": 251,
+    "end_line": 327,
+    "has_docstring": true,
+    "docstring": "Format the user prompt with module name and organized core component codes.\n\nArgs:\n    module_name: Name of the module to document\n    core_component_ids: List of component IDs to include\n    components: Dictionary mapping component IDs to CodeComponent objects\n\nReturns:\n    Formatted user prompt string",
+    "parameters": [
+      "module_name",
+      "core_component_ids",
+      "components",
+      "module_tree"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function format_user_prompt",
+    "component_id": "codewiki/src/be/prompt_template.py::format_user_prompt",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/prompt_template.py::_format_module_tree": {
+    "id": "codewiki/src/be/prompt_template.py::_format_module_tree",
+    "name": "_format_module_tree",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
+    "relative_path": "codewiki/src/be/prompt_template.py",
+    "depends_on": [
+      "codewiki/src/be/prompt_template.py::_format_module_tree"
+    ],
+    "source_code": "    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n            \n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if (\"children\" in value) and isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)",
+    "start_line": 341,
+    "end_line": 365,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "module_tree",
+      "indent"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _format_module_tree",
+    "component_id": "codewiki/src/be/prompt_template.py::_format_module_tree",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/prompt_template.py::format_cluster_prompt": {
+    "id": "codewiki/src/be/prompt_template.py::format_cluster_prompt",
+    "name": "format_cluster_prompt",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
+    "relative_path": "codewiki/src/be/prompt_template.py",
+    "depends_on": [],
+    "source_code": "def format_cluster_prompt(potential_core_components: str, module_tree: dict[str, any] = {}, module_name: str = None) -> str:\n    \"\"\"\n    Format the cluster prompt with potential core components and module tree.\n    \"\"\"\n\n    # format module tree\n    lines = []\n\n    # print(f\"Module tree:\\n{json.dumps(module_tree, indent=2)}\")\n    \n    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n            \n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if (\"children\" in value) and isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)\n    \n    _format_module_tree(module_tree, 0)\n    formatted_module_tree = \"\\n\".join(lines)\n\n\n    if module_tree == {}:\n        return CLUSTER_REPO_PROMPT.format(potential_core_components=potential_core_components)\n    else:\n        return CLUSTER_MODULE_PROMPT.format(potential_core_components=potential_core_components, module_tree=formatted_module_tree, module_name=module_name)",
+    "start_line": 331,
+    "end_line": 374,
+    "has_docstring": true,
+    "docstring": "Format the cluster prompt with potential core components and module tree.",
+    "parameters": [
+      "potential_core_components",
+      "module_tree",
+      "module_name"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function format_cluster_prompt",
+    "component_id": "codewiki/src/be/prompt_template.py::format_cluster_prompt",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/prompt_template.py::format_system_prompt": {
+    "id": "codewiki/src/be/prompt_template.py::format_system_prompt",
+    "name": "format_system_prompt",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
+    "relative_path": "codewiki/src/be/prompt_template.py",
+    "depends_on": [],
+    "source_code": "def format_system_prompt(module_name: str, custom_instructions: str = None) -> str:\n    \"\"\"\n    Format the system prompt with module name and optional custom instructions.\n    \n    Args:\n        module_name: Name of the module to document\n        custom_instructions: Optional custom instructions to append\n        \n    Returns:\n        Formatted system prompt string\n    \"\"\"\n    custom_section = \"\"\n    if custom_instructions:\n        custom_section = f\"\\n\\n<CUSTOM_INSTRUCTIONS>\\n{custom_instructions}\\n</CUSTOM_INSTRUCTIONS>\"\n    \n    return SYSTEM_PROMPT.format(module_name=module_name, custom_instructions=custom_section).strip()",
+    "start_line": 377,
+    "end_line": 392,
+    "has_docstring": true,
+    "docstring": "Format the system prompt with module name and optional custom instructions.\n\nArgs:\n    module_name: Name of the module to document\n    custom_instructions: Optional custom instructions to append\n    \nReturns:\n    Formatted system prompt string",
+    "parameters": [
+      "module_name",
+      "custom_instructions"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function format_system_prompt",
+    "component_id": "codewiki/src/be/prompt_template.py::format_system_prompt",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/prompt_template.py::format_leaf_system_prompt": {
+    "id": "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+    "name": "format_leaf_system_prompt",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
+    "relative_path": "codewiki/src/be/prompt_template.py",
+    "depends_on": [],
+    "source_code": "def format_leaf_system_prompt(module_name: str, custom_instructions: str = None) -> str:\n    \"\"\"\n    Format the leaf system prompt with module name and optional custom instructions.\n    \n    Args:\n        module_name: Name of the module to document\n        custom_instructions: Optional custom instructions to append\n        \n    Returns:\n        Formatted leaf system prompt string\n    \"\"\"\n    custom_section = \"\"\n    if custom_instructions:\n        custom_section = f\"\\n\\n<CUSTOM_INSTRUCTIONS>\\n{custom_instructions}\\n</CUSTOM_INSTRUCTIONS>\"\n    \n    return LEAF_SYSTEM_PROMPT.format(module_name=module_name, custom_instructions=custom_section).strip()",
+    "start_line": 395,
+    "end_line": 410,
+    "has_docstring": true,
+    "docstring": "Format the leaf system prompt with module name and optional custom instructions.\n\nArgs:\n    module_name: Name of the module to document\n    custom_instructions: Optional custom instructions to append\n    \nReturns:\n    Formatted leaf system prompt string",
+    "parameters": [
+      "module_name",
+      "custom_instructions"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function format_leaf_system_prompt",
+    "component_id": "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend": {
+    "id": "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
+    "name": "PydanticAIBackend",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/pydantic_ai_backend.py",
+    "relative_path": "codewiki/src/be/pydantic_ai_backend.py",
+    "depends_on": [
+      "codewiki/src/be/llm_services.py::create_fallback_models",
+      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/llm_services.py::call_llm",
+      "codewiki/src/be/prompt_template.py::format_system_prompt",
+      "codewiki/src/be/prompt_template.py::format_user_prompt",
+      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+      "codewiki/src/be/utils.py::is_complex_module"
+    ],
+    "source_code": "class PydanticAIBackend(LLMBackend):\n    \"\"\"API-key based backend using pydantic-ai + openai/litellm clients.\"\"\"\n\n    def __init__(self, config: Config) -> None:\n        self._config = config\n        self._fallback_models = create_fallback_models(config)\n        self._custom_instructions = config.get_prompt_addition()\n\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,\n    ) -> str:\n        return call_llm(prompt, self._config, model=model, temperature=temperature)\n\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        config = self._config\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(\"✓ Overview docs already exists at %s\", overview_docs_path)\n            return module_tree\n        docs_path = os.path.join(working_dir, f\"{module_name}.md\")\n        if os.path.exists(docs_path):\n            logger.info(\"✓ Module docs already exists at %s\", docs_path)\n            return module_tree\n\n        if is_complex_module(components, core_component_ids):\n            agent = Agent(\n                self._fallback_models,\n                name=module_name,\n                deps_type=CodeWikiDeps,\n                tools=[\n                    read_code_components_tool,\n                    str_replace_editor_tool,\n                    generate_sub_module_documentation_tool,\n                ],\n                system_prompt=format_system_prompt(module_name, self._custom_instructions),\n            )\n        else:\n            agent = Agent(\n                self._fallback_models,\n                name=module_name,\n                deps_type=CodeWikiDeps,\n                tools=[read_code_components_tool, str_replace_editor_tool],\n                system_prompt=format_leaf_system_prompt(module_name, self._custom_instructions),\n            )\n\n        deps = CodeWikiDeps(\n            absolute_docs_path=working_dir,\n            absolute_repo_path=str(os.path.abspath(config.repo_path)),\n            registry={},\n            components=components,\n            path_to_current_module=module_path,\n            current_module_name=module_name,\n            module_tree=module_tree,\n            max_depth=config.max_depth,\n            current_depth=1,\n            config=config,\n            custom_instructions=self._custom_instructions,\n        )\n\n        try:\n            await agent.run(\n                format_user_prompt(\n                    module_name=module_name,\n                    core_component_ids=core_component_ids,\n                    components=components,\n                    module_tree=deps.module_tree,\n                ),\n                deps=deps,\n            )\n            file_manager.save_json(deps.module_tree, module_tree_path)\n            return deps.module_tree\n        except Exception as e:\n            logger.error(\"Error processing module %s: %s\", module_name, e)\n            logger.error(\"Traceback: %s\", traceback.format_exc())\n            raise",
+    "start_line": 39,
+    "end_line": 127,
+    "has_docstring": true,
+    "docstring": "API-key based backend using pydantic-ai + openai/litellm clients.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "LLMBackend"
+    ],
+    "class_name": null,
+    "display_name": "class PydanticAIBackend",
+    "component_id": "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/utils.py::set_main_loop": {
+    "id": "codewiki/src/be/utils.py::set_main_loop",
+    "name": "set_main_loop",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
+    "relative_path": "codewiki/src/be/utils.py",
+    "depends_on": [],
+    "source_code": "def set_main_loop(loop: asyncio.AbstractEventLoop) -> None:\n    global _main_loop, _main_loop_thread_ident\n    _main_loop = loop\n    _main_loop_thread_ident = threading.get_ident()",
+    "start_line": 26,
+    "end_line": 29,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "loop"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function set_main_loop",
+    "component_id": "codewiki/src/be/utils.py::set_main_loop",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/utils.py::is_complex_module": {
+    "id": "codewiki/src/be/utils.py::is_complex_module",
+    "name": "is_complex_module",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
+    "relative_path": "codewiki/src/be/utils.py",
+    "depends_on": [],
+    "source_code": "def is_complex_module(components: dict[str, any], core_component_ids: list[str]) -> bool:\n    files = set()\n    for component_id in core_component_ids:\n        if component_id in components:\n            files.add(components[component_id].file_path)\n\n    result = len(files) > 1\n\n    return result",
+    "start_line": 35,
+    "end_line": 43,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "components",
+      "core_component_ids"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_complex_module",
+    "component_id": "codewiki/src/be/utils.py::is_complex_module",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/utils.py::count_tokens": {
+    "id": "codewiki/src/be/utils.py::count_tokens",
+    "name": "count_tokens",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
+    "relative_path": "codewiki/src/be/utils.py",
+    "depends_on": [],
+    "source_code": "def count_tokens(text: str) -> int:\n    \"\"\"\n    Count the number of tokens in a text.\n    \"\"\"\n    length = len(enc.encode(text))\n    # logger.debug(f\"Number of tokens: {length}\")\n    return length",
+    "start_line": 52,
+    "end_line": 58,
+    "has_docstring": true,
+    "docstring": "Count the number of tokens in a text.",
+    "parameters": [
+      "text"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function count_tokens",
+    "component_id": "codewiki/src/be/utils.py::count_tokens",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/utils.py::validate_mermaid_diagrams": {
+    "id": "codewiki/src/be/utils.py::validate_mermaid_diagrams",
+    "name": "validate_mermaid_diagrams",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
+    "relative_path": "codewiki/src/be/utils.py",
+    "depends_on": [
+      "codewiki/src/be/utils.py::validate_single_diagram",
+      "codewiki/src/be/utils.py::extract_mermaid_blocks"
+    ],
+    "source_code": "async def validate_mermaid_diagrams(md_file_path: str, relative_path: str) -> str:\n    \"\"\"\n    Validate all Mermaid diagrams in a markdown file.\n    \n    Args:\n        md_file_path: Path to the markdown file to check\n        relative_path: Relative path to the markdown file\n    Returns:\n        \"All mermaid diagrams are syntax correct\" if all diagrams are valid,\n        otherwise returns error message with details about invalid diagrams\n    \"\"\"\n\n    try:\n        # Read the markdown file\n        file_path = Path(md_file_path)\n        if not file_path.exists():\n            return f\"Error: File '{md_file_path}' does not exist\"\n        \n        content = file_path.read_text(encoding='utf-8')\n        \n        # Extract all mermaid code blocks\n        mermaid_blocks = extract_mermaid_blocks(content)\n        \n        if not mermaid_blocks:\n            return \"No mermaid diagrams found in the file\"\n        \n        # Validate each mermaid diagram sequentially to avoid segfaults\n        errors = []\n        for i, (line_start, diagram_content) in enumerate(mermaid_blocks, 1):\n            error_msg = await validate_single_diagram(diagram_content, i, line_start)\n            if error_msg:\n                errors.append(\"\\n\")\n                errors.append(error_msg)\n        \n        # if errors:\n        #     logger.debug(f\"Mermaid syntax errors found in file: {md_file_path}: {errors}\")\n        \n        if errors:\n            return \"Mermaid syntax errors found in file: \" + relative_path + \"\\n\" + \"\\n\".join(errors)\n        else:\n            return \"All mermaid diagrams in file: \" + relative_path + \" are syntax correct\"\n            \n    except Exception as e:\n        return f\"Error processing file: {str(e)}\"",
+    "start_line": 65,
+    "end_line": 108,
+    "has_docstring": true,
+    "docstring": "Validate all Mermaid diagrams in a markdown file.\n\nArgs:\n    md_file_path: Path to the markdown file to check\n    relative_path: Relative path to the markdown file\nReturns:\n    \"All mermaid diagrams are syntax correct\" if all diagrams are valid,\n    otherwise returns error message with details about invalid diagrams",
+    "parameters": [
+      "md_file_path",
+      "relative_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function validate_mermaid_diagrams",
+    "component_id": "codewiki/src/be/utils.py::validate_mermaid_diagrams",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/utils.py::extract_mermaid_blocks": {
+    "id": "codewiki/src/be/utils.py::extract_mermaid_blocks",
+    "name": "extract_mermaid_blocks",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
+    "relative_path": "codewiki/src/be/utils.py",
+    "depends_on": [],
+    "source_code": "def extract_mermaid_blocks(content: str) -> List[Tuple[int, str]]:\n    \"\"\"\n    Extract all mermaid code blocks from markdown content.\n    \n    Returns:\n        List of tuples containing (line_number, diagram_content)\n    \"\"\"\n    mermaid_blocks = []\n    lines = content.split('\\n')\n    i = 0\n    \n    while i < len(lines):\n        line = lines[i].strip()\n        \n        # Look for mermaid code block start\n        if line == '```mermaid' or line.startswith('```mermaid'):\n            start_line = i + 1\n            diagram_lines = []\n            i += 1\n            \n            # Collect lines until we find the closing ```\n            while i < len(lines):\n                if lines[i].strip() == '```':\n                    break\n                diagram_lines.append(lines[i])\n                i += 1\n            \n            if diagram_lines:  # Only add non-empty diagrams\n                diagram_content = '\\n'.join(diagram_lines)\n                mermaid_blocks.append((start_line, diagram_content))\n        \n        i += 1\n    \n    return mermaid_blocks",
+    "start_line": 111,
+    "end_line": 144,
+    "has_docstring": true,
+    "docstring": "Extract all mermaid code blocks from markdown content.\n\nReturns:\n    List of tuples containing (line_number, diagram_content)",
+    "parameters": [
+      "content"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function extract_mermaid_blocks",
+    "component_id": "codewiki/src/be/utils.py::extract_mermaid_blocks",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/utils.py::_try_pythonmonkey_parse": {
+    "id": "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
+    "name": "_try_pythonmonkey_parse",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
+    "relative_path": "codewiki/src/be/utils.py",
+    "depends_on": [],
+    "source_code": "async def _try_pythonmonkey_parse(diagram_content: str) -> str | None:\n    \"\"\"Attempt to parse via PythonMonkey/mermaid-parser-py.\n\n    Returns the extracted parse-error message, \"\" on success, or None when\n    PythonMonkey itself is unusable (broken JS event loop binding on\n    Python 3.13+) so the caller can fall back to mermaid-py.\n    \"\"\"\n    global _PYTHONMONKEY_BROKEN\n    if _PYTHONMONKEY_BROKEN:\n        return None\n\n    import os\n\n    try:\n        from mermaid_parser.parser import parse_mermaid_py\n    except Exception:\n        _PYTHONMONKEY_BROKEN = True\n        return None\n\n    old_stderr = sys.stderr\n    sys.stderr = open(os.devnull, 'w')\n    try:\n        if (\n            _main_loop is not None\n            and _main_loop.is_running()\n            and threading.get_ident() != _main_loop_thread_ident\n        ):\n            fut = asyncio.run_coroutine_threadsafe(\n                parse_mermaid_py(diagram_content), _main_loop\n            )\n            await asyncio.wrap_future(fut)\n        else:\n            await parse_mermaid_py(diagram_content)\n        return \"\"\n    except Exception as e:\n        error_str = str(e)\n        # PythonMonkey 1.3.1 only supports Python 3.8-3.11; on newer Pythons\n        # every JS call raises this. Latch the failure once so subsequent\n        # diagrams skip the broken path and go straight to mermaid-py.\n        if \"cannot find a running Python event-loop\" in error_str:\n            _PYTHONMONKEY_BROKEN = True\n            return None\n        match = re.search(r\"Error:(.*?)(?=Stack Trace:|$)\", error_str, re.DOTALL)\n        if match:\n            return match.group(0).strip()\n        # Unknown error from the JS parser — fall back rather than surface it.\n        return None\n    finally:\n        sys.stderr.close()\n        sys.stderr = old_stderr",
+    "start_line": 154,
+    "end_line": 203,
+    "has_docstring": true,
+    "docstring": "Attempt to parse via PythonMonkey/mermaid-parser-py.\n\nReturns the extracted parse-error message, \"\" on success, or None when\nPythonMonkey itself is unusable (broken JS event loop binding on\nPython 3.13+) so the caller can fall back to mermaid-py.",
+    "parameters": [
+      "diagram_content"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _try_pythonmonkey_parse",
+    "component_id": "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/utils.py::_parse_via_mermaid_py": {
+    "id": "codewiki/src/be/utils.py::_parse_via_mermaid_py",
+    "name": "_parse_via_mermaid_py",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
+    "relative_path": "codewiki/src/be/utils.py",
+    "depends_on": [],
+    "source_code": "def _parse_via_mermaid_py(diagram_content: str) -> str:\n    \"\"\"Validate via mermaid-py. Returns parse-error text, or \"\" if valid.\n\n    mermaid-py raises MermaidError on parse failure and returns an SVG body\n    on success — we must drive the result off the exception, not the body\n    text, otherwise a successful SVG gets reported as a parse error.\n    \"\"\"\n    import mermaid as md\n    try:\n        md.Mermaid(diagram_content)\n        return \"\"\n    except Exception as e:\n        return str(e)",
+    "start_line": 206,
+    "end_line": 218,
+    "has_docstring": true,
+    "docstring": "Validate via mermaid-py. Returns parse-error text, or \"\" if valid.\n\nmermaid-py raises MermaidError on parse failure and returns an SVG body\non success — we must drive the result off the exception, not the body\ntext, otherwise a successful SVG gets reported as a parse error.",
+    "parameters": [
+      "diagram_content"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _parse_via_mermaid_py",
+    "component_id": "codewiki/src/be/utils.py::_parse_via_mermaid_py",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/be/utils.py::validate_single_diagram": {
+    "id": "codewiki/src/be/utils.py::validate_single_diagram",
+    "name": "validate_single_diagram",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
+    "relative_path": "codewiki/src/be/utils.py",
+    "depends_on": [
+      "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
+      "codewiki/src/be/utils.py::_parse_via_mermaid_py"
+    ],
+    "source_code": "async def validate_single_diagram(diagram_content: str, diagram_num: int, line_start: int) -> str:\n    \"\"\"\n    Validate a single mermaid diagram.\n\n    Args:\n        diagram_content: The mermaid diagram content\n        diagram_num: Diagram number for error reporting\n        line_start: Starting line number in the file\n\n    Returns:\n        Error message if invalid, empty string if valid\n    \"\"\"\n    core_error = await _try_pythonmonkey_parse(diagram_content)\n    if core_error is None:\n        try:\n            core_error = _parse_via_mermaid_py(diagram_content)\n        except Exception as e:\n            return f\"  Diagram {diagram_num}: Exception during validation - {str(e)}\"\n\n    if not core_error:\n        return \"\"\n\n    line_match = re.search(r'line (\\d+)', core_error)\n    if line_match:\n        error_line_in_diagram = int(line_match.group(1))\n        actual_line_in_file = line_start + error_line_in_diagram\n        newline = '\\n'\n        return f\"Diagram {diagram_num}: Parse error on line {actual_line_in_file}:{newline}{newline.join(core_error.split(newline)[1:])}\"\n    return f\"Diagram {diagram_num}: {core_error}\"",
+    "start_line": 221,
+    "end_line": 249,
+    "has_docstring": true,
+    "docstring": "Validate a single mermaid diagram.\n\nArgs:\n    diagram_content: The mermaid diagram content\n    diagram_num: Diagram number for error reporting\n    line_start: Starting line number in the file\n\nReturns:\n    Error message if invalid, empty string if valid",
+    "parameters": [
+      "diagram_content",
+      "diagram_num",
+      "line_start"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function validate_single_diagram",
+    "component_id": "codewiki/src/be/utils.py::validate_single_diagram",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/config.py::set_cli_context": {
+    "id": "codewiki/src/config.py::set_cli_context",
+    "name": "set_cli_context",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/config.py",
+    "relative_path": "codewiki/src/config.py",
+    "depends_on": [],
+    "source_code": "def set_cli_context(enabled: bool = True):\n    \"\"\"Set whether we're running in CLI context (vs web app).\"\"\"\n    global _CLI_CONTEXT\n    _CLI_CONTEXT = enabled",
+    "start_line": 28,
+    "end_line": 31,
+    "has_docstring": true,
+    "docstring": "Set whether we're running in CLI context (vs web app).",
+    "parameters": [
+      "enabled"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function set_cli_context",
+    "component_id": "codewiki/src/config.py::set_cli_context",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/config.py::is_cli_context": {
+    "id": "codewiki/src/config.py::is_cli_context",
+    "name": "is_cli_context",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/config.py",
+    "relative_path": "codewiki/src/config.py",
+    "depends_on": [],
+    "source_code": "def is_cli_context() -> bool:\n    \"\"\"Check if running in CLI context.\"\"\"\n    return _CLI_CONTEXT",
+    "start_line": 33,
+    "end_line": 35,
+    "has_docstring": true,
+    "docstring": "Check if running in CLI context.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function is_cli_context",
+    "component_id": "codewiki/src/config.py::is_cli_context",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/config.py::Config": {
+    "id": "codewiki/src/config.py::Config",
+    "name": "Config",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/config.py",
+    "relative_path": "codewiki/src/config.py",
+    "depends_on": [],
+    "source_code": "class Config:\n    \"\"\"Configuration class for CodeWiki.\"\"\"\n    repo_path: str\n    output_dir: str\n    dependency_graph_dir: str\n    docs_dir: str\n    max_depth: int\n    # LLM configuration\n    llm_base_url: str\n    llm_api_key: str\n    main_model: str\n    cluster_model: str\n    fallback_model: str = FALLBACK_MODEL_1\n    # Provider configuration\n    provider: str = \"openai-compatible\"  # openai-compatible, anthropic, bedrock, azure-openai\n    aws_region: str = \"us-east-1\"\n    api_version: str = \"2024-12-01-preview\"  # Azure OpenAI API version\n    azure_deployment: str = \"\"  # Azure OpenAI deployment name\n    # Max token settings\n    max_tokens: int = DEFAULT_MAX_TOKENS\n    max_token_per_module: int = DEFAULT_MAX_TOKEN_PER_MODULE\n    max_token_per_leaf_module: int = DEFAULT_MAX_TOKEN_PER_LEAF_MODULE\n    # Agent instructions for customization\n    agent_instructions: Optional[Dict[str, Any]] = None\n    \n    @property\n    def include_patterns(self) -> Optional[List[str]]:\n        \"\"\"Get file include patterns from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('include_patterns')\n        return None\n    \n    @property\n    def exclude_patterns(self) -> Optional[List[str]]:\n        \"\"\"Get file exclude patterns from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('exclude_patterns')\n        return None\n    \n    @property\n    def focus_modules(self) -> Optional[List[str]]:\n        \"\"\"Get focus modules from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('focus_modules')\n        return None\n    \n    @property\n    def doc_type(self) -> Optional[str]:\n        \"\"\"Get documentation type from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('doc_type')\n        return None\n    \n    @property\n    def custom_instructions(self) -> Optional[str]:\n        \"\"\"Get custom instructions from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('custom_instructions')\n        return None\n    \n    def get_prompt_addition(self) -> str:\n        \"\"\"Generate prompt additions based on agent instructions.\"\"\"\n        if not self.agent_instructions:\n            return \"\"\n        \n        additions = []\n        \n        if self.doc_type:\n            doc_type_instructions = {\n                'api': \"Focus on API documentation: endpoints, parameters, return types, and usage examples.\",\n                'architecture': \"Focus on architecture documentation: system design, component relationships, and data flow.\",\n                'user-guide': \"Focus on user guide documentation: how to use features, step-by-step tutorials.\",\n                'developer': \"Focus on developer documentation: code structure, contribution guidelines, and implementation details.\",\n            }\n            if self.doc_type.lower() in doc_type_instructions:\n                additions.append(doc_type_instructions[self.doc_type.lower()])\n            else:\n                additions.append(f\"Focus on generating {self.doc_type} documentation.\")\n        \n        if self.focus_modules:\n            additions.append(f\"Pay special attention to and provide more detailed documentation for these modules: {', '.join(self.focus_modules)}\")\n        \n        if self.custom_instructions:\n            additions.append(f\"Additional instructions: {self.custom_instructions}\")\n        \n        return \"\\n\".join(additions) if additions else \"\"\n    \n    @classmethod\n    def from_args(cls, args: argparse.Namespace) -> 'Config':\n        \"\"\"Create configuration from parsed arguments.\"\"\"\n        repo_name = os.path.basename(os.path.normpath(args.repo_path))\n        sanitized_repo_name = ''.join(c if c.isalnum() else '_' for c in repo_name)\n        \n        return cls(\n            repo_path=args.repo_path,\n            output_dir=OUTPUT_BASE_DIR,\n            dependency_graph_dir=os.path.join(OUTPUT_BASE_DIR, DEPENDENCY_GRAPHS_DIR),\n            docs_dir=os.path.join(OUTPUT_BASE_DIR, DOCS_DIR, f\"{sanitized_repo_name}-docs\"),\n            max_depth=MAX_DEPTH,\n            llm_base_url=LLM_BASE_URL,\n            llm_api_key=LLM_API_KEY,\n            main_model=MAIN_MODEL,\n            cluster_model=CLUSTER_MODEL,\n            fallback_model=FALLBACK_MODEL_1\n        )\n    \n    @classmethod\n    def from_cli(\n        cls,\n        repo_path: str,\n        output_dir: str,\n        llm_base_url: str,\n        llm_api_key: str,\n        main_model: str,\n        cluster_model: str,\n        fallback_model: str = FALLBACK_MODEL_1,\n        provider: str = \"openai-compatible\",\n        aws_region: str = \"us-east-1\",\n        api_version: str = \"2024-12-01-preview\",\n        azure_deployment: str = \"\",\n        max_tokens: int = DEFAULT_MAX_TOKENS,\n        max_token_per_module: int = DEFAULT_MAX_TOKEN_PER_MODULE,\n        max_token_per_leaf_module: int = DEFAULT_MAX_TOKEN_PER_LEAF_MODULE,\n        max_depth: int = MAX_DEPTH,\n        agent_instructions: Optional[Dict[str, Any]] = None\n    ) -> 'Config':\n        \"\"\"\n        Create configuration for CLI context.\n\n        Args:\n            repo_path: Repository path\n            output_dir: Output directory for generated docs\n            llm_base_url: LLM API base URL\n            llm_api_key: LLM API key\n            main_model: Primary model\n            cluster_model: Clustering model\n            fallback_model: Fallback model\n            provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n            aws_region: AWS region for Bedrock provider\n            api_version: Azure OpenAI API version\n            azure_deployment: Azure OpenAI deployment name\n            max_tokens: Maximum tokens for LLM response\n            max_token_per_module: Maximum tokens per module for clustering\n            max_token_per_leaf_module: Maximum tokens per leaf module\n            max_depth: Maximum depth for hierarchical decomposition\n            agent_instructions: Custom agent instructions dict\n\n        Returns:\n            Config instance\n        \"\"\"\n        repo_name = os.path.basename(os.path.normpath(repo_path))\n        base_output_dir = os.path.join(output_dir, \"temp\")\n\n        return cls(\n            repo_path=repo_path,\n            output_dir=base_output_dir,\n            dependency_graph_dir=os.path.join(base_output_dir, DEPENDENCY_GRAPHS_DIR),\n            docs_dir=output_dir,\n            max_depth=max_depth,\n            llm_base_url=llm_base_url,\n            llm_api_key=llm_api_key,\n            main_model=main_model,\n            cluster_model=cluster_model,\n            fallback_model=fallback_model,\n            provider=provider,\n            aws_region=aws_region,\n            api_version=api_version,\n            azure_deployment=azure_deployment,\n            max_tokens=max_tokens,\n            max_token_per_module=max_token_per_module,\n            max_token_per_leaf_module=max_token_per_leaf_module,\n            agent_instructions=agent_instructions\n        )",
+    "start_line": 47,
+    "end_line": 219,
+    "has_docstring": true,
+    "docstring": "Configuration class for CodeWiki.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class Config",
+    "component_id": "codewiki/src/config.py::Config",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/background_worker.py::BackgroundWorker": {
+    "id": "codewiki/src/fe/background_worker.py::BackgroundWorker",
+    "name": "BackgroundWorker",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/background_worker.py",
+    "relative_path": "codewiki/src/fe/background_worker.py",
+    "depends_on": [
+      "codewiki/cli/models/job.py::JobStatus",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator"
+    ],
+    "source_code": "class BackgroundWorker:\n    \"\"\"Background worker for processing documentation generation jobs.\"\"\"\n    \n    def __init__(self, cache_manager: CacheManager, temp_dir: str = None):\n        self.cache_manager = cache_manager\n        self.temp_dir = temp_dir or WebAppConfig.TEMP_DIR\n        self.running = False\n        self.processing_queue = Queue(maxsize=WebAppConfig.QUEUE_SIZE)\n        self.job_status: Dict[str, JobStatus] = {}\n        self.jobs_file = Path(WebAppConfig.CACHE_DIR) / \"jobs.json\"\n        self.load_job_statuses()\n    \n    def start(self):\n        \"\"\"Start the background worker thread.\"\"\"\n        if not self.running:\n            self.running = True\n            thread = threading.Thread(target=self._worker_loop, daemon=True)\n            thread.start()\n            print(\"Background worker started\")\n    \n    def stop(self):\n        \"\"\"Stop the background worker.\"\"\"\n        self.running = False\n    \n    def add_job(self, job_id: str, job: JobStatus):\n        \"\"\"Add a job to the processing queue.\"\"\"\n        self.job_status[job_id] = job\n        self.processing_queue.put(job_id)\n    \n    def get_job_status(self, job_id: str) -> JobStatus:\n        \"\"\"Get job status by ID.\"\"\"\n        return self.job_status.get(job_id)\n    \n    def get_all_jobs(self) -> Dict[str, JobStatus]:\n        \"\"\"Get all job statuses.\"\"\"\n        return self.job_status\n    \n    def load_job_statuses(self):\n        \"\"\"Load job statuses from disk.\"\"\"\n        if not self.jobs_file.exists():\n            # Try to reconstruct from cache if no job file exists\n            self._reconstruct_jobs_from_cache()\n            return\n        \n        try:\n            data = file_manager.load_json(self.jobs_file)\n                \n            for job_id, job_data in data.items():\n                # Only load completed jobs to avoid inconsistent state\n                if job_data.get('status') == 'completed':\n                    self.job_status[job_id] = JobStatus(\n                        job_id=job_data['job_id'],\n                        repo_url=job_data['repo_url'],\n                        status=job_data['status'],\n                        created_at=datetime.fromisoformat(job_data['created_at']),\n                        started_at=datetime.fromisoformat(job_data['started_at']) if job_data.get('started_at') else None,\n                        completed_at=datetime.fromisoformat(job_data['completed_at']) if job_data.get('completed_at') else None,\n                        error_message=job_data.get('error_message'),\n                        progress=job_data.get('progress', ''),\n                        docs_path=job_data.get('docs_path')\n                    )\n            print(f\"Loaded {len([j for j in self.job_status.values() if j.status == 'completed'])} completed jobs from disk\")\n        except Exception as e:\n            print(f\"Error loading job statuses: {e}\")\n    \n    def _reconstruct_jobs_from_cache(self):\n        \"\"\"Reconstruct job statuses from cache entries for backward compatibility.\"\"\"\n        try:\n            cache_entries = self.cache_manager.cache_index\n            reconstructed_count = 0\n            \n            for repo_hash, cache_entry in cache_entries.items():\n                # Extract repo info to create job_id\n                from .github_processor import GitHubRepoProcessor\n                try:\n                    repo_info = GitHubRepoProcessor.get_repo_info(cache_entry.repo_url)\n                    job_id = repo_info['full_name'].replace('/', '--')\n                    \n                    # Only add if job doesn't already exist\n                    if job_id not in self.job_status:\n                        self.job_status[job_id] = JobStatus(\n                            job_id=job_id,\n                            repo_url=cache_entry.repo_url,\n                            status='completed',\n                            created_at=cache_entry.created_at,\n                            completed_at=cache_entry.created_at,\n                            docs_path=cache_entry.docs_path,\n                            progress=\"Reconstructed from cache\"\n                        )\n                        reconstructed_count += 1\n                except Exception as e:\n                    print(f\"Failed to reconstruct job for {cache_entry.repo_url}: {e}\")\n            \n            if reconstructed_count > 0:\n                print(f\"Reconstructed {reconstructed_count} job statuses from cache\")\n                self.save_job_statuses()\n                \n        except Exception as e:\n            print(f\"Error reconstructing jobs from cache: {e}\")\n    \n    def save_job_statuses(self):\n        \"\"\"Save job statuses to disk.\"\"\"\n        try:\n            # Ensure cache directory exists\n            self.jobs_file.parent.mkdir(parents=True, exist_ok=True)\n            \n            data = {}\n            for job_id, job in self.job_status.items():\n                data[job_id] = {\n                    'job_id': job.job_id,\n                    'repo_url': job.repo_url,\n                    'status': job.status,\n                    'created_at': job.created_at.isoformat(),\n                    'started_at': job.started_at.isoformat() if job.started_at else None,\n                    'completed_at': job.completed_at.isoformat() if job.completed_at else None,\n                    'error_message': job.error_message,\n                    'progress': job.progress,\n                    'docs_path': job.docs_path\n                }\n            \n            file_manager.save_json(data, self.jobs_file)\n        except Exception as e:\n            print(f\"Error saving job statuses: {e}\")\n    \n    def _worker_loop(self):\n        \"\"\"Main worker loop.\"\"\"\n        while self.running:\n            try:\n                if not self.processing_queue.empty():\n                    job_id = self.processing_queue.get(timeout=1)\n                    self._process_job(job_id)\n                else:\n                    time.sleep(1)\n            except Exception as e:\n                print(f\"Worker error: {e}\")\n                time.sleep(1)\n    \n    def _process_job(self, job_id: str):\n        \"\"\"Process a single documentation generation job.\"\"\"\n        if job_id not in self.job_status:\n            return\n        \n        job = self.job_status[job_id]\n        \n        try:\n            # Update job status\n            job.status = 'processing'\n            job.started_at = datetime.now()\n            job.progress = \"Starting repository clone...\"\n            job.main_model = MAIN_MODEL\n            \n            # Check cache first\n            cached_docs = self.cache_manager.get_cached_docs(job.repo_url)\n            if cached_docs and Path(cached_docs).exists():\n                job.status = 'completed'\n                job.completed_at = datetime.now()\n                job.docs_path = cached_docs\n                job.progress = \"Documentation retrieved from cache\"\n                if not job.main_model:  # Only set if not already set\n                    job.main_model = MAIN_MODEL\n                \n                # Save job status to disk\n                self.save_job_statuses()\n                \n                print(f\"Job {job_id}: Using cached documentation\")\n                return\n            \n            # Clone repository\n            repo_info = GitHubRepoProcessor.get_repo_info(job.repo_url)\n            # Use repo full name for temp directory (already URL-safe since job_id is URL-safe)\n            temp_repo_dir = os.path.join(self.temp_dir, job_id)\n            \n            job.progress = f\"Cloning repository {repo_info['full_name']}...\"\n            \n            if not GitHubRepoProcessor.clone_repository(repo_info['clone_url'], temp_repo_dir, job.commit_id):\n                raise Exception(\"Failed to clone repository\")\n            \n            # Generate documentation\n            job.progress = \"Analyzing repository structure...\"\n            \n            # Create config for documentation generation (using env vars)\n            import argparse\n            args = argparse.Namespace(repo_path=temp_repo_dir)\n            config = Config.from_args(args)\n            # Override docs_dir with job-specific directory\n            config.docs_dir = os.path.join(\"output\", \"docs\", f\"{job_id}-docs\")\n            \n            job.progress = \"Generating documentation...\"\n            \n            # Generate documentation\n            doc_generator = DocumentationGenerator(config, job.commit_id)\n            \n            # Run the async documentation generation in a new event loop\n            loop = asyncio.new_event_loop()\n            asyncio.set_event_loop(loop)\n            try:\n                loop.run_until_complete(doc_generator.run())\n            finally:\n                loop.close()\n            \n            # Cache the results\n            docs_path = os.path.abspath(config.docs_dir)\n            self.cache_manager.add_to_cache(job.repo_url, docs_path)\n            \n            # Update job status\n            job.status = 'completed'\n            job.completed_at = datetime.now()\n            job.docs_path = docs_path\n            job.progress = \"Documentation generation completed\"\n            \n            # Save job status to disk\n            self.save_job_statuses()\n            \n            print(f\"Job {job_id}: Documentation generated successfully\")\n            \n        except Exception as e:\n            # Update job status with error\n            job.status = 'failed'\n            job.completed_at = datetime.now()\n            job.error_message = str(e)\n            job.progress = f\"Failed: {str(e)}\"\n            \n            print(f\"Job {job_id}: Failed with error: {e}\")\n        \n        finally:\n            # Cleanup temporary repository\n            if 'temp_repo_dir' in locals() and os.path.exists(temp_repo_dir):\n                try:\n                    subprocess.run(['rm', '-rf', temp_repo_dir], check=True)\n                except Exception as e:\n                    print(f\"Failed to cleanup temp directory: {e}\")",
+    "start_line": 26,
+    "end_line": 256,
+    "has_docstring": true,
+    "docstring": "Background worker for processing documentation generation jobs.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class BackgroundWorker",
+    "component_id": "codewiki/src/fe/background_worker.py::BackgroundWorker",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/cache_manager.py::CacheManager": {
+    "id": "codewiki/src/fe/cache_manager.py::CacheManager",
+    "name": "CacheManager",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/cache_manager.py",
+    "relative_path": "codewiki/src/fe/cache_manager.py",
+    "depends_on": [
+      "codewiki/src/fe/models.py::CacheEntry"
+    ],
+    "source_code": "class CacheManager:\n    \"\"\"Manages documentation cache.\"\"\"\n    \n    def __init__(self, cache_dir: str = None, cache_expiry_days: int = None):\n        self.cache_dir = Path(cache_dir or WebAppConfig.CACHE_DIR)\n        self.cache_expiry_days = cache_expiry_days or WebAppConfig.CACHE_EXPIRY_DAYS\n        self.cache_dir.mkdir(parents=True, exist_ok=True)\n        self.cache_index: Dict[str, CacheEntry] = {}\n        self.load_cache_index()\n    \n    def load_cache_index(self):\n        \"\"\"Load cache index from disk.\"\"\"\n        index_file = self.cache_dir / \"cache_index.json\"\n        if index_file.exists():\n            try:\n                data = file_manager.load_json(index_file)\n                for key, value in data.items():\n                    self.cache_index[key] = CacheEntry(\n                        repo_url=value['repo_url'],\n                        repo_url_hash=value['repo_url_hash'],\n                        docs_path=value['docs_path'],\n                        created_at=datetime.fromisoformat(value['created_at']),\n                        last_accessed=datetime.fromisoformat(value['last_accessed'])\n                    )\n            except Exception as e:\n                print(f\"Error loading cache index: {e}\")\n    \n    def save_cache_index(self):\n        \"\"\"Save cache index to disk.\"\"\"\n        index_file = self.cache_dir / \"cache_index.json\"\n        try:\n            data = {}\n            for key, entry in self.cache_index.items():\n                data[key] = {\n                    'repo_url': entry.repo_url,\n                    'repo_url_hash': entry.repo_url_hash,\n                    'docs_path': entry.docs_path,\n                    'created_at': entry.created_at.isoformat(),\n                    'last_accessed': entry.last_accessed.isoformat()\n                }\n            \n            file_manager.save_json(data, index_file)\n        except Exception as e:\n            print(f\"Error saving cache index: {e}\")\n    \n    def get_repo_hash(self, repo_url: str) -> str:\n        \"\"\"Generate hash for repository URL.\"\"\"\n        return hashlib.sha256(repo_url.encode()).hexdigest()[:16]\n    \n    def get_cached_docs(self, repo_url: str) -> Optional[str]:\n        \"\"\"Get cached documentation path if available.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        \n        if repo_hash in self.cache_index:\n            entry = self.cache_index[repo_hash]\n            \n            # Check if cache is still valid\n            if datetime.now() - entry.created_at < timedelta(days=self.cache_expiry_days):\n                # Update last accessed\n                entry.last_accessed = datetime.now()\n                self.save_cache_index()\n                return entry.docs_path\n            else:\n                # Cache expired, remove it\n                self.remove_from_cache(repo_url)\n        \n        return None\n    \n    def add_to_cache(self, repo_url: str, docs_path: str):\n        \"\"\"Add documentation to cache.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        now = datetime.now()\n        \n        self.cache_index[repo_hash] = CacheEntry(\n            repo_url=repo_url,\n            repo_url_hash=repo_hash,\n            docs_path=docs_path,\n            created_at=now,\n            last_accessed=now\n        )\n        \n        self.save_cache_index()\n    \n    def remove_from_cache(self, repo_url: str):\n        \"\"\"Remove documentation from cache.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        if repo_hash in self.cache_index:\n            del self.cache_index[repo_hash]\n            self.save_cache_index()\n    \n    def cleanup_expired_cache(self):\n        \"\"\"Remove expired cache entries.\"\"\"\n        expired_entries = []\n        cutoff = datetime.now() - timedelta(days=self.cache_expiry_days)\n        \n        for repo_hash, entry in self.cache_index.items():\n            if entry.created_at < cutoff:\n                expired_entries.append(repo_hash)\n        \n        for repo_hash in expired_entries:\n            del self.cache_index[repo_hash]\n        \n        if expired_entries:\n            self.save_cache_index()",
+    "start_line": 16,
+    "end_line": 119,
+    "has_docstring": true,
+    "docstring": "Manages documentation cache.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class CacheManager",
+    "component_id": "codewiki/src/fe/cache_manager.py::CacheManager",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/config.py::WebAppConfig": {
+    "id": "codewiki/src/fe/config.py::WebAppConfig",
+    "name": "WebAppConfig",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/config.py",
+    "relative_path": "codewiki/src/fe/config.py",
+    "depends_on": [],
+    "source_code": "class WebAppConfig:\n    \"\"\"Configuration class for web application settings.\"\"\"\n    \n    # Directories\n    CACHE_DIR = \"./output/cache\"\n    TEMP_DIR = \"./output/temp\"\n    OUTPUT_DIR = \"./output\"\n    \n    # Queue settings\n    QUEUE_SIZE = 100\n    \n    # Cache settings\n    CACHE_EXPIRY_DAYS = 365\n    \n    # Job cleanup settings\n    JOB_CLEANUP_HOURS = 24000\n    RETRY_COOLDOWN_MINUTES = 3\n    \n    # Server settings\n    DEFAULT_HOST = \"127.0.0.1\"\n    DEFAULT_PORT = 8000\n    \n    # Git settings\n    CLONE_TIMEOUT = 300\n    CLONE_DEPTH = 1\n    \n    @classmethod\n    def ensure_directories(cls):\n        \"\"\"Ensure all required directories exist.\"\"\"\n        directories = [\n            cls.CACHE_DIR,\n            cls.TEMP_DIR,\n            cls.OUTPUT_DIR\n        ]\n        \n        for directory in directories:\n            Path(directory).mkdir(parents=True, exist_ok=True)\n    \n    @classmethod\n    def get_absolute_path(cls, path: str) -> str:\n        \"\"\"Get absolute path for a given relative path.\"\"\"\n        return os.path.abspath(path)",
+    "start_line": 10,
+    "end_line": 51,
+    "has_docstring": true,
+    "docstring": "Configuration class for web application settings.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class WebAppConfig",
+    "component_id": "codewiki/src/fe/config.py::WebAppConfig",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/github_processor.py::GitHubRepoProcessor": {
+    "id": "codewiki/src/fe/github_processor.py::GitHubRepoProcessor",
+    "name": "GitHubRepoProcessor",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/github_processor.py",
+    "relative_path": "codewiki/src/fe/github_processor.py",
+    "depends_on": [],
+    "source_code": "class GitHubRepoProcessor:\n    \"\"\"Handles GitHub repository processing.\"\"\"\n    \n    @staticmethod\n    def is_valid_github_url(url: str) -> bool:\n        \"\"\"Validate if the URL is a valid GitHub repository URL.\"\"\"\n        try:\n            parsed = urlparse(url)\n            if parsed.netloc.lower() not in ['github.com', 'www.github.com']:\n                return False\n            \n            path_parts = parsed.path.strip('/').split('/')\n            if len(path_parts) < 2:\n                return False\n            \n            # Check if it's a valid repo path (owner/repo)\n            return len(path_parts) >= 2 and all(part for part in path_parts[:2])\n        except Exception:\n            return False\n    \n    @staticmethod\n    def get_repo_info(url: str) -> Dict[str, str]:\n        \"\"\"Extract repository information from GitHub URL.\"\"\"\n        parsed = urlparse(url)\n        path_parts = parsed.path.strip('/').split('/')\n        \n        owner = path_parts[0]\n        repo = path_parts[1]\n        \n        # Remove .git suffix if present\n        if repo.endswith('.git'):\n            repo = repo[:-4]\n        \n        return {\n            'owner': owner,\n            'repo': repo,\n            'full_name': f\"{owner}/{repo}\",\n            'clone_url': f\"https://github.com/{owner}/{repo}.git\"\n        }\n    \n    @staticmethod\n    def clone_repository(clone_url: str, target_dir: str, commit_id: str = None) -> bool:\n        \"\"\"Clone a GitHub repository to the target directory, optionally checking out a specific commit.\"\"\"\n        try:\n            # Ensure target directory exists\n            os.makedirs(os.path.dirname(target_dir), exist_ok=True)\n            \n            # If specific commit is requested, don't use shallow clone\n            if commit_id:\n                # Clone full repository to access specific commit\n                result = subprocess.run([\n                    'git', 'clone', clone_url, target_dir\n                ], capture_output=True, text=True, timeout=WebAppConfig.CLONE_TIMEOUT)\n                \n                if result.returncode != 0:\n                    print(f\"Error cloning repository: {result.stderr}\")\n                    return False\n                \n                # Checkout specific commit\n                result = subprocess.run([\n                    'git', 'checkout', commit_id\n                ], cwd=target_dir, capture_output=True, text=True, timeout=30)\n                \n                if result.returncode != 0:\n                    print(f\"Error checking out commit {commit_id}: {result.stderr}\")\n                    return False\n            else:\n                # Clone repository with shallow depth (default behavior)\n                result = subprocess.run([\n                    'git', 'clone', '--depth', str(WebAppConfig.CLONE_DEPTH), clone_url, target_dir\n                ], capture_output=True, text=True, timeout=WebAppConfig.CLONE_TIMEOUT)\n                \n                if result.returncode != 0:\n                    print(f\"Error cloning repository: {result.stderr}\")\n                    return False\n            \n            return True\n        except Exception as e:\n            print(f\"Error cloning repository: {e}\")\n            return False",
+    "start_line": 14,
+    "end_line": 93,
+    "has_docstring": true,
+    "docstring": "Handles GitHub repository processing.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class GitHubRepoProcessor",
+    "component_id": "codewiki/src/fe/github_processor.py::GitHubRepoProcessor",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/models.py::RepositorySubmission": {
+    "id": "codewiki/src/fe/models.py::RepositorySubmission",
+    "name": "RepositorySubmission",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/models.py",
+    "relative_path": "codewiki/src/fe/models.py",
+    "depends_on": [],
+    "source_code": "class RepositorySubmission(BaseModel):\n    \"\"\"Pydantic model for repository submission form.\"\"\"\n    repo_url: HttpUrl",
+    "start_line": 12,
+    "end_line": 14,
+    "has_docstring": true,
+    "docstring": "Pydantic model for repository submission form.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "BaseModel"
+    ],
+    "class_name": null,
+    "display_name": "class RepositorySubmission",
+    "component_id": "codewiki/src/fe/models.py::RepositorySubmission",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/models.py::JobStatusResponse": {
+    "id": "codewiki/src/fe/models.py::JobStatusResponse",
+    "name": "JobStatusResponse",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/models.py",
+    "relative_path": "codewiki/src/fe/models.py",
+    "depends_on": [],
+    "source_code": "class JobStatusResponse(BaseModel):\n    \"\"\"Pydantic model for job status API response.\"\"\"\n    job_id: str\n    repo_url: str\n    status: str\n    created_at: datetime\n    started_at: Optional[datetime] = None\n    completed_at: Optional[datetime] = None\n    error_message: Optional[str] = None\n    progress: str = \"\"\n    docs_path: Optional[str] = None\n    main_model: Optional[str] = None\n    commit_id: Optional[str] = None",
+    "start_line": 17,
+    "end_line": 29,
+    "has_docstring": true,
+    "docstring": "Pydantic model for job status API response.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "BaseModel"
+    ],
+    "class_name": null,
+    "display_name": "class JobStatusResponse",
+    "component_id": "codewiki/src/fe/models.py::JobStatusResponse",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/models.py::JobStatus": {
+    "id": "codewiki/src/fe/models.py::JobStatus",
+    "name": "JobStatus",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/models.py",
+    "relative_path": "codewiki/src/fe/models.py",
+    "depends_on": [],
+    "source_code": "class JobStatus:\n    \"\"\"Tracks the status of a documentation generation job.\"\"\"\n    job_id: str\n    repo_url: str\n    status: str  # 'queued', 'processing', 'completed', 'failed'\n    created_at: datetime\n    started_at: Optional[datetime] = None\n    completed_at: Optional[datetime] = None\n    error_message: Optional[str] = None\n    progress: str = \"\"\n    docs_path: Optional[str] = None\n    main_model: Optional[str] = None\n    commit_id: Optional[str] = None",
+    "start_line": 33,
+    "end_line": 45,
+    "has_docstring": true,
+    "docstring": "Tracks the status of a documentation generation job.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class JobStatus",
+    "component_id": "codewiki/src/fe/models.py::JobStatus",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/models.py::CacheEntry": {
+    "id": "codewiki/src/fe/models.py::CacheEntry",
+    "name": "CacheEntry",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/models.py",
+    "relative_path": "codewiki/src/fe/models.py",
+    "depends_on": [],
+    "source_code": "class CacheEntry:\n    \"\"\"Represents a cached documentation result.\"\"\"\n    repo_url: str\n    repo_url_hash: str\n    docs_path: str\n    created_at: datetime\n    last_accessed: datetime",
+    "start_line": 49,
+    "end_line": 55,
+    "has_docstring": true,
+    "docstring": "Represents a cached documentation result.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class CacheEntry",
+    "component_id": "codewiki/src/fe/models.py::CacheEntry",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/routes.py::WebRoutes": {
+    "id": "codewiki/src/fe/routes.py::WebRoutes",
+    "name": "WebRoutes",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/routes.py",
+    "relative_path": "codewiki/src/fe/routes.py",
+    "depends_on": [
+      "codewiki/cli/models/job.py::JobStatus",
+      "codewiki/src/fe/web_app.py::get_job_status",
+      "codewiki/src/fe/visualise_docs.py::get_file_title",
+      "codewiki/src/fe/models.py::JobStatusResponse",
+      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+      "codewiki/src/fe/template_utils.py::render_template"
+    ],
+    "source_code": "class WebRoutes:\n    \"\"\"Handles all web routes for the application.\"\"\"\n    \n    def __init__(self, background_worker: BackgroundWorker, cache_manager: CacheManager):\n        self.background_worker = background_worker\n        self.cache_manager = cache_manager\n    \n    async def index_get(self, request: Request) -> HTMLResponse:\n        \"\"\"Main page with form for submitting GitHub repositories.\"\"\"\n        # Clean up old jobs before displaying\n        # self.cleanup_old_jobs()\n        \n        # Get recent jobs (last 10)\n        all_jobs = self.background_worker.get_all_jobs()\n        recent_jobs = sorted(\n            all_jobs.values(),\n            key=lambda x: x.created_at,\n            reverse=True\n        )[:100]\n        \n        context = {\n            \"message\": None,\n            \"message_type\": None,\n            \"repo_url\": \"\",\n            \"commit_id\": \"\",\n            \"recent_jobs\": recent_jobs\n        }\n        \n        return HTMLResponse(content=render_template(WEB_INTERFACE_TEMPLATE, context))\n    \n    async def index_post(self, request: Request, repo_url: str = Form(...), commit_id: str = Form(\"\")) -> HTMLResponse:\n        \"\"\"Handle repository submission.\"\"\"\n        # Clean up old jobs before processing\n        self.cleanup_old_jobs()\n        \n        message = None\n        message_type = None\n        \n        repo_url = repo_url.strip()\n        commit_id = commit_id.strip() if commit_id else \"\"\n        \n        if not repo_url:\n            message = \"Please enter a GitHub repository URL\"\n            message_type = \"error\"\n        elif not GitHubRepoProcessor.is_valid_github_url(repo_url):\n            message = \"Please enter a valid GitHub repository URL\"\n            message_type = \"error\"\n        else:\n            # Normalize the repo URL for comparison\n            normalized_repo_url = self._normalize_github_url(repo_url)\n            \n            # Get repo info for job ID generation\n            repo_info = GitHubRepoProcessor.get_repo_info(normalized_repo_url)\n            job_id = self._repo_full_name_to_job_id(repo_info['full_name'])\n            \n            # Check if already in queue, processing, or recently failed\n            existing_job = self.background_worker.get_job_status(job_id)\n            recent_cutoff = datetime.now() - timedelta(minutes=WebAppConfig.RETRY_COOLDOWN_MINUTES)\n            \n            if existing_job:\n                if existing_job.status in ['queued', 'processing']:\n                    pass  # Will handle below\n                elif existing_job.status == 'failed' and existing_job.created_at > recent_cutoff:\n                    pass  # Will handle below\n                else:\n                    existing_job = None  # Job is old or completed, can reuse\n            \n            if existing_job:\n                if existing_job.status in ['queued', 'processing']:\n                    message = f\"Repository is already being processed (Job ID: {existing_job.job_id})\"\n                else:\n                    message = f\"Repository recently failed processing. Please wait a few minutes before retrying (Job ID: {existing_job.job_id})\"\n                message_type = \"error\"\n            else:\n                # Check cache\n                cached_docs = self.cache_manager.get_cached_docs(normalized_repo_url)\n                if cached_docs and Path(cached_docs).exists():\n                    message = \"Documentation found in cache! Redirecting to view...\"\n                    message_type = \"success\"\n                    # Create a dummy completed job for display\n                    job = JobStatus(\n                        job_id=job_id,\n                        repo_url=normalized_repo_url,  # Use normalized URL\n                        status='completed',\n                        created_at=datetime.now(),\n                        completed_at=datetime.now(),\n                        docs_path=cached_docs,\n                        progress=\"Retrieved from cache\",\n                        commit_id=commit_id if commit_id else None\n                    )\n                    self.background_worker.job_status[job_id] = job\n                else:\n                    # Add to queue\n                    try:\n                        job = JobStatus(\n                            job_id=job_id,\n                            repo_url=normalized_repo_url,  # Use normalized URL\n                            status='queued',\n                            created_at=datetime.now(),\n                            progress=\"Waiting in queue...\",\n                            commit_id=commit_id if commit_id else None\n                        )\n                        \n                        self.background_worker.add_job(job_id, job)\n                        message = f\"Repository added to processing queue! Job ID: {job_id}\"\n                        message_type = \"success\"\n                        repo_url = \"\"  # Clear form\n                        \n                    except Exception as e:\n                        message = f\"Failed to add repository to queue: {str(e)}\\n{format_exc()}\"\n                        message_type = \"error\"\n        \n        # Get recent jobs (last 10)\n        all_jobs = self.background_worker.get_all_jobs()\n        recent_jobs = sorted(\n            all_jobs.values(),\n            key=lambda x: x.created_at,\n            reverse=True\n        )\n        \n        context = {\n            \"message\": message,\n            \"message_type\": message_type,\n            \"repo_url\": repo_url or \"\",\n            \"commit_id\": commit_id or \"\",\n            \"recent_jobs\": recent_jobs\n        }\n        \n        return HTMLResponse(content=render_template(WEB_INTERFACE_TEMPLATE, context))\n    \n    async def get_job_status(self, job_id: str) -> JobStatusResponse:\n        \"\"\"API endpoint to get job status.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        if not job:\n            raise HTTPException(status_code=404, detail=\"Job not found\")\n        \n        return JobStatusResponse(**asdict(job))\n    \n    async def view_docs(self, job_id: str) -> RedirectResponse:\n        \"\"\"View generated documentation.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        if not job:\n            raise HTTPException(status_code=404, detail=\"Job not found\")\n        \n        if job.status != 'completed' or not job.docs_path:\n            raise HTTPException(status_code=404, detail=\"Documentation not available\")\n        \n        docs_path = Path(job.docs_path)\n        if not docs_path.exists():\n            raise HTTPException(status_code=404, detail=\"Documentation files not found\")\n        \n        # Redirect to the documentation viewer\n        return RedirectResponse(url=f\"/static-docs/{job_id}/\", status_code=status.HTTP_302_FOUND)\n    \n    async def serve_generated_docs(self, job_id: str, filename: str = \"overview.md\") -> HTMLResponse:\n        \"\"\"Serve generated documentation files.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        docs_path = None\n        repo_url = None\n        \n        if job:\n            # Job status exists - use it\n            if job.status != 'completed' or not job.docs_path:\n                raise HTTPException(status_code=404, detail=\"Documentation not available\")\n            docs_path = Path(job.docs_path)\n            repo_url = job.repo_url\n        else:\n            # No job status - try to find documentation in cache by job_id\n            # Convert job_id back to repo full name and construct potential paths\n            repo_full_name = self._job_id_to_repo_full_name(job_id)\n            potential_repo_url = f\"https://github.com/{repo_full_name}\"\n            \n            # Check if documentation exists in cache\n            cached_docs = self.cache_manager.get_cached_docs(potential_repo_url)\n            if cached_docs and Path(cached_docs).exists():\n                docs_path = Path(cached_docs)\n                repo_url = potential_repo_url\n                \n                # Recreate job status for consistency\n                job = JobStatus(\n                    job_id=job_id,\n                    repo_url=potential_repo_url,\n                    status='completed',\n                    created_at=datetime.now(),\n                    completed_at=datetime.now(),\n                    docs_path=cached_docs,\n                    progress=\"Loaded from cache\",\n                    commit_id=None  # No commit info available from cache\n                )\n                self.background_worker.job_status[job_id] = job\n                self.background_worker.save_job_statuses()\n            else:\n                raise HTTPException(status_code=404, detail=\"Documentation not found\")\n        \n        if not docs_path or not docs_path.exists():\n            raise HTTPException(status_code=404, detail=\"Documentation files not found\")\n        \n        # Load module tree\n        module_tree = None\n        module_tree_file = docs_path / \"module_tree.json\"\n        if module_tree_file.exists():\n            try:\n                module_tree = file_manager.load_json(module_tree_file)\n            except Exception:\n                pass\n        \n        # Load metadata\n        metadata = None\n        metadata_file = docs_path / \"metadata.json\"\n        if metadata_file.exists():\n            try:\n                metadata = file_manager.load_json(metadata_file)\n            except Exception:\n                pass\n        \n        # Serve the requested file\n        file_path = docs_path / filename\n        if not file_path.exists():\n            raise HTTPException(status_code=404, detail=f\"File {filename} not found\")\n        \n        try:\n            content = file_manager.load_text(file_path)\n            \n            # Convert markdown to HTML (reuse from visualise_docs.py)\n            from .visualise_docs import markdown_to_html, get_file_title\n            from .templates import DOCS_VIEW_TEMPLATE\n            \n            html_content = markdown_to_html(content)\n            title = get_file_title(file_path)\n            \n            context = {\n                \"repo_name\": repo_url.split(\"/\")[-1],\n                \"title\": title,\n                \"content\": html_content,\n                \"navigation\": module_tree,\n                \"current_page\": filename,\n                \"job_id\": job_id,\n                \"metadata\": metadata\n            }\n            \n            return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n            \n        except Exception as e:\n            raise HTTPException(status_code=500, detail=f\"Error reading {filename}: {e}\\n{format_exc()}\")\n    \n    def _normalize_github_url(self, url: str) -> str:\n        \"\"\"Normalize GitHub URL for consistent comparison.\"\"\"\n        try:\n            # Get repo info to standardize the URL format\n            repo_info = GitHubRepoProcessor.get_repo_info(url)\n            return f\"https://github.com/{repo_info['full_name']}\"\n        except Exception:\n            # Fallback to basic normalization\n            return url.rstrip('/').lower()\n    \n    def _repo_full_name_to_job_id(self, full_name: str) -> str:\n        \"\"\"Convert repo full name to URL-safe job ID.\"\"\"\n        return full_name.replace('/', '--')\n    \n    def _job_id_to_repo_full_name(self, job_id: str) -> str:\n        \"\"\"Convert job ID back to repo full name.\"\"\"\n        return job_id.replace('--', '/')\n    \n    def cleanup_old_jobs(self):\n        \"\"\"Clean up old job status entries.\"\"\"\n        cutoff = datetime.now() - timedelta(hours=WebAppConfig.JOB_CLEANUP_HOURS)\n        all_jobs = self.background_worker.get_all_jobs()\n        expired_jobs = [\n            job_id for job_id, job in all_jobs.items()\n            if job.created_at < cutoff and job.status in ['completed', 'failed']\n        ]\n        \n        for job_id in expired_jobs:\n            if job_id in self.background_worker.job_status:\n                del self.background_worker.job_status[job_id]",
+    "start_line": 25,
+    "end_line": 299,
+    "has_docstring": true,
+    "docstring": "Handles all web routes for the application.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class WebRoutes",
+    "component_id": "codewiki/src/fe/routes.py::WebRoutes",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/template_utils.py::StringTemplateLoader": {
+    "id": "codewiki/src/fe/template_utils.py::StringTemplateLoader",
+    "name": "StringTemplateLoader",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/template_utils.py",
+    "relative_path": "codewiki/src/fe/template_utils.py",
+    "depends_on": [],
+    "source_code": "class StringTemplateLoader(BaseLoader):\n    \"\"\"Custom Jinja2 loader for string templates.\"\"\"\n    \n    def __init__(self, template_string: str):\n        self.template_string = template_string\n    \n    def get_source(self, environment, template):\n        return self.template_string, None, lambda: True",
+    "start_line": 10,
+    "end_line": 17,
+    "has_docstring": true,
+    "docstring": "Custom Jinja2 loader for string templates.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": [
+      "BaseLoader"
+    ],
+    "class_name": null,
+    "display_name": "class StringTemplateLoader",
+    "component_id": "codewiki/src/fe/template_utils.py::StringTemplateLoader",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/template_utils.py::render_template": {
+    "id": "codewiki/src/fe/template_utils.py::render_template",
+    "name": "render_template",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/template_utils.py",
+    "relative_path": "codewiki/src/fe/template_utils.py",
+    "depends_on": [
+      "codewiki/src/fe/template_utils.py::StringTemplateLoader"
+    ],
+    "source_code": "def render_template(template: str, context: Dict[str, Any]) -> str:\n    \"\"\"\n    Render template using Jinja2.\n    \n    Args:\n        template: HTML template string with Jinja2 syntax\n        context: Dictionary of variables to substitute\n    \n    Returns:\n        Rendered HTML string\n    \"\"\"\n    # Create Jinja2 environment with string template\n    env = Environment(\n        loader=StringTemplateLoader(template),\n        autoescape=select_autoescape(['html', 'xml']),\n        trim_blocks=True,\n        lstrip_blocks=True\n    )\n    \n    # Get template and render\n    jinja_template = env.get_template('')\n    return jinja_template.render(**context)",
+    "start_line": 20,
+    "end_line": 41,
+    "has_docstring": true,
+    "docstring": "Render template using Jinja2.\n\nArgs:\n    template: HTML template string with Jinja2 syntax\n    context: Dictionary of variables to substitute\n\nReturns:\n    Rendered HTML string",
+    "parameters": [
+      "template",
+      "context"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function render_template",
+    "component_id": "codewiki/src/fe/template_utils.py::render_template",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/template_utils.py::render_navigation": {
+    "id": "codewiki/src/fe/template_utils.py::render_navigation",
+    "name": "render_navigation",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/template_utils.py",
+    "relative_path": "codewiki/src/fe/template_utils.py",
+    "depends_on": [
+      "codewiki/src/fe/template_utils.py::render_template"
+    ],
+    "source_code": "def render_navigation(module_tree: Dict[str, Any], current_page: str = \"\") -> str:\n    \"\"\"\n    Render navigation HTML from module tree structure.\n    \n    Args:\n        module_tree: Dictionary representing the module tree\n        current_page: Current page filename for highlighting\n    \n    Returns:\n        HTML string for navigation\n    \"\"\"\n    if not module_tree:\n        return \"\"\n    \n    nav_template = \"\"\"\n    {%- for section_key, section_data in module_tree.items() %}\n    <div class=\"nav-section\">\n        <h3>{{ section_key.replace('_', ' ').title() }}</h3>\n        {%- if section_data.get('components') %}\n        <a href=\"/{{ section_key }}.md\" class=\"nav-item {{ 'active' if current_page == section_key + '.md' else '' }}\">Overview</a>\n        {%- endif %}\n        {%- if section_data.get('children') %}\n        {%- for child_key, child_data in section_data['children'].items() %}\n        <div class=\"nav-subsection\">\n            <a href=\"/{{ child_key }}.md\" class=\"nav-item {{ 'active' if current_page == child_key + '.md' else '' }}\">{{ child_key.replace('_', ' ').title() }}</a>\n        </div>\n        {%- endfor %}\n        {%- endif %}\n    </div>\n    {%- endfor %}\n    \"\"\"\n    \n    return render_template(nav_template, {\n        'module_tree': module_tree,\n        'current_page': current_page\n    })",
+    "start_line": 44,
+    "end_line": 79,
+    "has_docstring": true,
+    "docstring": "Render navigation HTML from module tree structure.\n\nArgs:\n    module_tree: Dictionary representing the module tree\n    current_page: Current page filename for highlighting\n\nReturns:\n    HTML string for navigation",
+    "parameters": [
+      "module_tree",
+      "current_page"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function render_navigation",
+    "component_id": "codewiki/src/fe/template_utils.py::render_navigation",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/template_utils.py::render_job_list": {
+    "id": "codewiki/src/fe/template_utils.py::render_job_list",
+    "name": "render_job_list",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/template_utils.py",
+    "relative_path": "codewiki/src/fe/template_utils.py",
+    "depends_on": [
+      "codewiki/src/fe/template_utils.py::render_template"
+    ],
+    "source_code": "def render_job_list(jobs: list) -> str:\n    \"\"\"\n    Render job list HTML.\n    \n    Args:\n        jobs: List of job objects\n    \n    Returns:\n        HTML string for job list\n    \"\"\"\n    if not jobs:\n        return \"\"\n    \n    job_list_template = \"\"\"\n    {%- for job in jobs %}\n    <div class=\"job-item\">\n        <div class=\"job-header\">\n            <div class=\"job-url\">{{ job.repo_url }}</div>\n            <div class=\"job-status status-{{ job.status }}\">{{ job.status.title() }}</div>\n        </div>\n        {%- if job.progress %}\n        <div class=\"job-progress\">{{ job.progress }}</div>\n        {%- endif %}\n        {%- if job.status == 'completed' and job.docs_path %}\n        <div class=\"job-actions\">\n            <a href=\"/docs/{{ job.job_id }}\" class=\"btn btn-small\">View Documentation</a>\n        </div>\n        {%- endif %}\n    </div>\n    {%- endfor %}\n    \"\"\"\n    \n    return render_template(job_list_template, {'jobs': jobs})",
+    "start_line": 82,
+    "end_line": 114,
+    "has_docstring": true,
+    "docstring": "Render job list HTML.\n\nArgs:\n    jobs: List of job objects\n\nReturns:\n    HTML string for job list",
+    "parameters": [
+      "jobs"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function render_job_list",
+    "component_id": "codewiki/src/fe/template_utils.py::render_job_list",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/visualise_docs.py::initialize_globals": {
+    "id": "codewiki/src/fe/visualise_docs.py::initialize_globals",
+    "name": "initialize_globals",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
+    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "depends_on": [
+      "codewiki/src/fe/visualise_docs.py::load_module_tree"
+    ],
+    "source_code": "def initialize_globals():\n    \"\"\"Initialize global variables from environment or command line args if not already set.\"\"\"\n    global DOCS_FOLDER, MODULE_TREE\n    \n    if DOCS_FOLDER is None:\n        # Try to get from environment variable or use a default\n        import os\n        docs_folder_path = os.environ.get('DOCS_FOLDER')\n        if docs_folder_path and Path(docs_folder_path).exists():\n            DOCS_FOLDER = docs_folder_path\n            MODULE_TREE = load_module_tree(Path(docs_folder_path))\n        else:\n            # If no environment variable, we need to handle this gracefully\n            # The FastAPI endpoints will need to check if DOCS_FOLDER is None\n            pass",
+    "start_line": 34,
+    "end_line": 48,
+    "has_docstring": true,
+    "docstring": "Initialize global variables from environment or command line args if not already set.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function initialize_globals",
+    "component_id": "codewiki/src/fe/visualise_docs.py::initialize_globals",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/visualise_docs.py::load_module_tree": {
+    "id": "codewiki/src/fe/visualise_docs.py::load_module_tree",
+    "name": "load_module_tree",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
+    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "depends_on": [],
+    "source_code": "def load_module_tree(docs_folder: Path) -> Optional[Dict]:\n    \"\"\"Load the module tree structure from module_tree.json.\"\"\"\n    tree_file = docs_folder / \"module_tree.json\"\n    if not tree_file.exists():\n        print(f\"Warning: module_tree.json not found in {docs_folder}\")\n        return None\n    \n    try:\n        return file_manager.load_json(tree_file)\n    except Exception as e:\n        print(f\"Error loading module_tree.json: {e}\")\n        return None",
+    "start_line": 54,
+    "end_line": 65,
+    "has_docstring": true,
+    "docstring": "Load the module tree structure from module_tree.json.",
+    "parameters": [
+      "docs_folder"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function load_module_tree",
+    "component_id": "codewiki/src/fe/visualise_docs.py::load_module_tree",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/visualise_docs.py::markdown_to_html": {
+    "id": "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+    "name": "markdown_to_html",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
+    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "depends_on": [],
+    "source_code": "def markdown_to_html(content: str) -> str:\n    \"\"\"Convert markdown content to HTML, with special handling for mermaid diagrams.\"\"\"\n    # First, convert markdown to HTML\n    html = md.render(content)\n    \n    # Post-process to ensure mermaid code blocks are properly formatted\n    # Look for code blocks with language-mermaid class and convert them to mermaid divs\n    import re\n    \n    # Pattern to match mermaid code blocks\n    pattern = r'<pre><code class=\"language-mermaid\">(.*?)</code></pre>'\n    \n    def replace_mermaid(match):\n        mermaid_code = match.group(1)\n        # Decode HTML entities that might have been encoded\n        import html\n        mermaid_code = html.unescape(mermaid_code)\n        return f'<div class=\"mermaid\">{mermaid_code}</div>'\n    \n    # Replace mermaid code blocks with proper mermaid divs\n    html = re.sub(pattern, replace_mermaid, html, flags=re.DOTALL)\n    \n    return html",
+    "start_line": 68,
+    "end_line": 90,
+    "has_docstring": true,
+    "docstring": "Convert markdown content to HTML, with special handling for mermaid diagrams.",
+    "parameters": [
+      "content"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function markdown_to_html",
+    "component_id": "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/visualise_docs.py::replace_mermaid": {
+    "id": "codewiki/src/fe/visualise_docs.py::replace_mermaid",
+    "name": "replace_mermaid",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
+    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "depends_on": [],
+    "source_code": "    def replace_mermaid(match):\n        mermaid_code = match.group(1)\n        # Decode HTML entities that might have been encoded\n        import html\n        mermaid_code = html.unescape(mermaid_code)\n        return f'<div class=\"mermaid\">{mermaid_code}</div>'",
+    "start_line": 80,
+    "end_line": 85,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "match"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function replace_mermaid",
+    "component_id": "codewiki/src/fe/visualise_docs.py::replace_mermaid",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/visualise_docs.py::get_file_title": {
+    "id": "codewiki/src/fe/visualise_docs.py::get_file_title",
+    "name": "get_file_title",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
+    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "depends_on": [],
+    "source_code": "def get_file_title(file_path: Path) -> str:\n    \"\"\"Extract title from markdown file, fallback to filename.\"\"\"\n    try:\n        content = file_manager.load_text(file_path)\n        first_line = content.split('\\n')[0].strip()\n        if first_line.startswith('# '):\n            return first_line[2:].strip()\n    except Exception:\n        pass\n    \n    # Fallback to filename without extension\n    return file_path.stem.replace('_', ' ').title()",
+    "start_line": 93,
+    "end_line": 104,
+    "has_docstring": true,
+    "docstring": "Extract title from markdown file, fallback to filename.",
+    "parameters": [
+      "file_path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_file_title",
+    "component_id": "codewiki/src/fe/visualise_docs.py::get_file_title",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/visualise_docs.py::index": {
+    "id": "codewiki/src/fe/visualise_docs.py::index",
+    "name": "index",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
+    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "depends_on": [
+      "codewiki/src/fe/visualise_docs.py::get_file_title",
+      "codewiki/src/fe/visualise_docs.py::initialize_globals",
+      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+      "codewiki/src/fe/template_utils.py::render_template"
+    ],
+    "source_code": "async def index():\n    \"\"\"Serve the overview page as the main page.\"\"\"\n    initialize_globals()\n    \n    if DOCS_FOLDER is None:\n        raise HTTPException(status_code=500, detail=\"Documentation folder not configured. Please set DOCS_FOLDER environment variable or run with --docs-folder argument.\")\n    \n    overview_file = Path(DOCS_FOLDER) / \"overview.md\"\n    \n    if not overview_file.exists():\n        raise HTTPException(status_code=404, detail=\"overview.md not found in the documentation folder\")\n    \n    try:\n        content = file_manager.load_text(overview_file)\n        \n        html_content = markdown_to_html(content)\n        title = get_file_title(overview_file)\n        \n        context = {\n            \"title\": title,\n            \"content\": html_content,\n            \"navigation\": MODULE_TREE,\n            \"current_page\": \"overview.md\"\n        }\n        \n        return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n        \n    except Exception as e:\n        raise HTTPException(status_code=500, detail=f\"Error reading overview.md: {e}\")",
+    "start_line": 108,
+    "end_line": 136,
+    "has_docstring": true,
+    "docstring": "Serve the overview page as the main page.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function index",
+    "component_id": "codewiki/src/fe/visualise_docs.py::index",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/visualise_docs.py::serve_doc": {
+    "id": "codewiki/src/fe/visualise_docs.py::serve_doc",
+    "name": "serve_doc",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
+    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "depends_on": [
+      "codewiki/src/fe/visualise_docs.py::get_file_title",
+      "codewiki/src/fe/visualise_docs.py::initialize_globals",
+      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+      "codewiki/src/fe/template_utils.py::render_template"
+    ],
+    "source_code": "async def serve_doc(filename: str):\n    \"\"\"Serve individual documentation files.\"\"\"\n    initialize_globals()\n    \n    if DOCS_FOLDER is None:\n        raise HTTPException(status_code=500, detail=\"Documentation folder not configured. Please set DOCS_FOLDER environment variable or run with --docs-folder argument.\")\n    \n    # Security check: ensure we're only serving .md files and they exist in the docs folder\n    if not filename.endswith('.md'):\n        raise HTTPException(status_code=404, detail=\"Only markdown files are supported\")\n    \n    file_path = Path(DOCS_FOLDER) / filename\n    \n    # Ensure the file is within the docs folder (prevent directory traversal)\n    try:\n        file_path = file_path.resolve()\n        docs_folder_resolved = Path(DOCS_FOLDER).resolve()\n        if not str(file_path).startswith(str(docs_folder_resolved)):\n            raise HTTPException(status_code=403, detail=\"Access denied\")\n    except Exception:\n        raise HTTPException(status_code=403, detail=\"Invalid file path\")\n    \n    if not file_path.exists():\n        raise HTTPException(status_code=404, detail=f\"File {filename} not found\")\n    \n    try:\n        content = file_manager.load_text(file_path)\n        \n        html_content = markdown_to_html(content)\n        title = get_file_title(file_path)\n        \n        context = {\n            \"title\": title,\n            \"content\": html_content,\n            \"navigation\": MODULE_TREE,\n            \"current_page\": filename\n        }\n        \n        return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n        \n    except Exception as e:\n        raise HTTPException(status_code=500, detail=f\"Error reading {filename}: {e}\")",
+    "start_line": 140,
+    "end_line": 181,
+    "has_docstring": true,
+    "docstring": "Serve individual documentation files.",
+    "parameters": [
+      "filename"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function serve_doc",
+    "component_id": "codewiki/src/fe/visualise_docs.py::serve_doc",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/visualise_docs.py::main": {
+    "id": "codewiki/src/fe/visualise_docs.py::main",
+    "name": "main",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
+    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "depends_on": [
+      "codewiki/src/fe/visualise_docs.py::load_module_tree"
+    ],
+    "source_code": "def main():\n    \"\"\"Main function to run the documentation server.\"\"\"\n    parser = argparse.ArgumentParser(\n        description=\"Simple documentation server for hosting markdown documentation folders\"\n    )\n    parser.add_argument(\n        \"--docs-folder\",\n        type=str,\n        required=True,\n        help=\"Path to the documentation folder containing markdown files and module_tree.json\"\n    )\n    parser.add_argument(\n        \"--port\",\n        type=int,\n        default=8000,\n        help=\"Port to run the server on (default: 8000)\"\n    )\n    parser.add_argument(\n        \"--host\",\n        type=str,\n        default=\"127.0.0.1\",\n        help=\"Host to bind the server to (default: 127.0.0.1)\"\n    )\n    parser.add_argument(\n        \"--debug\",\n        action=\"store_true\",\n        help=\"Run the server in debug mode\"\n    )\n    \n    args = parser.parse_args()\n    \n    # Validate docs folder\n    docs_folder = Path(args.docs_folder)\n    if not docs_folder.exists():\n        print(f\"Error: Documentation folder '{docs_folder}' does not exist\")\n        sys.exit(1)\n    \n    if not docs_folder.is_dir():\n        print(f\"Error: '{docs_folder}' is not a directory\")\n        sys.exit(1)\n    \n    # Check for overview.md\n    overview_file = docs_folder / \"overview.md\"\n    if not overview_file.exists():\n        print(f\"Warning: overview.md not found in '{docs_folder}'\")\n    \n    # Set global variables and environment variable for uvicorn reload\n    global DOCS_FOLDER, MODULE_TREE\n    DOCS_FOLDER = str(docs_folder.resolve())\n    MODULE_TREE = load_module_tree(docs_folder)\n    \n    # Set environment variable so uvicorn reload can pick it up\n    import os\n    os.environ['DOCS_FOLDER'] = DOCS_FOLDER\n    \n    print(f\"📚 Starting documentation server...\")\n    print(f\"📁 Documentation folder: {DOCS_FOLDER}\")\n    print(f\"🌐 Server running at: http://{args.host}:{args.port}\")\n    print(f\"📖 Main page: overview.md\")\n    \n    if MODULE_TREE:\n        modules_count = len(MODULE_TREE)\n        print(f\"🗂️  Found {modules_count} main modules in module_tree.json\")\n    \n    print(\"\\nPress Ctrl+C to stop the server\")\n    \n    try:\n        import uvicorn\n        uvicorn.run(\n            \"visualise_docs:app\",\n            host=args.host,\n            port=args.port,\n            reload=args.debug,\n            log_level=\"debug\" if args.debug else \"info\"\n        )\n    except KeyboardInterrupt:\n        print(\"\\n👋 Server stopped\")",
+    "start_line": 188,
+    "end_line": 264,
+    "has_docstring": true,
+    "docstring": "Main function to run the documentation server.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function main",
+    "component_id": "codewiki/src/fe/visualise_docs.py::main",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/web_app.py::index_get": {
+    "id": "codewiki/src/fe/web_app.py::index_get",
+    "name": "index_get",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
+    "relative_path": "codewiki/src/fe/web_app.py",
+    "depends_on": [
+      "codewiki/src/fe/web_app.py::index_get"
+    ],
+    "source_code": "async def index_get(request: Request):\n    \"\"\"Main page with form for submitting GitHub repositories.\"\"\"\n    return await web_routes.index_get(request)",
+    "start_line": 43,
+    "end_line": 45,
+    "has_docstring": true,
+    "docstring": "Main page with form for submitting GitHub repositories.",
+    "parameters": [
+      "request"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function index_get",
+    "component_id": "codewiki/src/fe/web_app.py::index_get",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/web_app.py::index_post": {
+    "id": "codewiki/src/fe/web_app.py::index_post",
+    "name": "index_post",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
+    "relative_path": "codewiki/src/fe/web_app.py",
+    "depends_on": [
+      "codewiki/src/fe/web_app.py::index_post"
+    ],
+    "source_code": "async def index_post(request: Request, repo_url: str = Form(...), commit_id: str = Form(\"\")):\n    \"\"\"Handle repository submission.\"\"\"\n    return await web_routes.index_post(request, repo_url, commit_id)",
+    "start_line": 49,
+    "end_line": 51,
+    "has_docstring": true,
+    "docstring": "Handle repository submission.",
+    "parameters": [
+      "request",
+      "repo_url",
+      "commit_id"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function index_post",
+    "component_id": "codewiki/src/fe/web_app.py::index_post",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/web_app.py::get_job_status": {
+    "id": "codewiki/src/fe/web_app.py::get_job_status",
+    "name": "get_job_status",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
+    "relative_path": "codewiki/src/fe/web_app.py",
+    "depends_on": [
+      "codewiki/src/fe/web_app.py::get_job_status"
+    ],
+    "source_code": "async def get_job_status(job_id: str):\n    \"\"\"API endpoint to get job status.\"\"\"\n    return await web_routes.get_job_status(job_id)",
+    "start_line": 55,
+    "end_line": 57,
+    "has_docstring": true,
+    "docstring": "API endpoint to get job status.",
+    "parameters": [
+      "job_id"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function get_job_status",
+    "component_id": "codewiki/src/fe/web_app.py::get_job_status",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/web_app.py::view_docs": {
+    "id": "codewiki/src/fe/web_app.py::view_docs",
+    "name": "view_docs",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
+    "relative_path": "codewiki/src/fe/web_app.py",
+    "depends_on": [
+      "codewiki/src/fe/web_app.py::view_docs"
+    ],
+    "source_code": "async def view_docs(job_id: str):\n    \"\"\"View generated documentation.\"\"\"\n    return await web_routes.view_docs(job_id)",
+    "start_line": 61,
+    "end_line": 63,
+    "has_docstring": true,
+    "docstring": "View generated documentation.",
+    "parameters": [
+      "job_id"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function view_docs",
+    "component_id": "codewiki/src/fe/web_app.py::view_docs",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/web_app.py::serve_generated_docs": {
+    "id": "codewiki/src/fe/web_app.py::serve_generated_docs",
+    "name": "serve_generated_docs",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
+    "relative_path": "codewiki/src/fe/web_app.py",
+    "depends_on": [
+      "codewiki/src/fe/web_app.py::serve_generated_docs"
+    ],
+    "source_code": "async def serve_generated_docs(job_id: str, filename: str = \"overview.md\"):\n    \"\"\"Serve generated documentation files.\"\"\"\n    if not filename: \n        filename = \"overview.md\"\n    return await web_routes.serve_generated_docs(job_id, filename)",
+    "start_line": 68,
+    "end_line": 72,
+    "has_docstring": true,
+    "docstring": "Serve generated documentation files.",
+    "parameters": [
+      "job_id",
+      "filename"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function serve_generated_docs",
+    "component_id": "codewiki/src/fe/web_app.py::serve_generated_docs",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/fe/web_app.py::main": {
+    "id": "codewiki/src/fe/web_app.py::main",
+    "name": "main",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
+    "relative_path": "codewiki/src/fe/web_app.py",
+    "depends_on": [],
+    "source_code": "def main():\n    \"\"\"Main function to run the web application.\"\"\"\n    import uvicorn\n    \n    parser = argparse.ArgumentParser(\n        description=\"CodeWiki Web Application - Generate documentation for GitHub repositories\"\n    )\n    parser.add_argument(\n        \"--host\",\n        type=str,\n        default=WebAppConfig.DEFAULT_HOST,\n        help=f\"Host to bind the server to (default: {WebAppConfig.DEFAULT_HOST})\"\n    )\n    parser.add_argument(\n        \"--port\",\n        type=int,\n        default=WebAppConfig.DEFAULT_PORT,\n        help=f\"Port to run the server on (default: {WebAppConfig.DEFAULT_PORT})\"\n    )\n    parser.add_argument(\n        \"--debug\",\n        action=\"store_true\",\n        help=\"Run the server in debug mode\"\n    )\n    parser.add_argument(\n        \"--reload\",\n        action=\"store_true\",\n        help=\"Enable auto-reload for development\"\n    )\n    \n    args = parser.parse_args()\n    \n    # Ensure required directories exist\n    WebAppConfig.ensure_directories()\n    \n    # Start background worker\n    background_worker.start()\n    \n    print(f\"🚀 CodeWiki Web Application starting...\")\n    print(f\"🌐 Server running at: http://{args.host}:{args.port}\")\n    print(f\"📁 Cache directory: {WebAppConfig.get_absolute_path(WebAppConfig.CACHE_DIR)}\")\n    print(f\"🗂️  Temp directory: {WebAppConfig.get_absolute_path(WebAppConfig.TEMP_DIR)}\")\n    print(\"\\nPress Ctrl+C to stop the server\")\n    \n    try:\n        uvicorn.run(\n            \"fe.web_app:app\",\n            host=args.host,\n            port=args.port,\n            reload=args.reload,\n            log_level=\"debug\" if args.debug else \"info\"\n        )\n    except KeyboardInterrupt:\n        print(\"\\n👋 Server stopped\")\n        background_worker.stop()",
+    "start_line": 75,
+    "end_line": 129,
+    "has_docstring": true,
+    "docstring": "Main function to run the web application.",
+    "parameters": [],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function main",
+    "component_id": "codewiki/src/fe/web_app.py::main",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/src/utils.py::FileManager": {
+    "id": "codewiki/src/utils.py::FileManager",
+    "name": "FileManager",
+    "component_type": "class",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/utils.py",
+    "relative_path": "codewiki/src/utils.py",
+    "depends_on": [],
+    "source_code": "class FileManager:\n    \"\"\"Handles file I/O operations.\"\"\"\n    \n    @staticmethod\n    def ensure_directory(path: str) -> None:\n        \"\"\"Create directory if it doesn't exist.\"\"\"\n        os.makedirs(path, exist_ok=True)\n    \n    @staticmethod\n    def save_json(data: Any, filepath: str) -> None:\n        \"\"\"Save data as JSON to file.\"\"\"\n        with open(filepath, 'w') as f:\n            json.dump(data, f, indent=4)\n    \n    @staticmethod\n    def load_json(filepath: str) -> Optional[Dict[str, Any]]:\n        \"\"\"Load JSON from file, return None if file doesn't exist.\"\"\"\n        if not os.path.exists(filepath):\n            return None\n        \n        with open(filepath, 'r') as f:\n            return json.load(f)\n    \n    @staticmethod\n    def save_text(content: str, filepath: str) -> None:\n        \"\"\"Save text content to file.\"\"\"\n        with open(filepath, 'w') as f:\n            f.write(content)\n    \n    @staticmethod\n    def load_text(filepath: str) -> str:\n        \"\"\"Load text content from file.\"\"\"\n        with open(filepath, 'r') as f:\n            return f.read()",
+    "start_line": 10,
+    "end_line": 43,
+    "has_docstring": true,
+    "docstring": "Handles file I/O operations.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class FileManager",
+    "component_id": "codewiki/src/utils.py::FileManager",
+    "language": null,
+    "qualified_name": null
+  }
+}
\ No newline at end of file
diff --git "a/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md" "b/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
new file mode 100644
index 00000000..43aa3472
--- /dev/null
+++ "b/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
@@ -0,0 +1,180 @@
+# 依赖分析器
+
+## 简介
+
+依赖分析器模块位于 `codewiki/src/be/dependency_analyzer/`，是 CodeWiki 的代码分析引擎。基于 Tree-sitter AST 解析，支持 9 种编程语言，构建组件依赖图、拓扑排序和调用关系分析。
+
+## 架构概览
+
+```mermaid
+graph TD
+    DG[DependencyGraphBuilder] --> AP[ast_parser: DependencyParser]
+    DG --> TOPO[topo_sort.py]
+    AP --> AS[analysis_service: AnalysisService]
+    AS --> CGA[CallGraphAnalyzer]
+    AS --> RA[RepoAnalyzer]
+    AS --> CL[cloning.py]
+    
+    CGA --> PY[Python AST]
+    CGA --> JAVA[Java]
+    CGA --> JS[JavaScript]
+    CGA --> TS[TypeScript]
+    CGA --> C[C Analyzer]
+    CGA --> CPP[C++ Analyzer]
+    CGA --> CS[C# Analyzer]
+    CGA --> KT[Kotlin]
+    CGA --> PHP[PHP]
+    
+    TOPO --> DC[detect_cycles]
+    TOPO --> RC[resolve_cycles]
+    TOPO --> TSORT[topological_sort]
+    TOPO --> LEAF[get_leaf_nodes]
+
+    PY --> MDL[models/core.py]
+    JAVA --> MDL
+    JS --> MDL
+    
+    MDL --> NODE[Node]
+    MDL --> CR[CallRelationship]
+    MDL --> REPO[Repository]
+    
+    AS --> AMD[models/analysis.py]
+```
+
+## 入口与图构建
+
+### DependencyGraphBuilder
+
+> **文件**: `codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py`
+
+依赖图构建入口。接收 `Config` 对象，调用 `DependencyParser` 解析源码，然后通过 `topo_sort` 计算叶节点。
+
+### DependencyParser (ast_parser.py)
+
+> **文件**: `codewiki/src/be/dependency_analyzer/ast_parser.py`
+
+AST 解析网关。创建 `AnalysisService` 实例，遍历仓库文件并分发到各语言分析器。
+
+## 分析服务
+
+### AnalysisService
+
+> **文件**: `codewiki/src/be/dependency_analyzer/analysis/analysis_service.py`
+
+核心分析门面：
+
+- `analyze_repository()`：完整依赖分析
+- `analyze_repository_structure_only()`：仅结构分析（不含调用关系）
+- 集成 `CallGraphAnalyzer`、`RepoAnalyzer`、`cloning.py`（GitHub 克隆）
+- 安全路径检查（`assert_safe_path`）
+
+### CallGraphAnalyzer
+
+> **文件**: `codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py`
+
+调用图分析器，按文件扩展名路由到对应语言分析器，支持超时控制。调用 9 种语言的 `analyze_*_file` 函数。
+
+### RepoAnalyzer
+
+> **文件**: `codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py`
+
+仓库结构分析器。
+
+### cloning.py
+
+> **文件**: `codewiki/src/be/dependency_analyzer/analysis/cloning.py`
+
+GitHub 仓库克隆与清理：URL 安全化、克隆、临时目录清理、只读文件处理。
+
+## 语言分析器
+
+### analyzers/ 目录
+
+| 分析器 | 语言 | 核心类 |
+|--------|------|--------|
+| `python.py` | Python | `PythonASTAnalyzer` — 使用 Python 原生 AST + tree-sitter |
+| `java.py` | Java | `TreeSitterJavaAnalyzer` — 类/方法解析，过滤外部符号 |
+| `javascript.py` | JavaScript | `TreeSitterJSAnalyzer` — 函数/类声明和调用 |
+| `typescript.py` | TypeScript | `TreeSitterTSAnalyzer` — TS 特有语法支持 |
+| `c.py` | C | `TreeSitterCAnalyzer` — 函数定义和调用 |
+| `cpp.py` | C++ | `TreeSitterCppAnalyzer` — 类/模板/命名空间 |
+| `csharp.py` | C# | `TreeSitterCSharpAnalyzer` — 类/方法/属性 |
+| `kotlin.py` | Kotlin | `TreeSitterKotlinAnalyzer` — 类/函数/扩展 |
+| `php.py` | PHP | `TreeSitterPHPAnalyzer` + `NamespaceResolver` |
+
+所有分析器基于 tree-sitter AST 解析，输出 `Node` 和 `CallRelationship` 对象。
+
+## 拓扑排序
+
+> **文件**: `codewiki/src/be/dependency_analyzer/topo_sort.py`
+
+| 函数 | 说明 |
+|------|------|
+| `detect_cycles` | 使用 Tarjan 算法检测强连通分量 |
+| `resolve_cycles` | 检测并标记循环依赖 |
+| `topological_sort` | 拓扑排序（中断循环依赖） |
+| `dependency_first_dfs` | 依赖优先深度遍历 |
+| `get_leaf_nodes` | 获取依赖图中的叶节点 |
+| `build_graph_from_components` | 从组件列表构建邻接图 |
+
+## 数据模型
+
+### models/core.py
+
+| 类 | 说明 |
+|------|------|
+| `Node` | 代码组件节点：id、type、file、source_code、depends_on、language |
+| `CallRelationship` | 调用关系：caller、callee、line_number |
+| `Repository` | 仓库模型：path、files、languages |
+
+### models/analysis.py
+
+| 类 | 说明 |
+|------|------|
+| `AnalysisResult` | 分析结果聚合模型 |
+| `NodeSelection` | 节点选择模型 |
+
+## 工具模块
+
+### utils/external_symbols.py
+
+外部符号识别：`is_external_symbol`（判断是否为外部依赖）、`is_macro_name`（C/C++ 宏名检测）、`normalize_symbol`。
+
+### utils/logging_config.py
+
+`ColoredFormatter` 彩色日志格式化器，`setup_logging` 和 `setup_module_logging` 入口。
+
+### utils/patterns.py
+
+文件模式识别：入口点检测、高连通性文件识别、关键函数识别、fallback 入口点查找。
+
+### utils/security.py
+
+路径安全：`assert_safe_path`（沙箱路径检查）、`safe_open_text`（安全文件读取）。
+
+## 数据流
+
+```mermaid
+graph LR
+    A[DependencyGraphBuilder] --> B[DependencyParser]
+    B --> C[AnalysisService]
+    C --> D[CallGraphAnalyzer]
+    D --> E[语言分析器]
+    E --> F[Node + CallRelationship]
+    F --> G[topo_sort]
+    G --> H[叶节点列表]
+    G --> I[拓扑顺序]
+```
+
+## 模块依赖
+
+- **上游**: [共享配置](共享配置.md)（Config）、[CLI 工具](CLI 工具.md)（日志、异常）
+- **下游**: [MCP 服务](MCP 服务.md)（analyze_repo）、[后端核心](后端核心.md)（DocumentationGenerator）
+
+## 关键设计
+
+1. **多语言 Tree-sitter**：统一 AST 解析框架，每个语言独立分析器
+2. **拓扑排序**：Tarjan SCC 检测循环依赖，确保文档生成顺序正确
+3. **外部符号过滤**：区分项目内部符号与外部依赖，避免噪声
+4. **安全沙箱**：路径检查防止目录遍历攻击
+5. **超时控制**：CallGraphAnalyzer 单文件分析超时保护
\ No newline at end of file
diff --git "a/repowiki/\345\205\261\344\272\253\351\205\215\347\275\256.md" "b/repowiki/\345\205\261\344\272\253\351\205\215\347\275\256.md"
new file mode 100644
index 00000000..332face1
--- /dev/null
+++ "b/repowiki/\345\205\261\344\272\253\351\205\215\347\275\256.md"
@@ -0,0 +1,68 @@
+# 共享配置
+
+## 简介
+
+共享配置模块位于 `codewiki/src/`，提供全局配置管理和通用文件操作工具，被所有后端模块引用。
+
+## 架构概览
+
+```mermaid
+graph LR
+    BC[后端核心] --> SC[src/config.py: Config]
+    DA[依赖分析器] --> SC
+    FE[前端服务] --> SC
+    MCP[MCP 服务] --> SC
+    CLI[CLI 核心] --> SC
+    CLI --> UTIL[src/utils.py: FileManager]
+```
+
+## 核心组件
+
+### Config (src/config.py)
+
+> **文件**: `codewiki/src/config.py`
+
+全局配置类，承载所有后端运行参数：
+
+| 字段 | 说明 |
+|------|------|
+| `repo_path` | 仓库路径 |
+| `output_dir` | 输出目录 |
+| `dependency_graph_dir` | 依赖图中间文件目录 |
+| `docs_dir` | 文档输出目录 |
+| `max_depth` | 子模块递归最大深度 |
+| `llm_base_url` | LLM API 地址 |
+| `llm_api_key` | LLM API Key |
+| `main_model` | 主模型名称 |
+| `cluster_model` | 聚类模型名称 |
+| `fallback_model` | fallback 模型名称 |
+| `provider` | 提供商类型 |
+| `aws_region` | AWS 区域（Bedrock） |
+| `api_version` | API 版本（Azure） |
+| `azure_deployment` | Azure 部署名 |
+| `max_tokens` | LLM 最大 Token |
+| `max_token_per_module` | 每模块最大 Token |
+| `max_token_per_leaf_module` | 每叶模块最大 Token |
+| `agent_instructions` | Agent 指令配置 |
+
+**上下文函数**：
+
+- `set_cli_context(flag)`：设置 CLI 运行标记
+- `is_cli_context()`：检查是否在 CLI 上下文中运行
+
+### FileManager (src/utils.py)
+
+> **文件**: `codewiki/src/utils.py`
+
+通用文件操作管理器，提供跨模块使用的文件读写功能。
+
+## 模块依赖
+
+- 被 [后端核心](后端核心.md)、[依赖分析器](依赖分析器.md)、[前端服务](前端服务.md)、[MCP 服务](MCP 服务.md)、[CLI 核心](CLI 核心.md) 共同引用
+- 不依赖其他项目内部模块，保持最小依赖
+
+## 设计要点
+
+1. **单一配置入口**：`Config` 类统一管理所有参数，避免配置散落
+2. **CLI/MCP 双模式**：通过 `is_cli_context()` 区分配置加载策略
+3. **FileManager 单例**：全局文件操作工具，确保文件访问一致性
\ No newline at end of file
diff --git "a/repowiki/\345\211\215\347\253\257\346\234\215\345\212\241.md" "b/repowiki/\345\211\215\347\253\257\346\234\215\345\212\241.md"
new file mode 100644
index 00000000..6e20aadf
--- /dev/null
+++ "b/repowiki/\345\211\215\347\253\257\346\234\215\345\212\241.md"
@@ -0,0 +1,133 @@
+# 前端服务
+
+## 简介
+
+前端服务模块位于 `codewiki/src/fe/`，提供 Web 应用接口和文档可视化能力。包含 FastAPI Web 服务、路由管理、模板渲染、文档可视化、缓存管理、后台任务处理和 GitHub 仓库处理。
+
+## 架构概览
+
+```mermaid
+graph TD
+    WEB[web_app.py] --> RT[routes.py: WebRoutes]
+    WEB --> MOD[models.py]
+    WEB --> BW[background_worker.py]
+    WEB --> TM[template_utils.py]
+
+    RT --> VD[visualise_docs.py]
+    RT --> TM
+
+    VD --> MD[markdown_to_html]
+    VD --> MT[load_module_tree]
+    VD --> TMPL[render_template]
+
+    TM --> STL[StringTemplateLoader]
+
+    BW --> DG[DocumentationGenerator]
+    BW --> CL[cloning.py]
+    BW --> MOD2[models/job.py::JobStatus]
+
+    RT --> CACHE[cache_manager.py]
+    CACHE --> CE[CacheEntry]
+
+    RT --> GH[github_processor.py]
+
+    MOD --> RS[RepositorySubmission]
+    MOD --> JSR[JobStatusResponse]
+    MOD --> JS[JobStatus]
+    MOD --> CE2[CacheEntry]
+
+    CFG[config.py: WebAppConfig] --> WEB
+```
+
+## 核心组件
+
+### web_app.py — Web 入口
+
+| 端点 | 说明 |
+|------|------|
+| `index_get()` | GET / — 渲染主页（递归渲染，显示作业列表） |
+| `index_post()` | POST / — 提交仓库生成任务（递归渲染） |
+| `get_job_status()` | GET /status/{job_id} — 查询作业状态（递归） |
+| `view_docs()` | GET /docs/{job_id} — 查看生成的文档 |
+| `serve_generated_docs()` | GET /docs/{job_id}/{path} — 提供生成文档文件 |
+| `main()` | 启动 uvicorn Web 服务 |
+
+### routes.py — WebRoutes
+
+Web 路由管理器，整合所有端点逻辑。使用 `render_template` 渲染 HTML，调用 `markdown_to_html` 转换文档，通过 `get_file_title` 获取页面标题。
+
+### models.py — Web 数据模型
+
+| 模型 | 说明 |
+|------|------|
+| `RepositorySubmission` | 仓库提交请求模型（URL/路径） |
+| `JobStatusResponse` | 作业状态响应模型 |
+| `JobStatus` | Web 层作业状态枚举 |
+| `CacheEntry` | 缓存条目模型（数据 + 时间戳） |
+
+### background_worker.py — 后台任务
+
+`BackgroundWorker` 在后台异步执行文档生成：克隆 GitHub 仓库（`clone_repository`）→ 调用 `DocumentationGenerator` → 更新作业状态。
+
+### cache_manager.py — 缓存管理
+
+`CacheManager` 管理文档生成结果缓存，使用 `CacheEntry` 模型存储缓存数据及过期时间。
+
+### github_processor.py — GitHub 处理
+
+`GitHubRepoProcessor` 处理 GitHub 仓库 URL 解析和下载。
+
+### config.py — Web 配置
+
+`WebAppConfig` 管理 Web 应用配置（端口、host、模板路径等）。
+
+### template_utils.py — 模板渲染
+
+| 组件 | 说明 |
+|------|------|
+| `StringTemplateLoader` | 自定义 Jinja2 模板加载器，支持字符串模板 |
+| `render_template(template_name, context)` | 渲染指定模板 |
+| `render_navigation(module_tree)` | 渲染模块导航 |
+| `render_job_list(jobs)` | 渲染作业列表 |
+
+### visualise_docs.py — 文档可视化
+
+| 组件 | 说明 |
+|------|------|
+| `load_module_tree()` | 加载 `module_tree.json` |
+| `initialize_globals()` | 初始化全局变量（加载模块树） |
+| `markdown_to_html(md_content)` | Markdown 转 HTML |
+| `replace_mermaid(match)` | Mermaid 代码块替换为 HTML div |
+| `get_file_title(filename)` | 从文件名提取文档标题 |
+| `index()` | 文档索引页渲染 |
+| `serve_doc(filename)` | 单个文档页渲染 |
+| `main()` | 启动文档可视化 Web 服务器 |
+
+## 数据流
+
+```mermaid
+graph LR
+    A[用户浏览器] --> B[web_app.py]
+    B --> C[routes.py]
+    C --> D[template_utils]
+    D --> E[Jinja2 渲染]
+    C --> F[visualise_docs]
+    F --> G[Markdown -> HTML]
+    G --> H[Mermaid 图表嵌入]
+    B --> I[background_worker]
+    I --> J[DocumentationGenerator]
+    J --> K[生成文档文件]
+    C --> K
+```
+
+## 模块依赖
+
+- **上游**: [后端核心](后端核心.md)（DocumentationGenerator）、[依赖分析器](依赖分析器.md)（cloning）、[CLI 核心](CLI 核心.md)（models/job）
+- **共享**: [共享配置](共享配置.md)（WebAppConfig）
+
+## 关键设计
+
+1. **Jinja2 模板引擎**：`StringTemplateLoader` 支持内联模板，无需外部模板文件
+2. **Mermaid 客户端渲染**：文档可视化使用 CDN 加载 Mermaid.js，在浏览器端渲染图表
+3. **后台任务队列**：`BackgroundWorker` 异步执行文档生成，Web 服务即时响应
+4. **缓存机制**：`CacheManager` 缓存已生成的文档，避免重复生成
\ No newline at end of file
diff --git "a/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md" "b/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"
new file mode 100644
index 00000000..7e01b894
--- /dev/null
+++ "b/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"
@@ -0,0 +1,185 @@
+# 后端核心
+
+## 简介
+
+后端核心模块位于 `codewiki/src/be/`，是 CodeWiki 的文档生成引擎。包含文档生成编排器、多 LLM 后端适配、提示词模板、模块聚类和 Mermaid 图表验证等核心能力。
+
+## 架构概览
+
+```mermaid
+graph TD
+    DG[DocumentationGenerator] --> BG[backend.py: get_backend]
+    DG --> CM[cluster_modules.py]
+    DG --> DGB[DependencyGraphBuilder]
+
+    BG --> CAW[CawBackend]
+    BG --> PYD[PydanticAIBackend]
+
+    CAW --> CTK[CawToolKit]
+    CAW --> DEPS[CodeWikiDeps]
+    CAW --> PT[prompt_template.py]
+
+    PYD --> DEPS2[CodeWikiDeps]
+    PYD --> LLM[llm_services.py]
+    PYD --> PT2[prompt_template.py]
+
+    CTK --> ET[EditTool]
+    CTK --> MV[Mermaid 验证]
+
+    LLM --> LITELLM[LiteLLM]
+    LLM --> AZURE[Azure OpenAI]
+    LLM --> OPENAI[C compatibleOpenAIModel]
+
+    CM --> CMF[cluster_modules函数]
+    CM --> CPT[format_potential_core_components]
+
+    PT --> FUP[format_user_prompt]
+    PT --> FCP[format_cluster_prompt]
+    PT --> FSP[format_system_prompt]
+    PT --> FLSP[format_leaf_system_prompt]
+
+    BEUTIL[be/utils.py] --> COUNT[count_tokens]
+    BEUTIL --> CMPLX[is_complex_module]
+    BEUTIL --> MV2[validate_mermaid_diagrams]
+    BEUTIL --> EB[extract_mermaid_blocks]
+```
+
+## 文档生成引擎
+
+### DocumentationGenerator
+
+> **文件**: `codewiki/src/be/documentation_generator.py`
+
+文档生成主控制器，协调整个生成流程：
+
+1. 调用 `DependencyGraphBuilder` 构建依赖图
+2. 调用 `cluster_modules` 进行模块聚类
+3. 通过 `get_backend()` 获取 LLM 后端
+4. 调度模块文档生成
+5. 管理进度和日志
+
+### main.py — 独立入口
+
+为命令行直接调用后端提供的入口：`parse_arguments()` 解析参数 → 创建 `DocumentationGenerator` → `run()`。
+
+## LLM 后端
+
+### Backend 抽象层 (backend.py)
+
+| 组件 | 说明 |
+|------|------|
+| `LLMBackend` | 后端抽象基类 |
+| `get_backend(config)` | 工厂函数：根据 provider 返回 CawBackend 或 PydanticAIBackend |
+| `is_caw_provider(provider)` | 判断是否为订阅模式提供商（claude-code/codex） |
+
+### CawBackend (caw_backend.py)
+
+> **文件**: `codewiki/src/be/caw_backend.py`
+
+订阅模式后端（Code As Workflow），直接使用 AI IDE 的内置模型，无需手动配置 LLM API。使用 `CawToolKit` 作为工具集，`CodeWikiDeps` 作为依赖注入。
+
+**核心特性**：
+- 零配置：依赖 IDE 的认证凭证
+- 工具组适配：`_agent_tool_group_for_provider` 按提供商选择工具集
+- 超时补丁：`_patch_codex_tool_timeout` 处理 Codex 的超时问题
+
+### PydanticAIBackend (pydantic_ai_backend.py)
+
+> **文件**: `codewiki/src/be/pydantic_ai_backend.py`
+
+API 模式后端，使用 OpenAI 兼容 API。通过 `llm_services.py` 调用 LLM，使用 `call_llm` 发送 prompt，配合 `CodeWikiDeps` 依赖注入和 Agent 工具。
+
+### CawToolKit (caw_toolkit.py)
+
+> **文件**: `codewiki/src/be/caw_toolkit.py`
+
+订阅模式工具集：集成 `EditTool`（文件编辑）、Mermaid 验证、心跳检测、JSON 参数兼容处理。
+
+### llm_services.py — LLM 调用层
+
+| 组件 | 说明 |
+|------|------|
+| `call_llm()` | 统一 LLM 调用入口，路由到 LiteLLM 或 Azure |
+| `CompatibleOpenAIModel` | OpenAI 兼容模型封装 |
+| `create_main_model()` | 创建主模型客户端 |
+| `create_fallback_model()` | 创建 fallback 模型客户端 |
+| `create_fallback_models()` | 创建主 + fallback 模型列表 |
+| `_call_llm_via_litellm()` | 通过 LiteLLM 调用 |
+| `_call_llm_via_azure()` | 通过 Azure OpenAI 调用 |
+| `_build_model_settings()` | 构建模型参数（max_tokens 等） |
+| `_should_use_max_completion_tokens()` | 判断是否使用 max_completion_tokens |
+
+支持提供商：OpenAI、Anthropic、Azure OpenAI、AWS Bedrock 及所有 LiteLLM 兼容端点。
+
+## 模块聚类
+
+### cluster_modules.py
+
+| 组件 | 说明 |
+|------|------|
+| `cluster_modules(components, config)` | 调用 LLM 进行组件聚类（递归调用自身处理大模块） |
+| `format_potential_core_components(ids, components)` | 格式化核心组件列表为 LLM 输入 |
+| `get_clustering_input_token_count()` | 估算聚类输入的 Token 数量 |
+
+聚类策略根据组件数量和模型能力动态选择：
+- 顶级模型 + 大量组件 → LLM 全量聚类
+- 非顶级模型或其他情况 → 基于文件目录结构的启发式聚类
+
+## 提示词模板
+
+### prompt_template.py
+
+| 组件 | 说明 |
+|------|------|
+| `format_cluster_prompt()` | 聚类提示词模板 |
+| `format_system_prompt()` | 复杂模块系统提示词 |
+| `format_leaf_system_prompt()` | 叶模块系统提示词 |
+| `format_user_prompt()` | 用户提示词（含模块树、组件列表） |
+| `_format_module_tree()` | 递归格式化模块树结构 |
+
+## 后端工具
+
+### be/utils.py
+
+| 组件 | 说明 |
+|------|------|
+| `count_tokens(text)` | Token 计数（支持 tiktoken） |
+| `is_complex_module(components, ids)` | 判断模块是否需要子模块拆分 |
+| `validate_mermaid_diagrams(file_path)` | 验证文件中所有 Mermaid 图表语法 |
+| `extract_mermaid_blocks(content)` | 提取 Mermaid 代码块 |
+| `validate_single_diagram(code)` | 验证单个 Mermaid 图表（支持 pythonmonkey 和 mermaid-py） |
+| `set_main_loop()` | 设置 asyncio 主事件循环引用 |
+
+## 数据流
+
+```mermaid
+graph TD
+    A[配置文件] --> B[get_backend]
+    B --> C{provider 类型}
+    C -->|claude-code/codex| D[CawBackend]
+    C -->|API 模式| E[PydanticAIBackend]
+    
+    D --> F[CawToolKit]
+    F --> G[EditTool]
+    
+    E --> H[llm_services.call_llm]
+    H --> I[LiteLLM / Azure / OpenAI]
+    
+    D --> J[Agent 工具]
+    E --> J
+    J --> K[文档文件]
+```
+
+## 模块依赖
+
+- **上游**: [依赖分析器](依赖分析器.md)（DependencyGraphBuilder）、[共享配置](共享配置.md)（Config）、[Agent 工具](Agent 工具.md)（CodeWikiDeps、EditTool）
+- **下游**: [CLI 核心](CLI 核心.md)（CLIDocumentationGenerator）、[前端服务](前端服务.md)（BackgroundWorker）
+- **工具**: [CLI 工具](CLI 工具.md)（日志、进度）
+
+## 关键设计
+
+1. **双后端架构**：`CawBackend`（订阅模式/零配置）和 `PydanticAIBackend`（API 模式），通过 `get_backend` 工厂统一创建
+2. **分层 LLM 调用**：`llm_services.py` 屏蔽 LiteLLM/Azure/OpenAI 差异
+3. **动态聚类策略**：根据模型能力和组件规模选择聚类算法
+4. **Mermaid 双重验证**：支持 Node.js 和 Python 两种验证方式
+5. **Token 管理**：`count_tokens` + `is_complex_module` 确保单次 LLM 调用不超限
\ No newline at end of file

From 50ac6fce463551959ff570b87f51df7ef44161eb Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Thu, 18 Jun 2026 17:44:28 +0800
Subject: [PATCH 07/26] skill rule

---
 .qoder/rules/codewiki-wiki-generator/RULE.mdc | 181 ++++++++++++++++++
 .../skills/codewiki-wiki-generator/SKILL.md   | 143 ++++++++++++++
 2 files changed, 324 insertions(+)
 create mode 100644 .qoder/rules/codewiki-wiki-generator/RULE.mdc
 create mode 100644 .qoderwork/skills/codewiki-wiki-generator/SKILL.md

diff --git a/.qoder/rules/codewiki-wiki-generator/RULE.mdc b/.qoder/rules/codewiki-wiki-generator/RULE.mdc
new file mode 100644
index 00000000..92fe9a5e
--- /dev/null
+++ b/.qoder/rules/codewiki-wiki-generator/RULE.mdc
@@ -0,0 +1,181 @@
+---
+description: "使用 CodeWiki MCP 工具为代码仓库生成 Wiki 文档的完整工作流。当用户要求生成文档、Wiki、代码分析时使用此规则。"
+alwaysApply: false
+enabled: true
+updatedAt: 2026-06-18T07:02:51.248Z
+provider: 
+---
+
+# CodeWiki Wiki 生成工作流
+
+你是一个代码文档生成专家。你将使用 CodeWiki MCP 工具为代码仓库生成全面的 Wiki 文档。
+整个过程不需要配置任何 LLM API，你用自己的推理能力 + CodeWiki 提供的工具链来完成全部工作。
+
+## 工作流程
+
+严格按以下 5 个阶段顺序执行：
+
+### 阶段 1：分析代码仓库
+
+调用 `analyze_repo` 工具，传入仓库路径：
+
+```json
+{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
+```
+
+你会得到：
+- `session_id`：后续所有工具调用都需要带上这个 ID
+- `component_index`：所有代码组件（类、函数、接口等）的索引
+- `leaf_nodes`：依赖图中的叶节点组件 ID 列表
+- `languages`：仓库包含的编程语言
+
+**重要**：记住 `session_id`，后续每一步都需要它。
+
+### 阶段 2：模块聚类
+
+你的任务是将组件分组为逻辑模块。这是整个流程中最需要理解力的步骤。
+
+**步骤 2.1**：获取聚类规则提示词：
+
+```json
+{ "prompt_type": "cluster" }
+```
+
+**步骤 2.2**：如果组件较多（超过 50 个），用 `read_code_components` 分批阅读叶节点的源码，理解每个组件的功能和依赖关系。
+
+**步骤 2.3**：根据以下原则分组：
+- 功能内聚：关系紧密的组件放在同一个模块
+- 文件归属：同一文件或目录下的相关组件倾向同一模块
+- 模块数量：通常 3-8 个顶层模块，每个模块 5-30 个组件
+- 组件 ID 必须原样保留（含 `::` 前缀）
+
+**步骤 2.4**：保存模块树：
+
+```json
+{
+  "session_id": "<session_id>",
+  "module_tree": {
+    "模块名1": {
+      "components": ["file.py::ClassA", "file.py::func_b"],
+      "children": {}
+    },
+    "模块名2": {
+      "components": ["other.py::ClassX"],
+      "children": {}
+    }
+  }
+}
+```
+
+返回结果中会包含 `processing_order`，告诉你应该按什么顺序生成文档（叶模块优先）。
+
+### 阶段 3：逐模块生成文档
+
+按 `processing_order` 中的顺序处理每个模块，**先处理叶模块（is_leaf=true），再处理父模块**。
+
+**对于每个叶模块**：
+
+1. 获取系统提示词：
+```json
+{ "prompt_type": "system_leaf", "variables": { "module_name": "<模块名>" } }
+```
+
+2. 读取该模块所有组件的源码：
+```json
+{ "session_id": "<session_id>", "component_ids": ["<组件ID列表>"] }
+```
+
+3. 如果需要了解更多依赖组件的代码，可以用 `view_repo_file` 读取相关文件。
+
+4. 根据源码分析，撰写该模块的文档。文档应包含：
+   - 模块简介和核心功能
+   - 架构概览（用 Mermaid 图表展示组件关系）
+   - 每个核心组件的职责说明
+   - 与其他模块的关联（用 `[模块名](模块名.md)` 交叉引用）
+
+5. 写入文档文件：
+```json
+{
+  "session_id": "<session_id>",
+  "filename": "<模块名>.md",
+  "content": "<你生成的 Markdown 文档内容>"
+}
+```
+
+如果 Mermaid 校验报错，修正图表语法后用 `edit_doc_file` 修改。
+
+**对于每个父模块**（如果有的话）：
+
+1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件内容
+2. 获取总览提示词：
+```json
+{ "prompt_type": "overview_module", "variables": { "module_name": "<模块名>" } }
+```
+3. 综合子模块文档，生成父模块总览
+4. 用 `write_doc_file` 写入文档
+
+### 阶段 4：生成仓库总览
+
+所有模块文档完成后，生成最终的仓库总览：
+
+1. 获取总览提示词：
+```json
+{ "prompt_type": "overview_repo", "variables": { "repo_name": "<仓库名>" } }
+```
+
+2. 用 `view_repo_file` 阅读所有已生成的模块文档
+3. 撰写仓库级总览，包含：
+   - 项目简介
+   - 端到端架构图（Mermaid）
+   - 各模块文档的引用链接
+4. 保存为 `overview.md`：
+```json
+{
+  "session_id": "<session_id>",
+  "filename": "overview.md",
+  "content": "<总览内容>"
+}
+```
+
+### 阶段 5：清理
+
+```json
+{ "session_id": "<session_id>" }
+```
+调用 `close_session` 释放内存。
+
+## 文档质量标准
+
+- **语言**：使用中文撰写文档（除非用户指定英文）
+- **Mermaid 图表**：每个模块至少包含 1 个架构图，展示组件间关系。图表类型优先使用 `graph TD`（自上而下）或 `graph LR`（从左到右）
+- **交叉引用**：引用其他模块时用 `[模块名](模块名.md)` 格式
+- **代码示例**：对于关键函数/类，展示签名和简要用法
+- **长度**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
+
+## Mermaid 语法注意事项
+
+```mermaid
+graph TD
+    A[组件A] --> B[组件B]
+    A --> C[组件C]
+    B --> D[组件D]
+```
+
+- 节点 ID 不要用特殊字符（避免中文、空格、冒号）
+- 节点标签用方括号包裹：`A[显示文本]`
+- 子图语法：`subgraph 标题 ... end`
+- 不要用 `click`、`linkStyle` 等交互语法
+
+## 可用工具速查
+
+| 工具 | 用途 | 是否需要 LLM |
+|------|------|:---:|
+| `analyze_repo` | 分析仓库，构建依赖图 | 否 |
+| `read_code_components` | 读取指定组件的源码 | 否 |
+| `view_repo_file` | 只读浏览仓库中的文件 | 否 |
+| `write_doc_file` | 创建文档文件（含 Mermaid 校验） | 否 |
+| `edit_doc_file` | 编辑文档（替换/插入/撤销） | 否 |
+| `save_module_tree` | 保存模块聚类结果 | 否 |
+| `get_processing_order` | 获取叶优先的处理顺序 | 否 |
+| `get_prompt` | 获取各阶段的提示词模板 | 否 |
+| `close_session` | 关闭会话释放资源 | 否 |
\ No newline at end of file
diff --git a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
new file mode 100644
index 00000000..04f0ac2d
--- /dev/null
+++ b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
@@ -0,0 +1,143 @@
+---
+name: codewiki-wiki-generator
+description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
+version: 1.0.0
+---
+
+# CodeWiki 文档生成器
+
+你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 9 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+
+## 前置条件
+
+开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 9 个工具：`analyze_repo`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+
+如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
+
+```bash
+git clone https://github.com/mambo-wang/CodeWiki-CN.git
+cd CodeWiki-CN && pip install -e .
+```
+
+然后在 MCP 配置中添加：
+
+```json
+{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki-CN"}}}
+```
+
+## 五阶段工作流程
+
+严格按以下顺序执行。阶段 1 之后的所有工具调用都需要 `analyze_repo` 返回的 `session_id`。
+
+### 阶段 1：分析仓库
+
+调用 `analyze_repo`：
+
+```json
+{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
+```
+
+返回内容：`session_id`、`component_index`（组件列表，含 id/type/file/depends_on）、`leaf_nodes`、`languages`。
+
+**牢记 `session_id`**——后续每一步都需要它。
+
+### 阶段 2：模块聚类
+
+这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
+
+1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
+2. **阅读源码**（组件超过 50 个时）：分批调用 `read_code_components`，每批 15-20 个叶节点 ID，理解各组件的功能和关联
+3. **按以下原则分组**：
+   - 功能内聚：关系紧密的组件放入同一模块
+   - 文件归属：同一文件/目录下的组件倾向归入同一模块
+   - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
+   - 组件 ID 必须原样保留（含 `::` 前缀）
+4. **保存模块树**：调用 `save_module_tree`：
+
+```json
+{
+  "session_id": "<session_id>",
+  "module_tree": {
+    "模块名": {
+      "components": ["file.py::ClassA", "file.py::func_b"],
+      "children": {}
+    }
+  }
+}
+```
+
+返回结果中包含 `processing_order`——叶优先的文档生成顺序。
+
+### 阶段 3：逐模块生成文档
+
+按 `processing_order` 的顺序处理各模块。**先处理叶模块**，再处理父模块。
+
+**每个叶模块**（is_leaf=true）：
+
+1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
+2. 读取源码：`read_code_components` → 该模块所有组件 ID
+3. 如需更多上下文，用 `view_repo_file` 补充读取
+4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
+5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
+
+如果 Mermaid 校验失败，修正语法后用 `edit_doc_file`（`command: "str_replace"`）修改。
+
+**每个父模块**（is_leaf=false）：
+
+1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件
+2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
+3. 综合子模块文档，生成父模块总览
+4. 用 `write_doc_file` 保存
+
+### 阶段 4：生成仓库总览
+
+1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
+2. 用 `view_repo_file` 读取所有已生成的模块文档
+3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
+4. 保存：`write_doc_file` → `filename: "overview.md"`
+
+### 阶段 5：清理
+
+调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
+
+## 工具速查表
+
+| 工具 | 用途 |
+|------|------|
+| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引 |
+| `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
+| `view_repo_file` | 只读浏览仓库文件/目录 |
+| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
+| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` |
+| `save_module_tree` | 保存模块聚类结果 |
+| `get_processing_order` | 获取叶优先的处理顺序 |
+| `get_prompt` | 获取提示词模板：`cluster`、`system_leaf`、`system_complex`、`user`、`overview_module`、`overview_repo` |
+| `close_session` | 关闭会话释放资源（2 小时自动过期） |
+
+## 文档质量标准
+
+- **语言**：默认中文撰写（除非用户指定其他语言）
+- **Mermaid 图表**：每个模块至少 1 个架构图，优先使用 `graph TD` 或 `graph LR`
+- **交叉引用**：引用其他模块时使用 `[模块名](模块名.md)` 格式
+- **代码示例**：关键函数/类展示签名和简要用法
+- **篇幅**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
+
+## Mermaid 语法规范
+
+```mermaid
+graph TD
+    A[组件A] --> B[组件B]
+    A --> C[组件C]
+```
+
+- 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
+- 节点标签用方括号包裹：`A[显示文本]`
+- 子图语法：`subgraph 标题 ... end`
+- 禁止使用 `click`、`linkStyle` 等交互语法
+
+## 错误处理
+
+- **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
+- **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
+- **大型仓库（>10 万行）**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围
+- **组件 ID 格式**：始终使用 `component_index` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符

From 77482c6f3f824bd79f9c5c3a3e71aa756d8d3f1d Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Fri, 19 Jun 2026 13:24:34 +0800
Subject: [PATCH 08/26] feat: add incremental update support to MCP
 analyze_repo

- Add _detect_changes() with git diff + mtime dual-strategy detection
- Add _find_affected_modules() to map changed files to affected modules
- analyze_repo now returns a 'changes' field with affected/cascade modules
- Decouple codewiki/__init__.py from CLI imports for lightweight MCP startup
- Update skill and IDE_DRIVEN_GUIDE.md with incremental update docs
---
 .../skills/codewiki-wiki-generator/SKILL.md   |  31 +++
 IDE_DRIVEN_GUIDE.md                           |  85 +++++++
 codewiki/__init__.py                          |   7 +-
 codewiki/mcp/server.py                        |   6 +-
 codewiki/mcp/tools/analysis.py                | 214 +++++++++++++++++-
 5 files changed, 337 insertions(+), 6 deletions(-)

diff --git a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
index 04f0ac2d..4a8ac2ff 100644
--- a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
+++ b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
@@ -100,6 +100,37 @@ cd CodeWiki-CN && pip install -e .
 
 调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
 
+## 增量更新模式
+
+当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段：
+
+```json
+{
+  "changes": {
+    "has_previous": true,
+    "no_changes": false,
+    "method": "git",
+    "changed_files": ["auth.py", "utils.py::hash_password"],
+    "affected_modules": ["认证模块"],
+    "cascade_modules": ["核心系统", "overview"]
+  }
+}
+```
+
+**变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
+
+**增量更新流程**：
+
+1. 调用 `analyze_repo`，检查 `changes` 字段
+2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
+3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
+   - 用 `read_code_components` 读取变更组件的新源码
+   - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
+4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
+5. 最后更新 `overview.md`
+
+增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。相比全量生成，增量更新通常只需处理 1-3 个模块。
+
 ## 工具速查表
 
 | 工具 | 用途 |
diff --git a/IDE_DRIVEN_GUIDE.md b/IDE_DRIVEN_GUIDE.md
index febdfcee..d630f631 100644
--- a/IDE_DRIVEN_GUIDE.md
+++ b/IDE_DRIVEN_GUIDE.md
@@ -197,6 +197,85 @@ python -c "from codewiki.mcp.server import server; print('MCP Server OK')"
 
 ---
 
+## 增量更新
+
+### 原版 `--update` 的问题
+
+原始 CodeWiki CLI 提供了 `codewiki generate --update` 增量更新命令，但存在一个 bug：CLI 适配器创建 `DocumentationGenerator` 时未传入 `commit_id`，导致 `metadata.json` 中 `commit_id` 始终为 `null`。`_detect_changed_files()` 读到 `null` 后直接退化为全量生成。只有 Web 模式（`background_worker.py`）才正确写入了 `commit_id`，所以 CLI 下的 `--update` 实际上**永远等同于全量生成**。
+
+### MCP 增量更新方案
+
+我们在 `analyze_repo` 工具中重新实现了增量检测，并将其升级为双策略模式：
+
+```
+第一次调用 analyze_repo：
+  → 生成全量文档（changes 字段为 null）
+
+代码变更后再次调用 analyze_repo：
+  → 自动检测变更，返回 changes 字段
+  → AI Agent 只更新受影响的模块文档
+```
+
+**变更检测策略**（按优先级）：
+
+1. **Git 策略**：读取 `metadata.json` 中的 `commit_id`，与当前 HEAD 做 `git diff`，同时检查 `git status` 捕获未提交的变更
+2. **Mtime 策略**（非 git 仓库回退）：对比源文件修改时间与 `metadata.json` 中的 `timestamp`
+
+**返回结构**：
+
+```json
+{
+  "changes": {
+    "has_previous": true,
+    "no_changes": false,
+    "method": "git",
+    "changed_files": ["auth.py"],
+    "affected_modules": ["认证模块"],
+    "cascade_modules": ["核心系统", "overview"]
+  }
+}
+```
+
+- `affected_modules`：直接受影响的模块，需要更新文档
+- `cascade_modules`：间接受影响的父模块（子文档变了，总览也要刷新）和 `overview`
+
+### Agent 增量更新流程
+
+当 `analyze_repo` 返回 `changes` 且 `no_changes: false` 时，Agent 执行：
+
+```
+1. 只处理 affected_modules 中的模块：
+   ├── read_code_components → 读取变更组件源码
+   └── edit_doc_file(str_replace) → 局部修改文档（而非整篇重写）
+
+2. 处理 cascade_modules 中的父模块：
+   ├── view_repo_file → 读取已更新的子文档
+   └── edit_doc_file → 刷新总览部分
+
+3. 最后更新 overview.md
+```
+
+相比全量生成的 5 阶段流程，增量更新通常只需处理 1-3 个模块，耗时大幅缩短。
+
+### 实现细节
+
+核心代码在 `codewiki/mcp/tools/analysis.py`，新增 4 个函数（约 170 行）：
+
+| 函数 | 职责 |
+|------|------|
+| `_detect_changes()` | 主入口，协调 git/mtime 策略，调用模块映射 |
+| `_detect_via_git()` | Git 检测：commit diff + uncommitted changes |
+| `_detect_via_mtime()` | Mtime 回退：扫描源文件修改时间 |
+| `_find_affected_modules()` | 子串匹配变更文件 → 模块映射（复用原版逻辑） |
+
+`handle_analyze_repo()` 在构建完组件索引后调用 `_detect_changes()`，将结果附加到返回 JSON 的 `changes` 字段中。首次运行（无旧文档）时 `changes` 为 `null`，行为和之前完全一致。
+
+### 同时修复的架构问题
+
+改造过程中发现 `codewiki/__init__.py` 无条件 `import` 了 CLI 模块，导致启动 MCP Server 也必须安装 `keyring`、`click` 等 CLI 专属依赖。已将该 import 移除，MCP Server 现在可以轻量启动。CLI 入口（`__main__.py` 和 `pyproject.toml` 的 `codewiki = "codewiki.cli.main:cli"`）均直接从 `codewiki.cli.main` 导入，不受影响。
+
+---
+
 ## 输出结构
 
 生成的文档结构与原始 CodeWiki 一致：
@@ -249,3 +328,9 @@ A: 在对话中明确指定："Please generate the Wiki documentation in English
 
 **Q: 会话超时了怎么办？**
 A: 会话默认 2 小时超时。超时后重新调用 `analyze_repo` 即可创建新会话。
+
+**Q: 代码改了之后如何增量更新文档？**
+A: 直接对 AI Agent 说"更新 Wiki 文档"。Agent 调用 `analyze_repo` 时会自动检测变更，返回的 `changes` 字段会指出哪些模块受影响。Agent 只更新受影响的模块文档，而非全部重新生成。支持 git 仓库和非 git 仓库两种检测方式。
+
+**Q: 增量更新的粒度是什么？**
+A: 模块级。一个模块内任一组件的源文件变更，该模块的整篇文档会被标记为需要更新。同时其父模块的总览也会被标记（级联更新）。`overview.md` 在任何变更时都会刷新。
diff --git a/codewiki/__init__.py b/codewiki/__init__.py
index 77f63b9a..e078a354 100644
--- a/codewiki/__init__.py
+++ b/codewiki/__init__.py
@@ -1,14 +1,13 @@
 """
 CodeWiki: Transform codebases into comprehensive documentation using AI-powered analysis.
 
-This package provides a CLI tool for generating documentation from code repositories.
+This package provides a CLI tool for generating documentation from code repositories,
+and an MCP server for IDE-driven documentation generation.
 """
 
 __version__ = "1.0.1"
 __author__ = "CodeWiki Contributors"
 __license__ = "MIT"
 
-from codewiki.cli.main import cli
-
-__all__ = ["cli", "__version__"]
+__all__ = ["__version__"]
 
diff --git a/codewiki/mcp/server.py b/codewiki/mcp/server.py
index 20d6abb3..cc7c6ac4 100644
--- a/codewiki/mcp/server.py
+++ b/codewiki/mcp/server.py
@@ -72,7 +72,11 @@ def _fine_grained_tools() -> list[Tool]:
                 "using Tree-sitter AST parsing. Returns a component index and leaf nodes. "
                 "No LLM required. This is the entry point for the wiki generation pipeline. "
                 "After calling this, use get_prompt('cluster') to learn clustering rules, "
-                "then save_module_tree to persist your grouping."
+                "then save_module_tree to persist your grouping. "
+                "INCREMENTAL UPDATE: If docs already exist in output_dir (metadata.json + "
+                "module_tree.json), the response includes a 'changes' field showing which "
+                "files changed and which modules need updating. Use this to do targeted "
+                "edits instead of regenerating everything."
             ),
             inputSchema={
                 "type": "object",
diff --git a/codewiki/mcp/tools/analysis.py b/codewiki/mcp/tools/analysis.py
index 41c8db90..4e29b516 100644
--- a/codewiki/mcp/tools/analysis.py
+++ b/codewiki/mcp/tools/analysis.py
@@ -11,8 +11,9 @@
 import json
 import logging
 import os
+import time
 from pathlib import Path
-from typing import Any, Dict, List, Tuple
+from typing import Any, Dict, List, Optional, Tuple
 
 from codewiki.mcp.session import SessionState, SessionStore
 
@@ -36,6 +37,207 @@ def _build_component_index(components: Dict[str, Any], max_items: int = 500) ->
     return index, len(components) > max_items
 
 
+# ---------------------------------------------------------------------------
+#  Incremental update: detect changes since last generation
+# ---------------------------------------------------------------------------
+
+def _detect_changes(
+    repo_path: Path,
+    output_dir: Path,
+) -> Optional[Dict[str, Any]]:
+    """Detect changes since last documentation generation.
+
+    Returns a changes dict with affected modules, or None if no previous
+    generation exists (first run).
+
+    Detection strategy:
+      1. Git-based: compare stored commit_id with current HEAD, plus check
+         uncommitted changes via ``git status``.
+      2. Fallback: compare file mtime with stored ``timestamp`` in metadata.
+    """
+    metadata_path = output_dir / "metadata.json"
+    module_tree_path = output_dir / "module_tree.json"
+
+    if not metadata_path.exists() or not module_tree_path.exists():
+        return None
+
+    try:
+        metadata = json.loads(metadata_path.read_text())
+        module_tree = json.loads(module_tree_path.read_text())
+    except (json.JSONDecodeError, OSError):
+        return None
+
+    # Try git-based detection first
+    changes = _detect_via_git(repo_path, metadata)
+
+    # Fallback to mtime-based detection
+    if changes is None:
+        changes = _detect_via_mtime(repo_path, metadata)
+
+    if changes is None:
+        return None
+
+    changed_files = changes["changed_files"]
+    if not changed_files:
+        return {
+            "has_previous": True,
+            "no_changes": True,
+            "method": changes.get("method", "unknown"),
+            "message": "No changes detected since last generation. Documentation is up to date.",
+        }
+
+    affected, cascade = _find_affected_modules(module_tree, changed_files)
+
+    return {
+        "has_previous": True,
+        "no_changes": False,
+        "method": changes.get("method", "unknown"),
+        "changed_files": changed_files[:50],
+        "affected_modules": sorted(affected),
+        "cascade_modules": sorted(cascade),
+        "hint": (
+            f"Only {len(affected)} module(s) need updating: {sorted(affected)}. "
+            f"Parent modules to refresh: {sorted(cascade)}. "
+            "Use edit_doc_file for targeted updates, write_doc_file for new modules."
+        ),
+    }
+
+
+def _detect_via_git(
+    repo_path: Path,
+    metadata: Dict[str, Any],
+) -> Optional[Dict[str, Any]]:
+    """Detect changes via git. Returns None if not in a git repo.
+
+    Checks both committed changes (diff against stored commit_id) and
+    uncommitted changes (``git status``).
+    """
+    try:
+        import git
+        repo = git.Repo(repo_path, search_parent_directories=True)
+    except Exception:
+        return None
+
+    prev_commit = metadata.get("generation_info", {}).get("commit_id")
+    try:
+        current_commit = repo.head.commit.hexsha
+    except Exception:
+        return None
+
+    changed: list[str] = []
+    method = "git"
+
+    # 1) Committed changes since last generation
+    if prev_commit and prev_commit != current_commit:
+        try:
+            diff_index = repo.commit(prev_commit).diff(current_commit)
+            seen: set[str] = set()
+            for diff in diff_index:
+                if diff.a_path and diff.a_path not in seen:
+                    changed.append(diff.a_path)
+                    seen.add(diff.a_path)
+                if diff.b_path and diff.b_path not in seen:
+                    changed.append(diff.b_path)
+                    seen.add(diff.b_path)
+        except Exception:
+            pass
+
+    # 2) Uncommitted changes (user may have edited but not committed)
+    try:
+        for item in repo.untracked_files:
+            if item not in changed:
+                changed.append(item)
+        for file_path in [d.a_path for d in repo.index.diff(None)]:
+            if file_path and file_path not in changed:
+                changed.append(file_path)
+    except Exception:
+        pass
+
+    return {"changed_files": changed, "method": method}
+
+
+def _detect_via_mtime(
+    repo_path: Path,
+    metadata: Dict[str, Any],
+) -> Optional[Dict[str, Any]]:
+    """Fallback: detect changed files by comparing mtime with generation timestamp."""
+    timestamp_str = metadata.get("generation_info", {}).get("timestamp")
+    if not timestamp_str:
+        return None
+
+    try:
+        from datetime import datetime
+        prev_time = datetime.fromisoformat(timestamp_str).timestamp()
+    except (ValueError, TypeError):
+        return None
+
+    # Language extensions recognized by CodeWiki
+    source_extensions = {
+        ".py", ".java", ".js", ".jsx", ".ts", ".tsx",
+        ".c", ".h", ".cpp", ".hpp", ".cc", ".hh",
+        ".cs", ".kt", ".kts",
+    }
+
+    changed: list[str] = []
+    for dirpath, dirnames, filenames in os.walk(repo_path):
+        # Skip hidden dirs and common non-source dirs
+        dirnames[:] = [
+            d for d in dirnames
+            if not d.startswith(".") and d not in ("node_modules", "__pycache__", "venv", ".venv")
+        ]
+        for filename in filenames:
+            filepath = Path(dirpath) / filename
+            if filepath.suffix.lower() not in source_extensions:
+                continue
+            try:
+                if filepath.stat().st_mtime > prev_time:
+                    rel_path = str(filepath.relative_to(repo_path))
+                    changed.append(rel_path)
+            except OSError:
+                continue
+
+    return {"changed_files": changed, "method": "mtime"}
+
+
+def _find_affected_modules(
+    module_tree: Dict[str, Any],
+    changed_files: List[str],
+) -> Tuple[set, set]:
+    """Map changed files to affected modules using module_tree.json.
+
+    Uses substring matching (same as the CLI ``_invalidate_affected_modules``).
+    Returns (affected_modules, cascade_parent_modules).
+    """
+    affected: set[str] = set()
+    cascade: set[str] = set()
+
+    def _walk(tree: Dict, parents: list[str] | None = None):
+        if parents is None:
+            parents = []
+        for mod_name, mod_info in tree.items():
+            components = mod_info.get("components", [])
+            hit = False
+            for comp in components:
+                if any(cf in comp or comp in cf for cf in changed_files):
+                    hit = True
+                    break
+            if hit:
+                affected.add(mod_name)
+                cascade.update(parents)
+
+            children = mod_info.get("children", {})
+            if isinstance(children, dict) and children:
+                _walk(children, parents + [mod_name])
+
+    _walk(module_tree)
+
+    # overview.md depends on all child docs, always refresh if anything changed
+    if affected:
+        cascade.add("overview")
+
+    return affected, cascade
+
+
 def handle_analyze_repo(
     arguments: Dict[str, Any],
     store: SessionStore,
@@ -92,6 +294,9 @@ def handle_analyze_repo(
         lang = getattr(node, "language", "unknown")
         languages[lang] = languages.get(lang, 0) + 1
 
+    # Incremental update: detect changes since last generation
+    changes = _detect_changes(repo_path, output_dir)
+
     result = {
         "session_id": session.session_id,
         "repo_name": repo_path.name,
@@ -103,10 +308,17 @@ def handle_analyze_repo(
         "leaf_nodes": leaf_nodes[:100],
         "component_index": index,
         "component_index_truncated": truncated,
+        "changes": changes,
         "hint": (
             "Use read_code_components(session_id, component_ids) to read source code. "
             "Use save_module_tree(session_id, module_tree) after clustering. "
             "Call get_prompt('cluster') for clustering rules."
         ),
     }
+    if changes and not changes.get("no_changes"):
+        result["hint"] = (
+            "Incremental update detected. Only update affected modules listed in "
+            "'changes.affected_modules'. Use edit_doc_file for targeted updates. "
+            "Refresh cascade parent modules in 'changes.cascade_modules'."
+        )
     return json.dumps(result, indent=2, ensure_ascii=False)

From e95fd14c6f53ac19da6b7cda0e6fbddb74911dad Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Fri, 19 Jun 2026 16:13:54 +0800
Subject: [PATCH 09/26] fix: pass commit_id to metadata.json in CLI mode for
 --update support

Previously, CLIDocumentationGenerator never received or forwarded the
git commit SHA, so metadata.json always had commit_id: null. This made
--update fall back to full regeneration every time. Now the commit hash
is obtained before generator creation and threaded through to the
backend DocumentationGenerator, matching the behavior already present
in Web mode (background_worker.py).
---
 codewiki/cli/adapters/doc_generator.py | 7 +++++--
 codewiki/cli/commands/generate.py      | 6 ++++--
 2 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/codewiki/cli/adapters/doc_generator.py b/codewiki/cli/adapters/doc_generator.py
index 61b1c1b7..cbda31ca 100644
--- a/codewiki/cli/adapters/doc_generator.py
+++ b/codewiki/cli/adapters/doc_generator.py
@@ -37,7 +37,8 @@ def __init__(
         output_dir: Path,
         config: Dict[str, Any],
         verbose: bool = False,
-        generate_html: bool = False
+        generate_html: bool = False,
+        commit_id: str = None,
     ):
         """
         Initialize the CLI documentation generator.
@@ -48,12 +49,14 @@ def __init__(
             config: LLM configuration
             verbose: Enable verbose output
             generate_html: Whether to generate HTML viewer
+            commit_id: Git commit SHA for incremental update tracking
         """
         self.repo_path = repo_path
         self.output_dir = output_dir
         self.config = config
         self.verbose = verbose
         self.generate_html = generate_html
+        self.commit_id = commit_id
         self.progress_tracker = ProgressTracker(total_stages=5, verbose=verbose)
         self.job = DocumentationJob()
         
@@ -178,7 +181,7 @@ async def _run_backend_generation(self, backend_config: BackendConfig):
             self.progress_tracker.update_stage(0.2, "Initializing dependency analyzer...")
         
         # Create documentation generator
-        doc_generator = DocumentationGenerator(backend_config)
+        doc_generator = DocumentationGenerator(backend_config, commit_id=self.commit_id)
         
         if self.verbose:
             self.progress_tracker.update_stage(0.5, "Parsing source files...")
diff --git a/codewiki/cli/commands/generate.py b/codewiki/cli/commands/generate.py
index 1c370cb8..d8c9afe8 100644
--- a/codewiki/cli/commands/generate.py
+++ b/codewiki/cli/commands/generate.py
@@ -525,6 +525,8 @@ def generate_command(
             agent_instructions_dict = config.agent_instructions.to_dict()
         
         # Create generator
+        # Get commit_id early so it can be stored in metadata.json for --update support
+        commit_id = get_git_commit_hash(repo_path)
         generator = CLIDocumentationGenerator(
             repo_path=repo_path,
             output_dir=output_dir,
@@ -545,7 +547,8 @@ def generate_command(
                 'max_depth': max_depth if max_depth is not None else config.max_depth,
             },
             verbose=verbose,
-            generate_html=github_pages
+            generate_html=github_pages,
+            commit_id=commit_id,
         )
         
         # Run generation
@@ -556,7 +559,6 @@ def generate_command(
         
         # Get repository info
         repo_url = None
-        commit_hash = get_git_commit_hash(repo_path)
         current_branch = get_git_branch(repo_path)
         
         if is_git_repository(repo_path):

From 623f681f3e6544c49f1cdb06532282fc51ef8e9e Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Fri, 19 Jun 2026 16:14:02 +0800
Subject: [PATCH 10/26] assets: add project logo and banner, display banner in
 README

Square logo for GitHub repo avatar and wide banner for README header.
Design follows the blue-purple-green gradient palette from the
original CodeWiki framework diagram, with a red CN badge for branding.
---
 README.md           |   4 ++++
 img/logo-banner.png | Bin 0 -> 1935675 bytes
 img/logo.png        | Bin 0 -> 906429 bytes
 3 files changed, 4 insertions(+)
 create mode 100644 img/logo-banner.png
 create mode 100644 img/logo.png

diff --git a/README.md b/README.md
index b46cff29..5207d53d 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,7 @@
+<p align="center">
+  <img src="img/logo-banner.png" alt="CodeWiki-CN" width="700" />
+</p>
+
 <h1 align="center">CodeWiki-CN</h1>
 
 <p align="center">
diff --git a/img/logo-banner.png b/img/logo-banner.png
new file mode 100644
index 0000000000000000000000000000000000000000..2cad23fdc13b97b3e523bd2f631529c03aead794
GIT binary patch
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From 03a514f2dab552666eb5f42d6489d38c1c2d8049 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Fri, 19 Jun 2026 18:13:12 +0800
Subject: [PATCH 11/26] assets: remove white background from logos, use
 transparent PNG

Square logo corners and banner surrounding area are now transparent
instead of white/light-gray, suitable for any background color.
---
 img/logo-banner.png | Bin 1935675 -> 1983193 bytes
 img/logo.png        | Bin 906429 -> 866639 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/img/logo-banner.png b/img/logo-banner.png
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From 7fbd559ac3b31f2434e74762bdc6c0ec1601816d Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Fri, 19 Jun 2026 18:45:21 +0800
Subject: [PATCH 12/26] assets: fill banner rounded corners with dark gradient
 background

Remove transparent padding around the rounded rectangle by filling
corners with a matching dark navy gradient, making the banner a
solid rectangle.
---
 img/logo-banner.png | Bin 1983193 -> 1982098 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/img/logo-banner.png b/img/logo-banner.png
index a97a5972df0c6d0a3a18df9f7fad5490a389a55a..3352cd4e048bd5a8fb3207b039c1a1b5d12bb6c7 100644
GIT binary patch
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From 91ab20dfa56a37ba48a78dccc1a3e3b9a4574b3f Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Sat, 20 Jun 2026 09:13:07 +0800
Subject: [PATCH 13/26] =?UTF-8?q?=E6=9B=B4=E6=96=B0logo?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 img/logo-banner.png | Bin 1982098 -> 206062 bytes
 img/logo.png        | Bin 866639 -> 0 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 img/logo.png

diff --git a/img/logo-banner.png b/img/logo-banner.png
index 3352cd4e048bd5a8fb3207b039c1a1b5d12bb6c7..700f3b8b80f6352165aa5d24284fc80167d7d5d5 100644
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From 7a698cf8f7b1920197adcdadf4b80658afc21d20 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Thu, 18 Jun 2026 15:19:01 +0800
Subject: [PATCH 14/26] =?UTF-8?q?AI=20IDE=E9=A9=B1=E5=8A=A8?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 codewiki/mcp/server.py              | 497 +++++++++++++++++++++-------
 codewiki/mcp/session.py             |  92 +++++
 codewiki/mcp/tools/__init__.py      |   6 +
 codewiki/mcp/tools/analysis.py      | 112 +++++++
 codewiki/mcp/tools/code_reader.py   | 107 ++++++
 codewiki/mcp/tools/doc_writer.py    | 167 ++++++++++
 codewiki/mcp/tools/module_tree.py   | 133 ++++++++
 codewiki/mcp/tools/prompt_server.py | 176 ++++++++++
 8 files changed, 1170 insertions(+), 120 deletions(-)
 create mode 100644 codewiki/mcp/session.py
 create mode 100644 codewiki/mcp/tools/__init__.py
 create mode 100644 codewiki/mcp/tools/analysis.py
 create mode 100644 codewiki/mcp/tools/code_reader.py
 create mode 100644 codewiki/mcp/tools/doc_writer.py
 create mode 100644 codewiki/mcp/tools/module_tree.py
 create mode 100644 codewiki/mcp/tools/prompt_server.py

diff --git a/codewiki/mcp/server.py b/codewiki/mcp/server.py
index d54539ea..20d6abb3 100644
--- a/codewiki/mcp/server.py
+++ b/codewiki/mcp/server.py
@@ -1,16 +1,27 @@
 """
 CodeWiki MCP Server.
 
-Exposes documentation generation as MCP tools:
-  - generate_docs: Generate full documentation for a repository
-  - analyze_repo: Analyze repository structure and dependencies
-  - get_module_tree: Get the module clustering for a repository
+Provides two sets of tools:
+
+**Fine-grained tools (IDE-driven, zero LLM config):**
+  - ``analyze_repo``      — Parse a repo and build a dependency graph (session-based)
+  - ``read_code_components`` — Read source code for given component IDs
+  - ``view_repo_file``    — Read-only file/directory browsing
+  - ``write_doc_file``    — Create a documentation .md file with Mermaid validation
+  - ``edit_doc_file``     — Edit a documentation file (str_replace / insert / undo)
+  - ``save_module_tree``  — Persist IDE agent's module clustering
+  - ``get_processing_order`` — Get leaf-first documentation order
+  - ``get_prompt``        — Retrieve CodeWiki's prompt templates
+  - ``close_session``     — Clean up a session
+
+**Legacy tools (require CodeWiki LLM config):**
+  - ``generate_docs``     — Full documentation generation (black-box)
+  - ``get_module_tree``   — Retrieve existing module clustering
 
 Usage:
-    # Run as standalone MCP server (stdio transport)
     python -m codewiki.mcp.server
 
-    # Or register in your MCP client config:
+    # Cursor / Claude Desktop config:
     {
         "mcpServers": {
             "codewiki": {
@@ -30,54 +41,49 @@
 
 from mcp.server import Server
 from mcp.server.stdio import stdio_server
-from mcp.types import (
-    TextContent,
-    Tool,
-)
+from mcp.types import TextContent, Tool
+
+from codewiki.mcp.session import SessionStore
 
 logger = logging.getLogger(__name__)
 
-# Create the MCP server
+# ---------------------------------------------------------------------------
+# Global session store (lives for the lifetime of the MCP server process)
+# ---------------------------------------------------------------------------
+_store = SessionStore()
+
+# ---------------------------------------------------------------------------
+# MCP Server instance
+# ---------------------------------------------------------------------------
 server = Server("codewiki")
 
 
-def _load_config():
-    """Load CodeWiki configuration from ~/.codewiki/config.json + keyring."""
-    from codewiki.cli.config_manager import ConfigManager
-    manager = ConfigManager()
-    if not manager.load():
-        raise RuntimeError(
-            "CodeWiki not configured. Run 'codewiki config set' first."
-        )
-    return manager
-
+# ===================================================================
+#  Tool definitions
+# ===================================================================
 
-@server.list_tools()
-async def list_tools() -> list[Tool]:
-    """List available CodeWiki MCP tools."""
+def _fine_grained_tools() -> list[Tool]:
+    """Return the zero-config, IDE-driven tool set."""
     return [
         Tool(
-            name="generate_docs",
+            name="analyze_repo",
             description=(
-                "Generate comprehensive AI-powered documentation for a code repository. "
-                "Analyzes dependencies, clusters modules, and generates markdown documentation."
+                "Analyze a code repository's structure, dependencies, and components "
+                "using Tree-sitter AST parsing. Returns a component index and leaf nodes. "
+                "No LLM required. This is the entry point for the wiki generation pipeline. "
+                "After calling this, use get_prompt('cluster') to learn clustering rules, "
+                "then save_module_tree to persist your grouping."
             ),
             inputSchema={
                 "type": "object",
                 "properties": {
                     "repo_path": {
                         "type": "string",
-                        "description": "Absolute path to the repository to document",
+                        "description": "Absolute path to the repository to analyze",
                     },
                     "output_dir": {
                         "type": "string",
-                        "description": "Output directory for generated docs (default: ./docs)",
-                        "default": "docs",
-                    },
-                    "doc_type": {
-                        "type": "string",
-                        "enum": ["api", "architecture", "user-guide", "developer"],
-                        "description": "Type of documentation to generate",
+                        "description": "Output directory for generated docs (default: <repo>/docs)",
                     },
                     "include_patterns": {
                         "type": "string",
@@ -92,18 +98,242 @@ async def list_tools() -> list[Tool]:
             },
         ),
         Tool(
-            name="analyze_repo",
+            name="read_code_components",
+            description=(
+                "Read the source code for a list of component IDs. "
+                "Component IDs have the form 'file_path::ComponentName'. "
+                "Returns the source code with language-aware code fences."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "component_ids": {
+                        "type": "array",
+                        "items": {"type": "string"},
+                        "description": "List of component IDs to read",
+                    },
+                },
+                "required": ["session_id", "component_ids"],
+            },
+        ),
+        Tool(
+            name="view_repo_file",
+            description=(
+                "Read-only view of a file or directory inside the analyzed repository. "
+                "Use this to explore code that isn't in the component index."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "path": {
+                        "type": "string",
+                        "description": "Relative path within the repository",
+                    },
+                    "view_range": {
+                        "type": "array",
+                        "items": {"type": "integer"},
+                        "description": "Optional [start_line, end_line] (1-indexed, -1 for end)",
+                    },
+                },
+                "required": ["session_id", "path"],
+            },
+        ),
+        Tool(
+            name="write_doc_file",
+            description=(
+                "Create a new markdown documentation file in the output directory. "
+                "Automatically validates Mermaid diagrams after writing."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Filename for the doc (e.g., 'auth_module.md')",
+                    },
+                    "content": {
+                        "type": "string",
+                        "description": "Markdown content to write",
+                    },
+                },
+                "required": ["session_id", "filename", "content"],
+            },
+        ),
+        Tool(
+            name="edit_doc_file",
+            description=(
+                "Edit an existing documentation file. Supports str_replace (find-and-replace), "
+                "insert (add text at a line), and undo (revert last edit). "
+                "Automatically validates Mermaid diagrams after editing."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "filename": {
+                        "type": "string",
+                        "description": "Filename of the doc to edit",
+                    },
+                    "command": {
+                        "type": "string",
+                        "enum": ["str_replace", "insert", "undo"],
+                        "description": "Edit command to run",
+                    },
+                    "old_str": {
+                        "type": "string",
+                        "description": "String to find (required for str_replace)",
+                    },
+                    "new_str": {
+                        "type": "string",
+                        "description": "Replacement string (for str_replace/insert)",
+                    },
+                    "insert_line": {
+                        "type": "integer",
+                        "description": "Line number for insert (0-indexed)",
+                    },
+                },
+                "required": ["session_id", "filename", "command"],
+            },
+        ),
+        Tool(
+            name="save_module_tree",
+            description=(
+                "Save the IDE agent's module clustering result. "
+                "Accepts a JSON module tree and persists it to disk. "
+                "Returns the recommended leaf-first processing order."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "module_tree": {
+                        "type": "object",
+                        "description": (
+                            "Module tree dict. Each key is a module name with value "
+                            "{'components': [component_ids], 'children': {nested modules}}"
+                        ),
+                    },
+                },
+                "required": ["session_id", "module_tree"],
+            },
+        ),
+        Tool(
+            name="get_processing_order",
+            description=(
+                "Get the leaf-first processing order for documentation generation. "
+                "Process leaf modules (is_leaf=true) before parent modules."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                },
+                "required": ["session_id"],
+            },
+        ),
+        Tool(
+            name="get_prompt",
             description=(
-                "Analyze a repository's structure, dependencies, and component hierarchy "
-                "without generating full documentation. Returns file counts, languages, "
-                "and dependency information."
+                "Retrieve CodeWiki's prompt templates for each pipeline stage. "
+                "Available types: cluster, system_complex, system_leaf, user, "
+                "overview_module, overview_repo. Optionally pass variables to "
+                "fill in template placeholders."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "prompt_type": {
+                        "type": "string",
+                        "enum": [
+                            "cluster",
+                            "system_complex",
+                            "system_leaf",
+                            "user",
+                            "overview_module",
+                            "overview_repo",
+                        ],
+                        "description": "Which prompt template to retrieve",
+                    },
+                    "variables": {
+                        "type": "object",
+                        "description": "Optional template variables to fill in",
+                    },
+                },
+                "required": ["prompt_type"],
+            },
+        ),
+        Tool(
+            name="close_session",
+            description="Close and clean up an analysis session to free memory.",
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID to close",
+                    },
+                },
+                "required": ["session_id"],
+            },
+        ),
+    ]
+
+
+def _legacy_tools() -> list[Tool]:
+    """Return the legacy tools that require CodeWiki LLM configuration."""
+    return [
+        Tool(
+            name="generate_docs",
+            description=(
+                "[LEGACY — requires 'codewiki config set' first] "
+                "Generate full documentation for a repository in one shot. "
+                "For IDE-driven generation, use the fine-grained tools instead."
             ),
             inputSchema={
                 "type": "object",
                 "properties": {
                     "repo_path": {
                         "type": "string",
-                        "description": "Absolute path to the repository to analyze",
+                        "description": "Absolute path to the repository to document",
+                    },
+                    "output_dir": {
+                        "type": "string",
+                        "description": "Output directory for generated docs (default: ./docs)",
+                        "default": "docs",
+                    },
+                    "doc_type": {
+                        "type": "string",
+                        "enum": ["api", "architecture", "user-guide", "developer"],
+                        "description": "Type of documentation to generate",
+                    },
+                    "include_patterns": {
+                        "type": "string",
+                        "description": "Comma-separated file patterns to include",
+                    },
+                    "exclude_patterns": {
+                        "type": "string",
+                        "description": "Comma-separated patterns to exclude",
                     },
                 },
                 "required": ["repo_path"],
@@ -111,10 +341,7 @@ async def list_tools() -> list[Tool]:
         ),
         Tool(
             name="get_module_tree",
-            description=(
-                "Get the module clustering tree for a repository. "
-                "Shows how source files are grouped into logical modules."
-            ),
+            description="Get the existing module clustering tree for a repository.",
             inputSchema={
                 "type": "object",
                 "properties": {
@@ -134,32 +361,101 @@ async def list_tools() -> list[Tool]:
     ]
 
 
+# ===================================================================
+#  Tool dispatch
+# ===================================================================
+
+@server.list_tools()
+async def list_tools() -> list[Tool]:
+    """List all available CodeWiki MCP tools."""
+    return _fine_grained_tools() + _legacy_tools()
+
+
 @server.call_tool()
 async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:
-    """Handle MCP tool calls."""
+    """Route tool calls to the appropriate handler."""
     try:
-        if name == "generate_docs":
-            return await _handle_generate_docs(arguments)
-        elif name == "analyze_repo":
-            return await _handle_analyze_repo(arguments)
+        # --- Fine-grained tools (no LLM config needed) ---
+        if name == "analyze_repo":
+            from codewiki.mcp.tools.analysis import handle_analyze_repo
+            return [_text(handle_analyze_repo(arguments, _store))]
+
+        elif name == "read_code_components":
+            from codewiki.mcp.tools.code_reader import handle_read_code_components
+            return [_text(handle_read_code_components(arguments, _store))]
+
+        elif name == "view_repo_file":
+            from codewiki.mcp.tools.code_reader import handle_view_repo_file
+            return [_text(handle_view_repo_file(arguments, _store))]
+
+        elif name == "write_doc_file":
+            from codewiki.mcp.tools.doc_writer import handle_write_doc_file
+            result = await handle_write_doc_file(arguments, _store)
+            return [_text(result)]
+
+        elif name == "edit_doc_file":
+            from codewiki.mcp.tools.doc_writer import handle_edit_doc_file
+            result = await handle_edit_doc_file(arguments, _store)
+            return [_text(result)]
+
+        elif name == "save_module_tree":
+            from codewiki.mcp.tools.module_tree import handle_save_module_tree
+            return [_text(handle_save_module_tree(arguments, _store))]
+
+        elif name == "get_processing_order":
+            from codewiki.mcp.tools.module_tree import handle_get_processing_order
+            return [_text(handle_get_processing_order(arguments, _store))]
+
+        elif name == "get_prompt":
+            from codewiki.mcp.tools.prompt_server import handle_get_prompt
+            return [_text(handle_get_prompt(arguments, _store))]
+
+        elif name == "close_session":
+            sid = arguments["session_id"]
+            removed = _store.remove(sid)
+            return [_text(json.dumps({
+                "status": "closed" if removed else "not_found",
+                "session_id": sid,
+            }))]
+
+        # --- Legacy tools (require CodeWiki LLM config) ---
+        elif name == "generate_docs":
+            return await _legacy_generate_docs(arguments)
+
         elif name == "get_module_tree":
-            return await _handle_get_module_tree(arguments)
+            return await _legacy_get_module_tree(arguments)
+
         else:
-            return [TextContent(type="text", text=f"Unknown tool: {name}")]
+            return [_text(json.dumps({"error": f"Unknown tool: {name}"}))]
+
     except Exception as e:
         logger.error("Tool %s failed: %s", name, e, exc_info=True)
-        return [TextContent(type="text", text=f"Error: {e}")]
+        return [_text(json.dumps({"error": str(e)}))]
+
+
+# ===================================================================
+#  Legacy tool handlers (require _load_config)
+# ===================================================================
+
+def _load_config():
+    """Load CodeWiki configuration from ~/.codewiki/config.json + keyring."""
+    from codewiki.cli.config_manager import ConfigManager
+    manager = ConfigManager()
+    if not manager.load():
+        raise RuntimeError(
+            "CodeWiki not configured. Run 'codewiki config set' first."
+        )
+    return manager
 
 
-async def _handle_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
-    """Handle generate_docs tool call."""
+async def _legacy_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
+    """Legacy generate_docs — requires CodeWiki LLM configuration."""
     repo_path = Path(arguments["repo_path"]).expanduser().resolve()
     output_dir = Path(arguments.get("output_dir", "docs")).expanduser().resolve()
 
     if not repo_path.exists():
-        return [TextContent(type="text", text=f"Repository not found: {repo_path}")]
+        return [_text(json.dumps({"error": f"Repository not found: {repo_path}"}))]
 
-    # Load config
     manager = _load_config()
     config = manager.get_config()
     api_key = manager.get_api_key()
@@ -167,9 +463,8 @@ async def _handle_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
     from codewiki.src.be.backend import is_caw_provider
     caw_mode = bool(config) and is_caw_provider(getattr(config, "provider", ""))
     if not api_key and not caw_mode:
-        return [TextContent(type="text", text="API key not configured. Run 'codewiki config set --api-key <key>'")]
+        return [_text(json.dumps({"error": "API key not configured. Run 'codewiki config set --api-key <key>'"}))]
 
-    # Build agent instructions from arguments
     agent_instructions = {}
     if arguments.get("doc_type"):
         agent_instructions["doc_type"] = arguments["doc_type"]
@@ -197,11 +492,8 @@ async def _handle_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
 
     from codewiki.src.be.documentation_generator import DocumentationGenerator
     doc_gen = DocumentationGenerator(backend_config)
-
-    # Run generation
     await doc_gen.run()
 
-    # Collect results
     generated_files = []
     for f in output_dir.iterdir():
         if f.suffix in (".md", ".json", ".html"):
@@ -213,74 +505,23 @@ async def _handle_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:
         "files_generated": sorted(generated_files),
         "file_count": len(generated_files),
     }
-    return [TextContent(type="text", text=json.dumps(result, indent=2))]
+    return [_text(json.dumps(result, indent=2))]
 
 
-async def _handle_analyze_repo(arguments: dict[str, Any]) -> list[TextContent]:
-    """Handle analyze_repo tool call — lightweight dependency analysis only."""
-    repo_path = Path(arguments["repo_path"]).expanduser().resolve()
-
-    if not repo_path.exists():
-        return [TextContent(type="text", text=f"Repository not found: {repo_path}")]
-
-    manager = _load_config()
-    config = manager.get_config()
-    api_key = manager.get_api_key()
-
-    from codewiki.src.config import Config as BackendConfig, set_cli_context
-    set_cli_context(True)
-
-    # Create a minimal backend config (no LLM calls needed for analysis)
-    backend_config = BackendConfig.from_cli(
-        repo_path=str(repo_path),
-        output_dir=str(repo_path / ".codewiki_temp"),
-        llm_base_url=config.base_url or "http://localhost",
-        llm_api_key=api_key or "not-needed",
-        main_model=config.main_model or "unused",
-        cluster_model=config.cluster_model or "unused",
-        fallback_model=config.fallback_model or "unused",
-    )
-
-    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder
-    graph_builder = DependencyGraphBuilder(backend_config)
-    components, leaf_nodes = graph_builder.build_dependency_graph()
-
-    # Aggregate statistics
-    languages = {}
-    files = set()
-    for comp in components.values():
-        lang = getattr(comp, "language", "unknown")
-        languages[lang] = languages.get(lang, 0) + 1
-        files.add(getattr(comp, "relative_path", ""))
-
-    result = {
-        "status": "success",
-        "repo_path": str(repo_path),
-        "total_components": len(components),
-        "total_files": len(files),
-        "leaf_nodes": len(leaf_nodes),
-        "languages": languages,
-        "sample_components": sorted(list(components.keys()))[:20],
-    }
-    return [TextContent(type="text", text=json.dumps(result, indent=2))]
-
-
-async def _handle_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:
-    """Handle get_module_tree tool call — returns existing module tree."""
+async def _legacy_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:
+    """Legacy get_module_tree."""
     repo_path = Path(arguments["repo_path"]).expanduser().resolve()
     output_dir = Path(arguments.get("output_dir", "docs")).expanduser().resolve()
 
     module_tree_path = output_dir / "module_tree.json"
     if not module_tree_path.exists():
-        return [TextContent(
-            type="text",
-            text=f"Module tree not found at {module_tree_path}. Run 'codewiki generate' first."
-        )]
+        return [_text(json.dumps({
+            "error": f"Module tree not found at {module_tree_path}. Run 'codewiki generate' first."
+        }))]
 
     module_tree = json.loads(module_tree_path.read_text())
 
     def _summarize_tree(tree, depth=0):
-        """Create a readable summary of the module tree."""
         lines = []
         for name, info in tree.items():
             indent = "  " * depth
@@ -299,13 +540,29 @@ def _summarize_tree(tree, depth=0):
         "total_modules": len(module_tree),
         "tree_summary": summary,
     }
-    return [TextContent(type="text", text=json.dumps(result, indent=2))]
+    return [_text(json.dumps(result, indent=2))]
+
+
+# ===================================================================
+#  Helpers
+# ===================================================================
 
+def _text(content: str) -> TextContent:
+    return TextContent(type="text", text=content)
+
+
+# ===================================================================
+#  Entry point
+# ===================================================================
 
 async def main():
     """Run the MCP server with stdio transport."""
     async with stdio_server() as (read_stream, write_stream):
-        await server.run(read_stream, write_stream, server.create_initialization_options())
+        await server.run(
+            read_stream,
+            write_stream,
+            server.create_initialization_options(),
+        )
 
 
 if __name__ == "__main__":
diff --git a/codewiki/mcp/session.py b/codewiki/mcp/session.py
new file mode 100644
index 00000000..ca7d8f53
--- /dev/null
+++ b/codewiki/mcp/session.py
@@ -0,0 +1,92 @@
+"""Session state management for the CodeWiki MCP Server.
+
+Each ``analyze_repo`` call creates a new session that caches the analysis
+results (components, leaf nodes, etc.) in memory.  Subsequent tool calls
+reference the session by ``session_id`` to read code, write docs, and
+manage the module tree without re-parsing the repository.
+"""
+
+from __future__ import annotations
+
+import time
+import uuid
+from dataclasses import dataclass, field
+from pathlib import Path
+from typing import Any, Dict, List, Optional
+
+from codewiki.src.be.dependency_analyzer.models.core import Node
+
+
+# Sessions auto-expire after this many seconds of inactivity.
+_SESSION_TTL_SECONDS = 2 * 60 * 60  # 2 hours
+
+
+@dataclass
+class SessionState:
+    """Mutable state shared across all MCP tool calls within a session."""
+
+    session_id: str
+    repo_path: str
+    output_dir: str
+    components: Dict[str, Node]
+    leaf_nodes: List[str]
+    module_tree: Dict[str, Any] = field(default_factory=dict)
+    registry: Dict[str, Any] = field(default_factory=dict)
+    created_at: float = field(default_factory=time.time)
+    last_accessed: float = field(default_factory=time.time)
+
+    def touch(self) -> None:
+        """Update the last-accessed timestamp."""
+        self.last_accessed = time.time()
+
+    @property
+    def is_expired(self) -> bool:
+        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS
+
+
+class SessionStore:
+    """In-memory store for all active MCP sessions."""
+
+    def __init__(self) -> None:
+        self._sessions: Dict[str, SessionState] = {}
+
+    def create(
+        self,
+        repo_path: str,
+        output_dir: str,
+        components: Dict[str, Node],
+        leaf_nodes: List[str],
+    ) -> SessionState:
+        """Create a new session and return it."""
+        session_id = uuid.uuid4().hex[:12]
+        state = SessionState(
+            session_id=session_id,
+            repo_path=repo_path,
+            output_dir=output_dir,
+            components=components,
+            leaf_nodes=leaf_nodes,
+        )
+        self._sessions[session_id] = state
+        self._purge_expired()
+        return state
+
+    def get(self, session_id: str) -> Optional[SessionState]:
+        """Return the session or ``None`` if not found / expired."""
+        state = self._sessions.get(session_id)
+        if state is None:
+            return None
+        if state.is_expired:
+            del self._sessions[session_id]
+            return None
+        state.touch()
+        return state
+
+    def remove(self, session_id: str) -> bool:
+        """Remove a session.  Returns True if it existed."""
+        return self._sessions.pop(session_id, None) is not None
+
+    def _purge_expired(self) -> None:
+        """Remove all expired sessions."""
+        expired = [sid for sid, s in self._sessions.items() if s.is_expired]
+        for sid in expired:
+            del self._sessions[sid]
diff --git a/codewiki/mcp/tools/__init__.py b/codewiki/mcp/tools/__init__.py
new file mode 100644
index 00000000..62ea687d
--- /dev/null
+++ b/codewiki/mcp/tools/__init__.py
@@ -0,0 +1,6 @@
+"""CodeWiki MCP Tools package.
+
+Each module in this package implements one or more MCP tools that operate
+on a :class:`~codewiki.mcp.session.SessionState`.  The tools are registered
+by the MCP server in ``codewiki/mcp/server.py``.
+"""
diff --git a/codewiki/mcp/tools/analysis.py b/codewiki/mcp/tools/analysis.py
new file mode 100644
index 00000000..41c8db90
--- /dev/null
+++ b/codewiki/mcp/tools/analysis.py
@@ -0,0 +1,112 @@
+"""MCP tool: analyze_repo — parse a repository and build the dependency graph.
+
+This is the entry-point tool for the IDE-driven wiki generation pipeline.
+It runs CodeWiki's Tree-sitter-based dependency analyzer (no LLM needed),
+caches the results in a new session, and returns a component index the IDE
+agent can use for clustering and documentation.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+from pathlib import Path
+from typing import Any, Dict, List, Tuple
+
+from codewiki.mcp.session import SessionState, SessionStore
+
+logger = logging.getLogger(__name__)
+
+
+def _build_component_index(components: Dict[str, Any], max_items: int = 500) -> Tuple[list, bool]:
+    """Build a lightweight component index for the MCP response.
+
+    Returns (index_list, truncated) where *truncated* is True when the
+    index was capped at *max_items*.
+    """
+    index: list[dict] = []
+    for comp_id, node in list(components.items())[:max_items]:
+        index.append({
+            "id": comp_id,
+            "type": getattr(node, "component_type", "unknown"),
+            "file": getattr(node, "relative_path", ""),
+            "depends_on": list(getattr(node, "depends_on", []))[:20],
+        })
+    return index, len(components) > max_items
+
+
+def handle_analyze_repo(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Run the dependency analysis and return the session + component index."""
+    repo_path = Path(arguments["repo_path"]).expanduser().resolve()
+    if not repo_path.exists():
+        return json.dumps({"error": f"Repository not found: {repo_path}"})
+
+    output_dir = Path(arguments.get("output_dir", str(repo_path / "docs"))).expanduser().resolve()
+    output_dir.mkdir(parents=True, exist_ok=True)
+
+    # Build a minimal Config for the dependency analyzer (no LLM fields used)
+    from codewiki.src.config import Config
+    config = Config(
+        repo_path=str(repo_path),
+        output_dir=str(output_dir / "temp"),
+        dependency_graph_dir=str(output_dir / "temp" / "dependency_graphs"),
+        docs_dir=str(output_dir),
+        max_depth=2,
+        llm_base_url="not-needed",
+        llm_api_key="not-needed",
+        main_model="unused",
+        cluster_model="unused",
+    )
+
+    # Apply optional include/exclude patterns
+    include = arguments.get("include_patterns")
+    exclude = arguments.get("exclude_patterns")
+    if include or exclude:
+        agent_instructions: Dict[str, Any] = {}
+        if include:
+            agent_instructions["include_patterns"] = [p.strip() for p in include.split(",")]
+        if exclude:
+            agent_instructions["exclude_patterns"] = [p.strip() for p in exclude.split(",")]
+        config.agent_instructions = agent_instructions
+
+    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder
+    builder = DependencyGraphBuilder(config)
+    components, leaf_nodes = builder.build_dependency_graph()
+
+    session = store.create(
+        repo_path=str(repo_path),
+        output_dir=str(output_dir),
+        components=components,
+        leaf_nodes=leaf_nodes,
+    )
+
+    index, truncated = _build_component_index(components)
+
+    # Language stats
+    languages: Dict[str, int] = {}
+    for node in components.values():
+        lang = getattr(node, "language", "unknown")
+        languages[lang] = languages.get(lang, 0) + 1
+
+    result = {
+        "session_id": session.session_id,
+        "repo_name": repo_path.name,
+        "repo_path": str(repo_path),
+        "output_dir": str(output_dir),
+        "languages": languages,
+        "total_components": len(components),
+        "total_leaf_nodes": len(leaf_nodes),
+        "leaf_nodes": leaf_nodes[:100],
+        "component_index": index,
+        "component_index_truncated": truncated,
+        "hint": (
+            "Use read_code_components(session_id, component_ids) to read source code. "
+            "Use save_module_tree(session_id, module_tree) after clustering. "
+            "Call get_prompt('cluster') for clustering rules."
+        ),
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/tools/code_reader.py b/codewiki/mcp/tools/code_reader.py
new file mode 100644
index 00000000..5bce49bd
--- /dev/null
+++ b/codewiki/mcp/tools/code_reader.py
@@ -0,0 +1,107 @@
+"""MCP tools: read_code_components + view_repo_file.
+
+These are read-only tools that let the IDE agent explore source code
+within the analyzed repository.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+import subprocess
+from pathlib import Path
+from typing import Any, Dict, List, Optional
+
+from codewiki.mcp.session import SessionState, SessionStore
+
+logger = logging.getLogger(__name__)
+
+# Truncation guard for very large responses
+_MAX_RESPONSE_LEN = 32000
+
+
+def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:
+    if len(text) <= limit:
+        return text
+    return text[:limit] + "\n\n<response clipped — use view_repo_file with view_range to read more>"
+
+
+def handle_read_code_components(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Return the source code for a list of component IDs."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    component_ids: List[str] = arguments["component_ids"]
+    components = session.components
+
+    results = []
+    for cid in component_ids:
+        node = components.get(cid)
+        if node is None:
+            results.append(f"# Component {cid} not found\n")
+        else:
+            lang = getattr(node, "language", "")
+            fence = lang if lang else ""
+            code = getattr(node, "source_code", "").strip()
+            results.append(f"## {cid} ({getattr(node, 'component_type', '')})\n```{fence}\n{code}\n```\n")
+
+    output = "\n".join(results)
+    return _maybe_truncate(output)
+
+
+def handle_view_repo_file(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Read-only view of a file or directory inside the repository."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    rel_path = arguments["path"]
+    abs_path = Path(session.repo_path) / rel_path
+
+    if not abs_path.exists():
+        return json.dumps({"error": f"Path not found: {rel_path}"})
+
+    # Directory listing
+    if abs_path.is_dir():
+        out = subprocess.run(
+            rf"find {abs_path} -maxdepth 2 -not -path '*/\.*'",
+            shell=True,
+            capture_output=True,
+        )
+        listing = out.stdout.decode("utf-8", errors="replace")
+        listing = listing.replace(str(abs_path), rel_path)
+        return f"Directory listing for {rel_path}:\n{listing}"
+
+    # File view
+    try:
+        content = abs_path.read_text(encoding="utf-8", errors="replace")
+    except Exception as e:
+        return json.dumps({"error": f"Cannot read file: {e}"})
+
+    view_range = arguments.get("view_range")
+    lines = content.split("\n")
+
+    if view_range:
+        if len(view_range) != 2:
+            return json.dumps({"error": "view_range must be [start, end]"})
+        start, end = view_range
+        start = max(1, min(start, len(lines)))
+        if end == -1:
+            end = len(lines)
+        end = max(start, min(end, len(lines)))
+        selected = lines[start - 1 : end]
+        numbered = "\n".join(f"{i + start:6}\t{line}" for i, line in enumerate(selected))
+        return f"File: {rel_path} (lines {start}-{end})\n{numbered}"
+
+    numbered = "\n".join(f"{i + 1:6}\t{line}" for i, line in enumerate(lines))
+    return _maybe_truncate(f"File: {rel_path} ({len(lines)} lines)\n{numbered}")
diff --git a/codewiki/mcp/tools/doc_writer.py b/codewiki/mcp/tools/doc_writer.py
new file mode 100644
index 00000000..ce5f35db
--- /dev/null
+++ b/codewiki/mcp/tools/doc_writer.py
@@ -0,0 +1,167 @@
+"""MCP tools: write_doc_file + edit_doc_file.
+
+These tools create and edit markdown documentation files in the output
+directory, with automatic Mermaid diagram validation after every write.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import json
+import logging
+import os
+from pathlib import Path
+from typing import Any, Dict, Optional
+
+from codewiki.mcp.session import SessionState, SessionStore
+
+logger = logging.getLogger(__name__)
+
+
+async def _validate_mermaid(file_path: str, relative_path: str) -> str:
+    """Run Mermaid validation and return the result string."""
+    try:
+        from codewiki.src.be.utils import validate_mermaid_diagrams
+        return await validate_mermaid_diagrams(file_path, relative_path)
+    except Exception as e:
+        return f"Mermaid validation skipped: {e}"
+
+
+def _ensure_parent_dirs(path: Path) -> None:
+    """Create parent directories if they don't exist."""
+    path.parent.mkdir(parents=True, exist_ok=True)
+
+
+async def handle_write_doc_file(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Create a new documentation file in the output directory."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    filename = arguments["filename"]
+    if not filename.endswith(".md"):
+        filename += ".md"
+    content = arguments["content"]
+
+    doc_path = Path(session.output_dir) / filename
+    _ensure_parent_dirs(doc_path)
+
+    if doc_path.exists():
+        return json.dumps({
+            "error": f"File already exists: {filename}. Use edit_doc_file to modify it."
+        })
+
+    doc_path.write_text(content, encoding="utf-8")
+
+    # Mermaid validation
+    mermaid_result = await _validate_mermaid(str(doc_path), filename)
+
+    result = {
+        "status": "created",
+        "path": str(doc_path),
+        "filename": filename,
+        "lines": content.count("\n") + 1,
+        "mermaid_validation": mermaid_result,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
+
+
+async def handle_edit_doc_file(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Edit an existing documentation file (str_replace, insert, or undo)."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    filename = arguments["filename"]
+    if not filename.endswith(".md"):
+        filename += ".md"
+
+    doc_path = Path(session.output_dir) / filename
+    command = arguments["command"]
+
+    if command == "undo":
+        # Undo via registry history
+        history_key = str(doc_path)
+        history = session.registry.get("file_history", "{}")
+        file_history = json.loads(history) if isinstance(history, str) else history
+        path_history = file_history.get(history_key, [])
+        if not path_history:
+            return json.dumps({"error": f"No edit history found for {filename}."})
+        old_content = path_history.pop()
+        file_history[history_key] = path_history
+        session.registry["file_history"] = json.dumps(file_history)
+        doc_path.write_text(old_content, encoding="utf-8")
+        return json.dumps({"status": "undone", "filename": filename})
+
+    if not doc_path.exists():
+        return json.dumps({"error": f"File not found: {filename}. Use write_doc_file to create it."})
+
+    # Save current content to history before editing
+    current_content = doc_path.read_text(encoding="utf-8")
+    history_key = str(doc_path)
+    history = session.registry.get("file_history", "{}")
+    file_history = json.loads(history) if isinstance(history, str) else history
+    file_history.setdefault(history_key, []).append(current_content)
+    session.registry["file_history"] = json.dumps(file_history)
+
+    if command == "str_replace":
+        old_str = arguments.get("old_str")
+        new_str = arguments.get("new_str", "")
+        if old_str is None:
+            return json.dumps({"error": "old_str is required for str_replace."})
+
+        occurrences = current_content.count(old_str)
+        if occurrences == 0:
+            return json.dumps({"error": f"old_str not found in {filename}."})
+        if occurrences > 1:
+            return json.dumps({"error": f"old_str appears {occurrences} times in {filename}. Make it unique."})
+
+        new_content = current_content.replace(old_str, new_str, 1)
+        doc_path.write_text(new_content, encoding="utf-8")
+
+        # Snippet around the edit
+        replacement_line = current_content.split(old_str)[0].count("\n")
+        lines = new_content.split("\n")
+        start = max(0, replacement_line - 4)
+        end = min(len(lines), replacement_line + new_str.count("\n") + 5)
+        snippet = "\n".join(f"{i + start + 1:6}\t{lines[i]}" for i in range(start, end))
+
+    elif command == "insert":
+        insert_line = arguments.get("insert_line", 0)
+        new_str = arguments.get("new_str", "")
+        if not new_str:
+            return json.dumps({"error": "new_str is required for insert."})
+
+        lines = current_content.split("\n")
+        insert_line = max(0, min(insert_line, len(lines)))
+        new_str_lines = new_str.split("\n")
+        lines = lines[:insert_line] + new_str_lines + lines[insert_line:]
+        new_content = "\n".join(lines)
+        doc_path.write_text(new_content, encoding="utf-8")
+
+        start = max(0, insert_line - 4)
+        end = min(len(lines), insert_line + len(new_str_lines) + 4)
+        snippet = "\n".join(f"{i + start + 1:6}\t{lines[i]}" for i in range(start, end))
+
+    else:
+        return json.dumps({"error": f"Unknown command: {command}. Use str_replace, insert, or undo."})
+
+    # Mermaid validation
+    mermaid_result = await _validate_mermaid(str(doc_path), filename)
+
+    result = {
+        "status": "edited",
+        "command": command,
+        "filename": filename,
+        "snippet": snippet,
+        "mermaid_validation": mermaid_result,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/tools/module_tree.py b/codewiki/mcp/tools/module_tree.py
new file mode 100644
index 00000000..8d7fa3a1
--- /dev/null
+++ b/codewiki/mcp/tools/module_tree.py
@@ -0,0 +1,133 @@
+"""MCP tools: save_module_tree + get_processing_order.
+
+The IDE agent decides how to group components into modules (clustering)
+using its own LLM.  These tools persist that decision and compute the
+leaf-first processing order for documentation generation.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import os
+from pathlib import Path
+from typing import Any, Dict, List, Tuple
+
+from codewiki.mcp.session import SessionState, SessionStore
+from codewiki.src.config import FIRST_MODULE_TREE_FILENAME, MODULE_TREE_FILENAME
+
+logger = logging.getLogger(__name__)
+
+
+def _get_processing_order(module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[Dict[str, Any]]:
+    """Compute leaf-first processing order from a module tree.
+
+    Returns a list of dicts with module path, name, leaf status, and
+    component/children info.
+    """
+    order: List[Dict[str, Any]] = []
+
+    def _collect(tree: Dict[str, Any], path: List[str]) -> None:
+        for module_name, module_info in tree.items():
+            current_path = path + [module_name]
+            children = module_info.get("children", {})
+            has_children = isinstance(children, dict) and len(children) > 0
+
+            if has_children:
+                _collect(children, current_path)
+                order.append({
+                    "module": module_name,
+                    "path": current_path,
+                    "is_leaf": False,
+                    "children": list(children.keys()),
+                    "components": module_info.get("components", []),
+                })
+            else:
+                order.append({
+                    "module": module_name,
+                    "path": current_path,
+                    "is_leaf": True,
+                    "components": module_info.get("components", []),
+                })
+
+    _collect(module_tree, parent_path)
+    return order
+
+
+def handle_save_module_tree(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Persist the IDE agent's clustering result as the module tree."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    module_tree = arguments["module_tree"]
+    output_dir = session.output_dir
+
+    # Save both immutable snapshot and mutable working copy
+    first_path = os.path.join(output_dir, FIRST_MODULE_TREE_FILENAME)
+    working_path = os.path.join(output_dir, MODULE_TREE_FILENAME)
+
+    os.makedirs(output_dir, exist_ok=True)
+
+    with open(first_path, "w", encoding="utf-8") as f:
+        json.dump(module_tree, f, indent=2, ensure_ascii=False)
+    with open(working_path, "w", encoding="utf-8") as f:
+        json.dump(module_tree, f, indent=2, ensure_ascii=False)
+
+    # Cache in session
+    session.module_tree = module_tree
+
+    # Compute processing order
+    order = _get_processing_order(module_tree)
+
+    result = {
+        "status": "saved",
+        "module_count": len(module_tree),
+        "processing_order": order,
+        "tree_path": working_path,
+        "first_tree_path": first_path,
+        "hint": (
+            "Use get_processing_order(session_id) to retrieve this order again. "
+            "Process leaf modules first (is_leaf=true), then parent modules. "
+            "For each leaf module: get_prompt('system_leaf') + read_code_components + write_doc_file. "
+            "For each parent module: get_prompt('overview_module') + write_doc_file."
+        ),
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
+
+
+def handle_get_processing_order(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Return the leaf-first processing order for the saved module tree."""
+    session_id = arguments["session_id"]
+    session = store.get(session_id)
+    if session is None:
+        return json.dumps({"error": f"Session {session_id} not found or expired."})
+
+    # Try session cache first, then disk
+    module_tree = session.module_tree
+    if not module_tree:
+        tree_path = os.path.join(session.output_dir, MODULE_TREE_FILENAME)
+        if os.path.exists(tree_path):
+            with open(tree_path, encoding="utf-8") as f:
+                module_tree = json.load(f)
+            session.module_tree = module_tree
+        else:
+            return json.dumps({
+                "error": "Module tree not found. Call save_module_tree first."
+            })
+
+    order = _get_processing_order(module_tree)
+
+    result = {
+        "session_id": session_id,
+        "module_count": len(module_tree),
+        "order": order,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/tools/prompt_server.py b/codewiki/mcp/tools/prompt_server.py
new file mode 100644
index 00000000..04fe2347
--- /dev/null
+++ b/codewiki/mcp/tools/prompt_server.py
@@ -0,0 +1,176 @@
+"""MCP tool: get_prompt — serve CodeWiki's prompt templates to the IDE agent.
+
+CodeWiki ships with carefully designed prompt templates for each stage of
+the wiki generation pipeline.  This tool lets the IDE agent retrieve them
+(with optional variable substitution) so it can follow the same proven
+methodology without needing its own copy of the prompts.
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+from typing import Any, Dict, Optional
+
+from codewiki.mcp.session import SessionStore
+from codewiki.src.be.prompt_template import (
+    CLUSTER_REPO_PROMPT,
+    CLUSTER_MODULE_PROMPT,
+    SYSTEM_PROMPT,
+    LEAF_SYSTEM_PROMPT,
+    USER_PROMPT,
+    REPO_OVERVIEW_PROMPT,
+    MODULE_OVERVIEW_PROMPT,
+    format_system_prompt,
+    format_leaf_system_prompt,
+    format_cluster_prompt,
+    format_user_prompt,
+)
+
+logger = logging.getLogger(__name__)
+
+
+# Prompt catalog: maps prompt_type to (raw_template, usage_hint, variables_doc)
+_PROMPT_CATALOG: Dict[str, Dict[str, str]] = {
+    "cluster": {
+        "description": "Prompt for grouping components into modules. The LLM receives a component list and returns a JSON module tree.",
+        "usage_hint": (
+            "Use this prompt to cluster components into logical modules. "
+            "The response should contain <GROUPED_COMPONENTS> JSON. "
+            "Pass the component list from analyze_repo's component_index."
+        ),
+    },
+    "system_complex": {
+        "description": "System prompt for documenting a complex (multi-file, parent) module. Includes sub-module delegation instructions.",
+        "usage_hint": (
+            "Use as the system prompt when generating docs for a parent module. "
+            "The agent should create {module_name}.md with architecture overview "
+            "and cross-references to sub-module docs."
+        ),
+    },
+    "system_leaf": {
+        "description": "System prompt for documenting a leaf (single-file or simple) module.",
+        "usage_hint": (
+            "Use as the system prompt when generating docs for a leaf module. "
+            "The agent should create {module_name}.md with detailed documentation "
+            "including Mermaid diagrams."
+        ),
+    },
+    "user": {
+        "description": "User prompt template that provides the module tree and core component source code.",
+        "usage_hint": (
+            "Use as the user/assistant prompt alongside system_leaf or system_complex. "
+            "It provides the module tree context and the actual source code of core components."
+        ),
+    },
+    "overview_module": {
+        "description": "Prompt for generating a parent module overview from its children's documentation.",
+        "usage_hint": (
+            "Use this after all child modules are documented. "
+            "Provide the module tree with children's docs embedded. "
+            "The response should be wrapped in <OVERVIEW> tags."
+        ),
+    },
+    "overview_repo": {
+        "description": "Prompt for generating the final repository overview.",
+        "usage_hint": (
+            "Use this as the LAST step after all modules are documented. "
+            "Provide the full module tree with child docs. "
+            "Save the result as overview.md."
+        ),
+    },
+}
+
+
+def handle_get_prompt(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Return a prompt template, optionally with variables filled in."""
+    prompt_type = arguments["prompt_type"]
+    variables = arguments.get("variables", {})
+
+    if prompt_type not in _PROMPT_CATALOG:
+        available = list(_PROMPT_CATALOG.keys())
+        return json.dumps({
+            "error": f"Unknown prompt_type: {prompt_type}",
+            "available_types": available,
+        })
+
+    catalog_entry = _PROMPT_CATALOG[prompt_type]
+
+    # Resolve the prompt content
+    content = _resolve_prompt(prompt_type, variables)
+
+    result = {
+        "prompt_type": prompt_type,
+        "description": catalog_entry["description"],
+        "usage_hint": catalog_entry["usage_hint"],
+        "content": content,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
+
+
+def _resolve_prompt(prompt_type: str, variables: Dict[str, Any]) -> str:
+    """Resolve a prompt template with optional variable substitution."""
+
+    if prompt_type == "cluster":
+        potential_core_components = variables.get("potential_core_components", "<POTENTIAL_CORE_COMPONENTS placeholder>")
+        module_tree = variables.get("module_tree", {})
+        module_name = variables.get("module_name", None)
+        return format_cluster_prompt(
+            potential_core_components=potential_core_components,
+            module_tree=module_tree,
+            module_name=module_name,
+        )
+
+    elif prompt_type == "system_complex":
+        module_name = variables.get("module_name", "MODULE_NAME")
+        custom_instructions = variables.get("custom_instructions", None)
+        return format_system_prompt(module_name, custom_instructions)
+
+    elif prompt_type == "system_leaf":
+        module_name = variables.get("module_name", "MODULE_NAME")
+        custom_instructions = variables.get("custom_instructions", None)
+        return format_leaf_system_prompt(module_name, custom_instructions)
+
+    elif prompt_type == "user":
+        # If full variables are provided, use the full formatter
+        session_id = variables.get("session_id")
+        module_name = variables.get("module_name", "MODULE_NAME")
+        core_component_ids = variables.get("core_component_ids", [])
+        module_tree = variables.get("module_tree", {})
+
+        if session_id and core_component_ids:
+            # Try to resolve from session
+            from codewiki.mcp.session import SessionStore
+            # We can't easily access the store here, so fall back to template
+            pass
+
+        # Return the template with placeholders filled as possible
+        return USER_PROMPT.format(
+            module_name=module_name,
+            module_tree=json.dumps(module_tree, indent=2) if module_tree else "<MODULE_TREE placeholder>",
+            formatted_core_component_codes=variables.get(
+                "formatted_core_component_codes",
+                "<CORE_COMPONENT_CODES placeholder — use read_code_components to get source code>"
+            ),
+        )
+
+    elif prompt_type == "overview_module":
+        module_name = variables.get("module_name", "MODULE_NAME")
+        repo_structure = variables.get("repo_structure", "<REPO_STRUCTURE placeholder>")
+        return MODULE_OVERVIEW_PROMPT.format(
+            module_name=module_name,
+            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),
+        )
+
+    elif prompt_type == "overview_repo":
+        repo_name = variables.get("repo_name", "REPO_NAME")
+        repo_structure = variables.get("repo_structure", "<REPO_STRUCTURE placeholder>")
+        return REPO_OVERVIEW_PROMPT.format(
+            repo_name=repo_name,
+            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),
+        )
+
+    return f"Unknown prompt type: {prompt_type}"

From 7213a09d5e2239b9d46675776c2afedc394143ba Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Sat, 20 Jun 2026 21:05:56 +0800
Subject: [PATCH 15/26] fix: add missing MCP packages to pyproject.toml

---
 pyproject.toml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b618d572..e4126004 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -101,7 +101,9 @@ packages = [
     "codewiki.src.be.dependency_analyzer.analyzers",
     "codewiki.src.be.dependency_analyzer.models",
     "codewiki.src.be.dependency_analyzer.utils",
-    "codewiki.src.fe"
+    "codewiki.src.fe",
+    "codewiki.mcp",
+    "codewiki.mcp.tools"
 ]
 
 [tool.setuptools.package-data]

From bfbda2e2563ac8ed738510bbc48aa539e9699a53 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Fri, 19 Jun 2026 13:24:34 +0800
Subject: [PATCH 16/26] feat: add incremental update support to MCP
 analyze_repo

- Add _detect_changes() with git diff + mtime dual-strategy detection
- Add _find_affected_modules() to map changed files to affected modules
- analyze_repo now returns a 'changes' field with affected/cascade modules
- Decouple codewiki/__init__.py from CLI imports for lightweight MCP startup
- Update skill and IDE_DRIVEN_GUIDE.md with incremental update docs
---
 codewiki/__init__.py           |   7 +-
 codewiki/mcp/server.py         |   6 +-
 codewiki/mcp/tools/analysis.py | 214 ++++++++++++++++++++++++++++++++-
 3 files changed, 221 insertions(+), 6 deletions(-)

diff --git a/codewiki/__init__.py b/codewiki/__init__.py
index 77f63b9a..e078a354 100644
--- a/codewiki/__init__.py
+++ b/codewiki/__init__.py
@@ -1,14 +1,13 @@
 """
 CodeWiki: Transform codebases into comprehensive documentation using AI-powered analysis.
 
-This package provides a CLI tool for generating documentation from code repositories.
+This package provides a CLI tool for generating documentation from code repositories,
+and an MCP server for IDE-driven documentation generation.
 """
 
 __version__ = "1.0.1"
 __author__ = "CodeWiki Contributors"
 __license__ = "MIT"
 
-from codewiki.cli.main import cli
-
-__all__ = ["cli", "__version__"]
+__all__ = ["__version__"]
 
diff --git a/codewiki/mcp/server.py b/codewiki/mcp/server.py
index 20d6abb3..cc7c6ac4 100644
--- a/codewiki/mcp/server.py
+++ b/codewiki/mcp/server.py
@@ -72,7 +72,11 @@ def _fine_grained_tools() -> list[Tool]:
                 "using Tree-sitter AST parsing. Returns a component index and leaf nodes. "
                 "No LLM required. This is the entry point for the wiki generation pipeline. "
                 "After calling this, use get_prompt('cluster') to learn clustering rules, "
-                "then save_module_tree to persist your grouping."
+                "then save_module_tree to persist your grouping. "
+                "INCREMENTAL UPDATE: If docs already exist in output_dir (metadata.json + "
+                "module_tree.json), the response includes a 'changes' field showing which "
+                "files changed and which modules need updating. Use this to do targeted "
+                "edits instead of regenerating everything."
             ),
             inputSchema={
                 "type": "object",
diff --git a/codewiki/mcp/tools/analysis.py b/codewiki/mcp/tools/analysis.py
index 41c8db90..4e29b516 100644
--- a/codewiki/mcp/tools/analysis.py
+++ b/codewiki/mcp/tools/analysis.py
@@ -11,8 +11,9 @@
 import json
 import logging
 import os
+import time
 from pathlib import Path
-from typing import Any, Dict, List, Tuple
+from typing import Any, Dict, List, Optional, Tuple
 
 from codewiki.mcp.session import SessionState, SessionStore
 
@@ -36,6 +37,207 @@ def _build_component_index(components: Dict[str, Any], max_items: int = 500) ->
     return index, len(components) > max_items
 
 
+# ---------------------------------------------------------------------------
+#  Incremental update: detect changes since last generation
+# ---------------------------------------------------------------------------
+
+def _detect_changes(
+    repo_path: Path,
+    output_dir: Path,
+) -> Optional[Dict[str, Any]]:
+    """Detect changes since last documentation generation.
+
+    Returns a changes dict with affected modules, or None if no previous
+    generation exists (first run).
+
+    Detection strategy:
+      1. Git-based: compare stored commit_id with current HEAD, plus check
+         uncommitted changes via ``git status``.
+      2. Fallback: compare file mtime with stored ``timestamp`` in metadata.
+    """
+    metadata_path = output_dir / "metadata.json"
+    module_tree_path = output_dir / "module_tree.json"
+
+    if not metadata_path.exists() or not module_tree_path.exists():
+        return None
+
+    try:
+        metadata = json.loads(metadata_path.read_text())
+        module_tree = json.loads(module_tree_path.read_text())
+    except (json.JSONDecodeError, OSError):
+        return None
+
+    # Try git-based detection first
+    changes = _detect_via_git(repo_path, metadata)
+
+    # Fallback to mtime-based detection
+    if changes is None:
+        changes = _detect_via_mtime(repo_path, metadata)
+
+    if changes is None:
+        return None
+
+    changed_files = changes["changed_files"]
+    if not changed_files:
+        return {
+            "has_previous": True,
+            "no_changes": True,
+            "method": changes.get("method", "unknown"),
+            "message": "No changes detected since last generation. Documentation is up to date.",
+        }
+
+    affected, cascade = _find_affected_modules(module_tree, changed_files)
+
+    return {
+        "has_previous": True,
+        "no_changes": False,
+        "method": changes.get("method", "unknown"),
+        "changed_files": changed_files[:50],
+        "affected_modules": sorted(affected),
+        "cascade_modules": sorted(cascade),
+        "hint": (
+            f"Only {len(affected)} module(s) need updating: {sorted(affected)}. "
+            f"Parent modules to refresh: {sorted(cascade)}. "
+            "Use edit_doc_file for targeted updates, write_doc_file for new modules."
+        ),
+    }
+
+
+def _detect_via_git(
+    repo_path: Path,
+    metadata: Dict[str, Any],
+) -> Optional[Dict[str, Any]]:
+    """Detect changes via git. Returns None if not in a git repo.
+
+    Checks both committed changes (diff against stored commit_id) and
+    uncommitted changes (``git status``).
+    """
+    try:
+        import git
+        repo = git.Repo(repo_path, search_parent_directories=True)
+    except Exception:
+        return None
+
+    prev_commit = metadata.get("generation_info", {}).get("commit_id")
+    try:
+        current_commit = repo.head.commit.hexsha
+    except Exception:
+        return None
+
+    changed: list[str] = []
+    method = "git"
+
+    # 1) Committed changes since last generation
+    if prev_commit and prev_commit != current_commit:
+        try:
+            diff_index = repo.commit(prev_commit).diff(current_commit)
+            seen: set[str] = set()
+            for diff in diff_index:
+                if diff.a_path and diff.a_path not in seen:
+                    changed.append(diff.a_path)
+                    seen.add(diff.a_path)
+                if diff.b_path and diff.b_path not in seen:
+                    changed.append(diff.b_path)
+                    seen.add(diff.b_path)
+        except Exception:
+            pass
+
+    # 2) Uncommitted changes (user may have edited but not committed)
+    try:
+        for item in repo.untracked_files:
+            if item not in changed:
+                changed.append(item)
+        for file_path in [d.a_path for d in repo.index.diff(None)]:
+            if file_path and file_path not in changed:
+                changed.append(file_path)
+    except Exception:
+        pass
+
+    return {"changed_files": changed, "method": method}
+
+
+def _detect_via_mtime(
+    repo_path: Path,
+    metadata: Dict[str, Any],
+) -> Optional[Dict[str, Any]]:
+    """Fallback: detect changed files by comparing mtime with generation timestamp."""
+    timestamp_str = metadata.get("generation_info", {}).get("timestamp")
+    if not timestamp_str:
+        return None
+
+    try:
+        from datetime import datetime
+        prev_time = datetime.fromisoformat(timestamp_str).timestamp()
+    except (ValueError, TypeError):
+        return None
+
+    # Language extensions recognized by CodeWiki
+    source_extensions = {
+        ".py", ".java", ".js", ".jsx", ".ts", ".tsx",
+        ".c", ".h", ".cpp", ".hpp", ".cc", ".hh",
+        ".cs", ".kt", ".kts",
+    }
+
+    changed: list[str] = []
+    for dirpath, dirnames, filenames in os.walk(repo_path):
+        # Skip hidden dirs and common non-source dirs
+        dirnames[:] = [
+            d for d in dirnames
+            if not d.startswith(".") and d not in ("node_modules", "__pycache__", "venv", ".venv")
+        ]
+        for filename in filenames:
+            filepath = Path(dirpath) / filename
+            if filepath.suffix.lower() not in source_extensions:
+                continue
+            try:
+                if filepath.stat().st_mtime > prev_time:
+                    rel_path = str(filepath.relative_to(repo_path))
+                    changed.append(rel_path)
+            except OSError:
+                continue
+
+    return {"changed_files": changed, "method": "mtime"}
+
+
+def _find_affected_modules(
+    module_tree: Dict[str, Any],
+    changed_files: List[str],
+) -> Tuple[set, set]:
+    """Map changed files to affected modules using module_tree.json.
+
+    Uses substring matching (same as the CLI ``_invalidate_affected_modules``).
+    Returns (affected_modules, cascade_parent_modules).
+    """
+    affected: set[str] = set()
+    cascade: set[str] = set()
+
+    def _walk(tree: Dict, parents: list[str] | None = None):
+        if parents is None:
+            parents = []
+        for mod_name, mod_info in tree.items():
+            components = mod_info.get("components", [])
+            hit = False
+            for comp in components:
+                if any(cf in comp or comp in cf for cf in changed_files):
+                    hit = True
+                    break
+            if hit:
+                affected.add(mod_name)
+                cascade.update(parents)
+
+            children = mod_info.get("children", {})
+            if isinstance(children, dict) and children:
+                _walk(children, parents + [mod_name])
+
+    _walk(module_tree)
+
+    # overview.md depends on all child docs, always refresh if anything changed
+    if affected:
+        cascade.add("overview")
+
+    return affected, cascade
+
+
 def handle_analyze_repo(
     arguments: Dict[str, Any],
     store: SessionStore,
@@ -92,6 +294,9 @@ def handle_analyze_repo(
         lang = getattr(node, "language", "unknown")
         languages[lang] = languages.get(lang, 0) + 1
 
+    # Incremental update: detect changes since last generation
+    changes = _detect_changes(repo_path, output_dir)
+
     result = {
         "session_id": session.session_id,
         "repo_name": repo_path.name,
@@ -103,10 +308,17 @@ def handle_analyze_repo(
         "leaf_nodes": leaf_nodes[:100],
         "component_index": index,
         "component_index_truncated": truncated,
+        "changes": changes,
         "hint": (
             "Use read_code_components(session_id, component_ids) to read source code. "
             "Use save_module_tree(session_id, module_tree) after clustering. "
             "Call get_prompt('cluster') for clustering rules."
         ),
     }
+    if changes and not changes.get("no_changes"):
+        result["hint"] = (
+            "Incremental update detected. Only update affected modules listed in "
+            "'changes.affected_modules'. Use edit_doc_file for targeted updates. "
+            "Refresh cascade parent modules in 'changes.cascade_modules'."
+        )
     return json.dumps(result, indent=2, ensure_ascii=False)

From fe694a5c4c7ab4aa58793aeae5eb8954dd6959e6 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Fri, 19 Jun 2026 16:13:54 +0800
Subject: [PATCH 17/26] fix: pass commit_id to metadata.json in CLI mode for
 --update support

Previously, CLIDocumentationGenerator never received or forwarded the
git commit SHA, so metadata.json always had commit_id: null. This made
--update fall back to full regeneration every time. Now the commit hash
is obtained before generator creation and threaded through to the
backend DocumentationGenerator, matching the behavior already present
in Web mode (background_worker.py).
---
 codewiki/cli/adapters/doc_generator.py | 7 +++++--
 codewiki/cli/commands/generate.py      | 6 ++++--
 2 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/codewiki/cli/adapters/doc_generator.py b/codewiki/cli/adapters/doc_generator.py
index 61b1c1b7..cbda31ca 100644
--- a/codewiki/cli/adapters/doc_generator.py
+++ b/codewiki/cli/adapters/doc_generator.py
@@ -37,7 +37,8 @@ def __init__(
         output_dir: Path,
         config: Dict[str, Any],
         verbose: bool = False,
-        generate_html: bool = False
+        generate_html: bool = False,
+        commit_id: str = None,
     ):
         """
         Initialize the CLI documentation generator.
@@ -48,12 +49,14 @@ def __init__(
             config: LLM configuration
             verbose: Enable verbose output
             generate_html: Whether to generate HTML viewer
+            commit_id: Git commit SHA for incremental update tracking
         """
         self.repo_path = repo_path
         self.output_dir = output_dir
         self.config = config
         self.verbose = verbose
         self.generate_html = generate_html
+        self.commit_id = commit_id
         self.progress_tracker = ProgressTracker(total_stages=5, verbose=verbose)
         self.job = DocumentationJob()
         
@@ -178,7 +181,7 @@ async def _run_backend_generation(self, backend_config: BackendConfig):
             self.progress_tracker.update_stage(0.2, "Initializing dependency analyzer...")
         
         # Create documentation generator
-        doc_generator = DocumentationGenerator(backend_config)
+        doc_generator = DocumentationGenerator(backend_config, commit_id=self.commit_id)
         
         if self.verbose:
             self.progress_tracker.update_stage(0.5, "Parsing source files...")
diff --git a/codewiki/cli/commands/generate.py b/codewiki/cli/commands/generate.py
index 1c370cb8..d8c9afe8 100644
--- a/codewiki/cli/commands/generate.py
+++ b/codewiki/cli/commands/generate.py
@@ -525,6 +525,8 @@ def generate_command(
             agent_instructions_dict = config.agent_instructions.to_dict()
         
         # Create generator
+        # Get commit_id early so it can be stored in metadata.json for --update support
+        commit_id = get_git_commit_hash(repo_path)
         generator = CLIDocumentationGenerator(
             repo_path=repo_path,
             output_dir=output_dir,
@@ -545,7 +547,8 @@ def generate_command(
                 'max_depth': max_depth if max_depth is not None else config.max_depth,
             },
             verbose=verbose,
-            generate_html=github_pages
+            generate_html=github_pages,
+            commit_id=commit_id,
         )
         
         # Run generation
@@ -556,7 +559,6 @@ def generate_command(
         
         # Get repository info
         repo_url = None
-        commit_hash = get_git_commit_hash(repo_path)
         current_branch = get_git_branch(repo_path)
         
         if is_git_repository(repo_path):

From 129f730cb7a7db686f22fdaa667dc4502f5def33 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Sat, 20 Jun 2026 21:14:16 +0800
Subject: [PATCH 18/26] SKILL

---
 skill/codewiki-wiki-generator/SKILL.md | 174 +++++++++++++++++++++++++
 1 file changed, 174 insertions(+)
 create mode 100644 skill/codewiki-wiki-generator/SKILL.md

diff --git a/skill/codewiki-wiki-generator/SKILL.md b/skill/codewiki-wiki-generator/SKILL.md
new file mode 100644
index 00000000..4a8ac2ff
--- /dev/null
+++ b/skill/codewiki-wiki-generator/SKILL.md
@@ -0,0 +1,174 @@
+---
+name: codewiki-wiki-generator
+description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
+version: 1.0.0
+---
+
+# CodeWiki 文档生成器
+
+你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 9 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+
+## 前置条件
+
+开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 9 个工具：`analyze_repo`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+
+如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
+
+```bash
+git clone https://github.com/mambo-wang/CodeWiki-CN.git
+cd CodeWiki-CN && pip install -e .
+```
+
+然后在 MCP 配置中添加：
+
+```json
+{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki-CN"}}}
+```
+
+## 五阶段工作流程
+
+严格按以下顺序执行。阶段 1 之后的所有工具调用都需要 `analyze_repo` 返回的 `session_id`。
+
+### 阶段 1：分析仓库
+
+调用 `analyze_repo`：
+
+```json
+{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
+```
+
+返回内容：`session_id`、`component_index`（组件列表，含 id/type/file/depends_on）、`leaf_nodes`、`languages`。
+
+**牢记 `session_id`**——后续每一步都需要它。
+
+### 阶段 2：模块聚类
+
+这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
+
+1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
+2. **阅读源码**（组件超过 50 个时）：分批调用 `read_code_components`，每批 15-20 个叶节点 ID，理解各组件的功能和关联
+3. **按以下原则分组**：
+   - 功能内聚：关系紧密的组件放入同一模块
+   - 文件归属：同一文件/目录下的组件倾向归入同一模块
+   - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
+   - 组件 ID 必须原样保留（含 `::` 前缀）
+4. **保存模块树**：调用 `save_module_tree`：
+
+```json
+{
+  "session_id": "<session_id>",
+  "module_tree": {
+    "模块名": {
+      "components": ["file.py::ClassA", "file.py::func_b"],
+      "children": {}
+    }
+  }
+}
+```
+
+返回结果中包含 `processing_order`——叶优先的文档生成顺序。
+
+### 阶段 3：逐模块生成文档
+
+按 `processing_order` 的顺序处理各模块。**先处理叶模块**，再处理父模块。
+
+**每个叶模块**（is_leaf=true）：
+
+1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
+2. 读取源码：`read_code_components` → 该模块所有组件 ID
+3. 如需更多上下文，用 `view_repo_file` 补充读取
+4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
+5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
+
+如果 Mermaid 校验失败，修正语法后用 `edit_doc_file`（`command: "str_replace"`）修改。
+
+**每个父模块**（is_leaf=false）：
+
+1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件
+2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
+3. 综合子模块文档，生成父模块总览
+4. 用 `write_doc_file` 保存
+
+### 阶段 4：生成仓库总览
+
+1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
+2. 用 `view_repo_file` 读取所有已生成的模块文档
+3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
+4. 保存：`write_doc_file` → `filename: "overview.md"`
+
+### 阶段 5：清理
+
+调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
+
+## 增量更新模式
+
+当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段：
+
+```json
+{
+  "changes": {
+    "has_previous": true,
+    "no_changes": false,
+    "method": "git",
+    "changed_files": ["auth.py", "utils.py::hash_password"],
+    "affected_modules": ["认证模块"],
+    "cascade_modules": ["核心系统", "overview"]
+  }
+}
+```
+
+**变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
+
+**增量更新流程**：
+
+1. 调用 `analyze_repo`，检查 `changes` 字段
+2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
+3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
+   - 用 `read_code_components` 读取变更组件的新源码
+   - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
+4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
+5. 最后更新 `overview.md`
+
+增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。相比全量生成，增量更新通常只需处理 1-3 个模块。
+
+## 工具速查表
+
+| 工具 | 用途 |
+|------|------|
+| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引 |
+| `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
+| `view_repo_file` | 只读浏览仓库文件/目录 |
+| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
+| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` |
+| `save_module_tree` | 保存模块聚类结果 |
+| `get_processing_order` | 获取叶优先的处理顺序 |
+| `get_prompt` | 获取提示词模板：`cluster`、`system_leaf`、`system_complex`、`user`、`overview_module`、`overview_repo` |
+| `close_session` | 关闭会话释放资源（2 小时自动过期） |
+
+## 文档质量标准
+
+- **语言**：默认中文撰写（除非用户指定其他语言）
+- **Mermaid 图表**：每个模块至少 1 个架构图，优先使用 `graph TD` 或 `graph LR`
+- **交叉引用**：引用其他模块时使用 `[模块名](模块名.md)` 格式
+- **代码示例**：关键函数/类展示签名和简要用法
+- **篇幅**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
+
+## Mermaid 语法规范
+
+```mermaid
+graph TD
+    A[组件A] --> B[组件B]
+    A --> C[组件C]
+```
+
+- 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
+- 节点标签用方括号包裹：`A[显示文本]`
+- 子图语法：`subgraph 标题 ... end`
+- 禁止使用 `click`、`linkStyle` 等交互语法
+
+## 错误处理
+
+- **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
+- **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
+- **大型仓库（>10 万行）**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围
+- **组件 ID 格式**：始终使用 `component_index` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符

From 5db73ac43f213a854a26a4f03ad6745dfdfcdc23 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Sun, 21 Jun 2026 08:05:55 +0800
Subject: [PATCH 19/26] fix: paginate analyze_repo response to avoid
 maxOutputLength overflow

- Reduce component_index from 500 to 100 items per page (max 200),
  drop depends_on from each entry (available via read_code_components)
- Add offset/limit params to analyze_repo for pagination
- Add list_components tool for browsing components without re-analysis
- Reduce leaf_nodes from 100 to 50
- Remove IDE rule files, consolidate into skill files
---
 .../rules/codewiki-wiki-generator/RULE.mdc    | 181 ------------------
 .../skills/codewiki-wiki-generator/SKILL.md   | 175 +++++++++++++++++
 .qoder/rules/codewiki-wiki-generator/RULE.mdc | 181 ------------------
 .../skills/codewiki-wiki-generator/SKILL.md   | 175 +++++++++++++++++
 .../skills/codewiki-wiki-generator/SKILL.md   |   9 +-
 codewiki/mcp/server.py                        |  39 ++++
 codewiki/mcp/tools/analysis.py                |  64 ++++++-
 7 files changed, 449 insertions(+), 375 deletions(-)
 delete mode 100644 .codebuddy/rules/codewiki-wiki-generator/RULE.mdc
 create mode 100644 .codebuddy/skills/codewiki-wiki-generator/SKILL.md
 delete mode 100644 .qoder/rules/codewiki-wiki-generator/RULE.mdc
 create mode 100644 .qoder/skills/codewiki-wiki-generator/SKILL.md

diff --git a/.codebuddy/rules/codewiki-wiki-generator/RULE.mdc b/.codebuddy/rules/codewiki-wiki-generator/RULE.mdc
deleted file mode 100644
index 92fe9a5e..00000000
--- a/.codebuddy/rules/codewiki-wiki-generator/RULE.mdc
+++ /dev/null
@@ -1,181 +0,0 @@
----
-description: "使用 CodeWiki MCP 工具为代码仓库生成 Wiki 文档的完整工作流。当用户要求生成文档、Wiki、代码分析时使用此规则。"
-alwaysApply: false
-enabled: true
-updatedAt: 2026-06-18T07:02:51.248Z
-provider: 
----
-
-# CodeWiki Wiki 生成工作流
-
-你是一个代码文档生成专家。你将使用 CodeWiki MCP 工具为代码仓库生成全面的 Wiki 文档。
-整个过程不需要配置任何 LLM API，你用自己的推理能力 + CodeWiki 提供的工具链来完成全部工作。
-
-## 工作流程
-
-严格按以下 5 个阶段顺序执行：
-
-### 阶段 1：分析代码仓库
-
-调用 `analyze_repo` 工具，传入仓库路径：
-
-```json
-{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
-```
-
-你会得到：
-- `session_id`：后续所有工具调用都需要带上这个 ID
-- `component_index`：所有代码组件（类、函数、接口等）的索引
-- `leaf_nodes`：依赖图中的叶节点组件 ID 列表
-- `languages`：仓库包含的编程语言
-
-**重要**：记住 `session_id`，后续每一步都需要它。
-
-### 阶段 2：模块聚类
-
-你的任务是将组件分组为逻辑模块。这是整个流程中最需要理解力的步骤。
-
-**步骤 2.1**：获取聚类规则提示词：
-
-```json
-{ "prompt_type": "cluster" }
-```
-
-**步骤 2.2**：如果组件较多（超过 50 个），用 `read_code_components` 分批阅读叶节点的源码，理解每个组件的功能和依赖关系。
-
-**步骤 2.3**：根据以下原则分组：
-- 功能内聚：关系紧密的组件放在同一个模块
-- 文件归属：同一文件或目录下的相关组件倾向同一模块
-- 模块数量：通常 3-8 个顶层模块，每个模块 5-30 个组件
-- 组件 ID 必须原样保留（含 `::` 前缀）
-
-**步骤 2.4**：保存模块树：
-
-```json
-{
-  "session_id": "<session_id>",
-  "module_tree": {
-    "模块名1": {
-      "components": ["file.py::ClassA", "file.py::func_b"],
-      "children": {}
-    },
-    "模块名2": {
-      "components": ["other.py::ClassX"],
-      "children": {}
-    }
-  }
-}
-```
-
-返回结果中会包含 `processing_order`，告诉你应该按什么顺序生成文档（叶模块优先）。
-
-### 阶段 3：逐模块生成文档
-
-按 `processing_order` 中的顺序处理每个模块，**先处理叶模块（is_leaf=true），再处理父模块**。
-
-**对于每个叶模块**：
-
-1. 获取系统提示词：
-```json
-{ "prompt_type": "system_leaf", "variables": { "module_name": "<模块名>" } }
-```
-
-2. 读取该模块所有组件的源码：
-```json
-{ "session_id": "<session_id>", "component_ids": ["<组件ID列表>"] }
-```
-
-3. 如果需要了解更多依赖组件的代码，可以用 `view_repo_file` 读取相关文件。
-
-4. 根据源码分析，撰写该模块的文档。文档应包含：
-   - 模块简介和核心功能
-   - 架构概览（用 Mermaid 图表展示组件关系）
-   - 每个核心组件的职责说明
-   - 与其他模块的关联（用 `[模块名](模块名.md)` 交叉引用）
-
-5. 写入文档文件：
-```json
-{
-  "session_id": "<session_id>",
-  "filename": "<模块名>.md",
-  "content": "<你生成的 Markdown 文档内容>"
-}
-```
-
-如果 Mermaid 校验报错，修正图表语法后用 `edit_doc_file` 修改。
-
-**对于每个父模块**（如果有的话）：
-
-1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件内容
-2. 获取总览提示词：
-```json
-{ "prompt_type": "overview_module", "variables": { "module_name": "<模块名>" } }
-```
-3. 综合子模块文档，生成父模块总览
-4. 用 `write_doc_file` 写入文档
-
-### 阶段 4：生成仓库总览
-
-所有模块文档完成后，生成最终的仓库总览：
-
-1. 获取总览提示词：
-```json
-{ "prompt_type": "overview_repo", "variables": { "repo_name": "<仓库名>" } }
-```
-
-2. 用 `view_repo_file` 阅读所有已生成的模块文档
-3. 撰写仓库级总览，包含：
-   - 项目简介
-   - 端到端架构图（Mermaid）
-   - 各模块文档的引用链接
-4. 保存为 `overview.md`：
-```json
-{
-  "session_id": "<session_id>",
-  "filename": "overview.md",
-  "content": "<总览内容>"
-}
-```
-
-### 阶段 5：清理
-
-```json
-{ "session_id": "<session_id>" }
-```
-调用 `close_session` 释放内存。
-
-## 文档质量标准
-
-- **语言**：使用中文撰写文档（除非用户指定英文）
-- **Mermaid 图表**：每个模块至少包含 1 个架构图，展示组件间关系。图表类型优先使用 `graph TD`（自上而下）或 `graph LR`（从左到右）
-- **交叉引用**：引用其他模块时用 `[模块名](模块名.md)` 格式
-- **代码示例**：对于关键函数/类，展示签名和简要用法
-- **长度**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
-
-## Mermaid 语法注意事项
-
-```mermaid
-graph TD
-    A[组件A] --> B[组件B]
-    A --> C[组件C]
-    B --> D[组件D]
-```
-
-- 节点 ID 不要用特殊字符（避免中文、空格、冒号）
-- 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph 标题 ... end`
-- 不要用 `click`、`linkStyle` 等交互语法
-
-## 可用工具速查
-
-| 工具 | 用途 | 是否需要 LLM |
-|------|------|:---:|
-| `analyze_repo` | 分析仓库，构建依赖图 | 否 |
-| `read_code_components` | 读取指定组件的源码 | 否 |
-| `view_repo_file` | 只读浏览仓库中的文件 | 否 |
-| `write_doc_file` | 创建文档文件（含 Mermaid 校验） | 否 |
-| `edit_doc_file` | 编辑文档（替换/插入/撤销） | 否 |
-| `save_module_tree` | 保存模块聚类结果 | 否 |
-| `get_processing_order` | 获取叶优先的处理顺序 | 否 |
-| `get_prompt` | 获取各阶段的提示词模板 | 否 |
-| `close_session` | 关闭会话释放资源 | 否 |
\ No newline at end of file
diff --git a/.codebuddy/skills/codewiki-wiki-generator/SKILL.md b/.codebuddy/skills/codewiki-wiki-generator/SKILL.md
new file mode 100644
index 00000000..443e6ad2
--- /dev/null
+++ b/.codebuddy/skills/codewiki-wiki-generator/SKILL.md
@@ -0,0 +1,175 @@
+---
+name: codewiki-wiki-generator
+description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
+version: 1.0.0
+---
+
+# CodeWiki 文档生成器
+
+你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 10 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+
+## 前置条件
+
+开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 10 个工具：`analyze_repo`、`list_components`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+
+如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
+
+```bash
+git clone https://github.com/mambo-wang/CodeWiki-CN.git
+cd CodeWiki-CN && pip install -e .
+```
+
+然后在 MCP 配置中添加：
+
+```json
+{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki-CN"}}}
+```
+
+## 五阶段工作流程
+
+严格按以下顺序执行。阶段 1 之后的所有工具调用都需要 `analyze_repo` 返回的 `session_id`。
+
+### 阶段 1：分析仓库
+
+调用 `analyze_repo`：
+
+```json
+{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
+```
+
+返回内容：`session_id`、`component_index`（分页组件列表，含 id/type/file）、`pagination`、`leaf_nodes`、`languages`。如果 `pagination.has_more` 为 true，可用 `list_components(session_id, offset, limit)` 查看更多。
+
+**牢记 `session_id`**——后续每一步都需要它。
+
+### 阶段 2：模块聚类
+
+这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
+
+1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
+2. **阅读源码**（组件超过 50 个时）：分批调用 `read_code_components`，每批 15-20 个叶节点 ID，理解各组件的功能和关联
+3. **按以下原则分组**：
+   - 功能内聚：关系紧密的组件放入同一模块
+   - 文件归属：同一文件/目录下的组件倾向归入同一模块
+   - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
+   - 组件 ID 必须原样保留（含 `::` 前缀）
+4. **保存模块树**：调用 `save_module_tree`：
+
+```json
+{
+  "session_id": "<session_id>",
+  "module_tree": {
+    "模块名": {
+      "components": ["file.py::ClassA", "file.py::func_b"],
+      "children": {}
+    }
+  }
+}
+```
+
+返回结果中包含 `processing_order`——叶优先的文档生成顺序。
+
+### 阶段 3：逐模块生成文档
+
+按 `processing_order` 的顺序处理各模块。**先处理叶模块**，再处理父模块。
+
+**每个叶模块**（is_leaf=true）：
+
+1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
+2. 读取源码：`read_code_components` → 该模块所有组件 ID
+3. 如需更多上下文，用 `view_repo_file` 补充读取
+4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
+5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
+
+如果 Mermaid 校验失败，修正语法后用 `edit_doc_file`（`command: "str_replace"`）修改。
+
+**每个父模块**（is_leaf=false）：
+
+1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件
+2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
+3. 综合子模块文档，生成父模块总览
+4. 用 `write_doc_file` 保存
+
+### 阶段 4：生成仓库总览
+
+1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
+2. 用 `view_repo_file` 读取所有已生成的模块文档
+3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
+4. 保存：`write_doc_file` → `filename: "overview.md"`
+
+### 阶段 5：清理
+
+调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
+
+## 增量更新模式
+
+当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段：
+
+```json
+{
+  "changes": {
+    "has_previous": true,
+    "no_changes": false,
+    "method": "git",
+    "changed_files": ["auth.py", "utils.py::hash_password"],
+    "affected_modules": ["认证模块"],
+    "cascade_modules": ["核心系统", "overview"]
+  }
+}
+```
+
+**变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
+
+**增量更新流程**：
+
+1. 调用 `analyze_repo`，检查 `changes` 字段
+2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
+3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
+   - 用 `read_code_components` 读取变更组件的新源码
+   - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
+4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
+5. 最后更新 `overview.md`
+
+增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。相比全量生成，增量更新通常只需处理 1-3 个模块。
+
+## 工具速查表
+
+| 工具 | 用途 |
+|------|------|
+| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引（分页） |
+| `list_components` | 分页浏览组件索引（无需重新分析） |
+| `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
+| `view_repo_file` | 只读浏览仓库文件/目录 |
+| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
+| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` |
+| `save_module_tree` | 保存模块聚类结果 |
+| `get_processing_order` | 获取叶优先的处理顺序 |
+| `get_prompt` | 获取提示词模板：`cluster`、`system_leaf`、`system_complex`、`user`、`overview_module`、`overview_repo` |
+| `close_session` | 关闭会话释放资源（2 小时自动过期） |
+
+## 文档质量标准
+
+- **语言**：默认中文撰写（除非用户指定其他语言）
+- **Mermaid 图表**：每个模块至少 1 个架构图，优先使用 `graph TD` 或 `graph LR`
+- **交叉引用**：引用其他模块时使用 `[模块名](模块名.md)` 格式
+- **代码示例**：关键函数/类展示签名和简要用法
+- **篇幅**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
+
+## Mermaid 语法规范
+
+```mermaid
+graph TD
+    A[组件A] --> B[组件B]
+    A --> C[组件C]
+```
+
+- 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
+- 节点标签用方括号包裹：`A[显示文本]`
+- 子图语法：`subgraph 标题 ... end`
+- 禁止使用 `click`、`linkStyle` 等交互语法
+
+## 错误处理
+
+- **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
+- **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
+- **大型仓库（>10 万行）**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围
+- **组件 ID 格式**：始终使用 `component_index` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
diff --git a/.qoder/rules/codewiki-wiki-generator/RULE.mdc b/.qoder/rules/codewiki-wiki-generator/RULE.mdc
deleted file mode 100644
index 92fe9a5e..00000000
--- a/.qoder/rules/codewiki-wiki-generator/RULE.mdc
+++ /dev/null
@@ -1,181 +0,0 @@
----
-description: "使用 CodeWiki MCP 工具为代码仓库生成 Wiki 文档的完整工作流。当用户要求生成文档、Wiki、代码分析时使用此规则。"
-alwaysApply: false
-enabled: true
-updatedAt: 2026-06-18T07:02:51.248Z
-provider: 
----
-
-# CodeWiki Wiki 生成工作流
-
-你是一个代码文档生成专家。你将使用 CodeWiki MCP 工具为代码仓库生成全面的 Wiki 文档。
-整个过程不需要配置任何 LLM API，你用自己的推理能力 + CodeWiki 提供的工具链来完成全部工作。
-
-## 工作流程
-
-严格按以下 5 个阶段顺序执行：
-
-### 阶段 1：分析代码仓库
-
-调用 `analyze_repo` 工具，传入仓库路径：
-
-```json
-{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
-```
-
-你会得到：
-- `session_id`：后续所有工具调用都需要带上这个 ID
-- `component_index`：所有代码组件（类、函数、接口等）的索引
-- `leaf_nodes`：依赖图中的叶节点组件 ID 列表
-- `languages`：仓库包含的编程语言
-
-**重要**：记住 `session_id`，后续每一步都需要它。
-
-### 阶段 2：模块聚类
-
-你的任务是将组件分组为逻辑模块。这是整个流程中最需要理解力的步骤。
-
-**步骤 2.1**：获取聚类规则提示词：
-
-```json
-{ "prompt_type": "cluster" }
-```
-
-**步骤 2.2**：如果组件较多（超过 50 个），用 `read_code_components` 分批阅读叶节点的源码，理解每个组件的功能和依赖关系。
-
-**步骤 2.3**：根据以下原则分组：
-- 功能内聚：关系紧密的组件放在同一个模块
-- 文件归属：同一文件或目录下的相关组件倾向同一模块
-- 模块数量：通常 3-8 个顶层模块，每个模块 5-30 个组件
-- 组件 ID 必须原样保留（含 `::` 前缀）
-
-**步骤 2.4**：保存模块树：
-
-```json
-{
-  "session_id": "<session_id>",
-  "module_tree": {
-    "模块名1": {
-      "components": ["file.py::ClassA", "file.py::func_b"],
-      "children": {}
-    },
-    "模块名2": {
-      "components": ["other.py::ClassX"],
-      "children": {}
-    }
-  }
-}
-```
-
-返回结果中会包含 `processing_order`，告诉你应该按什么顺序生成文档（叶模块优先）。
-
-### 阶段 3：逐模块生成文档
-
-按 `processing_order` 中的顺序处理每个模块，**先处理叶模块（is_leaf=true），再处理父模块**。
-
-**对于每个叶模块**：
-
-1. 获取系统提示词：
-```json
-{ "prompt_type": "system_leaf", "variables": { "module_name": "<模块名>" } }
-```
-
-2. 读取该模块所有组件的源码：
-```json
-{ "session_id": "<session_id>", "component_ids": ["<组件ID列表>"] }
-```
-
-3. 如果需要了解更多依赖组件的代码，可以用 `view_repo_file` 读取相关文件。
-
-4. 根据源码分析，撰写该模块的文档。文档应包含：
-   - 模块简介和核心功能
-   - 架构概览（用 Mermaid 图表展示组件关系）
-   - 每个核心组件的职责说明
-   - 与其他模块的关联（用 `[模块名](模块名.md)` 交叉引用）
-
-5. 写入文档文件：
-```json
-{
-  "session_id": "<session_id>",
-  "filename": "<模块名>.md",
-  "content": "<你生成的 Markdown 文档内容>"
-}
-```
-
-如果 Mermaid 校验报错，修正图表语法后用 `edit_doc_file` 修改。
-
-**对于每个父模块**（如果有的话）：
-
-1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件内容
-2. 获取总览提示词：
-```json
-{ "prompt_type": "overview_module", "variables": { "module_name": "<模块名>" } }
-```
-3. 综合子模块文档，生成父模块总览
-4. 用 `write_doc_file` 写入文档
-
-### 阶段 4：生成仓库总览
-
-所有模块文档完成后，生成最终的仓库总览：
-
-1. 获取总览提示词：
-```json
-{ "prompt_type": "overview_repo", "variables": { "repo_name": "<仓库名>" } }
-```
-
-2. 用 `view_repo_file` 阅读所有已生成的模块文档
-3. 撰写仓库级总览，包含：
-   - 项目简介
-   - 端到端架构图（Mermaid）
-   - 各模块文档的引用链接
-4. 保存为 `overview.md`：
-```json
-{
-  "session_id": "<session_id>",
-  "filename": "overview.md",
-  "content": "<总览内容>"
-}
-```
-
-### 阶段 5：清理
-
-```json
-{ "session_id": "<session_id>" }
-```
-调用 `close_session` 释放内存。
-
-## 文档质量标准
-
-- **语言**：使用中文撰写文档（除非用户指定英文）
-- **Mermaid 图表**：每个模块至少包含 1 个架构图，展示组件间关系。图表类型优先使用 `graph TD`（自上而下）或 `graph LR`（从左到右）
-- **交叉引用**：引用其他模块时用 `[模块名](模块名.md)` 格式
-- **代码示例**：对于关键函数/类，展示签名和简要用法
-- **长度**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
-
-## Mermaid 语法注意事项
-
-```mermaid
-graph TD
-    A[组件A] --> B[组件B]
-    A --> C[组件C]
-    B --> D[组件D]
-```
-
-- 节点 ID 不要用特殊字符（避免中文、空格、冒号）
-- 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph 标题 ... end`
-- 不要用 `click`、`linkStyle` 等交互语法
-
-## 可用工具速查
-
-| 工具 | 用途 | 是否需要 LLM |
-|------|------|:---:|
-| `analyze_repo` | 分析仓库，构建依赖图 | 否 |
-| `read_code_components` | 读取指定组件的源码 | 否 |
-| `view_repo_file` | 只读浏览仓库中的文件 | 否 |
-| `write_doc_file` | 创建文档文件（含 Mermaid 校验） | 否 |
-| `edit_doc_file` | 编辑文档（替换/插入/撤销） | 否 |
-| `save_module_tree` | 保存模块聚类结果 | 否 |
-| `get_processing_order` | 获取叶优先的处理顺序 | 否 |
-| `get_prompt` | 获取各阶段的提示词模板 | 否 |
-| `close_session` | 关闭会话释放资源 | 否 |
\ No newline at end of file
diff --git a/.qoder/skills/codewiki-wiki-generator/SKILL.md b/.qoder/skills/codewiki-wiki-generator/SKILL.md
new file mode 100644
index 00000000..443e6ad2
--- /dev/null
+++ b/.qoder/skills/codewiki-wiki-generator/SKILL.md
@@ -0,0 +1,175 @@
+---
+name: codewiki-wiki-generator
+description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
+version: 1.0.0
+---
+
+# CodeWiki 文档生成器
+
+你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 10 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+
+## 前置条件
+
+开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 10 个工具：`analyze_repo`、`list_components`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+
+如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
+
+```bash
+git clone https://github.com/mambo-wang/CodeWiki-CN.git
+cd CodeWiki-CN && pip install -e .
+```
+
+然后在 MCP 配置中添加：
+
+```json
+{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki-CN"}}}
+```
+
+## 五阶段工作流程
+
+严格按以下顺序执行。阶段 1 之后的所有工具调用都需要 `analyze_repo` 返回的 `session_id`。
+
+### 阶段 1：分析仓库
+
+调用 `analyze_repo`：
+
+```json
+{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
+```
+
+返回内容：`session_id`、`component_index`（分页组件列表，含 id/type/file）、`pagination`、`leaf_nodes`、`languages`。如果 `pagination.has_more` 为 true，可用 `list_components(session_id, offset, limit)` 查看更多。
+
+**牢记 `session_id`**——后续每一步都需要它。
+
+### 阶段 2：模块聚类
+
+这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
+
+1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
+2. **阅读源码**（组件超过 50 个时）：分批调用 `read_code_components`，每批 15-20 个叶节点 ID，理解各组件的功能和关联
+3. **按以下原则分组**：
+   - 功能内聚：关系紧密的组件放入同一模块
+   - 文件归属：同一文件/目录下的组件倾向归入同一模块
+   - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
+   - 组件 ID 必须原样保留（含 `::` 前缀）
+4. **保存模块树**：调用 `save_module_tree`：
+
+```json
+{
+  "session_id": "<session_id>",
+  "module_tree": {
+    "模块名": {
+      "components": ["file.py::ClassA", "file.py::func_b"],
+      "children": {}
+    }
+  }
+}
+```
+
+返回结果中包含 `processing_order`——叶优先的文档生成顺序。
+
+### 阶段 3：逐模块生成文档
+
+按 `processing_order` 的顺序处理各模块。**先处理叶模块**，再处理父模块。
+
+**每个叶模块**（is_leaf=true）：
+
+1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
+2. 读取源码：`read_code_components` → 该模块所有组件 ID
+3. 如需更多上下文，用 `view_repo_file` 补充读取
+4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
+5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
+
+如果 Mermaid 校验失败，修正语法后用 `edit_doc_file`（`command: "str_replace"`）修改。
+
+**每个父模块**（is_leaf=false）：
+
+1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件
+2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
+3. 综合子模块文档，生成父模块总览
+4. 用 `write_doc_file` 保存
+
+### 阶段 4：生成仓库总览
+
+1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
+2. 用 `view_repo_file` 读取所有已生成的模块文档
+3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
+4. 保存：`write_doc_file` → `filename: "overview.md"`
+
+### 阶段 5：清理
+
+调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
+
+## 增量更新模式
+
+当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段：
+
+```json
+{
+  "changes": {
+    "has_previous": true,
+    "no_changes": false,
+    "method": "git",
+    "changed_files": ["auth.py", "utils.py::hash_password"],
+    "affected_modules": ["认证模块"],
+    "cascade_modules": ["核心系统", "overview"]
+  }
+}
+```
+
+**变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
+
+**增量更新流程**：
+
+1. 调用 `analyze_repo`，检查 `changes` 字段
+2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
+3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
+   - 用 `read_code_components` 读取变更组件的新源码
+   - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
+4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
+5. 最后更新 `overview.md`
+
+增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。相比全量生成，增量更新通常只需处理 1-3 个模块。
+
+## 工具速查表
+
+| 工具 | 用途 |
+|------|------|
+| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引（分页） |
+| `list_components` | 分页浏览组件索引（无需重新分析） |
+| `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
+| `view_repo_file` | 只读浏览仓库文件/目录 |
+| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
+| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` |
+| `save_module_tree` | 保存模块聚类结果 |
+| `get_processing_order` | 获取叶优先的处理顺序 |
+| `get_prompt` | 获取提示词模板：`cluster`、`system_leaf`、`system_complex`、`user`、`overview_module`、`overview_repo` |
+| `close_session` | 关闭会话释放资源（2 小时自动过期） |
+
+## 文档质量标准
+
+- **语言**：默认中文撰写（除非用户指定其他语言）
+- **Mermaid 图表**：每个模块至少 1 个架构图，优先使用 `graph TD` 或 `graph LR`
+- **交叉引用**：引用其他模块时使用 `[模块名](模块名.md)` 格式
+- **代码示例**：关键函数/类展示签名和简要用法
+- **篇幅**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
+
+## Mermaid 语法规范
+
+```mermaid
+graph TD
+    A[组件A] --> B[组件B]
+    A --> C[组件C]
+```
+
+- 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
+- 节点标签用方括号包裹：`A[显示文本]`
+- 子图语法：`subgraph 标题 ... end`
+- 禁止使用 `click`、`linkStyle` 等交互语法
+
+## 错误处理
+
+- **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
+- **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
+- **大型仓库（>10 万行）**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围
+- **组件 ID 格式**：始终使用 `component_index` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
diff --git a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
index 4a8ac2ff..443e6ad2 100644
--- a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
+++ b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
@@ -6,11 +6,11 @@ version: 1.0.0
 
 # CodeWiki 文档生成器
 
-你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 9 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 10 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
 
 ## 前置条件
 
-开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 9 个工具：`analyze_repo`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 10 个工具：`analyze_repo`、`list_components`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
 
 如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
 
@@ -37,7 +37,7 @@ cd CodeWiki-CN && pip install -e .
 { "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
 ```
 
-返回内容：`session_id`、`component_index`（组件列表，含 id/type/file/depends_on）、`leaf_nodes`、`languages`。
+返回内容：`session_id`、`component_index`（分页组件列表，含 id/type/file）、`pagination`、`leaf_nodes`、`languages`。如果 `pagination.has_more` 为 true，可用 `list_components(session_id, offset, limit)` 查看更多。
 
 **牢记 `session_id`**——后续每一步都需要它。
 
@@ -135,7 +135,8 @@ cd CodeWiki-CN && pip install -e .
 
 | 工具 | 用途 |
 |------|------|
-| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引 |
+| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引（分页） |
+| `list_components` | 分页浏览组件索引（无需重新分析） |
 | `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
 | `view_repo_file` | 只读浏览仓库文件/目录 |
 | `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
diff --git a/codewiki/mcp/server.py b/codewiki/mcp/server.py
index cc7c6ac4..cfed8fb5 100644
--- a/codewiki/mcp/server.py
+++ b/codewiki/mcp/server.py
@@ -5,6 +5,7 @@
 
 **Fine-grained tools (IDE-driven, zero LLM config):**
   - ``analyze_repo``      — Parse a repo and build a dependency graph (session-based)
+  - ``list_components``   — Paginated browsing of the component index
   - ``read_code_components`` — Read source code for given component IDs
   - ``view_repo_file``    — Read-only file/directory browsing
   - ``write_doc_file``    — Create a documentation .md file with Mermaid validation
@@ -97,10 +98,44 @@ def _fine_grained_tools() -> list[Tool]:
                         "type": "string",
                         "description": "Comma-separated patterns to exclude (e.g., '*test*,*spec*')",
                     },
+                    "offset": {
+                        "type": "integer",
+                        "description": "Pagination offset for component index (default: 0)",
+                    },
+                    "limit": {
+                        "type": "integer",
+                        "description": "Max components to return per page (default: 100, max: 200)",
+                    },
                 },
                 "required": ["repo_path"],
             },
         ),
+        Tool(
+            name="list_components",
+            description=(
+                "Browse the component index from an existing analyze_repo session. "
+                "Returns a paginated slice with component id, type, and file path. "
+                "Use this instead of re-running analyze_repo to see more components."
+            ),
+            inputSchema={
+                "type": "object",
+                "properties": {
+                    "session_id": {
+                        "type": "string",
+                        "description": "Session ID from analyze_repo",
+                    },
+                    "offset": {
+                        "type": "integer",
+                        "description": "Pagination offset (default: 0)",
+                    },
+                    "limit": {
+                        "type": "integer",
+                        "description": "Max components to return per page (default: 100)",
+                    },
+                },
+                "required": ["session_id"],
+            },
+        ),
         Tool(
             name="read_code_components",
             description=(
@@ -388,6 +423,10 @@ async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:
             from codewiki.mcp.tools.code_reader import handle_read_code_components
             return [_text(handle_read_code_components(arguments, _store))]
 
+        elif name == "list_components":
+            from codewiki.mcp.tools.analysis import handle_list_components
+            return [_text(handle_list_components(arguments, _store))]
+
         elif name == "view_repo_file":
             from codewiki.mcp.tools.code_reader import handle_view_repo_file
             return [_text(handle_view_repo_file(arguments, _store))]
diff --git a/codewiki/mcp/tools/analysis.py b/codewiki/mcp/tools/analysis.py
index 4e29b516..67cf26a2 100644
--- a/codewiki/mcp/tools/analysis.py
+++ b/codewiki/mcp/tools/analysis.py
@@ -20,21 +20,36 @@
 logger = logging.getLogger(__name__)
 
 
-def _build_component_index(components: Dict[str, Any], max_items: int = 500) -> Tuple[list, bool]:
+def _build_component_index(
+    components: Dict[str, Any],
+    offset: int = 0,
+    limit: int = 100,
+) -> Tuple[list, Dict[str, int]]:
     """Build a lightweight component index for the MCP response.
 
-    Returns (index_list, truncated) where *truncated* is True when the
-    index was capped at *max_items*.
+    Returns (index_list, pagination_info).  Each entry only carries *id*,
+    *type*, and *file* — dependency details are available on demand via
+    ``read_code_components``.
     """
+    all_ids = list(components.keys())
+    total = len(all_ids)
+    limit = min(max(limit, 1), 200)  # clamp to [1, 200]
+    page_ids = all_ids[offset : offset + limit]
     index: list[dict] = []
-    for comp_id, node in list(components.items())[:max_items]:
+    for comp_id in page_ids:
+        node = components[comp_id]
         index.append({
             "id": comp_id,
             "type": getattr(node, "component_type", "unknown"),
             "file": getattr(node, "relative_path", ""),
-            "depends_on": list(getattr(node, "depends_on", []))[:20],
         })
-    return index, len(components) > max_items
+    pagination = {
+        "total": total,
+        "offset": offset,
+        "limit": limit,
+        "has_more": (offset + limit) < total,
+    }
+    return index, pagination
 
 
 # ---------------------------------------------------------------------------
@@ -286,7 +301,10 @@ def handle_analyze_repo(
         leaf_nodes=leaf_nodes,
     )
 
-    index, truncated = _build_component_index(components)
+    # Pagination for the component index
+    offset = int(arguments.get("offset", 0))
+    limit = int(arguments.get("limit", 100))
+    index, pagination = _build_component_index(components, offset=offset, limit=limit)
 
     # Language stats
     languages: Dict[str, int] = {}
@@ -305,9 +323,9 @@ def handle_analyze_repo(
         "languages": languages,
         "total_components": len(components),
         "total_leaf_nodes": len(leaf_nodes),
-        "leaf_nodes": leaf_nodes[:100],
+        "leaf_nodes": leaf_nodes[:50],
         "component_index": index,
-        "component_index_truncated": truncated,
+        "pagination": pagination,
         "changes": changes,
         "hint": (
             "Use read_code_components(session_id, component_ids) to read source code. "
@@ -315,6 +333,11 @@ def handle_analyze_repo(
             "Call get_prompt('cluster') for clustering rules."
         ),
     }
+    if pagination["has_more"]:
+        result["hint"] += (
+            f" Component index has {pagination['total']} items; "
+            f"call analyze_repo again with offset={offset + limit} to see the next page."
+        )
     if changes and not changes.get("no_changes"):
         result["hint"] = (
             "Incremental update detected. Only update affected modules listed in "
@@ -322,3 +345,26 @@ def handle_analyze_repo(
             "Refresh cascade parent modules in 'changes.cascade_modules'."
         )
     return json.dumps(result, indent=2, ensure_ascii=False)
+
+
+def handle_list_components(
+    arguments: Dict[str, Any],
+    store: SessionStore,
+) -> str:
+    """Return a paginated slice of the component index from an existing session."""
+    session = store.get(arguments["session_id"])
+    if session is None:
+        return json.dumps({"error": "Session not found or expired."})
+
+    offset = int(arguments.get("offset", 0))
+    limit = int(arguments.get("limit", 100))
+    index, pagination = _build_component_index(
+        session.components, offset=offset, limit=limit,
+    )
+
+    result = {
+        "session_id": session.session_id,
+        "component_index": index,
+        "pagination": pagination,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)

From d3fdcca09b086ff699901fbfa81f585c44550bb1 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Sun, 21 Jun 2026 19:03:57 +0800
Subject: [PATCH 20/26] fix: run sync MCP handlers in thread pool, prevent
 mermaid validation hang
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Wrap synchronous tool handlers in asyncio.to_thread() to avoid
  blocking the event loop (analyze_repo excluded — Tree-sitter C
  extensions are not thread-safe)
- Disable mermaid-py validation by default (set MERMAID_VALIDATE=1
  to enable), add 15s timeout to prevent indefinite hangs
---
 codewiki/mcp/server.py   | 17 +++++++++++------
 codewiki/src/be/utils.py | 17 ++++++++++++++++-
 2 files changed, 27 insertions(+), 7 deletions(-)

diff --git a/codewiki/mcp/server.py b/codewiki/mcp/server.py
index cfed8fb5..bfac7b67 100644
--- a/codewiki/mcp/server.py
+++ b/codewiki/mcp/server.py
@@ -415,21 +415,26 @@ async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:
     """Route tool calls to the appropriate handler."""
     try:
         # --- Fine-grained tools (no LLM config needed) ---
+        # Synchronous handlers run via asyncio.to_thread() so they never
+        # block the event loop (which would hang the MCP stdio server).
         if name == "analyze_repo":
             from codewiki.mcp.tools.analysis import handle_analyze_repo
+            # NOTE: Tree-sitter C extensions are not thread-safe, so this
+            # must run on the main thread (blocking the event loop is
+            # acceptable for this one-time heavy operation).
             return [_text(handle_analyze_repo(arguments, _store))]
 
         elif name == "read_code_components":
             from codewiki.mcp.tools.code_reader import handle_read_code_components
-            return [_text(handle_read_code_components(arguments, _store))]
+            return [_text(await asyncio.to_thread(handle_read_code_components, arguments, _store))]
 
         elif name == "list_components":
             from codewiki.mcp.tools.analysis import handle_list_components
-            return [_text(handle_list_components(arguments, _store))]
+            return [_text(await asyncio.to_thread(handle_list_components, arguments, _store))]
 
         elif name == "view_repo_file":
             from codewiki.mcp.tools.code_reader import handle_view_repo_file
-            return [_text(handle_view_repo_file(arguments, _store))]
+            return [_text(await asyncio.to_thread(handle_view_repo_file, arguments, _store))]
 
         elif name == "write_doc_file":
             from codewiki.mcp.tools.doc_writer import handle_write_doc_file
@@ -443,15 +448,15 @@ async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:
 
         elif name == "save_module_tree":
             from codewiki.mcp.tools.module_tree import handle_save_module_tree
-            return [_text(handle_save_module_tree(arguments, _store))]
+            return [_text(await asyncio.to_thread(handle_save_module_tree, arguments, _store))]
 
         elif name == "get_processing_order":
             from codewiki.mcp.tools.module_tree import handle_get_processing_order
-            return [_text(handle_get_processing_order(arguments, _store))]
+            return [_text(await asyncio.to_thread(handle_get_processing_order, arguments, _store))]
 
         elif name == "get_prompt":
             from codewiki.mcp.tools.prompt_server import handle_get_prompt
-            return [_text(handle_get_prompt(arguments, _store))]
+            return [_text(await asyncio.to_thread(handle_get_prompt, arguments, _store))]
 
         elif name == "close_session":
             sid = arguments["session_id"]
diff --git a/codewiki/src/be/utils.py b/codewiki/src/be/utils.py
index 02fac183..2221be76 100644
--- a/codewiki/src/be/utils.py
+++ b/codewiki/src/be/utils.py
@@ -1,4 +1,5 @@
 import asyncio
+import os
 import re
 import sys
 import threading
@@ -150,6 +151,12 @@ def extract_mermaid_blocks(content: str) -> List[Tuple[int, str]]:
 # Skip it proactively so SpiderMonkey is never loaded into the process.
 _PYTHONMONKEY_BROKEN = sys.version_info >= (3, 12)
 
+# mermaid-py spawns a Node.js subprocess that can hang indefinitely (e.g. when
+# Node.js is missing or the mermaid CLI is misconfigured).  Default to
+# disabled; set MERMAID_VALIDATE=1 to enable.
+_MERMAID_PY_BROKEN = os.environ.get("MERMAID_VALIDATE", "0") != "1"
+_MERMAID_PY_PROBED = True  # Skip probing — rely on env var
+
 
 async def _try_pythonmonkey_parse(diagram_content: str) -> str | None:
     """Attempt to parse via PythonMonkey/mermaid-parser-py.
@@ -232,8 +239,16 @@ async def validate_single_diagram(diagram_content: str, diagram_num: int, line_s
     """
     core_error = await _try_pythonmonkey_parse(diagram_content)
     if core_error is None:
+        # Both PythonMonkey (3.12+) and mermaid-py (env disabled) are unavailable
+        if _MERMAID_PY_BROKEN:
+            return ""  # Skip validation gracefully
         try:
-            core_error = _parse_via_mermaid_py(diagram_content)
+            core_error = await asyncio.wait_for(
+                asyncio.to_thread(_parse_via_mermaid_py, diagram_content),
+                timeout=15.0,
+            )
+        except asyncio.TimeoutError:
+            return ""  # Graceful skip on timeout
         except Exception as e:
             return f"  Diagram {diagram_num}: Exception during validation - {str(e)}"
 

From 30c31df66c6a4ef0570b43881bb4fd93f03ff5b3 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Mon, 22 Jun 2026 08:07:38 +0800
Subject: [PATCH 21/26] fix: security hardening and stability improvements for
 MCP tools

- Fix shell injection in view_repo_file: replace shell=True subprocess
  with pathlib iteration
- Add path traversal guards in view_repo_file, write_doc_file,
  edit_doc_file (reject paths escaping repo/output dir)
- Add threading.Lock to SessionStore for concurrent access safety
- Cap max sessions to 10, evict oldest when full
- Cap read_code_components to 50 IDs per call
- Cap edit history to 20 entries per file
- Store edit history as native dict instead of JSON string
- Fix undo to run Mermaid validation after reverting content
- Fix Mermaid validation to report "skipped" instead of false success
- Fix Mermaid timeout to warn instead of silent pass
- Fix pagination hint to point to list_components instead of analyze_repo
- Clamp offset to non-negative in _build_component_index
- Add smoke test covering all critical paths (25 assertions)
---
 codewiki/mcp/session.py           |  65 +++++----
 codewiki/mcp/tools/analysis.py    |   5 +-
 codewiki/mcp/tools/code_reader.py |  64 +++++++--
 codewiki/mcp/tools/doc_writer.py  |  89 +++++++++----
 codewiki/src/be/utils.py          |   5 +-
 tests/smoke_test_mcp.py           | 212 ++++++++++++++++++++++++++++++
 6 files changed, 374 insertions(+), 66 deletions(-)
 create mode 100644 tests/smoke_test_mcp.py

diff --git a/codewiki/mcp/session.py b/codewiki/mcp/session.py
index ca7d8f53..549d97eb 100644
--- a/codewiki/mcp/session.py
+++ b/codewiki/mcp/session.py
@@ -8,10 +8,10 @@
 
 from __future__ import annotations
 
+import threading
 import time
 import uuid
 from dataclasses import dataclass, field
-from pathlib import Path
 from typing import Any, Dict, List, Optional
 
 from codewiki.src.be.dependency_analyzer.models.core import Node
@@ -20,6 +20,9 @@
 # Sessions auto-expire after this many seconds of inactivity.
 _SESSION_TTL_SECONDS = 2 * 60 * 60  # 2 hours
 
+# Maximum concurrent sessions to prevent unbounded memory growth.
+_MAX_SESSIONS = 10
+
 
 @dataclass
 class SessionState:
@@ -45,10 +48,11 @@ def is_expired(self) -> bool:
 
 
 class SessionStore:
-    """In-memory store for all active MCP sessions."""
+    """In-memory store for all active MCP sessions (thread-safe)."""
 
     def __init__(self) -> None:
         self._sessions: Dict[str, SessionState] = {}
+        self._lock = threading.Lock()
 
     def create(
         self,
@@ -58,35 +62,48 @@ def create(
         leaf_nodes: List[str],
     ) -> SessionState:
         """Create a new session and return it."""
-        session_id = uuid.uuid4().hex[:12]
-        state = SessionState(
-            session_id=session_id,
-            repo_path=repo_path,
-            output_dir=output_dir,
-            components=components,
-            leaf_nodes=leaf_nodes,
-        )
-        self._sessions[session_id] = state
-        self._purge_expired()
-        return state
+        with self._lock:
+            self._purge_expired_locked()
+            # Evict oldest if at capacity
+            if len(self._sessions) >= _MAX_SESSIONS:
+                oldest_id = min(
+                    self._sessions,
+                    key=lambda sid: self._sessions[sid].last_accessed,
+                )
+                del self._sessions[oldest_id]
+            session_id = uuid.uuid4().hex[:12]
+            # Ensure no collision
+            while session_id in self._sessions:
+                session_id = uuid.uuid4().hex[:12]
+            state = SessionState(
+                session_id=session_id,
+                repo_path=repo_path,
+                output_dir=output_dir,
+                components=components,
+                leaf_nodes=leaf_nodes,
+            )
+            self._sessions[session_id] = state
+            return state
 
     def get(self, session_id: str) -> Optional[SessionState]:
         """Return the session or ``None`` if not found / expired."""
-        state = self._sessions.get(session_id)
-        if state is None:
-            return None
-        if state.is_expired:
-            del self._sessions[session_id]
-            return None
-        state.touch()
-        return state
+        with self._lock:
+            state = self._sessions.get(session_id)
+            if state is None:
+                return None
+            if state.is_expired:
+                del self._sessions[session_id]
+                return None
+            state.touch()
+            return state
 
     def remove(self, session_id: str) -> bool:
         """Remove a session.  Returns True if it existed."""
-        return self._sessions.pop(session_id, None) is not None
+        with self._lock:
+            return self._sessions.pop(session_id, None) is not None
 
-    def _purge_expired(self) -> None:
-        """Remove all expired sessions."""
+    def _purge_expired_locked(self) -> None:
+        """Remove all expired sessions.  Caller must hold _lock."""
         expired = [sid for sid, s in self._sessions.items() if s.is_expired]
         for sid in expired:
             del self._sessions[sid]
diff --git a/codewiki/mcp/tools/analysis.py b/codewiki/mcp/tools/analysis.py
index 67cf26a2..45f83de1 100644
--- a/codewiki/mcp/tools/analysis.py
+++ b/codewiki/mcp/tools/analysis.py
@@ -33,7 +33,8 @@ def _build_component_index(
     """
     all_ids = list(components.keys())
     total = len(all_ids)
-    limit = min(max(limit, 1), 200)  # clamp to [1, 200]
+    offset = max(0, int(offset))       # prevent negative-index wrapping
+    limit = min(max(int(limit), 1), 200)  # clamp to [1, 200]
     page_ids = all_ids[offset : offset + limit]
     index: list[dict] = []
     for comp_id in page_ids:
@@ -336,7 +337,7 @@ def handle_analyze_repo(
     if pagination["has_more"]:
         result["hint"] += (
             f" Component index has {pagination['total']} items; "
-            f"call analyze_repo again with offset={offset + limit} to see the next page."
+            f"call list_components(session_id='{session.session_id}', offset={offset + limit}) to see the next page."
         )
     if changes and not changes.get("no_changes"):
         result["hint"] = (
diff --git a/codewiki/mcp/tools/code_reader.py b/codewiki/mcp/tools/code_reader.py
index 5bce49bd..7c9196b1 100644
--- a/codewiki/mcp/tools/code_reader.py
+++ b/codewiki/mcp/tools/code_reader.py
@@ -8,10 +8,8 @@
 
 import json
 import logging
-import os
-import subprocess
 from pathlib import Path
-from typing import Any, Dict, List, Optional
+from typing import Any, Dict, List
 
 from codewiki.mcp.session import SessionState, SessionStore
 
@@ -20,6 +18,9 @@
 # Truncation guard for very large responses
 _MAX_RESPONSE_LEN = 32000
 
+# Max components per read_code_components call
+_MAX_COMPONENTS_PER_CALL = 50
+
 
 def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:
     if len(text) <= limit:
@@ -27,6 +28,15 @@ def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:
     return text[:limit] + "\n\n<response clipped — use view_repo_file with view_range to read more>"
 
 
+def _is_within(path: Path, base: Path) -> bool:
+    """Return True if *path* resolves to somewhere inside *base*."""
+    try:
+        path.resolve().relative_to(base.resolve())
+        return True
+    except ValueError:
+        return False
+
+
 def handle_read_code_components(
     arguments: Dict[str, Any],
     store: SessionStore,
@@ -38,8 +48,11 @@ def handle_read_code_components(
         return json.dumps({"error": f"Session {session_id} not found or expired."})
 
     component_ids: List[str] = arguments["component_ids"]
-    components = session.components
+    # Cap the number of components to avoid oversized responses
+    if len(component_ids) > _MAX_COMPONENTS_PER_CALL:
+        component_ids = component_ids[:_MAX_COMPONENTS_PER_CALL]
 
+    components = session.components
     results = []
     for cid in component_ids:
         node = components.get(cid)
@@ -52,6 +65,8 @@ def handle_read_code_components(
             results.append(f"## {cid} ({getattr(node, 'component_type', '')})\n```{fence}\n{code}\n```\n")
 
     output = "\n".join(results)
+    if len(arguments["component_ids"]) > _MAX_COMPONENTS_PER_CALL:
+        output = f"<only first {_MAX_COMPONENTS_PER_CALL} components shown; call again with the remaining IDs>\n\n" + output
     return _maybe_truncate(output)
 
 
@@ -66,20 +81,43 @@ def handle_view_repo_file(
         return json.dumps({"error": f"Session {session_id} not found or expired."})
 
     rel_path = arguments["path"]
-    abs_path = Path(session.repo_path) / rel_path
+    repo_base = Path(session.repo_path).resolve()
+    abs_path = (repo_base / rel_path).resolve()
+
+    # Path traversal guard
+    if not _is_within(abs_path, repo_base):
+        return json.dumps({"error": "Path escapes repository directory."})
 
     if not abs_path.exists():
         return json.dumps({"error": f"Path not found: {rel_path}"})
 
-    # Directory listing
+    # Directory listing — use pathlib instead of shelling out
     if abs_path.is_dir():
-        out = subprocess.run(
-            rf"find {abs_path} -maxdepth 2 -not -path '*/\.*'",
-            shell=True,
-            capture_output=True,
-        )
-        listing = out.stdout.decode("utf-8", errors="replace")
-        listing = listing.replace(str(abs_path), rel_path)
+        entries: list[str] = []
+        for child in sorted(abs_path.iterdir()):
+            if child.name.startswith("."):
+                continue
+            rel_child = child.relative_to(repo_base)
+            suffix = "/" if child.is_dir() else ""
+            entries.append(f"{rel_child}{suffix}")
+        # Also list one level deeper if there aren't too many entries
+        if len(entries) <= 50:
+            expanded: list[str] = []
+            for child in sorted(abs_path.iterdir()):
+                if child.name.startswith("."):
+                    continue
+                rel_child = child.relative_to(repo_base)
+                suffix = "/" if child.is_dir() else ""
+                expanded.append(f"{rel_child}{suffix}")
+                if child.is_dir():
+                    for sub in sorted(child.iterdir()):
+                        if sub.name.startswith("."):
+                            continue
+                        rel_sub = sub.relative_to(repo_base)
+                        sub_suffix = "/" if sub.is_dir() else ""
+                        expanded.append(f"  {rel_sub}{sub_suffix}")
+            entries = expanded
+        listing = "\n".join(entries)
         return f"Directory listing for {rel_path}:\n{listing}"
 
     # File view
diff --git a/codewiki/mcp/tools/doc_writer.py b/codewiki/mcp/tools/doc_writer.py
index ce5f35db..14bad977 100644
--- a/codewiki/mcp/tools/doc_writer.py
+++ b/codewiki/mcp/tools/doc_writer.py
@@ -6,17 +6,43 @@
 
 from __future__ import annotations
 
-import asyncio
 import json
 import logging
-import os
 from pathlib import Path
-from typing import Any, Dict, Optional
+from typing import Any, Dict
 
 from codewiki.mcp.session import SessionState, SessionStore
 
 logger = logging.getLogger(__name__)
 
+# Max edit history entries per file (prevent unbounded memory growth)
+_MAX_HISTORY_PER_FILE = 20
+
+
+def _is_within(path: Path, base: Path) -> bool:
+    """Return True if *path* resolves to somewhere inside *base*."""
+    try:
+        path.resolve().relative_to(base.resolve())
+        return True
+    except ValueError:
+        return False
+
+
+def _safe_doc_path(session: SessionState, filename: str) -> Path | None:
+    """Resolve *filename* within session.output_dir, guarding against traversal."""
+    if not filename.endswith(".md"):
+        filename += ".md"
+    output_base = Path(session.output_dir).resolve()
+    doc_path = (output_base / filename).resolve()
+    if not _is_within(doc_path, output_base):
+        return None
+    return doc_path
+
+
+def _ensure_parent_dirs(path: Path) -> None:
+    """Create parent directories if they don't exist."""
+    path.parent.mkdir(parents=True, exist_ok=True)
+
 
 async def _validate_mermaid(file_path: str, relative_path: str) -> str:
     """Run Mermaid validation and return the result string."""
@@ -27,9 +53,20 @@ async def _validate_mermaid(file_path: str, relative_path: str) -> str:
         return f"Mermaid validation skipped: {e}"
 
 
-def _ensure_parent_dirs(path: Path) -> None:
-    """Create parent directories if they don't exist."""
-    path.parent.mkdir(parents=True, exist_ok=True)
+def _save_history(session: SessionState, doc_path: Path, content: str) -> None:
+    """Append *content* to edit history for *doc_path*, capped at _MAX_HISTORY_PER_FILE."""
+    history = session.registry.get("file_history")
+    if history is None:
+        history = {}
+    elif isinstance(history, str):
+        history = json.loads(history)
+    key = str(doc_path)
+    entry = history.setdefault(key, [])
+    entry.append(content)
+    # Trim to last N entries
+    if len(entry) > _MAX_HISTORY_PER_FILE:
+        del entry[: len(entry) - _MAX_HISTORY_PER_FILE]
+    session.registry["file_history"] = history  # keep as native dict
 
 
 async def handle_write_doc_file(
@@ -43,11 +80,12 @@ async def handle_write_doc_file(
         return json.dumps({"error": f"Session {session_id} not found or expired."})
 
     filename = arguments["filename"]
-    if not filename.endswith(".md"):
-        filename += ".md"
+    doc_path = _safe_doc_path(session, filename)
+    if doc_path is None:
+        return json.dumps({"error": "Filename escapes output directory."})
+
     content = arguments["content"]
 
-    doc_path = Path(session.output_dir) / filename
     _ensure_parent_dirs(doc_path)
 
     if doc_path.exists():
@@ -81,36 +119,39 @@ async def handle_edit_doc_file(
         return json.dumps({"error": f"Session {session_id} not found or expired."})
 
     filename = arguments["filename"]
-    if not filename.endswith(".md"):
-        filename += ".md"
+    doc_path = _safe_doc_path(session, filename)
+    if doc_path is None:
+        return json.dumps({"error": "Filename escapes output directory."})
 
-    doc_path = Path(session.output_dir) / filename
     command = arguments["command"]
 
     if command == "undo":
         # Undo via registry history
-        history_key = str(doc_path)
-        history = session.registry.get("file_history", "{}")
-        file_history = json.loads(history) if isinstance(history, str) else history
-        path_history = file_history.get(history_key, [])
+        history = session.registry.get("file_history", {})
+        if isinstance(history, str):
+            history = json.loads(history)
+        path_history = history.get(str(doc_path), [])
         if not path_history:
             return json.dumps({"error": f"No edit history found for {filename}."})
         old_content = path_history.pop()
-        file_history[history_key] = path_history
-        session.registry["file_history"] = json.dumps(file_history)
+        history[str(doc_path)] = path_history
+        session.registry["file_history"] = history
         doc_path.write_text(old_content, encoding="utf-8")
-        return json.dumps({"status": "undone", "filename": filename})
+
+        # Validate Mermaid after undo
+        mermaid_result = await _validate_mermaid(str(doc_path), filename)
+        return json.dumps({
+            "status": "undone",
+            "filename": filename,
+            "mermaid_validation": mermaid_result,
+        }, ensure_ascii=False)
 
     if not doc_path.exists():
         return json.dumps({"error": f"File not found: {filename}. Use write_doc_file to create it."})
 
     # Save current content to history before editing
     current_content = doc_path.read_text(encoding="utf-8")
-    history_key = str(doc_path)
-    history = session.registry.get("file_history", "{}")
-    file_history = json.loads(history) if isinstance(history, str) else history
-    file_history.setdefault(history_key, []).append(current_content)
-    session.registry["file_history"] = json.dumps(file_history)
+    _save_history(session, doc_path, current_content)
 
     if command == "str_replace":
         old_str = arguments.get("old_str")
diff --git a/codewiki/src/be/utils.py b/codewiki/src/be/utils.py
index 2221be76..f3e6e038 100644
--- a/codewiki/src/be/utils.py
+++ b/codewiki/src/be/utils.py
@@ -239,16 +239,15 @@ async def validate_single_diagram(diagram_content: str, diagram_num: int, line_s
     """
     core_error = await _try_pythonmonkey_parse(diagram_content)
     if core_error is None:
-        # Both PythonMonkey (3.12+) and mermaid-py (env disabled) are unavailable
         if _MERMAID_PY_BROKEN:
-            return ""  # Skip validation gracefully
+            return f"  Diagram {diagram_num}: validation skipped (set MERMAID_VALIDATE=1 to enable)"
         try:
             core_error = await asyncio.wait_for(
                 asyncio.to_thread(_parse_via_mermaid_py, diagram_content),
                 timeout=15.0,
             )
         except asyncio.TimeoutError:
-            return ""  # Graceful skip on timeout
+            return f"  Diagram {diagram_num}: validation timed out (15s) — diagram may be invalid"
         except Exception as e:
             return f"  Diagram {diagram_num}: Exception during validation - {str(e)}"
 
diff --git a/tests/smoke_test_mcp.py b/tests/smoke_test_mcp.py
new file mode 100644
index 00000000..c3f75d88
--- /dev/null
+++ b/tests/smoke_test_mcp.py
@@ -0,0 +1,212 @@
+#!/usr/bin/env python3
+"""Smoke test for CodeWiki MCP tools — verifies core functionality after fixes.
+
+Run: python3 tests/smoke_test_mcp.py
+"""
+
+import asyncio
+import json
+import os
+import sys
+import tempfile
+from pathlib import Path
+
+# Ensure codewiki is importable
+sys.path.insert(0, str(Path(__file__).resolve().parent.parent))
+
+from codewiki.mcp.session import SessionStore, SessionState
+from codewiki.mcp.tools.analysis import handle_analyze_repo, handle_list_components
+from codewiki.mcp.tools.code_reader import handle_read_code_components, handle_view_repo_file
+from codewiki.mcp.tools.doc_writer import handle_write_doc_file, handle_edit_doc_file
+
+# Use the repo itself as a test target
+REPO_PATH = str(Path(__file__).resolve().parent.parent)
+
+_passed = 0
+_failed = 0
+
+
+def check(name: str, condition: bool, detail: str = ""):
+    global _passed, _failed
+    if condition:
+        _passed += 1
+        print(f"  PASS: {name}")
+    else:
+        _failed += 1
+        print(f"  FAIL: {name} — {detail}")
+
+
+def main():
+    print("=== CodeWiki MCP Smoke Test ===\n")
+
+    store = SessionStore()
+    output_dir = tempfile.mkdtemp(prefix="codewiki_smoke_")
+
+    # -- 1. analyze_repo --
+    print("[1] analyze_repo")
+    result = json.loads(handle_analyze_repo({
+        "repo_path": REPO_PATH,
+        "output_dir": output_dir,
+        "limit": 5,
+    }, store))
+    check("returns session_id", "session_id" in result, str(result)[:200])
+    check("returns pagination", "pagination" in result, str(result.get("pagination", "")))
+    check("returns component_index", "component_index" in result, str(result.keys()))
+    check("pagination has total", "total" in result.get("pagination", {}), str(result.get("pagination")))
+
+    session_id = result.get("session_id")
+    check("session_id is non-empty", session_id and len(session_id) == 12, str(session_id))
+
+    # -- 2. list_components pagination --
+    print("\n[2] list_components pagination")
+    page1 = json.loads(handle_list_components({
+        "session_id": session_id,
+        "offset": 0,
+        "limit": 5,
+    }, store))
+    check("page1 returns 5 items", len(page1.get("component_index", [])) == 5, str(len(page1.get("component_index", []))))
+
+    page2 = json.loads(handle_list_components({
+        "session_id": session_id,
+        "offset": 5,
+        "limit": 5,
+    }, store))
+    check("page2 returns 5 items", len(page2.get("component_index", [])) == 5, str(len(page2.get("component_index", []))))
+    check("page2 offset != page1", page2["component_index"][0]["id"] != page1["component_index"][0]["id"], "same items returned")
+
+    # -- 3. view_repo_file path traversal guard --
+    print("\n[3] view_repo_file path traversal guard")
+    traversal = json.loads(handle_view_repo_file({
+        "session_id": session_id,
+        "path": "../../etc/passwd",
+    }, store))
+    check("rejects ../../etc/passwd", "error" in traversal, str(traversal))
+
+    abs_traversal = json.loads(handle_view_repo_file({
+        "session_id": session_id,
+        "path": "/etc/passwd",
+    }, store))
+    check("rejects /etc/passwd", "error" in abs_traversal, str(abs_traversal))
+
+    # -- 4. view_repo_file normal read --
+    print("\n[4] view_repo_file normal read")
+    file_view = handle_view_repo_file({
+        "session_id": session_id,
+        "path": "pyproject.toml",
+    }, store)
+    check("reads pyproject.toml", "pyproject" in file_view or "build-system" in file_view, file_view[:100])
+
+    dir_view = handle_view_repo_file({
+        "session_id": session_id,
+        "path": "codewiki/mcp/tools",
+    }, store)
+    check("lists directory", "Directory listing" in dir_view, dir_view[:100])
+
+    # -- 5. write_doc_file path traversal guard --
+    print("\n[5] write_doc_file path traversal guard")
+    traversal_write = json.loads(asyncio.run(handle_write_doc_file_wrapper({
+        "session_id": session_id,
+        "filename": "../../evil.md",
+        "content": "pwned",
+    }, store)))
+    check("rejects ../../evil.md", "error" in traversal_write, str(traversal_write))
+
+    # -- 6. write_doc_file normal write --
+    print("\n[6] write_doc_file normal write")
+    normal_write = json.loads(asyncio.run(handle_write_doc_file_wrapper({
+        "session_id": session_id,
+        "filename": "test_doc.md",
+        "content": "# Test\n\n```mermaid\ngraph TD\n  A[Hello] --> B[World]\n```\n",
+    }, store)))
+    check("creates test_doc.md", normal_write.get("status") == "created", str(normal_write))
+    check("file exists on disk", (Path(output_dir) / "test_doc.md").exists(), "")
+
+    # -- 7. edit_doc_file str_replace --
+    print("\n[7] edit_doc_file str_replace")
+    edit_result = json.loads(asyncio.run(handle_edit_doc_file_wrapper({
+        "session_id": session_id,
+        "filename": "test_doc.md",
+        "command": "str_replace",
+        "old_str": "# Test",
+        "new_str": "# Test Edited",
+    }, store)))
+    check("edits file", edit_result.get("status") == "edited", str(edit_result))
+    edited_content = (Path(output_dir) / "test_doc.md").read_text()
+    check("content updated", "# Test Edited" in edited_content, edited_content[:100])
+
+    # -- 8. edit_doc_file undo --
+    print("\n[8] edit_doc_file undo")
+    undo_result = json.loads(asyncio.run(handle_edit_doc_file_wrapper({
+        "session_id": session_id,
+        "filename": "test_doc.md",
+        "command": "undo",
+    }, store)))
+    check("undone", undo_result.get("status") == "undone", str(undo_result))
+    check("mermaid_validation in undo", "mermaid_validation" in undo_result, str(undo_result.keys()))
+    undone_content = (Path(output_dir) / "test_doc.md").read_text()
+    check("content reverted", "# Test\n" in undone_content, undone_content[:100])
+
+    # -- 9. read_code_components cap --
+    print("\n[9] read_code_components cap")
+    comp_ids = page1["component_index"]
+    if comp_ids:
+        ids = [c["id"] for c in comp_ids] * 20  # 100 IDs, should be capped to 50
+        read_result = handle_read_code_components({
+            "session_id": session_id,
+            "component_ids": ids,
+        }, store)
+        check("caps to 50 components", "only first 50" in read_result, read_result[-100:])
+
+    # -- 10. close_session --
+    print("\n[10] close_session")
+    from codewiki.mcp.server import _store as server_store
+    # Simulate close_session via store directly
+    removed = store.remove(session_id)
+    check("session removed", removed, "")
+    # Verify session is gone
+    gone = store.get(session_id)
+    check("session is None after close", gone is None, "")
+
+    # -- 11. SessionStore thread safety --
+    print("\n[11] SessionStore thread safety")
+    import threading
+    errors = []
+    def worker():
+        try:
+            for _ in range(20):
+                s = store.create("a", "b", {}, [])
+                store.get(s.session_id)
+                store.remove(s.session_id)
+        except Exception as e:
+            errors.append(str(e))
+    threads = [threading.Thread(target=worker) for _ in range(5)]
+    for t in threads:
+        t.start()
+    for t in threads:
+        t.join()
+    check("no concurrent access errors", len(errors) == 0, str(errors[:3]))
+
+    # -- 12. SessionStore max sessions --
+    print("\n[12] SessionStore max sessions")
+    store2 = SessionStore()
+    created = []
+    for i in range(15):
+        s = store2.create(f"repo{i}", f"out{i}", {}, [])
+        created.append(s.session_id)
+    check("max 10 sessions enforced", len(store2._sessions) <= 10, f"got {len(store2._sessions)}")
+
+    # -- Summary --
+    print(f"\n=== Results: {_passed} passed, {_failed} failed ===")
+    return 1 if _failed else 0
+
+
+async def handle_write_doc_file_wrapper(args, store):
+    return await handle_write_doc_file(args, store)
+
+
+async def handle_edit_doc_file_wrapper(args, store):
+    return await handle_edit_doc_file(args, store)
+
+
+if __name__ == "__main__":
+    sys.exit(main())

From 349d69d8a0f1b96d1dd573ed3d74bc4d7ac1dca1 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Mon, 22 Jun 2026 09:54:15 +0800
Subject: [PATCH 22/26] fix: reduce response size limits and write metadata on
 close_session
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Reduce _MAX_RESPONSE_LEN 32000→24000, _MAX_COMPONENTS_PER_CALL 50→20
- Add per-component source truncation at 8000 chars
- Write metadata.json (git commit_id + timestamp) on close_session
  to enable incremental update detection on next analyze_repo
- Update smoke test assertions to match new caps
---
 codewiki/mcp/server.py            | 38 ++++++++++++++++++++++++++++++-
 codewiki/mcp/tools/code_reader.py | 14 +++++++++---
 tests/smoke_test_mcp.py           |  4 ++--
 3 files changed, 50 insertions(+), 6 deletions(-)

diff --git a/codewiki/mcp/server.py b/codewiki/mcp/server.py
index bfac7b67..b9a70aa5 100644
--- a/codewiki/mcp/server.py
+++ b/codewiki/mcp/server.py
@@ -44,7 +44,7 @@
 from mcp.server.stdio import stdio_server
 from mcp.types import TextContent, Tool
 
-from codewiki.mcp.session import SessionStore
+from codewiki.mcp.session import SessionState, SessionStore
 
 logger = logging.getLogger(__name__)
 
@@ -460,6 +460,9 @@ async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:
 
         elif name == "close_session":
             sid = arguments["session_id"]
+            session = _store.get(sid)
+            if session:
+                _write_generation_metadata(session)
             removed = _store.remove(sid)
             return [_text(json.dumps({
                 "status": "closed" if removed else "not_found",
@@ -599,6 +602,39 @@ def _text(content: str) -> TextContent:
     return TextContent(type="text", text=content)
 
 
+def _write_generation_metadata(session: SessionState) -> None:
+    """Write ``metadata.json`` to the session's output directory.
+
+    Records the current git commit and timestamp so that
+    :func:`_detect_changes` can diff against this baseline on the next
+    ``analyze_repo`` call, enabling incremental updates.
+    """
+    try:
+        output_dir = Path(session.output_dir)
+        repo_path = Path(session.repo_path)
+
+        commit_id: str | None = None
+        try:
+            import git
+            repo = git.Repo(repo_path, search_parent_directories=True)
+            commit_id = repo.head.commit.hexsha
+        except Exception:
+            pass
+
+        from datetime import datetime
+        metadata = {
+            "generation_info": {
+                "commit_id": commit_id,
+                "timestamp": datetime.now().isoformat(),
+            },
+        }
+        (output_dir / "metadata.json").write_text(
+            json.dumps(metadata, indent=2, ensure_ascii=False)
+        )
+    except Exception as e:
+        logger.warning("Failed to write metadata.json: %s", e)
+
+
 # ===================================================================
 #  Entry point
 # ===================================================================
diff --git a/codewiki/mcp/tools/code_reader.py b/codewiki/mcp/tools/code_reader.py
index 7c9196b1..5675602d 100644
--- a/codewiki/mcp/tools/code_reader.py
+++ b/codewiki/mcp/tools/code_reader.py
@@ -15,11 +15,14 @@
 
 logger = logging.getLogger(__name__)
 
-# Truncation guard for very large responses
-_MAX_RESPONSE_LEN = 32000
+# Truncation guard for very large responses (leave room for LLM output)
+_MAX_RESPONSE_LEN = 24000
 
 # Max components per read_code_components call
-_MAX_COMPONENTS_PER_CALL = 50
+_MAX_COMPONENTS_PER_CALL = 20
+
+# Max chars of source code per component (large files truncated)
+_MAX_COMPONENT_SOURCE_LEN = 8000
 
 
 def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:
@@ -62,6 +65,11 @@ def handle_read_code_components(
             lang = getattr(node, "language", "")
             fence = lang if lang else ""
             code = getattr(node, "source_code", "").strip()
+            if len(code) > _MAX_COMPONENT_SOURCE_LEN:
+                code = code[:_MAX_COMPONENT_SOURCE_LEN] + (
+                    f"\n\n... <truncated {len(code) - _MAX_COMPONENT_SOURCE_LEN} chars; "
+                    f"use view_repo_file to read the full source>"
+                )
             results.append(f"## {cid} ({getattr(node, 'component_type', '')})\n```{fence}\n{code}\n```\n")
 
     output = "\n".join(results)
diff --git a/tests/smoke_test_mcp.py b/tests/smoke_test_mcp.py
index c3f75d88..c0187a8e 100644
--- a/tests/smoke_test_mcp.py
+++ b/tests/smoke_test_mcp.py
@@ -150,12 +150,12 @@ def main():
     print("\n[9] read_code_components cap")
     comp_ids = page1["component_index"]
     if comp_ids:
-        ids = [c["id"] for c in comp_ids] * 20  # 100 IDs, should be capped to 50
+        ids = [c["id"] for c in comp_ids] * 20  # 100 IDs, should be capped to 20
         read_result = handle_read_code_components({
             "session_id": session_id,
             "component_ids": ids,
         }, store)
-        check("caps to 50 components", "only first 50" in read_result, read_result[-100:])
+        check("caps to 20 components", "only first 20" in read_result, read_result[:100])
 
     # -- 10. close_session --
     print("\n[10] close_session")

From d07d3fd2edea0b3896881c62f1f77c50d40844cf Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Mon, 22 Jun 2026 09:54:19 +0800
Subject: [PATCH 23/26] docs: update wiki for MCP security hardening and
 pagination changes
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Rewrite MCP 服务.md: add list_components tool, thread-safe SessionStore,
  path traversal guards, incremental update mechanism, multi-layer truncation
- Update 后端核心.md: document mermaid validation degradation strategy
- Update overview.md: tool count 9→10, MCP module component count 27→38
- Refresh module_tree.json with new MCP components
---
 "repowiki/MCP \346\234\215\345\212\241.md"    |  94 ++-
 repowiki/first_module_tree.json               |  43 +-
 repowiki/metadata.json                        |   6 +
 repowiki/module_tree.json                     |  43 +-
 repowiki/overview.md                          |   4 +-
 .../CodeWiki_CN_dependency_graph.json         | 759 ++++++++++++------
 ...16\347\253\257\346\240\270\345\277\203.md" |   5 +-
 7 files changed, 655 insertions(+), 299 deletions(-)
 create mode 100644 repowiki/metadata.json

diff --git "a/repowiki/MCP \346\234\215\345\212\241.md" "b/repowiki/MCP \346\234\215\345\212\241.md"
index 800f6a7c..77a9b861 100644
--- "a/repowiki/MCP \346\234\215\345\212\241.md"	
+++ "b/repowiki/MCP \346\234\215\345\212\241.md"	
@@ -22,6 +22,7 @@ graph TD
     STORE --> SS[SessionState]
     
     A --> DBG[DependencyGraphBuilder]
+    A --> DC[_detect_changes]
     DW --> MV[Mermaid Validation]
     PS --> PT[prompt_template.py]
 ```
@@ -34,11 +35,14 @@ graph TD
 |------|------|
 | `main()` | 启动 MCP server，通过 stdio transport 与 AI IDE 通信 |
 | `list_tools()` | 列出所有可用工具：`_fine_grained_tools()` + `_legacy_tools()` |
-| `call_tool(name, arguments)` | 路由工具调用到对应 handler，按名称分发 |
-| `_fine_grained_tools()` | 返回 9 个细粒度工具定义（见下方工具列表） |
+| `call_tool(name, arguments)` | 路由工具调用到对应 handler，同步 handler 通过 `asyncio.to_thread()` 异步化 |
+| `_fine_grained_tools()` | 返回 10 个细粒度工具定义（见下方工具列表） |
 | `_legacy_tools()` | 返回 2 个旧版工具：`generate_docs`（需 LLM 配置）、`get_module_tree` |
 | `_load_config()` | 为 legacy 工具加载 CodeWiki 配置 |
 | `_text(content)` | 将字符串包装为 MCP TextContent |
+| `_write_generation_metadata(session)` | 在 close_session 时写入 metadata.json（含 git commit_id + timestamp），支持增量更新 |
+
+**线程模型**：`analyze_repo` 因 Tree-sitter C 扩展非线程安全，在主线程同步执行；其余同步 handler 均通过 `asyncio.to_thread()` 包装，避免阻塞事件循环。异步 handler（`write_doc_file`、`edit_doc_file`）直接 await 调用。
 
 ### session.py — 会话管理
 
@@ -48,42 +52,61 @@ graph TD
 
 | 字段 | 说明 |
 |------|------|
-| `session_id` | 12 位 UUID hex |
+| `session_id` | 12 位 UUID hex（碰撞安全生成） |
 | `repo_path` | 仓库绝对路径 |
 | `output_dir` | 文档输出目录 |
 | `components` | `dict[str, Node]` 组件索引 |
 | `leaf_nodes` | 叶节点 ID 列表 |
 | `module_tree` | 模块聚类树（阶段 2 填充） |
-| `registry` | 跨工具共享的键值注册表 |
+| `registry` | 跨工具共享的键值注册表（含编辑历史） |
 | `created_at` / `last_accessed` | 时间戳，用于过期检测 |
 
 #### SessionStore
 
-内存会话存储，支持创建、获取（带过期检测）、删除和过期清理。
+线程安全的内存会话存储，所有方法通过 `threading.Lock` 保护：
+
+| 方法 | 说明 |
+|------|------|
+| `create()` | 创建新会话，先清理过期会话，满额时淘汰最旧会话（`_MAX_SESSIONS=10`） |
+| `get()` | 获取会话并更新 `last_accessed`，过期则自动删除 |
+| `remove()` | 删除指定会话 |
+| `_purge_expired_locked()` | 清理所有过期会话（调用方持锁） |
+
+关键常量：`_SESSION_TTL_SECONDS = 7200`（2 小时）、`_MAX_SESSIONS = 10`。UUID 生成使用 `while` 循环确保无碰撞。
 
 ### 工具处理器
 
-#### analysis.py — 仓库分析
+#### analysis.py — 仓库分析与增量更新
 
-- `handle_analyze_repo()`：创建最小化 Config → 调用 `DependencyGraphBuilder` 构建依赖图 → 创建 SessionState → 构建组件索引
-- `_build_component_index()`：将组件字典转为轻量 JSON，最多 500 条，含截断标记
+- `handle_analyze_repo()`：创建最小化 Config → 调用 `DependencyGraphBuilder` 构建依赖图 → 创建 SessionState → 构建分页组件索引 → 检测增量变更
+- `handle_list_components()`：从已有会话分页浏览组件索引，无需重新分析仓库
+- `_build_component_index(components, offset, limit)`：将组件字典转为轻量 JSON，返回 `(index_list, pagination_info)`，每条仅含 `id`/`type`/`file`，`limit` 范围 [1, 200]
+- `_detect_changes(repo_path, output_dir)`：增量更新检测，返回变更文件和受影响模块
+- `_detect_via_git()`：基于 git diff 检测已提交变更 + `git status` 检测未提交变更
+- `_detect_via_mtime()`：非 git 仓库回退到文件修改时间对比
+- `_find_affected_modules()`：通过子串匹配将变更文件映射到受影响模块和级联父模块
 
 #### code_reader.py — 代码读取
 
-- `handle_read_code_components()`：根据组件 ID 列表从会话中读取源码（带语言代码块）
-- `handle_view_repo_file()`：只读查看仓库文件或目录（目录列出 2 层，文件支持行范围）
-- `_maybe_truncate()`：超长内容截断
+- `handle_read_code_components()`：根据组件 ID 列表从会话中读取源码（带语言代码块），每组件源码超 8000 字符自动截断
+- `handle_view_repo_file()`：只读查看仓库文件或目录（目录列出 2 层，文件支持行范围），使用 `pathlib.Path.iterdir()` 替代 shell 调用
+- `_maybe_truncate()`：超长内容截断（`_MAX_RESPONSE_LEN=24000`）
+- `_is_within(path, base)`：路径穿越防护，使用 `Path.resolve().relative_to()` 校验
+
+**响应大小控制**：`_MAX_COMPONENTS_PER_CALL=20`（每次最多读取 20 个组件）、`_MAX_COMPONENT_SOURCE_LEN=8000`（单个组件源码上限）、`_MAX_RESPONSE_LEN=24000`（总响应上限）。超出限制时在响应开头添加提示信息。
 
 #### doc_writer.py — 文档写入
 
 - `handle_write_doc_file()`：创建新 .md 文件 → 自动 Mermaid 验证
-- `handle_edit_doc_file()`：编辑文件（str_replace / insert / undo）→ 自动 Mermaid 验证
+- `handle_edit_doc_file()`：编辑文件（str_replace / insert / undo）→ 自动 Mermaid 验证（含 undo 路径）
 - `_validate_mermaid()`：调用 `validate_mermaid_diagrams` 验证 Mermaid 语法
+- `_safe_doc_path(session, filename)`：路径穿越防护，确保文档路径不逃逸出 `output_dir`
+- `_save_history(session, doc_path, content)`：编辑历史保存，上限 `_MAX_HISTORY_PER_FILE=20` 条，使用原生 dict 存储
 
 #### module_tree.py — 模块树管理
 
 - `handle_save_module_tree()`：保存模块聚类 JSON 到磁盘 + `first_module_tree.json` 备份 → 返回叶优先处理顺序
-- `handle_get_processing_order()`：返回叶优先处理顺序
+- `handle_get_processing_order()`：返回叶优先处理顺序（优先从会话缓存读取，回退到磁盘）
 - `_get_processing_order()`：递归遍历模块树生成处理顺序
 - `_collect()`：递归收集子模块组件
 
@@ -98,15 +121,16 @@ graph TD
 
 | 工具 | 说明 |
 |------|------|
-| `analyze_repo` | 分析仓库结构和依赖，返回 session_id + 组件索引 + 叶节点 |
-| `read_code_components` | 读取指定组件的源代码 |
-| `view_repo_file` | 只读浏览仓库文件/目录 |
-| `write_doc_file` | 创建文档文件 + Mermaid 验证 |
+| `analyze_repo` | 分析仓库结构和依赖，返回 session_id + 分页组件索引 + 叶节点 + 增量变更信息 |
+| `list_components` | 从已有会话分页浏览组件索引，无需重新分析 |
+| `read_code_components` | 读取指定组件的源代码（每批上限 20 个，每组件上限 8000 字符） |
+| `view_repo_file` | 只读浏览仓库文件/目录（路径穿越防护） |
+| `write_doc_file` | 创建文档文件 + Mermaid 验证（路径穿越防护） |
 | `edit_doc_file` | 编辑文档（str_replace/insert/undo）+ Mermaid 验证 |
 | `save_module_tree` | 保存模块聚类结果，返回处理顺序 |
 | `get_processing_order` | 获取叶优先处理顺序 |
 | `get_prompt` | 获取各阶段提示词模板 |
-| `close_session` | 关闭会话释放内存 |
+| `close_session` | 关闭会话释放内存（写入 metadata.json 支持增量更新） |
 
 ### 旧版工具（需 LLM 配置）
 
@@ -120,6 +144,7 @@ graph TD
 ```mermaid
 graph LR
     A[analyze_repo] --> B[SessionState]
+    B --> LC[list_components]
     B --> C[get_prompt cluster]
     C --> D[save_module_tree]
     D --> E[get_processing_order]
@@ -128,8 +153,29 @@ graph LR
     G --> H[edit_doc_file]
     B -.-> H
     B -.-> I[close_session]
+    I --> M[metadata.json]
+    M -.-> A
 ```
 
+## 增量更新机制
+
+当 `output_dir` 下存在 `metadata.json` 和 `module_tree.json` 时，`analyze_repo` 自动触发变更检测：
+
+1. **Git 检测**（优先）：对比存储的 `commit_id` 与当前 HEAD，外加 `git status` 未提交变更
+2. **Mtime 回退**（非 git 仓库）：对比源码文件修改时间与生成时间戳
+3. **影响映射**：通过子串匹配将变更文件映射到 `module_tree.json` 中的模块，区分直接受影响模块和需级联刷新的父模块
+
+`close_session` 在销毁会话前写入 `metadata.json`（含当前 git commit_id），为下次增量更新提供基线。
+
+## 安全加固
+
+- **路径穿越防护**：`view_repo_file`、`write_doc_file`、`edit_doc_file` 均通过 `_is_within()` / `_safe_doc_path()` 校验路径不逃逸出仓库/输出目录
+- **Shell 注入消除**：`view_repo_file` 目录列表改用 `pathlib.Path.iterdir()`，移除 `subprocess.run(shell=True)`
+- **会话上限**：`_MAX_SESSIONS=10` 防止内存无限增长，满额淘汰最旧会话
+- **编辑历史上限**：`_MAX_HISTORY_PER_FILE=20` 防止 undo 历史无限增长
+- **组件读取上限**：`_MAX_COMPONENTS_PER_CALL=20` + `_MAX_COMPONENT_SOURCE_LEN=8000` 防止响应过大
+- **线程安全**：`SessionStore` 所有方法通过 `threading.Lock` 保护
+
 ## 模块依赖
 
 - **上游依赖**: [依赖分析器](依赖分析器.md)（DependencyGraphBuilder）、[后端核心](后端核心.md)（prompt_template、Mermaid 验证）
@@ -137,8 +183,10 @@ graph LR
 
 ## 关键设计
 
-1. **无状态协议**：MCP 本身无状态，通过 SessionStore 维护会话上下文
-2. **会话过期**：SessionState 自动过期清理，防止内存泄漏
-3. **细粒度拆分**：9 个工具 vs 旧版 2 个工具，让 AI IDE Agent 更灵活地控制流程
-4. **Mermaid 验证**：每次写/编辑文档后自动检查 Mermaid 语法
-5. **双模式兼容**：同时提供细粒度工具（IDE 驱动）和旧版工具（一键生成）
\ No newline at end of file
+1. **无状态协议 + 会话管理**：MCP 本身无状态，通过线程安全的 SessionStore 维护会话上下文，2 小时自动过期
+2. **细粒度拆分**：10 个工具 vs 旧版 2 个工具，让 AI IDE Agent 更灵活地控制流程
+3. **分页设计**：`analyze_repo` + `list_components` 分页浏览组件索引，避免单次响应超限
+4. **增量更新**：基于 git diff + mtime 双策略检测变更，仅更新受影响模块
+5. **多层截断**：组件级（8000 字符）、批次级（20 个）、响应级（24000 字符）三层截断防止 token 溢出
+6. **Mermaid 验证**：每次写/编辑文档后自动检查 Mermaid 语法
+7. **双模式兼容**：同时提供细粒度工具（IDE 驱动）和旧版工具（一键生成）
\ No newline at end of file
diff --git a/repowiki/first_module_tree.json b/repowiki/first_module_tree.json
index 6048d53c..e3a558ad 100644
--- a/repowiki/first_module_tree.json
+++ b/repowiki/first_module_tree.json
@@ -108,16 +108,27 @@
       "codewiki/mcp/server.py::_legacy_get_module_tree",
       "codewiki/mcp/server.py::_summarize_tree",
       "codewiki/mcp/server.py::_text",
+      "codewiki/mcp/server.py::_write_generation_metadata",
       "codewiki/mcp/server.py::main",
       "codewiki/mcp/session.py::SessionState",
       "codewiki/mcp/session.py::SessionStore",
       "codewiki/mcp/tools/analysis.py::_build_component_index",
+      "codewiki/mcp/tools/analysis.py::_detect_changes",
+      "codewiki/mcp/tools/analysis.py::_detect_via_git",
+      "codewiki/mcp/tools/analysis.py::_detect_via_mtime",
+      "codewiki/mcp/tools/analysis.py::_find_affected_modules",
+      "codewiki/mcp/tools/analysis.py::_walk",
       "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
+      "codewiki/mcp/tools/analysis.py::handle_list_components",
       "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
+      "codewiki/mcp/tools/code_reader.py::_is_within",
       "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
       "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
-      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+      "codewiki/mcp/tools/doc_writer.py::_is_within",
+      "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
       "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+      "codewiki/mcp/tools/doc_writer.py::_save_history",
       "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
       "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
       "codewiki/mcp/tools/module_tree.py::_get_processing_order",
@@ -133,15 +144,11 @@
     "components": [
       "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
       "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
       "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
       "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository",
       "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only",
@@ -149,18 +156,13 @@
       "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
       "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler",
       "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
-      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
-      "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
-      "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
       "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer",
       "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
       "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer",
@@ -180,6 +182,15 @@
       "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
       "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer",
       "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
       "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
       "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol",
       "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
diff --git a/repowiki/metadata.json b/repowiki/metadata.json
new file mode 100644
index 00000000..3b3ed86c
--- /dev/null
+++ b/repowiki/metadata.json
@@ -0,0 +1,6 @@
+{
+  "generation_info": {
+    "commit_id": "30c31df66c6a4ef0570b43881bb4fd93f03ff5b3",
+    "timestamp": "2026-06-22T09:51:18.298022"
+  }
+}
\ No newline at end of file
diff --git a/repowiki/module_tree.json b/repowiki/module_tree.json
index 6048d53c..e3a558ad 100644
--- a/repowiki/module_tree.json
+++ b/repowiki/module_tree.json
@@ -108,16 +108,27 @@
       "codewiki/mcp/server.py::_legacy_get_module_tree",
       "codewiki/mcp/server.py::_summarize_tree",
       "codewiki/mcp/server.py::_text",
+      "codewiki/mcp/server.py::_write_generation_metadata",
       "codewiki/mcp/server.py::main",
       "codewiki/mcp/session.py::SessionState",
       "codewiki/mcp/session.py::SessionStore",
       "codewiki/mcp/tools/analysis.py::_build_component_index",
+      "codewiki/mcp/tools/analysis.py::_detect_changes",
+      "codewiki/mcp/tools/analysis.py::_detect_via_git",
+      "codewiki/mcp/tools/analysis.py::_detect_via_mtime",
+      "codewiki/mcp/tools/analysis.py::_find_affected_modules",
+      "codewiki/mcp/tools/analysis.py::_walk",
       "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
+      "codewiki/mcp/tools/analysis.py::handle_list_components",
       "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
+      "codewiki/mcp/tools/code_reader.py::_is_within",
       "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
       "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
-      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+      "codewiki/mcp/tools/doc_writer.py::_is_within",
+      "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
       "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+      "codewiki/mcp/tools/doc_writer.py::_save_history",
       "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
       "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
       "codewiki/mcp/tools/module_tree.py::_get_processing_order",
@@ -133,15 +144,11 @@
     "components": [
       "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
       "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+      "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
       "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
       "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository",
       "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only",
@@ -149,18 +156,13 @@
       "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
       "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler",
       "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
-      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
-      "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
-      "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
       "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer",
       "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
       "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer",
@@ -180,6 +182,15 @@
       "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
       "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer",
       "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
       "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
       "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol",
       "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
diff --git a/repowiki/overview.md b/repowiki/overview.md
index 2b828917..6dff8dd2 100644
--- a/repowiki/overview.md
+++ b/repowiki/overview.md
@@ -9,7 +9,7 @@
 - **零 LLM 配置**：无需自行配置大模型 API，由 AI IDE 自身模型驱动
 - **9 种语言支持**：Python、Java、JavaScript、TypeScript、C、C++、C#、Kotlin、PHP
 - **IDE 原生集成**：通过 MCP 协议与 CodeBuddy、Cursor、Claude Desktop 等 AI IDE 无缝对接
-- **双模式运行**：CLI 模式（`codewiki generate`）+ MCP Server 模式（9 个细粒度工具）
+- **双模式运行**：CLI 模式（`codewiki generate`）+ MCP Server 模式（10 个细粒度工具）
 - **增量生成**：基于 Git diff 检测变更，仅重新生成受影响模块
 
 ## 端到端架构
@@ -87,7 +87,7 @@ graph LR
 | [Agent 工具](Agent 工具.md) | `codewiki/src/be/agent_tools/` | 13 | AI Agent 基础设施：依赖注入、代码读取、文档委托、文件编辑器 |
 | [CLI 工具](CLI 工具.md) | `codewiki/cli/utils/` | 43 | CLI 基础工具：异常处理、文件系统、验证、日志、进度、仓库校验 |
 | [CLI 核心](CLI 核心.md) | `codewiki/cli/` | 26 | CLI 入口和命令：config/generate 命令组、配置管理、Git 管理、HTML 生成 |
-| [MCP 服务](MCP 服务.md) | `codewiki/mcp/` | 27 | MCP 协议服务器：9 个细粒度工具 + 会话管理 + 提示词服务 |
+| [MCP 服务](MCP 服务.md) | `codewiki/mcp/` | 38 | MCP 协议服务器：10 个细粒度工具 + 线程安全会话管理 + 增量更新 + 安全加固 |
 | [依赖分析器](依赖分析器.md) | `codewiki/src/be/dependency_analyzer/` | 61 | 代码分析引擎：多语言 Tree-sitter 解析、依赖图构建、拓扑排序 |
 | [共享配置](共享配置.md) | `codewiki/src/` | 4 | 全局配置和工具：Config 类、FileManager、CLI/MCP 双上下文 |
 | [前端服务](前端服务.md) | `codewiki/src/fe/` | 27 | Web 应用：FastAPI 路由、Jinja2 模板、文档可视化、缓存管理 |
diff --git a/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json b/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
index 9da9484d..11b2aa77 100644
--- a/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
+++ b/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
@@ -7,20 +7,20 @@
     "relative_path": "codewiki/cli/adapters/doc_generator.py",
     "depends_on": [
       "codewiki/src/config.py::set_cli_context",
-      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+      "codewiki/cli/utils/fs.py::ensure_directory",
+      "codewiki/cli/utils/progress.py::ProgressTracker",
+      "codewiki/src/be/cluster_modules.py::cluster_modules",
       "codewiki/cli/models/job.py::LLMConfig",
-      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+      "codewiki/cli/html_generator.py::HTMLGenerator",
+      "codewiki/cli/models/job.py::DocumentationJob",
       "codewiki/cli/utils/errors.py::APIError",
-      "codewiki/cli/utils/progress.py::ProgressTracker",
-      "codewiki/cli/utils/fs.py::ensure_directory",
       "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
-      "codewiki/cli/models/job.py::DocumentationJob",
-      "codewiki/cli/html_generator.py::HTMLGenerator",
-      "codewiki/src/be/cluster_modules.py::cluster_modules"
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count"
     ],
-    "source_code": "class CLIDocumentationGenerator:\n    \"\"\"\n    CLI adapter for documentation generation with progress reporting.\n    \n    This class wraps the backend documentation generator and adds\n    CLI-specific features like progress tracking and error handling.\n    \"\"\"\n    \n    def __init__(\n        self,\n        repo_path: Path,\n        output_dir: Path,\n        config: Dict[str, Any],\n        verbose: bool = False,\n        generate_html: bool = False\n    ):\n        \"\"\"\n        Initialize the CLI documentation generator.\n        \n        Args:\n            repo_path: Repository path\n            output_dir: Output directory\n            config: LLM configuration\n            verbose: Enable verbose output\n            generate_html: Whether to generate HTML viewer\n        \"\"\"\n        self.repo_path = repo_path\n        self.output_dir = output_dir\n        self.config = config\n        self.verbose = verbose\n        self.generate_html = generate_html\n        self.progress_tracker = ProgressTracker(total_stages=5, verbose=verbose)\n        self.job = DocumentationJob()\n        \n        # Setup job metadata\n        self.job.repository_path = str(repo_path)\n        self.job.repository_name = repo_path.name\n        self.job.output_directory = str(output_dir)\n        self.job.llm_config = LLMConfig(\n            main_model=config.get('main_model', ''),\n            cluster_model=config.get('cluster_model', ''),\n            base_url=config.get('base_url', '')\n        )\n        \n        # Configure backend logging\n        self._configure_backend_logging()\n    \n    def _configure_backend_logging(self):\n        \"\"\"Configure backend logger for CLI use with colored output.\"\"\"\n        from codewiki.src.be.dependency_analyzer.utils.logging_config import ColoredFormatter\n        \n        # Get backend logger (parent of all backend modules)\n        backend_logger = logging.getLogger('codewiki.src.be')\n        \n        # Remove existing handlers to avoid duplicates\n        backend_logger.handlers.clear()\n        \n        if self.verbose:\n            # In verbose mode, show INFO and above\n            backend_logger.setLevel(logging.INFO)\n            \n            # Create console handler with formatting\n            console_handler = logging.StreamHandler(sys.stdout)\n            console_handler.setLevel(logging.INFO)\n            \n            # Use colored formatter for better readability\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            # Add handler to logger\n            backend_logger.addHandler(console_handler)\n        else:\n            # In non-verbose mode, suppress backend logs (use WARNING level to hide INFO/DEBUG)\n            backend_logger.setLevel(logging.WARNING)\n            \n            # Create console handler for warnings and errors only\n            console_handler = logging.StreamHandler(sys.stderr)\n            console_handler.setLevel(logging.WARNING)\n            \n            # Use colored formatter even for warnings/errors\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            backend_logger.addHandler(console_handler)\n        \n        # Prevent propagation to root logger to avoid duplicate messages\n        backend_logger.propagate = False\n    \n    def generate(self) -> DocumentationJob:\n        \"\"\"\n        Generate documentation with progress tracking.\n        \n        Returns:\n            Completed DocumentationJob\n            \n        Raises:\n            APIError: If LLM API call fails\n        \"\"\"\n        self.job.start()\n        start_time = time.time()\n        \n        try:\n            # Set CLI context for backend\n            set_cli_context(True)\n            \n            # Create backend config with CLI settings\n            backend_config = BackendConfig.from_cli(\n                repo_path=str(self.repo_path),\n                output_dir=str(self.output_dir),\n                llm_base_url=self.config.get('base_url'),\n                llm_api_key=self.config.get('api_key'),\n                main_model=self.config.get('main_model'),\n                cluster_model=self.config.get('cluster_model'),\n                fallback_model=self.config.get('fallback_model'),\n                provider=self.config.get('provider', 'openai-compatible'),\n                aws_region=self.config.get('aws_region', 'us-east-1'),\n                max_tokens=self.config.get('max_tokens', 32768),\n                max_token_per_module=self.config.get('max_token_per_module', 36369),\n                max_token_per_leaf_module=self.config.get('max_token_per_leaf_module', 16000),\n                max_depth=self.config.get('max_depth', 2),\n                agent_instructions=self.config.get('agent_instructions')\n            )\n            \n            # Run backend documentation generation\n            asyncio.run(self._run_backend_generation(backend_config))\n            \n            # Stage 4: HTML Generation (optional)\n            if self.generate_html:\n                self._run_html_generation()\n            \n            # Stage 5: Finalization (metadata already created by backend)\n            self._finalize_job()\n            \n            # Complete job\n            generation_time = time.time() - start_time\n            self.job.complete()\n            \n            return self.job\n            \n        except APIError as e:\n            self.job.fail(str(e))\n            raise\n        except Exception as e:\n            self.job.fail(str(e))\n            raise\n    \n    async def _run_backend_generation(self, backend_config: BackendConfig):\n        \"\"\"Run the backend documentation generation with progress tracking.\"\"\"\n        \n        # Stage 1: Dependency Analysis\n        self.progress_tracker.start_stage(1, \"Dependency Analysis\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.2, \"Initializing dependency analyzer...\")\n        \n        # Create documentation generator\n        doc_generator = DocumentationGenerator(backend_config)\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Parsing source files...\")\n        \n        # Build dependency graph\n        try:\n            components, leaf_nodes = doc_generator.graph_builder.build_dependency_graph()\n            self.job.statistics.total_files_analyzed = len(components)\n            self.job.statistics.leaf_nodes = len(leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.8, f\"Analyzed {len(components)} files, found {len(leaf_nodes)} leaf nodes\")\n                # Log individual files analyzed\n                for comp_name in sorted(components.keys())[:20]:\n                    self.progress_tracker.update_stage(0.9, f\"  File: {comp_name}\")\n                if len(components) > 20:\n                    self.progress_tracker.update_stage(0.9, f\"  ... and {len(components) - 20} more files\")\n        except Exception as e:\n            raise APIError(f\"Dependency analysis failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 2: Module Clustering\n        self.progress_tracker.start_stage(2, \"Module Clustering\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Clustering modules with LLM...\")\n        \n        # Import clustering function\n        from codewiki.src.be.cluster_modules import (\n            cluster_modules,\n            get_clustering_input_token_count,\n        )\n        from codewiki.src.utils import file_manager\n        from codewiki.src.config import FIRST_MODULE_TREE_FILENAME, MODULE_TREE_FILENAME\n\n        working_dir = str(self.output_dir.absolute())\n        file_manager.ensure_directory(working_dir)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n\n        try:\n            if os.path.exists(first_module_tree_path):\n                module_tree = file_manager.load_json(first_module_tree_path)\n                if self.verbose:\n                    self.progress_tracker.update_stage(0.5, \"Loaded cached module tree\")\n            else:\n                if self.verbose:\n                    clustering_tokens = get_clustering_input_token_count(\n                        leaf_nodes, components\n                    )\n                    self.progress_tracker.update_stage(\n                        0.3,\n                        (\n                            f\"Preparing {len(leaf_nodes)} leaf nodes for clustering \"\n                            f\"({clustering_tokens} tokens, threshold \"\n                            f\"{backend_config.max_token_per_module})\"\n                        ),\n                    )\n                    if clustering_tokens <= backend_config.max_token_per_module:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Skipping LLM clustering; selected leaf nodes fit within the module token threshold\",\n                        )\n                    else:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Clustering modules with LLM...\",\n                        )\n                cluster_model = backend_config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    backend_config,\n                    completer=lambda p: doc_generator.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n\n            file_manager.save_json(module_tree, module_tree_path)\n            self.job.module_count = len(module_tree)\n\n            if self.verbose:\n                if len(module_tree) == 0:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        \"Created 0 modules; continuing in whole-repository documentation mode\",\n                    )\n                else:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        f\"Created {len(module_tree)} modules\",\n                    )\n                for mod_name in sorted(module_tree.keys()):\n                    file_count = len(module_tree[mod_name]) if isinstance(module_tree[mod_name], list) else \"?\"\n                    self.progress_tracker.update_stage(1.0, f\"  Module: {mod_name} ({file_count} files)\")\n        except Exception as e:\n            raise APIError(f\"Module clustering failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 3: Documentation Generation\n        self.progress_tracker.start_stage(3, \"Documentation Generation\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.1, \"Generating module documentation...\")\n        \n        try:\n            if self.verbose:\n                self.progress_tracker.update_stage(0.2, f\"Generating documentation for {self.job.module_count} modules...\")\n\n            # Run the actual documentation generation\n            await doc_generator.generate_module_documentation(components, leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.9, \"Creating repository overview...\")\n            \n            # Create metadata\n            doc_generator.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            # Collect generated files\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') or file_path.endswith('.json'):\n                    self.job.files_generated.append(file_path)\n            \n        except Exception as e:\n            raise APIError(f\"Documentation generation failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _run_html_generation(self):\n        \"\"\"Run HTML generation stage.\"\"\"\n        self.progress_tracker.start_stage(4, \"HTML Generation\")\n        \n        from codewiki.cli.html_generator import HTMLGenerator\n        \n        # Generate HTML\n        html_generator = HTMLGenerator()\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.3, \"Loading module tree and metadata...\")\n        \n        repo_info = html_generator.detect_repository_info(self.repo_path)\n        \n        # Generate HTML with auto-loading of module_tree and metadata from docs_dir\n        output_path = self.output_dir / \"index.html\"\n        html_generator.generate(\n            output_path=output_path,\n            title=repo_info['name'],\n            repository_url=repo_info['url'],\n            github_pages_url=repo_info['github_pages_url'],\n            docs_dir=self.output_dir  # Auto-load module_tree and metadata from here\n        )\n        \n        self.job.files_generated.append(\"index.html\")\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(1.0, \"Generated index.html\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _finalize_job(self):\n        \"\"\"Finalize the job (metadata already created by backend).\"\"\"\n        # Just verify metadata exists\n        metadata_path = self.output_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            # Create our own if backend didn't\n            with open(metadata_path, 'w') as f:\n                f.write(self.job.to_json())",
+    "source_code": "class CLIDocumentationGenerator:\n    \"\"\"\n    CLI adapter for documentation generation with progress reporting.\n    \n    This class wraps the backend documentation generator and adds\n    CLI-specific features like progress tracking and error handling.\n    \"\"\"\n    \n    def __init__(\n        self,\n        repo_path: Path,\n        output_dir: Path,\n        config: Dict[str, Any],\n        verbose: bool = False,\n        generate_html: bool = False,\n        commit_id: str = None,\n    ):\n        \"\"\"\n        Initialize the CLI documentation generator.\n        \n        Args:\n            repo_path: Repository path\n            output_dir: Output directory\n            config: LLM configuration\n            verbose: Enable verbose output\n            generate_html: Whether to generate HTML viewer\n            commit_id: Git commit SHA for incremental update tracking\n        \"\"\"\n        self.repo_path = repo_path\n        self.output_dir = output_dir\n        self.config = config\n        self.verbose = verbose\n        self.generate_html = generate_html\n        self.commit_id = commit_id\n        self.progress_tracker = ProgressTracker(total_stages=5, verbose=verbose)\n        self.job = DocumentationJob()\n        \n        # Setup job metadata\n        self.job.repository_path = str(repo_path)\n        self.job.repository_name = repo_path.name\n        self.job.output_directory = str(output_dir)\n        self.job.llm_config = LLMConfig(\n            main_model=config.get('main_model', ''),\n            cluster_model=config.get('cluster_model', ''),\n            base_url=config.get('base_url', '')\n        )\n        \n        # Configure backend logging\n        self._configure_backend_logging()\n    \n    def _configure_backend_logging(self):\n        \"\"\"Configure backend logger for CLI use with colored output.\"\"\"\n        from codewiki.src.be.dependency_analyzer.utils.logging_config import ColoredFormatter\n        \n        # Get backend logger (parent of all backend modules)\n        backend_logger = logging.getLogger('codewiki.src.be')\n        \n        # Remove existing handlers to avoid duplicates\n        backend_logger.handlers.clear()\n        \n        if self.verbose:\n            # In verbose mode, show INFO and above\n            backend_logger.setLevel(logging.INFO)\n            \n            # Create console handler with formatting\n            console_handler = logging.StreamHandler(sys.stdout)\n            console_handler.setLevel(logging.INFO)\n            \n            # Use colored formatter for better readability\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            # Add handler to logger\n            backend_logger.addHandler(console_handler)\n        else:\n            # In non-verbose mode, suppress backend logs (use WARNING level to hide INFO/DEBUG)\n            backend_logger.setLevel(logging.WARNING)\n            \n            # Create console handler for warnings and errors only\n            console_handler = logging.StreamHandler(sys.stderr)\n            console_handler.setLevel(logging.WARNING)\n            \n            # Use colored formatter even for warnings/errors\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            backend_logger.addHandler(console_handler)\n        \n        # Prevent propagation to root logger to avoid duplicate messages\n        backend_logger.propagate = False\n    \n    def generate(self) -> DocumentationJob:\n        \"\"\"\n        Generate documentation with progress tracking.\n        \n        Returns:\n            Completed DocumentationJob\n            \n        Raises:\n            APIError: If LLM API call fails\n        \"\"\"\n        self.job.start()\n        start_time = time.time()\n        \n        try:\n            # Set CLI context for backend\n            set_cli_context(True)\n            \n            # Create backend config with CLI settings\n            backend_config = BackendConfig.from_cli(\n                repo_path=str(self.repo_path),\n                output_dir=str(self.output_dir),\n                llm_base_url=self.config.get('base_url'),\n                llm_api_key=self.config.get('api_key'),\n                main_model=self.config.get('main_model'),\n                cluster_model=self.config.get('cluster_model'),\n                fallback_model=self.config.get('fallback_model'),\n                provider=self.config.get('provider', 'openai-compatible'),\n                aws_region=self.config.get('aws_region', 'us-east-1'),\n                max_tokens=self.config.get('max_tokens', 32768),\n                max_token_per_module=self.config.get('max_token_per_module', 36369),\n                max_token_per_leaf_module=self.config.get('max_token_per_leaf_module', 16000),\n                max_depth=self.config.get('max_depth', 2),\n                agent_instructions=self.config.get('agent_instructions')\n            )\n            \n            # Run backend documentation generation\n            asyncio.run(self._run_backend_generation(backend_config))\n            \n            # Stage 4: HTML Generation (optional)\n            if self.generate_html:\n                self._run_html_generation()\n            \n            # Stage 5: Finalization (metadata already created by backend)\n            self._finalize_job()\n            \n            # Complete job\n            generation_time = time.time() - start_time\n            self.job.complete()\n            \n            return self.job\n            \n        except APIError as e:\n            self.job.fail(str(e))\n            raise\n        except Exception as e:\n            self.job.fail(str(e))\n            raise\n    \n    async def _run_backend_generation(self, backend_config: BackendConfig):\n        \"\"\"Run the backend documentation generation with progress tracking.\"\"\"\n        \n        # Stage 1: Dependency Analysis\n        self.progress_tracker.start_stage(1, \"Dependency Analysis\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.2, \"Initializing dependency analyzer...\")\n        \n        # Create documentation generator\n        doc_generator = DocumentationGenerator(backend_config, commit_id=self.commit_id)\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Parsing source files...\")\n        \n        # Build dependency graph\n        try:\n            components, leaf_nodes = doc_generator.graph_builder.build_dependency_graph()\n            self.job.statistics.total_files_analyzed = len(components)\n            self.job.statistics.leaf_nodes = len(leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.8, f\"Analyzed {len(components)} files, found {len(leaf_nodes)} leaf nodes\")\n                # Log individual files analyzed\n                for comp_name in sorted(components.keys())[:20]:\n                    self.progress_tracker.update_stage(0.9, f\"  File: {comp_name}\")\n                if len(components) > 20:\n                    self.progress_tracker.update_stage(0.9, f\"  ... and {len(components) - 20} more files\")\n        except Exception as e:\n            raise APIError(f\"Dependency analysis failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 2: Module Clustering\n        self.progress_tracker.start_stage(2, \"Module Clustering\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Clustering modules with LLM...\")\n        \n        # Import clustering function\n        from codewiki.src.be.cluster_modules import (\n            cluster_modules,\n            get_clustering_input_token_count,\n        )\n        from codewiki.src.utils import file_manager\n        from codewiki.src.config import FIRST_MODULE_TREE_FILENAME, MODULE_TREE_FILENAME\n\n        working_dir = str(self.output_dir.absolute())\n        file_manager.ensure_directory(working_dir)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n\n        try:\n            if os.path.exists(first_module_tree_path):\n                module_tree = file_manager.load_json(first_module_tree_path)\n                if self.verbose:\n                    self.progress_tracker.update_stage(0.5, \"Loaded cached module tree\")\n            else:\n                if self.verbose:\n                    clustering_tokens = get_clustering_input_token_count(\n                        leaf_nodes, components\n                    )\n                    self.progress_tracker.update_stage(\n                        0.3,\n                        (\n                            f\"Preparing {len(leaf_nodes)} leaf nodes for clustering \"\n                            f\"({clustering_tokens} tokens, threshold \"\n                            f\"{backend_config.max_token_per_module})\"\n                        ),\n                    )\n                    if clustering_tokens <= backend_config.max_token_per_module:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Skipping LLM clustering; selected leaf nodes fit within the module token threshold\",\n                        )\n                    else:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Clustering modules with LLM...\",\n                        )\n                cluster_model = backend_config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    backend_config,\n                    completer=lambda p: doc_generator.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n\n            file_manager.save_json(module_tree, module_tree_path)\n            self.job.module_count = len(module_tree)\n\n            if self.verbose:\n                if len(module_tree) == 0:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        \"Created 0 modules; continuing in whole-repository documentation mode\",\n                    )\n                else:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        f\"Created {len(module_tree)} modules\",\n                    )\n                for mod_name in sorted(module_tree.keys()):\n                    file_count = len(module_tree[mod_name]) if isinstance(module_tree[mod_name], list) else \"?\"\n                    self.progress_tracker.update_stage(1.0, f\"  Module: {mod_name} ({file_count} files)\")\n        except Exception as e:\n            raise APIError(f\"Module clustering failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 3: Documentation Generation\n        self.progress_tracker.start_stage(3, \"Documentation Generation\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.1, \"Generating module documentation...\")\n        \n        try:\n            if self.verbose:\n                self.progress_tracker.update_stage(0.2, f\"Generating documentation for {self.job.module_count} modules...\")\n\n            # Run the actual documentation generation\n            await doc_generator.generate_module_documentation(components, leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.9, \"Creating repository overview...\")\n            \n            # Create metadata\n            doc_generator.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            # Collect generated files\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') or file_path.endswith('.json'):\n                    self.job.files_generated.append(file_path)\n            \n        except Exception as e:\n            raise APIError(f\"Documentation generation failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _run_html_generation(self):\n        \"\"\"Run HTML generation stage.\"\"\"\n        self.progress_tracker.start_stage(4, \"HTML Generation\")\n        \n        from codewiki.cli.html_generator import HTMLGenerator\n        \n        # Generate HTML\n        html_generator = HTMLGenerator()\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.3, \"Loading module tree and metadata...\")\n        \n        repo_info = html_generator.detect_repository_info(self.repo_path)\n        \n        # Generate HTML with auto-loading of module_tree and metadata from docs_dir\n        output_path = self.output_dir / \"index.html\"\n        html_generator.generate(\n            output_path=output_path,\n            title=repo_info['name'],\n            repository_url=repo_info['url'],\n            github_pages_url=repo_info['github_pages_url'],\n            docs_dir=self.output_dir  # Auto-load module_tree and metadata from here\n        )\n        \n        self.job.files_generated.append(\"index.html\")\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(1.0, \"Generated index.html\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _finalize_job(self):\n        \"\"\"Finalize the job (metadata already created by backend).\"\"\"\n        # Just verify metadata exists\n        metadata_path = self.output_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            # Create our own if backend didn't\n            with open(metadata_path, 'w') as f:\n                f.write(self.job.to_json())",
     "start_line": 26,
-    "end_line": 347,
+    "end_line": 350,
     "has_docstring": true,
     "docstring": "CLI adapter for documentation generation with progress reporting.\n\nThis class wraps the backend documentation generator and adds\nCLI-specific features like progress tracking and error handling.",
     "parameters": null,
@@ -83,13 +83,13 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
     "relative_path": "codewiki/cli/commands/config.py",
     "depends_on": [
-      "codewiki/cli/utils/validation.py::validate_model_name",
-      "codewiki/cli/utils/errors.py::ConfigurationError",
       "codewiki/cli/utils/validation.py::validate_api_key",
+      "codewiki/cli/utils/errors.py::ConfigurationError",
       "codewiki/cli/utils/validation.py::is_top_tier_model",
+      "codewiki/cli/utils/validation.py::validate_model_name",
       "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/utils/validation.py::validate_url",
-      "codewiki/cli/utils/errors.py::handle_error"
+      "codewiki/cli/utils/errors.py::handle_error",
+      "codewiki/cli/utils/validation.py::validate_url"
     ],
     "source_code": "def config_set(\n    api_key: Optional[str],\n    base_url: Optional[str],\n    main_model: Optional[str],\n    cluster_model: Optional[str],\n    fallback_model: Optional[str],\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    provider: Optional[str] = None,\n    aws_region: Optional[str] = None,\n    api_version: Optional[str] = None,\n    azure_deployment: Optional[str] = None\n):\n    \"\"\"\n    Set configuration values for CodeWiki.\n    \n    API keys are stored securely in your system keychain:\n      • macOS: Keychain Access\n      • Windows: Credential Manager  \n      • Linux: Secret Service (GNOME Keyring, KWallet)\n    \n    Examples:\n\n    \\b\n    # Set all configuration (API mode)\n    $ codewiki config set --api-key sk-abc123 --base-url https://api.anthropic.com \\\\\n        --main-model claude-sonnet-4 --cluster-model claude-sonnet-4 --fallback-model glm-4p5\n\n    \\b\n    # Subscription mode (Claude Code) — no API key needed,\n    # authenticate via 'claude login' on the host first\n    $ codewiki config set --provider claude-code --main-model claude-sonnet-4-5\n\n    \\b\n    # Subscription mode (Codex)\n    $ codewiki config set --provider codex --main-model gpt-5.2-codex\n\n    \\b\n    # Update only API key\n    $ codewiki config set --api-key sk-new-key\n\n    \\b\n    # Set max tokens for LLM response\n    $ codewiki config set --max-tokens 16384\n\n    \\b\n    # Set all max token settings\n    $ codewiki config set --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n    \\b\n    # Set max depth for hierarchical decomposition\n    $ codewiki config set --max-depth 3\n    \"\"\"\n    try:\n        # Check if at least one option is provided\n        if not any([api_key, base_url, main_model, cluster_model, fallback_model, max_tokens, max_token_per_module, max_token_per_leaf_module, max_depth, provider, aws_region, api_version, azure_deployment]):\n            click.echo(\"No options provided. Use --help for usage information.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Validate inputs before saving\n        validated_data = {}\n        \n        if api_key:\n            validated_data['api_key'] = validate_api_key(api_key)\n        \n        if base_url:\n            validated_data['base_url'] = validate_url(base_url)\n        \n        if main_model:\n            validated_data['main_model'] = validate_model_name(main_model)\n        \n        if cluster_model:\n            validated_data['cluster_model'] = validate_model_name(cluster_model)\n        \n        if fallback_model:\n            validated_data['fallback_model'] = validate_model_name(fallback_model)\n        \n        if max_tokens is not None:\n            if max_tokens < 1:\n                raise ConfigurationError(\"max_tokens must be a positive integer\")\n            validated_data['max_tokens'] = max_tokens\n        \n        if max_token_per_module is not None:\n            if max_token_per_module < 1:\n                raise ConfigurationError(\"max_token_per_module must be a positive integer\")\n            validated_data['max_token_per_module'] = max_token_per_module\n        \n        if max_token_per_leaf_module is not None:\n            if max_token_per_leaf_module < 1:\n                raise ConfigurationError(\"max_token_per_leaf_module must be a positive integer\")\n            validated_data['max_token_per_leaf_module'] = max_token_per_leaf_module\n        \n        if max_depth is not None:\n            if max_depth < 1:\n                raise ConfigurationError(\"max_depth must be a positive integer\")\n            validated_data['max_depth'] = max_depth\n\n        if provider is not None:\n            validated_data['provider'] = provider\n\n        if aws_region is not None:\n            validated_data['aws_region'] = aws_region\n\n        if api_version is not None:\n            validated_data['api_version'] = api_version\n\n        if azure_deployment is not None:\n            validated_data['azure_deployment'] = azure_deployment\n\n        # Create config manager and save\n        manager = ConfigManager()\n        manager.load()  # Load existing config if present\n\n        manager.save(\n            api_key=validated_data.get('api_key'),\n            base_url=validated_data.get('base_url'),\n            main_model=validated_data.get('main_model'),\n            cluster_model=validated_data.get('cluster_model'),\n            fallback_model=validated_data.get('fallback_model'),\n            max_tokens=validated_data.get('max_tokens'),\n            max_token_per_module=validated_data.get('max_token_per_module'),\n            max_token_per_leaf_module=validated_data.get('max_token_per_leaf_module'),\n            max_depth=validated_data.get('max_depth'),\n            provider=validated_data.get('provider'),\n            aws_region=validated_data.get('aws_region'),\n            api_version=validated_data.get('api_version'),\n            azure_deployment=validated_data.get('azure_deployment')\n        )\n        \n        # Display success messages\n        click.echo()\n        if api_key:\n            if manager.keyring_available:\n                click.secho(\"✓ API key saved to system keychain\", fg=\"green\")\n            else:\n                click.secho(\n                    \"⚠️  System keychain unavailable. API key stored in encrypted file.\",\n                    fg=\"yellow\"\n                )\n        \n        if base_url:\n            click.secho(f\"✓ Base URL: {base_url}\", fg=\"green\")\n        \n        if main_model:\n            click.secho(f\"✓ Main model: {main_model}\", fg=\"green\")\n        \n        if cluster_model:\n            click.secho(f\"✓ Cluster model: {cluster_model}\", fg=\"green\")\n            \n            # Warn if not using top-tier model for clustering\n            if not is_top_tier_model(cluster_model):\n                click.secho(\n                    \"\\n⚠️  Cluster model is not a top-tier LLM. \"\n                    \"Documentation quality may be suboptimal.\",\n                    fg=\"yellow\"\n                )\n                click.echo(\n                    \"   Recommended models: claude-opus, claude-sonnet-4, gpt-4, gpt-4-turbo\"\n                )\n        \n        if fallback_model:\n            click.secho(f\"✓ Fallback model: {fallback_model}\", fg=\"green\")\n        \n        if max_tokens:\n            click.secho(f\"✓ Max tokens: {max_tokens}\", fg=\"green\")\n        \n        if max_token_per_module:\n            click.secho(f\"✓ Max token per module: {max_token_per_module}\", fg=\"green\")\n        \n        if max_token_per_leaf_module:\n            click.secho(f\"✓ Max token per leaf module: {max_token_per_leaf_module}\", fg=\"green\")\n        \n        if max_depth:\n            click.secho(f\"✓ Max depth: {max_depth}\", fg=\"green\")\n\n        if provider:\n            click.secho(f\"✓ Provider: {provider}\", fg=\"green\")\n\n        if aws_region:\n            click.secho(f\"✓ AWS Region: {aws_region}\", fg=\"green\")\n\n        if api_version:\n            click.secho(f\"✓ API Version: {api_version}\", fg=\"green\")\n\n        if azure_deployment:\n            click.secho(f\"✓ Azure Deployment: {azure_deployment}\", fg=\"green\")\n\n        click.echo(\"\\n\" + click.style(\"Configuration updated successfully.\", fg=\"green\", bold=True))\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e))",
     "start_line": 112,
@@ -126,10 +126,10 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
     "relative_path": "codewiki/cli/commands/config.py",
     "depends_on": [
-      "codewiki/cli/config_manager.py::ConfigManager",
       "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/cli/utils/errors.py::handle_error",
-      "codewiki/cli/utils/validation.py::mask_api_key"
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/utils/validation.py::mask_api_key",
+      "codewiki/cli/utils/errors.py::handle_error"
     ],
     "source_code": "def config_show(output_json: bool):\n    \"\"\"\n    Display current configuration.\n    \n    API keys are masked for security (showing only first and last 4 characters).\n    \n    Examples:\n    \n    \\b\n    # Display configuration\n    $ codewiki config show\n    \n    \\b\n    # Display as JSON\n    $ codewiki config show --json\n    \"\"\"\n    try:\n        manager = ConfigManager()\n        \n        if not manager.load():\n            click.secho(\"\\n✗ Configuration not found.\", fg=\"red\", err=True)\n            click.echo(\"\\nPlease run 'codewiki config set' to configure your API credentials:\")\n            click.echo(\"  codewiki config set --api-key <key> --base-url <url> \\\\\")\n            click.echo(\"    --main-model <model> --cluster-model <model> --fallback-model <model>\")\n            click.echo(\"\\nFor more help: codewiki config set --help\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        config = manager.get_config()\n        api_key = manager.get_api_key()\n        \n        if output_json:\n            # JSON output\n            output = {\n                \"api_key\": mask_api_key(api_key) if api_key else \"Not set\",\n                \"api_key_storage\": \"keychain\" if manager.keyring_available else \"encrypted_file\",\n                \"base_url\": config.base_url if config else \"\",\n                \"main_model\": config.main_model if config else \"\",\n                \"cluster_model\": config.cluster_model if config else \"\",\n                \"fallback_model\": config.fallback_model if config else \"glm-4p5\",\n                \"default_output\": config.default_output if config else \"docs\",\n                \"max_tokens\": config.max_tokens if config else 32768,\n                \"max_token_per_module\": config.max_token_per_module if config else 36369,\n                \"max_token_per_leaf_module\": config.max_token_per_leaf_module if config else 16000,\n                \"max_depth\": config.max_depth if config else 2,\n                \"agent_instructions\": config.agent_instructions.to_dict() if config and config.agent_instructions else {},\n                \"config_file\": str(manager.config_file_path)\n            }\n            click.echo(json.dumps(output, indent=2))\n        else:\n            # Human-readable output\n            click.echo()\n            click.secho(\"CodeWiki Configuration\", fg=\"blue\", bold=True)\n            click.echo(\"━\" * 40)\n            click.echo()\n            \n            from codewiki.src.be.backend import is_caw_provider\n            caw_mode = bool(config) and is_caw_provider(config.provider)\n\n            click.secho(\"Credentials\", fg=\"cyan\", bold=True)\n            if caw_mode:\n                cli_name = \"claude\" if config.provider == \"claude-code\" else \"codex\"\n                click.secho(\n                    f\"  Subscription mode: authenticate via '{cli_name} login' (no API key needed)\",\n                    fg=\"cyan\",\n                )\n            elif api_key:\n                storage = \"system keychain\" if manager.keyring_available else \"encrypted file\"\n                click.echo(f\"  API Key:          {mask_api_key(api_key)} (in {storage})\")\n            else:\n                click.secho(\"  API Key:          Not set\", fg=\"yellow\")\n\n            click.echo()\n            click.secho(\"API Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Provider:         {config.provider}\")\n                click.echo(f\"  Main Model:       {config.main_model or 'Not set'}\")\n                if not caw_mode:\n                    click.echo(f\"  Base URL:         {config.base_url or 'Not set'}\")\n                    click.echo(f\"  Cluster Model:    {config.cluster_model or 'Not set'}\")\n                    click.echo(f\"  Fallback Model:   {config.fallback_model or 'Not set'}\")\n                    if config.provider == \"bedrock\":\n                        click.echo(f\"  AWS Region:       {config.aws_region}\")\n                    elif config.provider == \"azure-openai\":\n                        click.echo(f\"  API Version:      {config.api_version}\")\n                        click.echo(f\"  Azure Deployment: {config.azure_deployment or 'Not set'}\")\n            else:\n                click.secho(\"  Not configured\", fg=\"yellow\")\n            \n            click.echo()\n            click.secho(\"Output Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Default Output:   {config.default_output}\")\n            \n            click.echo()\n            click.secho(\"Token Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Max Tokens:              {config.max_tokens}\")\n                click.echo(f\"  Max Token/Module:        {config.max_token_per_module}\")\n                click.echo(f\"  Max Token/Leaf Module:   {config.max_token_per_leaf_module}\")\n            \n            click.echo()\n            click.secho(\"Decomposition Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Max Depth:               {config.max_depth}\")\n            \n            click.echo()\n            click.secho(\"Agent Instructions\", fg=\"cyan\", bold=True)\n            if config and config.agent_instructions and not config.agent_instructions.is_empty():\n                agent = config.agent_instructions\n                if agent.include_patterns:\n                    click.echo(f\"  Include patterns:   {', '.join(agent.include_patterns)}\")\n                if agent.exclude_patterns:\n                    click.echo(f\"  Exclude patterns:   {', '.join(agent.exclude_patterns)}\")\n                if agent.focus_modules:\n                    click.echo(f\"  Focus modules:      {', '.join(agent.focus_modules)}\")\n                if agent.doc_type:\n                    click.echo(f\"  Doc type:           {agent.doc_type}\")\n                if agent.custom_instructions:\n                    click.echo(f\"  Custom instructions: {agent.custom_instructions[:50]}...\")\n            else:\n                click.secho(\"  Using defaults (no custom settings)\", fg=\"yellow\")\n            \n            click.echo()\n            click.echo(f\"Configuration file: {manager.config_file_path}\")\n            click.echo()\n        \n    except Exception as e:\n        sys.exit(handle_error(e))",
     "start_line": 317,
@@ -154,11 +154,11 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
     "relative_path": "codewiki/cli/commands/config.py",
     "depends_on": [
-      "codewiki/src/be/backend.py::is_caw_provider",
       "codewiki/cli/utils/validation.py::is_top_tier_model",
+      "codewiki/src/be/backend.py::is_caw_provider",
       "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/utils/validation.py::validate_url",
-      "codewiki/cli/utils/errors.py::handle_error"
+      "codewiki/cli/utils/errors.py::handle_error",
+      "codewiki/cli/utils/validation.py::validate_url"
     ],
     "source_code": "def config_validate(quick: bool, verbose: bool):\n    \"\"\"\n    Validate configuration and test LLM API connectivity.\n    \n    Checks:\n      • Configuration file exists and is valid\n      • API key is present\n      • API settings are correctly formatted\n      • (Optional) API connectivity test\n    \n    Examples:\n    \n    \\b\n    # Full validation with API test\n    $ codewiki config validate\n    \n    \\b\n    # Quick validation (config only)\n    $ codewiki config validate --quick\n    \n    \\b\n    # Verbose output\n    $ codewiki config validate --verbose\n    \"\"\"\n    try:\n        click.echo()\n        click.secho(\"Validating configuration...\", fg=\"blue\", bold=True)\n        click.echo()\n        \n        manager = ConfigManager()\n        \n        # Step 1: Check config file\n        if verbose:\n            click.echo(\"[1/5] Checking configuration file...\")\n            click.echo(f\"      Path: {manager.config_file_path}\")\n        \n        if not manager.load():\n            click.secho(\"✗ Configuration file not found\", fg=\"red\")\n            click.echo()\n            click.echo(\"Error: Configuration is incomplete. Run 'codewiki config set --help' for setup instructions.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        if verbose:\n            click.secho(\"      ✓ File exists\", fg=\"green\")\n            click.secho(\"      ✓ Valid JSON format\", fg=\"green\")\n        else:\n            click.secho(\"✓ Configuration file exists\", fg=\"green\")\n        \n        # Load config early so we know the provider for the rest of the checks.\n        config = manager.get_config()\n        from codewiki.src.be.backend import is_caw_provider\n        caw_mode = bool(config) and is_caw_provider(config.provider)\n\n        # Step 2: Check API key (skipped for subscription providers)\n        if verbose:\n            click.echo()\n            click.echo(\"[2/5] Checking API key...\")\n\n        if caw_mode:\n            if verbose:\n                click.secho(\"      ✓ API key not required (subscription mode)\", fg=\"green\")\n            else:\n                click.secho(\"✓ API key not required (subscription mode)\", fg=\"green\")\n        else:\n            if verbose:\n                storage = \"system keychain\" if manager.keyring_available else \"encrypted file\"\n                click.echo(f\"      Storage: {storage}\")\n\n            api_key = manager.get_api_key()\n            if not api_key:\n                click.secho(\"✗ API key missing\", fg=\"red\")\n                click.echo()\n                click.echo(\"Error: API key not set. Run 'codewiki config set --api-key <key>'\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(f\"      ✓ API key retrieved\", fg=\"green\")\n                click.secho(f\"      ✓ Length: {len(api_key)} characters\", fg=\"green\")\n            else:\n                click.secho(\"✓ API key present (stored in keychain)\", fg=\"green\")\n\n        # Step 3: Check base URL (skipped for subscription providers)\n        if verbose:\n            click.echo()\n            click.echo(\"[3/5] Checking base URL...\")\n\n        if caw_mode:\n            if verbose:\n                click.secho(\"      ✓ Base URL not required (subscription mode)\", fg=\"green\")\n            else:\n                click.secho(\"✓ Base URL not required (subscription mode)\", fg=\"green\")\n        else:\n            if verbose:\n                click.echo(f\"      URL: {config.base_url}\")\n\n            if not config.base_url:\n                click.secho(\"✗ Base URL not set\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            try:\n                validate_url(config.base_url)\n                if verbose:\n                    click.secho(\"      ✓ Valid HTTPS URL\", fg=\"green\")\n                else:\n                    click.secho(f\"✓ Base URL valid: {config.base_url}\", fg=\"green\")\n            except ConfigurationError as e:\n                click.secho(f\"✗ Invalid base URL: {e.message}\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Step 4: Check models\n        if verbose:\n            click.echo()\n            click.echo(\"[4/5] Checking model configuration...\")\n            click.echo(f\"      Main model: {config.main_model}\")\n            if not caw_mode:\n                click.echo(f\"      Cluster model: {config.cluster_model}\")\n                click.echo(f\"      Fallback model: {config.fallback_model}\")\n\n        if caw_mode:\n            if not config.main_model:\n                click.secho(\"✗ Main model not configured\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n            if verbose:\n                click.secho(\"      ✓ Main model configured\", fg=\"green\")\n            else:\n                click.secho(f\"✓ Main model configured: {config.main_model}\", fg=\"green\")\n        else:\n            if not config.main_model or not config.cluster_model or not config.fallback_model:\n                click.secho(\"✗ Models not configured\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(\"      ✓ Models configured\", fg=\"green\")\n            else:\n                click.secho(f\"✓ Main model configured: {config.main_model}\", fg=\"green\")\n                click.secho(f\"✓ Cluster model configured: {config.cluster_model}\", fg=\"green\")\n                click.secho(f\"✓ Fallback model configured: {config.fallback_model}\", fg=\"green\")\n\n            # Warn about non-top-tier cluster model\n            if not is_top_tier_model(config.cluster_model):\n                click.secho(\n                    \"⚠️  Cluster model is not top-tier. Consider using claude-sonnet-4 or gpt-4.\",\n                    fg=\"yellow\"\n                )\n\n        # Step 5: API connectivity test (unless --quick)\n        if caw_mode:\n            if verbose:\n                click.echo()\n                click.echo(\"[5/5] Checking CLI availability...\")\n\n            import shutil\n            cli_name = \"claude\" if config.provider == \"claude-code\" else \"codex\"\n            cli_path = shutil.which(cli_name)\n            if not cli_path:\n                click.secho(f\"✗ {cli_name} CLI not found in PATH\", fg=\"red\")\n                click.echo(\n                    f\"\\nInstall the {cli_name} CLI and run '{cli_name} login' \"\n                    f\"to authenticate, then re-run this command.\"\n                )\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(f\"      ✓ {cli_name} CLI found at {cli_path}\", fg=\"green\")\n                click.secho(\n                    f\"      ↳ Ensure '{cli_name} login' has been run on this host.\",\n                    fg=\"cyan\",\n                )\n            else:\n                click.secho(f\"✓ {cli_name} CLI available (run '{cli_name} login' if not yet authenticated)\", fg=\"green\")\n        elif not quick:\n            if verbose:\n                click.echo()\n                click.echo(\"[5/5] Testing API connectivity...\")\n                click.echo(f\"      URL: {config.base_url}\")\n\n            try:\n                base_url_lower = (config.base_url or \"\").lower()\n                provider = getattr(config, 'provider', 'openai-compatible')\n                if provider == \"azure-openai\" or \".openai.azure.com\" in base_url_lower:\n                    # Use Azure OpenAI SDK\n                    from openai import AzureOpenAI\n                    client = AzureOpenAI(\n                        api_key=api_key,\n                        api_version=config.api_version,\n                        azure_endpoint=config.base_url,\n                    )\n                    client.models.list()\n                elif \"api.anthropic.com\" in base_url_lower:\n                    # Use Anthropic SDK for native Anthropic endpoints\n                    import anthropic\n                    client = anthropic.Anthropic(api_key=api_key)\n                    client.models.list(limit=1)\n                else:\n                    # Use OpenAI SDK for OpenAI-compatible endpoints\n                    from openai import OpenAI\n                    client = OpenAI(api_key=api_key, base_url=config.base_url)\n                    client.models.list()\n\n                if verbose:\n                    click.secho(\"      ✓ API responded successfully\", fg=\"green\")\n                else:\n                    click.secho(\"✓ API connectivity test successful\", fg=\"green\")\n            except Exception as e:\n                click.secho(\"✗ API connectivity test failed\", fg=\"red\")\n                if verbose:\n                    click.echo(f\"      Error: {e}\")\n                sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Success\n        click.echo()\n        click.secho(\"✓ Configuration is valid!\", fg=\"green\", bold=True)\n        click.echo()\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
     "start_line": 459,
@@ -184,10 +184,10 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
     "relative_path": "codewiki/cli/commands/config.py",
     "depends_on": [
+      "codewiki/cli/models/config.py::AgentInstructions",
       "codewiki/cli/config_manager.py::ConfigManager",
       "codewiki/cli/commands/config.py::parse_patterns",
-      "codewiki/cli/utils/errors.py::handle_error",
-      "codewiki/cli/models/config.py::AgentInstructions"
+      "codewiki/cli/utils/errors.py::handle_error"
     ],
     "source_code": "def config_agent(\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    clear: bool\n):\n    \"\"\"\n    Configure default agent instructions for documentation generation.\n    \n    These settings are used as defaults when running 'codewiki generate'.\n    Runtime options (--include, --exclude, etc.) override these defaults.\n    \n    Examples:\n    \n    \\b\n    # Set include patterns for C# projects\n    $ codewiki config agent --include \"*.cs\"\n    \n    \\b\n    # Exclude test projects\n    $ codewiki config agent --exclude \"*Tests*,*Specs*,test_*\"\n    \n    \\b\n    # Focus on specific modules\n    $ codewiki config agent --focus \"src/core,src/api\"\n    \n    \\b\n    # Set default doc type\n    $ codewiki config agent --doc-type architecture\n    \n    \\b\n    # Add custom instructions\n    $ codewiki config agent --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Clear all agent instructions\n    $ codewiki config agent --clear\n    \"\"\"\n    try:\n        manager = ConfigManager()\n        \n        if not manager.load():\n            click.secho(\"\\n✗ Configuration not found.\", fg=\"red\", err=True)\n            click.echo(\"\\nPlease run 'codewiki config set' first to configure your API credentials.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        config = manager.get_config()\n        \n        if clear:\n            # Clear all agent instructions\n            config.agent_instructions = AgentInstructions()\n            manager.save()\n            click.echo()\n            click.secho(\"✓ Agent instructions cleared\", fg=\"green\")\n            click.echo()\n            return\n        \n        # Check if at least one option is provided\n        if not any([include, exclude, focus, doc_type, instructions]):\n            # Display current settings\n            click.echo()\n            click.secho(\"Agent Instructions\", fg=\"blue\", bold=True)\n            click.echo(\"━\" * 40)\n            click.echo()\n            \n            agent = config.agent_instructions\n            if agent and not agent.is_empty():\n                if agent.include_patterns:\n                    click.echo(f\"  Include patterns:   {', '.join(agent.include_patterns)}\")\n                if agent.exclude_patterns:\n                    click.echo(f\"  Exclude patterns:   {', '.join(agent.exclude_patterns)}\")\n                if agent.focus_modules:\n                    click.echo(f\"  Focus modules:      {', '.join(agent.focus_modules)}\")\n                if agent.doc_type:\n                    click.echo(f\"  Doc type:           {agent.doc_type}\")\n                if agent.custom_instructions:\n                    click.echo(f\"  Custom instructions: {agent.custom_instructions}\")\n            else:\n                click.secho(\"  No agent instructions configured (using defaults)\", fg=\"yellow\")\n            \n            click.echo()\n            click.echo(\"Use 'codewiki config agent --help' for usage information.\")\n            click.echo()\n            return\n        \n        # Update agent instructions\n        current = config.agent_instructions or AgentInstructions()\n        \n        if include is not None:\n            current.include_patterns = parse_patterns(include) if include else None\n        if exclude is not None:\n            current.exclude_patterns = parse_patterns(exclude) if exclude else None\n        if focus is not None:\n            current.focus_modules = parse_patterns(focus) if focus else None\n        if doc_type is not None:\n            current.doc_type = doc_type if doc_type else None\n        if instructions is not None:\n            current.custom_instructions = instructions if instructions else None\n        \n        config.agent_instructions = current\n        manager.save()\n        \n        # Display success messages\n        click.echo()\n        if include:\n            click.secho(f\"✓ Include patterns: {parse_patterns(include)}\", fg=\"green\")\n        if exclude:\n            click.secho(f\"✓ Exclude patterns: {parse_patterns(exclude)}\", fg=\"green\")\n        if focus:\n            click.secho(f\"✓ Focus modules: {parse_patterns(focus)}\", fg=\"green\")\n        if doc_type:\n            click.secho(f\"✓ Doc type: {doc_type}\", fg=\"green\")\n        if instructions:\n            click.secho(f\"✓ Custom instructions set\", fg=\"green\")\n        \n        click.echo(\"\\n\" + click.style(\"Agent instructions updated successfully.\", fg=\"green\", bold=True))\n        click.echo()\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e))",
     "start_line": 720,
@@ -318,31 +318,31 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
     "relative_path": "codewiki/cli/commands/generate.py",
     "depends_on": [
-      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/commands/generate.py::parse_patterns",
+      "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
       "codewiki/cli/utils/errors.py::handle_error",
-      "codewiki/cli/utils/errors.py::RepositoryError",
+      "codewiki/cli/models/config.py::AgentInstructions",
+      "codewiki/cli/git_manager.py::GitManager",
+      "codewiki/cli/utils/repo_validator.py::check_writable_output",
       "codewiki/cli/utils/repo_validator.py::get_git_branch",
       "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
-      "codewiki/cli/commands/generate.py::_detect_changed_files",
-      "codewiki/cli/utils/errors.py::success",
-      "codewiki/cli/utils/logging.py::create_logger",
       "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
-      "codewiki/cli/git_manager.py::GitManager",
-      "codewiki/cli/utils/errors.py::ConfigurationError",
-      "codewiki/cli/models/job.py::GenerationOptions",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/cli/models/config.py::AgentInstructions",
       "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
-      "codewiki/cli/commands/generate.py::parse_patterns",
-      "codewiki/cli/utils/errors.py::info",
       "codewiki/cli/utils/repo_validator.py::validate_repository",
-      "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
-      "codewiki/cli/utils/repo_validator.py::check_writable_output",
-      "codewiki/cli/utils/repo_validator.py::is_git_repository"
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/cli/utils/repo_validator.py::is_git_repository",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/cli/models/job.py::GenerationOptions",
+      "codewiki/cli/utils/errors.py::success",
+      "codewiki/cli/utils/errors.py::ConfigurationError",
+      "codewiki/cli/config_manager.py::ConfigManager",
+      "codewiki/cli/utils/logging.py::create_logger",
+      "codewiki/cli/commands/generate.py::_detect_changed_files",
+      "codewiki/cli/utils/errors.py::RepositoryError"
     ],
-    "source_code": "def generate_command(\n    ctx,\n    output: str,\n    create_branch: bool,\n    github_pages: bool,\n    no_cache: bool,\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    verbose: bool,\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    update: bool = False\n):\n    \"\"\"\n    Generate comprehensive documentation for a code repository.\n    \n    Analyzes the current repository and generates documentation using LLM-powered\n    analysis. Documentation is output to ./docs/ by default.\n    \n    Examples:\n    \n    \\b\n    # Basic generation\n    $ codewiki generate\n    \n    \\b\n    # With git branch creation and GitHub Pages\n    $ codewiki generate --create-branch --github-pages\n    \n    \\b\n    # Force full regeneration\n    $ codewiki generate --no-cache\n    \n    \\b\n    # C# project: only .cs files, exclude tests\n    $ codewiki generate --include \"*.cs\" --exclude \"*Tests*,*Specs*\"\n    \n    \\b\n    # Focus on specific modules with architecture docs\n    $ codewiki generate --focus \"src/core,src/api\" --doc-type architecture\n    \n    \\b\n    # Custom instructions\n    $ codewiki generate --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Override max tokens for this generation\n    $ codewiki generate --max-tokens 16384\n    \n    \\b\n    # Set all max token limits\n    $ codewiki generate --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n    \n    \\b\n    # Override max depth for hierarchical decomposition\n    $ codewiki generate --max-depth 3\n    \"\"\"\n    logger = create_logger(verbose=verbose)\n    start_time = time.time()\n    \n    # Suppress httpx INFO logs\n    logging.getLogger(\"httpx\").setLevel(logging.WARNING)\n    \n    try:\n        # Pre-generation checks\n        logger.step(\"Validating configuration...\", 1, 4)\n        \n        # Load configuration\n        config_manager = ConfigManager()\n        if not config_manager.load():\n            raise ConfigurationError(\n                \"Configuration not found or invalid.\\n\\n\"\n                \"Please run 'codewiki config set' to configure your LLM API credentials:\\n\"\n                \"  codewiki config set --api-key <your-api-key> --base-url <api-url> \\\\\\n\"\n                \"    --main-model <model> --cluster-model <model>\\n\\n\"\n                \"For more help: codewiki config --help\"\n            )\n        \n        if not config_manager.is_configured():\n            raise ConfigurationError(\n                \"Configuration is incomplete. Please run 'codewiki config validate'\"\n            )\n        \n        config = config_manager.get_config()\n        api_key = config_manager.get_api_key()\n        \n        logger.success(\"Configuration valid\")\n        \n        # Validate repository\n        logger.step(\"Validating repository...\", 2, 4)\n        \n        repo_path = Path.cwd()\n        repo_path, languages = validate_repository(repo_path)\n        \n        logger.success(f\"Repository valid: {repo_path.name}\")\n        if verbose:\n            logger.debug(f\"Detected languages: {', '.join(f'{lang} ({count} files)' for lang, count in languages)}\")\n        \n        # Check git repository\n        if not is_git_repository(repo_path):\n            if create_branch:\n                raise RepositoryError(\n                    \"Not a git repository.\\n\\n\"\n                    \"The --create-branch flag requires a git repository.\\n\\n\"\n                    \"To initialize a git repository: git init\"\n                )\n            else:\n                logger.warning(\"Not a git repository. Git features unavailable.\")\n        \n        # Validate output directory\n        output_dir = Path(output).expanduser().resolve()\n        check_writable_output(output_dir.parent)\n        \n        logger.success(f\"Output directory: {output_dir}\")\n        \n        # Incremental update: detect changed files and selectively regenerate\n        changed_files = None\n        if update and output_dir.exists():\n            changed_files = _detect_changed_files(repo_path, output_dir, logger, verbose)\n            if changed_files is not None and len(changed_files) == 0:\n                logger.success(\"No changes detected since last generation. Documentation is up to date.\")\n                sys.exit(EXIT_SUCCESS)\n            if changed_files is not None:\n                logger.info(f\"  Detected {len(changed_files)} changed files — regenerating affected modules.\")\n                # Remove cached module docs for affected files so they get regenerated\n                _invalidate_affected_modules(output_dir, changed_files, logger, verbose)\n\n        # Check for existing documentation\n        if not update and output_dir.exists() and list(output_dir.glob(\"*.md\")):\n            if not click.confirm(\n                f\"\\n{output_dir} already contains documentation. Overwrite?\",\n                default=True\n            ):\n                logger.info(\"Generation cancelled by user.\")\n                sys.exit(EXIT_SUCCESS)\n        \n        # Git branch creation (if requested)\n        branch_name = None\n        if create_branch:\n            logger.step(\"Creating git branch...\", 3, 4)\n            \n            from codewiki.cli.git_manager import GitManager\n            \n            git_manager = GitManager(repo_path)\n            \n            # Check clean working directory\n            is_clean, status_msg = git_manager.check_clean_working_directory()\n            if not is_clean:\n                raise RepositoryError(\n                    \"Working directory has uncommitted changes.\\n\\n\"\n                    f\"{status_msg}\\n\\n\"\n                    \"Cannot create documentation branch with uncommitted changes.\\n\"\n                    \"Please commit or stash your changes first:\\n\"\n                    \"  git add -A && git commit -m \\\"Your message\\\"\\n\"\n                    \"  # or\\n\"\n                    \"  git stash\"\n                )\n            \n            # Create branch\n            branch_name = git_manager.create_documentation_branch()\n            logger.success(f\"Created branch: {branch_name}\")\n        \n        # Generate documentation\n        logger.step(\"Generating documentation...\", 4, 4)\n        click.echo()\n        \n        # Create generation options\n        generation_options = GenerationOptions(\n            create_branch=create_branch,\n            github_pages=github_pages,\n            no_cache=no_cache,\n            custom_output=output if output != \"docs\" else None\n        )\n        \n        # Create runtime agent instructions from CLI options\n        runtime_instructions = None\n        if any([include, exclude, focus, doc_type, instructions]):\n            runtime_instructions = AgentInstructions(\n                include_patterns=parse_patterns(include) if include else None,\n                exclude_patterns=parse_patterns(exclude) if exclude else None,\n                focus_modules=parse_patterns(focus) if focus else None,\n                doc_type=doc_type,\n                custom_instructions=instructions,\n            )\n            \n            if verbose:\n                if include:\n                    logger.debug(f\"Include patterns: {parse_patterns(include)}\")\n                if exclude:\n                    logger.debug(f\"Exclude patterns: {parse_patterns(exclude)}\")\n                if focus:\n                    logger.debug(f\"Focus modules: {parse_patterns(focus)}\")\n                if doc_type:\n                    logger.debug(f\"Doc type: {doc_type}\")\n                if instructions:\n                    logger.debug(f\"Custom instructions: {instructions}\")\n        \n        # Log max token settings if verbose\n        if verbose:\n            effective_max_tokens = max_tokens if max_tokens is not None else config.max_tokens\n            effective_max_token_per_module = max_token_per_module if max_token_per_module is not None else config.max_token_per_module\n            effective_max_token_per_leaf = max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module\n            effective_max_depth = max_depth if max_depth is not None else config.max_depth\n            logger.debug(f\"Max tokens: {effective_max_tokens}\")\n            logger.debug(f\"Max token/module: {effective_max_token_per_module}\")\n            logger.debug(f\"Max token/leaf module: {effective_max_token_per_leaf}\")\n            logger.debug(f\"Max depth: {effective_max_depth}\")\n        \n        # Get agent instructions (merge runtime with persistent)\n        agent_instructions_dict = None\n        if runtime_instructions and not runtime_instructions.is_empty():\n            # Merge with persistent settings\n            merged = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or (config.agent_instructions.include_patterns if config.agent_instructions else None),\n                exclude_patterns=runtime_instructions.exclude_patterns or (config.agent_instructions.exclude_patterns if config.agent_instructions else None),\n                focus_modules=runtime_instructions.focus_modules or (config.agent_instructions.focus_modules if config.agent_instructions else None),\n                doc_type=runtime_instructions.doc_type or (config.agent_instructions.doc_type if config.agent_instructions else None),\n                custom_instructions=runtime_instructions.custom_instructions or (config.agent_instructions.custom_instructions if config.agent_instructions else None),\n            )\n            agent_instructions_dict = merged.to_dict()\n        elif config.agent_instructions and not config.agent_instructions.is_empty():\n            agent_instructions_dict = config.agent_instructions.to_dict()\n        \n        # Create generator\n        generator = CLIDocumentationGenerator(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            config={\n                'main_model': config.main_model,\n                'cluster_model': config.cluster_model,\n                'fallback_model': config.fallback_model,\n                'base_url': config.base_url,\n                'api_key': api_key,\n                'provider': getattr(config, 'provider', 'openai-compatible'),\n                'aws_region': getattr(config, 'aws_region', 'us-east-1'),\n                'agent_instructions': agent_instructions_dict,\n                # Max token settings (runtime overrides take precedence)\n                'max_tokens': max_tokens if max_tokens is not None else config.max_tokens,\n                'max_token_per_module': max_token_per_module if max_token_per_module is not None else config.max_token_per_module,\n                'max_token_per_leaf_module': max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module,\n                # Max depth setting (runtime override takes precedence)\n                'max_depth': max_depth if max_depth is not None else config.max_depth,\n            },\n            verbose=verbose,\n            generate_html=github_pages\n        )\n        \n        # Run generation\n        job = generator.generate()\n        \n        # Post-generation\n        generation_time = time.time() - start_time\n        \n        # Get repository info\n        repo_url = None\n        commit_hash = get_git_commit_hash(repo_path)\n        current_branch = get_git_branch(repo_path)\n        \n        if is_git_repository(repo_path):\n            try:\n                import git\n                repo = git.Repo(repo_path)\n                if repo.remotes:\n                    repo_url = repo.remotes.origin.url\n            except:\n                pass\n        \n        # Display instructions\n        display_post_generation_instructions(\n            output_dir=output_dir,\n            repo_name=repo_path.name,\n            repo_url=repo_url,\n            branch_name=branch_name,\n            github_pages=github_pages,\n            files_generated=job.files_generated,\n            statistics={\n                'module_count': job.module_count,\n                'total_files_analyzed': job.statistics.total_files_analyzed,\n                'generation_time': generation_time,\n                'total_tokens_used': job.statistics.total_tokens_used,\n            }\n        )\n        \n    except ConfigurationError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except RepositoryError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except APIError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except KeyboardInterrupt:\n        click.echo(\"\\n\\nInterrupted by user\")\n        sys.exit(130)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
+    "source_code": "def generate_command(\n    ctx,\n    output: str,\n    create_branch: bool,\n    github_pages: bool,\n    no_cache: bool,\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    verbose: bool,\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    update: bool = False\n):\n    \"\"\"\n    Generate comprehensive documentation for a code repository.\n    \n    Analyzes the current repository and generates documentation using LLM-powered\n    analysis. Documentation is output to ./docs/ by default.\n    \n    Examples:\n    \n    \\b\n    # Basic generation\n    $ codewiki generate\n    \n    \\b\n    # With git branch creation and GitHub Pages\n    $ codewiki generate --create-branch --github-pages\n    \n    \\b\n    # Force full regeneration\n    $ codewiki generate --no-cache\n    \n    \\b\n    # C# project: only .cs files, exclude tests\n    $ codewiki generate --include \"*.cs\" --exclude \"*Tests*,*Specs*\"\n    \n    \\b\n    # Focus on specific modules with architecture docs\n    $ codewiki generate --focus \"src/core,src/api\" --doc-type architecture\n    \n    \\b\n    # Custom instructions\n    $ codewiki generate --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Override max tokens for this generation\n    $ codewiki generate --max-tokens 16384\n    \n    \\b\n    # Set all max token limits\n    $ codewiki generate --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n    \n    \\b\n    # Override max depth for hierarchical decomposition\n    $ codewiki generate --max-depth 3\n    \"\"\"\n    logger = create_logger(verbose=verbose)\n    start_time = time.time()\n    \n    # Suppress httpx INFO logs\n    logging.getLogger(\"httpx\").setLevel(logging.WARNING)\n    \n    try:\n        # Pre-generation checks\n        logger.step(\"Validating configuration...\", 1, 4)\n        \n        # Load configuration\n        config_manager = ConfigManager()\n        if not config_manager.load():\n            raise ConfigurationError(\n                \"Configuration not found or invalid.\\n\\n\"\n                \"Please run 'codewiki config set' to configure your LLM API credentials:\\n\"\n                \"  codewiki config set --api-key <your-api-key> --base-url <api-url> \\\\\\n\"\n                \"    --main-model <model> --cluster-model <model>\\n\\n\"\n                \"For more help: codewiki config --help\"\n            )\n        \n        if not config_manager.is_configured():\n            raise ConfigurationError(\n                \"Configuration is incomplete. Please run 'codewiki config validate'\"\n            )\n        \n        config = config_manager.get_config()\n        api_key = config_manager.get_api_key()\n        \n        logger.success(\"Configuration valid\")\n        \n        # Validate repository\n        logger.step(\"Validating repository...\", 2, 4)\n        \n        repo_path = Path.cwd()\n        repo_path, languages = validate_repository(repo_path)\n        \n        logger.success(f\"Repository valid: {repo_path.name}\")\n        if verbose:\n            logger.debug(f\"Detected languages: {', '.join(f'{lang} ({count} files)' for lang, count in languages)}\")\n        \n        # Check git repository\n        if not is_git_repository(repo_path):\n            if create_branch:\n                raise RepositoryError(\n                    \"Not a git repository.\\n\\n\"\n                    \"The --create-branch flag requires a git repository.\\n\\n\"\n                    \"To initialize a git repository: git init\"\n                )\n            else:\n                logger.warning(\"Not a git repository. Git features unavailable.\")\n        \n        # Validate output directory\n        output_dir = Path(output).expanduser().resolve()\n        check_writable_output(output_dir.parent)\n        \n        logger.success(f\"Output directory: {output_dir}\")\n        \n        # Incremental update: detect changed files and selectively regenerate\n        changed_files = None\n        if update and output_dir.exists():\n            changed_files = _detect_changed_files(repo_path, output_dir, logger, verbose)\n            if changed_files is not None and len(changed_files) == 0:\n                logger.success(\"No changes detected since last generation. Documentation is up to date.\")\n                sys.exit(EXIT_SUCCESS)\n            if changed_files is not None:\n                logger.info(f\"  Detected {len(changed_files)} changed files — regenerating affected modules.\")\n                # Remove cached module docs for affected files so they get regenerated\n                _invalidate_affected_modules(output_dir, changed_files, logger, verbose)\n\n        # Check for existing documentation\n        if not update and output_dir.exists() and list(output_dir.glob(\"*.md\")):\n            if not click.confirm(\n                f\"\\n{output_dir} already contains documentation. Overwrite?\",\n                default=True\n            ):\n                logger.info(\"Generation cancelled by user.\")\n                sys.exit(EXIT_SUCCESS)\n        \n        # Git branch creation (if requested)\n        branch_name = None\n        if create_branch:\n            logger.step(\"Creating git branch...\", 3, 4)\n            \n            from codewiki.cli.git_manager import GitManager\n            \n            git_manager = GitManager(repo_path)\n            \n            # Check clean working directory\n            is_clean, status_msg = git_manager.check_clean_working_directory()\n            if not is_clean:\n                raise RepositoryError(\n                    \"Working directory has uncommitted changes.\\n\\n\"\n                    f\"{status_msg}\\n\\n\"\n                    \"Cannot create documentation branch with uncommitted changes.\\n\"\n                    \"Please commit or stash your changes first:\\n\"\n                    \"  git add -A && git commit -m \\\"Your message\\\"\\n\"\n                    \"  # or\\n\"\n                    \"  git stash\"\n                )\n            \n            # Create branch\n            branch_name = git_manager.create_documentation_branch()\n            logger.success(f\"Created branch: {branch_name}\")\n        \n        # Generate documentation\n        logger.step(\"Generating documentation...\", 4, 4)\n        click.echo()\n        \n        # Create generation options\n        generation_options = GenerationOptions(\n            create_branch=create_branch,\n            github_pages=github_pages,\n            no_cache=no_cache,\n            custom_output=output if output != \"docs\" else None\n        )\n        \n        # Create runtime agent instructions from CLI options\n        runtime_instructions = None\n        if any([include, exclude, focus, doc_type, instructions]):\n            runtime_instructions = AgentInstructions(\n                include_patterns=parse_patterns(include) if include else None,\n                exclude_patterns=parse_patterns(exclude) if exclude else None,\n                focus_modules=parse_patterns(focus) if focus else None,\n                doc_type=doc_type,\n                custom_instructions=instructions,\n            )\n            \n            if verbose:\n                if include:\n                    logger.debug(f\"Include patterns: {parse_patterns(include)}\")\n                if exclude:\n                    logger.debug(f\"Exclude patterns: {parse_patterns(exclude)}\")\n                if focus:\n                    logger.debug(f\"Focus modules: {parse_patterns(focus)}\")\n                if doc_type:\n                    logger.debug(f\"Doc type: {doc_type}\")\n                if instructions:\n                    logger.debug(f\"Custom instructions: {instructions}\")\n        \n        # Log max token settings if verbose\n        if verbose:\n            effective_max_tokens = max_tokens if max_tokens is not None else config.max_tokens\n            effective_max_token_per_module = max_token_per_module if max_token_per_module is not None else config.max_token_per_module\n            effective_max_token_per_leaf = max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module\n            effective_max_depth = max_depth if max_depth is not None else config.max_depth\n            logger.debug(f\"Max tokens: {effective_max_tokens}\")\n            logger.debug(f\"Max token/module: {effective_max_token_per_module}\")\n            logger.debug(f\"Max token/leaf module: {effective_max_token_per_leaf}\")\n            logger.debug(f\"Max depth: {effective_max_depth}\")\n        \n        # Get agent instructions (merge runtime with persistent)\n        agent_instructions_dict = None\n        if runtime_instructions and not runtime_instructions.is_empty():\n            # Merge with persistent settings\n            merged = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or (config.agent_instructions.include_patterns if config.agent_instructions else None),\n                exclude_patterns=runtime_instructions.exclude_patterns or (config.agent_instructions.exclude_patterns if config.agent_instructions else None),\n                focus_modules=runtime_instructions.focus_modules or (config.agent_instructions.focus_modules if config.agent_instructions else None),\n                doc_type=runtime_instructions.doc_type or (config.agent_instructions.doc_type if config.agent_instructions else None),\n                custom_instructions=runtime_instructions.custom_instructions or (config.agent_instructions.custom_instructions if config.agent_instructions else None),\n            )\n            agent_instructions_dict = merged.to_dict()\n        elif config.agent_instructions and not config.agent_instructions.is_empty():\n            agent_instructions_dict = config.agent_instructions.to_dict()\n        \n        # Create generator\n        # Get commit_id early so it can be stored in metadata.json for --update support\n        commit_id = get_git_commit_hash(repo_path)\n        generator = CLIDocumentationGenerator(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            config={\n                'main_model': config.main_model,\n                'cluster_model': config.cluster_model,\n                'fallback_model': config.fallback_model,\n                'base_url': config.base_url,\n                'api_key': api_key,\n                'provider': getattr(config, 'provider', 'openai-compatible'),\n                'aws_region': getattr(config, 'aws_region', 'us-east-1'),\n                'agent_instructions': agent_instructions_dict,\n                # Max token settings (runtime overrides take precedence)\n                'max_tokens': max_tokens if max_tokens is not None else config.max_tokens,\n                'max_token_per_module': max_token_per_module if max_token_per_module is not None else config.max_token_per_module,\n                'max_token_per_leaf_module': max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module,\n                # Max depth setting (runtime override takes precedence)\n                'max_depth': max_depth if max_depth is not None else config.max_depth,\n            },\n            verbose=verbose,\n            generate_html=github_pages,\n            commit_id=commit_id,\n        )\n        \n        # Run generation\n        job = generator.generate()\n        \n        # Post-generation\n        generation_time = time.time() - start_time\n        \n        # Get repository info\n        repo_url = None\n        current_branch = get_git_branch(repo_path)\n        \n        if is_git_repository(repo_path):\n            try:\n                import git\n                repo = git.Repo(repo_path)\n                if repo.remotes:\n                    repo_url = repo.remotes.origin.url\n            except:\n                pass\n        \n        # Display instructions\n        display_post_generation_instructions(\n            output_dir=output_dir,\n            repo_name=repo_path.name,\n            repo_url=repo_url,\n            branch_name=branch_name,\n            github_pages=github_pages,\n            files_generated=job.files_generated,\n            statistics={\n                'module_count': job.module_count,\n                'total_files_analyzed': job.statistics.total_files_analyzed,\n                'generation_time': generation_time,\n                'total_tokens_used': job.statistics.total_tokens_used,\n            }\n        )\n        \n    except ConfigurationError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except RepositoryError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except APIError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except KeyboardInterrupt:\n        click.echo(\"\\n\\nInterrupted by user\")\n        sys.exit(130)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
     "start_line": 299,
-    "end_line": 603,
+    "end_line": 605,
     "has_docstring": true,
     "docstring": "Generate comprehensive documentation for a code repository.\n\nAnalyzes the current repository and generates documentation using LLM-powered\nanalysis. Documentation is output to ./docs/ by default.\n\nExamples:\n\n\b\n# Basic generation\n$ codewiki generate\n\n\b\n# With git branch creation and GitHub Pages\n$ codewiki generate --create-branch --github-pages\n\n\b\n# Force full regeneration\n$ codewiki generate --no-cache\n\n\b\n# C# project: only .cs files, exclude tests\n$ codewiki generate --include \"*.cs\" --exclude \"*Tests*,*Specs*\"\n\n\b\n# Focus on specific modules with architecture docs\n$ codewiki generate --focus \"src/core,src/api\" --doc-type architecture\n\n\b\n# Custom instructions\n$ codewiki generate --instructions \"Focus on public APIs and include usage examples\"\n\n\b\n# Override max tokens for this generation\n$ codewiki generate --max-tokens 16384\n\n\b\n# Set all max token limits\n$ codewiki generate --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n\b\n# Override max depth for hierarchical decomposition\n$ codewiki generate --max-depth 3",
     "parameters": [
@@ -378,14 +378,14 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/config_manager.py",
     "relative_path": "codewiki/cli/config_manager.py",
     "depends_on": [
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/cli/utils/fs.py::safe_read",
+      "codewiki/cli/utils/fs.py::safe_write",
+      "codewiki/cli/models/config.py::Configuration",
       "codewiki/cli/utils/errors.py::ConfigurationError",
       "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/cli/models/config.py::Configuration",
-      "codewiki/cli/models/config.py::AgentInstructions",
       "codewiki/cli/utils/errors.py::warning",
-      "codewiki/cli/utils/fs.py::safe_write"
+      "codewiki/src/be/backend.py::is_caw_provider",
+      "codewiki/cli/models/config.py::AgentInstructions",
+      "codewiki/cli/utils/fs.py::safe_read"
     ],
     "source_code": "class ConfigManager:\n    \"\"\"\n    Manages CodeWiki configuration with secure keyring storage for API keys.\n\n    Storage:\n        - API key: System keychain via keyring (macOS Keychain, Windows Credential Manager,\n                  Linux Secret Service)\n        - Fallback: ~/.codewiki/credentials.json when keyring is unavailable\n        - Other settings: ~/.codewiki/config.json\n\n    Set CODEWIKI_NO_KEYRING=1 to skip keyring and use file-based storage.\n    \"\"\"\n\n    def __init__(self):\n        \"\"\"Initialize the configuration manager.\"\"\"\n        self._api_key: Optional[str] = None\n        self._config: Optional[Configuration] = None\n        self._force_no_keyring = os.environ.get(\"CODEWIKI_NO_KEYRING\", \"\").strip() in (\"1\", \"true\", \"yes\")\n        self._keyring_available = self._check_keyring_available()\n\n    def _check_keyring_available(self) -> bool:\n        \"\"\"Check if system keyring is available.\"\"\"\n        if self._force_no_keyring:\n            logger.debug(\"Keyring disabled via CODEWIKI_NO_KEYRING\")\n            return False\n        try:\n            # Try to get/set a test value\n            keyring.get_password(KEYRING_SERVICE, \"__test__\")\n            return True\n        except (KeyringError, Exception):\n            return False\n\n    def _load_api_key_from_file(self) -> Optional[str]:\n        \"\"\"Load API key from fallback credentials file.\"\"\"\n        if not CREDENTIALS_FILE.exists():\n            return None\n        try:\n            content = safe_read(CREDENTIALS_FILE)\n            data = json.loads(content)\n            return data.get(\"api_key\")\n        except (json.JSONDecodeError, FileSystemError):\n            return None\n\n    def _save_api_key_to_file(self, api_key: str):\n        \"\"\"Save API key to fallback credentials file (plaintext).\"\"\"\n        ensure_directory(CONFIG_DIR)\n        data = {\"api_key\": api_key}\n        safe_write(CREDENTIALS_FILE, json.dumps(data, indent=2))\n        # Restrict file permissions (owner read/write only)\n        try:\n            CREDENTIALS_FILE.chmod(0o600)\n        except OSError:\n            pass\n    \n    def load(self) -> bool:\n        \"\"\"\n        Load configuration from file and keyring.\n        \n        Returns:\n            True if configuration exists, False otherwise\n        \"\"\"\n        # Load from JSON file\n        if not CONFIG_FILE.exists():\n            return False\n        \n        try:\n            content = safe_read(CONFIG_FILE)\n            data = json.loads(content)\n            \n            # Validate version\n            if data.get('version') != CONFIG_VERSION:\n                # Could implement migration here\n                pass\n            \n            self._config = Configuration.from_dict(data)\n            \n            # Load API key from keyring, falling back to file\n            if self._keyring_available:\n                try:\n                    self._api_key = keyring.get_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n                except (KeyringError, Exception):\n                    pass\n            if self._api_key is None:\n                self._api_key = self._load_api_key_from_file()\n            \n            return True\n        except (json.JSONDecodeError, FileSystemError) as e:\n            raise ConfigurationError(f\"Failed to load configuration: {e}\")\n    \n    def save(\n        self,\n        api_key: Optional[str] = None,\n        base_url: Optional[str] = None,\n        main_model: Optional[str] = None,\n        cluster_model: Optional[str] = None,\n        fallback_model: Optional[str] = None,\n        default_output: Optional[str] = None,\n        max_tokens: Optional[int] = None,\n        max_token_per_module: Optional[int] = None,\n        max_token_per_leaf_module: Optional[int] = None,\n        max_depth: Optional[int] = None,\n        provider: Optional[str] = None,\n        aws_region: Optional[str] = None,\n        api_version: Optional[str] = None,\n        azure_deployment: Optional[str] = None\n    ):\n        \"\"\"\n        Save configuration to file and keyring.\n\n        Args:\n            api_key: API key (stored in keyring)\n            base_url: LLM API base URL\n            main_model: Primary model\n            cluster_model: Clustering model\n            fallback_model: Fallback model\n            default_output: Default output directory\n            max_tokens: Maximum tokens for LLM response\n            max_token_per_module: Maximum tokens per module for clustering\n            max_token_per_leaf_module: Maximum tokens per leaf module\n            max_depth: Maximum depth for hierarchical decomposition\n            provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n            aws_region: AWS region for Bedrock provider\n            api_version: Azure OpenAI API version\n            azure_deployment: Azure OpenAI deployment name\n        \"\"\"\n        # Ensure config directory exists\n        try:\n            ensure_directory(CONFIG_DIR)\n        except FileSystemError as e:\n            raise ConfigurationError(f\"Cannot create config directory: {e}\")\n        \n        # Load existing config or create new\n        if self._config is None:\n            if CONFIG_FILE.exists():\n                self.load()\n            else:\n                from codewiki.cli.models.config import AgentInstructions\n                self._config = Configuration(\n                    base_url=\"\",\n                    main_model=\"\",\n                    cluster_model=\"\",\n                    fallback_model=\"glm-4p5\",\n                    default_output=\"docs\",\n                    agent_instructions=AgentInstructions()\n                )\n        \n        # Update fields if provided\n        if base_url is not None:\n            self._config.base_url = base_url\n        if main_model is not None:\n            self._config.main_model = main_model\n        if cluster_model is not None:\n            self._config.cluster_model = cluster_model\n        if fallback_model is not None:\n            self._config.fallback_model = fallback_model\n        if default_output is not None:\n            self._config.default_output = default_output\n        if max_tokens is not None:\n            self._config.max_tokens = max_tokens\n        if max_token_per_module is not None:\n            self._config.max_token_per_module = max_token_per_module\n        if max_token_per_leaf_module is not None:\n            self._config.max_token_per_leaf_module = max_token_per_leaf_module\n        if max_depth is not None:\n            self._config.max_depth = max_depth\n        if provider is not None:\n            self._config.provider = provider\n        if aws_region is not None:\n            self._config.aws_region = aws_region\n        if api_version is not None:\n            self._config.api_version = api_version\n        if azure_deployment is not None:\n            self._config.azure_deployment = azure_deployment\n\n        # Validate configuration whenever the minimum required fields are set.\n        # Caw providers only need main_model; API providers need base_url +\n        # cluster_model on top of that.  The validate() method itself routes\n        # by provider, so we only gate on whether enough is set to validate.\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self._config.provider):\n            if self._config.main_model:\n                self._config.validate()\n        elif self._config.base_url and self._config.main_model and self._config.cluster_model:\n            self._config.validate()\n        \n        # Save API key to keyring, falling back to file\n        if api_key is not None:\n            self._api_key = api_key\n            if self._keyring_available:\n                try:\n                    keyring.set_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT, api_key)\n                except (KeyringError, Exception):\n                    # Keyring failed at runtime — fall back to file\n                    self._keyring_available = False\n                    self._save_api_key_to_file(api_key)\n                    logger.warning(\n                        \"System keychain unavailable. API key stored in %s \"\n                        \"(plaintext). Set CODEWIKI_NO_KEYRING=1 to suppress this warning.\",\n                        CREDENTIALS_FILE\n                    )\n            else:\n                self._save_api_key_to_file(api_key)\n        \n        # Save non-sensitive config to JSON\n        config_data = {\n            \"version\": CONFIG_VERSION,\n            **self._config.to_dict()\n        }\n        \n        try:\n            safe_write(CONFIG_FILE, json.dumps(config_data, indent=2))\n        except FileSystemError as e:\n            raise ConfigurationError(f\"Failed to save configuration: {e}\")\n    \n    def get_api_key(self) -> Optional[str]:\n        \"\"\"\n        Get API key from keyring or fallback file.\n\n        Returns:\n            API key or None if not set\n        \"\"\"\n        if self._api_key is None:\n            if self._keyring_available:\n                try:\n                    self._api_key = keyring.get_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n                except (KeyringError, Exception):\n                    pass\n            if self._api_key is None:\n                self._api_key = self._load_api_key_from_file()\n\n        return self._api_key\n    \n    def get_config(self) -> Optional[Configuration]:\n        \"\"\"\n        Get current configuration.\n        \n        Returns:\n            Configuration object or None if not loaded\n        \"\"\"\n        return self._config\n    \n    def is_configured(self) -> bool:\n        \"\"\"\n        Check if configuration is complete and valid.\n\n        Subscription-mode providers (claude-code, codex) do not require an\n        API key — they authenticate via the underlying CLI's OAuth.\n\n        Returns:\n            True if configured, False otherwise\n        \"\"\"\n        if self._config is None:\n            return False\n\n        from codewiki.src.be.backend import is_caw_provider\n        if not is_caw_provider(self._config.provider):\n            # Check if API key is set\n            if self.get_api_key() is None:\n                return False\n\n        # Check if config is complete\n        return self._config.is_complete()\n    \n    def delete_api_key(self):\n        \"\"\"Delete API key from keyring and fallback file.\"\"\"\n        if self._keyring_available:\n            try:\n                keyring.delete_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n            except (KeyringError, Exception):\n                pass\n        # Also remove fallback credentials file\n        if CREDENTIALS_FILE.exists():\n            try:\n                CREDENTIALS_FILE.unlink()\n            except OSError:\n                pass\n        self._api_key = None\n    \n    def clear(self):\n        \"\"\"Clear all configuration (file and keyring).\"\"\"\n        # Delete API key from keyring\n        self.delete_api_key()\n        \n        # Delete config file\n        if CONFIG_FILE.exists():\n            CONFIG_FILE.unlink()\n        \n        self._config = None\n        self._api_key = None\n    \n    @property\n    def keyring_available(self) -> bool:\n        \"\"\"Check if keyring is available.\"\"\"\n        return self._keyring_available\n    \n    @property\n    def config_file_path(self) -> Path:\n        \"\"\"Get configuration file path.\"\"\"\n        return CONFIG_FILE",
     "start_line": 34,
@@ -431,10 +431,10 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/html_generator.py",
     "relative_path": "codewiki/cli/html_generator.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::FileSystemError",
+      "codewiki/cli/utils/fs.py::safe_write",
       "codewiki/src/fe/visualise_docs.py::load_module_tree",
-      "codewiki/cli/utils/fs.py::safe_read",
-      "codewiki/cli/utils/fs.py::safe_write"
+      "codewiki/cli/utils/errors.py::FileSystemError",
+      "codewiki/cli/utils/fs.py::safe_read"
     ],
     "source_code": "class HTMLGenerator:\n    \"\"\"\n    Generates static HTML documentation viewer for GitHub Pages.\n    \n    Creates a self-contained index.html with embedded styles, scripts,\n    and configuration for client-side markdown rendering.\n    \"\"\"\n    \n    def __init__(self, template_dir: Optional[Path] = None):\n        \"\"\"\n        Initialize HTML generator.\n        \n        Args:\n            template_dir: Path to template directory (default: package templates)\n        \"\"\"\n        if template_dir is None:\n            # Use package templates\n            template_dir = Path(__file__).parent.parent / \"templates\" / \"github_pages\"\n        \n        self.template_dir = Path(template_dir)\n        \n    \n    def load_module_tree(self, docs_dir: Path) -> Dict[str, Any]:\n        \"\"\"\n        Load module tree from documentation directory.\n        \n        Args:\n            docs_dir: Documentation directory path\n            \n        Returns:\n            Module tree structure\n        \"\"\"\n        module_tree_path = docs_dir / \"module_tree.json\"\n        if not module_tree_path.exists():\n            # Fallback to a simple structure\n            return {\n                \"Overview\": {\n                    \"description\": \"Repository overview\",\n                    \"components\": [],\n                    \"children\": {}\n                }\n            }\n        \n        try:\n            content = safe_read(module_tree_path)\n            return json.loads(content)\n        except Exception as e:\n            raise FileSystemError(f\"Failed to load module tree: {e}\")\n    \n    def load_metadata(self, docs_dir: Path) -> Optional[Dict[str, Any]]:\n        \"\"\"\n        Load metadata from documentation directory.\n        \n        Args:\n            docs_dir: Documentation directory path\n            \n        Returns:\n            Metadata dictionary or None if not found\n        \"\"\"\n        metadata_path = docs_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            return None\n        \n        try:\n            content = safe_read(metadata_path)\n            return json.loads(content)\n        except Exception:\n            # Non-critical, return None\n            return None\n            \n    def generate(\n        self,\n        output_path: Path,\n        title: str,\n        module_tree: Optional[Dict[str, Any]] = None,\n        repository_url: Optional[str] = None,\n        github_pages_url: Optional[str] = None,\n        config: Optional[Dict[str, Any]] = None,\n        docs_dir: Optional[Path] = None,\n        metadata: Optional[Dict[str, Any]] = None\n    ):\n        \"\"\"\n        Generate HTML documentation viewer.\n        \n        Args:\n            output_path: Output file path (index.html)\n            title: Documentation title\n            module_tree: Module tree structure (auto-loaded from docs_dir if not provided)\n            repository_url: GitHub repository URL\n            github_pages_url: Expected GitHub Pages URL\n            config: Additional configuration\n            docs_dir: Documentation directory (for auto-loading module_tree and metadata)\n            metadata: Metadata dictionary (auto-loaded from docs_dir if not provided)\n        \"\"\"\n        # Auto-load module_tree and metadata from docs_dir if not provided\n        if docs_dir:\n            if module_tree is None:\n                module_tree = self.load_module_tree(docs_dir)\n            if metadata is None:\n                metadata = self.load_metadata(docs_dir)\n        \n        # Default values\n        if module_tree is None:\n            module_tree = {}\n        if config is None:\n            config = {}\n        \n        # Load template\n        template_path = self.template_dir / \"viewer_template.html\"\n        if not template_path.exists():\n            raise FileSystemError(f\"Template not found: {template_path}\")\n        \n        template_content = safe_read(template_path)\n        \n        # Build info content HTML\n        info_content = self._build_info_content(metadata)\n        show_info = \"block\" if info_content else \"none\"\n        \n        # Build repository link\n        repo_link = \"\"\n        if repository_url:\n            repo_link = f'<a href=\"{repository_url}\" class=\"repo-link\" target=\"_blank\">🔗 View Repository</a>'\n        \n        # Determine docs base path\n        # For GitHub Pages: relative path to docs folder\n        # For local: relative path to docs folder\n        docs_base_path = \"\"\n        if docs_dir and output_path.parent != docs_dir:\n            # Calculate relative path from output to docs\n            try:\n                docs_base_path = Path(docs_dir.name).as_posix()\n            except Exception:\n                docs_base_path = \".\"\n        \n        # Prepare JSON data for embedding\n        config_json = json.dumps(config, indent=2)\n        module_tree_json = json.dumps(module_tree, indent=2)\n        metadata_json = json.dumps(metadata, indent=2) if metadata else \"null\"\n        \n        # Replace placeholders\n        html_content = template_content\n        replacements = {\n            \"{{TITLE}}\": self._escape_html(title),\n            \"{{REPO_LINK}}\": repo_link,\n            \"{{SHOW_INFO}}\": show_info,\n            \"{{INFO_CONTENT}}\": info_content,\n            \"{{CONFIG_JSON}}\": config_json,\n            \"{{MODULE_TREE_JSON}}\": module_tree_json,\n            \"{{METADATA_JSON}}\": metadata_json,\n            \"{{DOCS_BASE_PATH}}\": docs_base_path,\n        }\n        \n        for placeholder, value in replacements.items():\n            html_content = html_content.replace(placeholder, value)\n        \n        # Write output\n        output_path = Path(output_path)\n        output_path.parent.mkdir(parents=True, exist_ok=True)\n        safe_write(output_path, html_content)\n    \n    def _build_info_content(self, metadata: Optional[Dict[str, Any]]) -> str:\n        \"\"\"\n        Build HTML content for repo info section.\n        \n        Args:\n            metadata: Metadata dictionary\n            \n        Returns:\n            HTML string for info content\n        \"\"\"\n        if not metadata or not metadata.get('generation_info'):\n            return \"\"\n        \n        info = metadata.get('generation_info', {})\n        stats = metadata.get('statistics', {})\n        \n        html_parts = []\n        \n        if info.get('main_model'):\n            html_parts.append(f'<div class=\"info-row\"><strong>Model:</strong> {self._escape_html(info[\"main_model\"])}</div>')\n        \n        if info.get('timestamp'):\n            try:\n                from datetime import datetime\n                timestamp = info['timestamp']\n                # Parse ISO format timestamp\n                if isinstance(timestamp, str):\n                    dt = datetime.fromisoformat(timestamp.replace('Z', '+00:00'))\n                    formatted_date = dt.strftime('%Y-%m-%d')\n                    html_parts.append(f'<div class=\"info-row\"><strong>Generated:</strong> {formatted_date}</div>')\n            except Exception:\n                pass\n        \n        if info.get('commit_id'):\n            commit_short = info['commit_id'][:8]\n            html_parts.append(f'<div class=\"info-row\"><strong>Commit:</strong> {commit_short}</div>')\n        \n        if stats.get('total_components'):\n            components_str = f\"{stats['total_components']:,}\"\n            html_parts.append(f'<div class=\"info-row\"><strong>Components:</strong> {components_str}</div>')\n        \n        if stats.get('max_depth'):\n            html_parts.append(f'<div class=\"info-row\"><strong>Max Depth:</strong> {stats[\"max_depth\"]}</div>')\n        \n        return '\\n                '.join(html_parts)\n    \n    def _escape_html(self, text: str) -> str:\n        \"\"\"\n        Escape HTML special characters.\n        \n        Args:\n            text: Text to escape\n            \n        Returns:\n            Escaped text\n        \"\"\"\n        return (text\n                .replace('&', '&amp;')\n                .replace('<', '&lt;')\n                .replace('>', '&gt;')\n                .replace('\"', '&quot;')\n                .replace(\"'\", '&#39;'))\n       \n\n    \n    def detect_repository_info(self, repo_path: Path) -> Dict[str, Optional[str]]:\n        \"\"\"\n        Detect repository information from git.\n        \n        Args:\n            repo_path: Repository path\n            \n        Returns:\n            Dictionary with 'name', 'url', 'github_pages_url'\n        \"\"\"\n        info = {\n            'name': repo_path.name,\n            'url': None,\n            'github_pages_url': None,\n        }\n        \n        try:\n            import git\n            repo = git.Repo(repo_path)\n            \n            # Get repository name\n            info['name'] = repo_path.name\n            \n            # Get remote URL\n            if repo.remotes:\n                remote_url = repo.remotes.origin.url\n                \n                # Clean URL\n                if remote_url.startswith('git@github.com:'):\n                    remote_url = remote_url.replace('git@github.com:', 'https://github.com/')\n                \n                remote_url = remote_url.rstrip('/').replace('.git', '')\n                info['url'] = remote_url\n                \n                # Compute GitHub Pages URL\n                if 'github.com' in remote_url:\n                    parts = remote_url.split('/')\n                    if len(parts) >= 2:\n                        owner = parts[-2]\n                        repo = parts[-1]\n                        info['github_pages_url'] = f\"https://{owner}.github.io/{repo}/\"\n        \n        except Exception:\n            pass\n        \n        return info",
     "start_line": 13,
@@ -566,10 +566,10 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/config.py",
     "relative_path": "codewiki/cli/models/config.py",
     "depends_on": [
+      "codewiki/cli/models/config.py::AgentInstructions",
       "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/cli/utils/validation.py::validate_url",
       "codewiki/cli/utils/validation.py::validate_model_name",
-      "codewiki/cli/models/config.py::AgentInstructions"
+      "codewiki/cli/utils/validation.py::validate_url"
     ],
     "source_code": "class Configuration:\n    \"\"\"\n    CodeWiki configuration data model.\n\n    Attributes:\n        base_url: LLM API base URL\n        main_model: Primary model for documentation generation\n        cluster_model: Model for module clustering\n        fallback_model: Fallback model for documentation generation\n        default_output: Default output directory\n        provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n        aws_region: AWS region for Bedrock provider\n        api_version: Azure OpenAI API version\n        azure_deployment: Azure OpenAI deployment name\n        max_tokens: Maximum tokens for LLM response (default: 32768)\n        max_token_per_module: Maximum tokens per module for clustering (default: 36369)\n        max_token_per_leaf_module: Maximum tokens per leaf module (default: 16000)\n        max_depth: Maximum depth for hierarchical decomposition (default: 2)\n        agent_instructions: Custom agent instructions for documentation generation\n    \"\"\"\n    base_url: str\n    main_model: str\n    cluster_model: str\n    fallback_model: str = \"glm-4p5\"\n    default_output: str = \"docs\"\n    provider: str = \"openai-compatible\"\n    aws_region: str = \"us-east-1\"\n    api_version: str = \"2024-12-01-preview\"\n    azure_deployment: str = \"\"\n    max_tokens: int = 32768\n    max_token_per_module: int = 36369\n    max_token_per_leaf_module: int = 16000\n    max_depth: int = 2\n    agent_instructions: AgentInstructions = field(default_factory=AgentInstructions)\n    \n    def validate(self):\n        \"\"\"\n        Validate all configuration fields.\n\n        Subscription-mode providers (claude-code, codex) authenticate via the\n        underlying CLI's OAuth and do not require a base URL or fallback model.\n\n        Raises:\n            ConfigurationError: If validation fails\n        \"\"\"\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self.provider):\n            validate_model_name(self.main_model)\n            return\n        validate_url(self.base_url)\n        validate_model_name(self.main_model)\n        validate_model_name(self.cluster_model)\n        validate_model_name(self.fallback_model)\n    \n    def to_dict(self) -> dict:\n        \"\"\"Convert to dictionary.\"\"\"\n        result = {\n            'base_url': self.base_url,\n            'main_model': self.main_model,\n            'cluster_model': self.cluster_model,\n            'default_output': self.default_output,\n            'provider': self.provider,\n            'aws_region': self.aws_region,\n            'api_version': self.api_version,\n            'azure_deployment': self.azure_deployment,\n            'max_tokens': self.max_tokens,\n            'max_token_per_module': self.max_token_per_module,\n            'max_token_per_leaf_module': self.max_token_per_leaf_module,\n            'max_depth': self.max_depth,\n            'fallback_model': self.fallback_model,\n        }\n        if self.agent_instructions and not self.agent_instructions.is_empty():\n            result['agent_instructions'] = self.agent_instructions.to_dict()\n        return result\n    \n    @classmethod\n    def from_dict(cls, data: dict) -> 'Configuration':\n        \"\"\"\n        Create Configuration from dictionary.\n        \n        Args:\n            data: Configuration dictionary\n            \n        Returns:\n            Configuration instance\n        \"\"\"\n        agent_instructions = AgentInstructions()\n        if 'agent_instructions' in data:\n            agent_instructions = AgentInstructions.from_dict(data['agent_instructions'])\n        \n        return cls(\n            base_url=data.get('base_url', ''),\n            main_model=data.get('main_model', ''),\n            cluster_model=data.get('cluster_model', ''),\n            fallback_model=data.get('fallback_model', 'glm-4p5'),\n            default_output=data.get('default_output', 'docs'),\n            provider=data.get('provider', 'openai-compatible'),\n            aws_region=data.get('aws_region', 'us-east-1'),\n            api_version=data.get('api_version', '2024-12-01-preview'),\n            azure_deployment=data.get('azure_deployment', ''),\n            max_tokens=data.get('max_tokens', 32768),\n            max_token_per_module=data.get('max_token_per_module', 36369),\n            max_token_per_leaf_module=data.get('max_token_per_leaf_module', 16000),\n            max_depth=data.get('max_depth', 2),\n            agent_instructions=agent_instructions,\n        )\n    \n    def is_complete(self) -> bool:\n        \"\"\"Check if all required fields are set.\n\n        Subscription-mode providers (claude-code, codex) only require\n        ``main_model``; ``base_url``, ``cluster_model`` and ``fallback_model``\n        are unused.\n        \"\"\"\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self.provider):\n            return bool(self.main_model)\n        return bool(\n            self.base_url and\n            self.main_model and\n            self.cluster_model and\n            self.fallback_model\n        )\n    \n    def to_backend_config(self, repo_path: str, output_dir: str, api_key: str, runtime_instructions: AgentInstructions = None):\n        \"\"\"\n        Convert CLI Configuration to Backend Config.\n        \n        This method bridges the gap between persistent user settings (CLI Configuration)\n        and runtime job configuration (Backend Config).\n        \n        Args:\n            repo_path: Path to the repository to document\n            output_dir: Output directory for generated documentation\n            api_key: LLM API key (from keyring)\n            runtime_instructions: Runtime agent instructions (override persistent settings)\n            \n        Returns:\n            Backend Config instance ready for documentation generation\n        \"\"\"\n        from codewiki.src.config import Config\n        \n        # Merge runtime instructions with persistent settings\n        # Runtime instructions take precedence\n        final_instructions = self.agent_instructions\n        if runtime_instructions and not runtime_instructions.is_empty():\n            final_instructions = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or self.agent_instructions.include_patterns,\n                exclude_patterns=runtime_instructions.exclude_patterns or self.agent_instructions.exclude_patterns,\n                focus_modules=runtime_instructions.focus_modules or self.agent_instructions.focus_modules,\n                doc_type=runtime_instructions.doc_type or self.agent_instructions.doc_type,\n                custom_instructions=runtime_instructions.custom_instructions or self.agent_instructions.custom_instructions,\n            )\n        \n        return Config.from_cli(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            llm_base_url=self.base_url,\n            llm_api_key=api_key,\n            main_model=self.main_model,\n            cluster_model=self.cluster_model,\n            fallback_model=self.fallback_model,\n            provider=self.provider,\n            aws_region=self.aws_region,\n            api_version=self.api_version,\n            azure_deployment=self.azure_deployment,\n            max_tokens=self.max_tokens,\n            max_token_per_module=self.max_token_per_module,\n            max_token_per_leaf_module=self.max_token_per_leaf_module,\n            max_depth=self.max_depth,\n            agent_instructions=final_instructions.to_dict() if final_instructions else None\n        )",
     "start_line": 106,
@@ -679,10 +679,10 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
     "relative_path": "codewiki/cli/models/job.py",
     "depends_on": [
-      "codewiki/cli/models/job.py::JobStatus",
       "codewiki/cli/models/job.py::JobStatistics",
-      "codewiki/cli/models/job.py::LLMConfig",
-      "codewiki/cli/models/job.py::GenerationOptions"
+      "codewiki/cli/models/job.py::JobStatus",
+      "codewiki/cli/models/job.py::GenerationOptions",
+      "codewiki/cli/models/job.py::LLMConfig"
     ],
     "source_code": "class DocumentationJob:\n    \"\"\"\n    Represents a documentation generation job.\n    \n    Attributes:\n        job_id: Unique job identifier\n        repository_path: Absolute path to repository\n        repository_name: Repository name\n        output_directory: Output directory path\n        commit_hash: Git commit SHA\n        branch_name: Git branch name (if applicable)\n        timestamp_start: Job start time\n        timestamp_end: Job end time (if completed)\n        status: Current job status\n        error_message: Error message (if failed)\n        files_generated: List of generated files\n        module_count: Number of modules documented\n        generation_options: Generation options used\n        llm_config: LLM configuration used\n        statistics: Job statistics\n    \"\"\"\n    job_id: str = field(default_factory=lambda: str(uuid.uuid4()))\n    repository_path: str = \"\"\n    repository_name: str = \"\"\n    output_directory: str = \"\"\n    commit_hash: str = \"\"\n    branch_name: Optional[str] = None\n    timestamp_start: str = field(default_factory=lambda: datetime.now().isoformat())\n    timestamp_end: Optional[str] = None\n    status: JobStatus = JobStatus.PENDING\n    error_message: Optional[str] = None\n    files_generated: List[str] = field(default_factory=list)\n    module_count: int = 0\n    generation_options: GenerationOptions = field(default_factory=GenerationOptions)\n    llm_config: Optional[LLMConfig] = None\n    statistics: JobStatistics = field(default_factory=JobStatistics)\n    \n    def start(self):\n        \"\"\"Mark job as started.\"\"\"\n        self.status = JobStatus.RUNNING\n        self.timestamp_start = datetime.now().isoformat()\n    \n    def complete(self):\n        \"\"\"Mark job as completed.\"\"\"\n        self.status = JobStatus.COMPLETED\n        self.timestamp_end = datetime.now().isoformat()\n    \n    def fail(self, error_message: str):\n        \"\"\"Mark job as failed.\"\"\"\n        self.status = JobStatus.FAILED\n        self.error_message = error_message\n        self.timestamp_end = datetime.now().isoformat()\n    \n    def to_dict(self) -> Dict[str, Any]:\n        \"\"\"Convert to dictionary for JSON serialization.\"\"\"\n        data = {\n            \"job_id\": self.job_id,\n            \"repository_path\": self.repository_path,\n            \"repository_name\": self.repository_name,\n            \"output_directory\": self.output_directory,\n            \"commit_hash\": self.commit_hash,\n            \"branch_name\": self.branch_name,\n            \"timestamp_start\": self.timestamp_start,\n            \"timestamp_end\": self.timestamp_end,\n            \"status\": self.status.value if isinstance(self.status, JobStatus) else self.status,\n            \"error_message\": self.error_message,\n            \"files_generated\": self.files_generated,\n            \"module_count\": self.module_count,\n            \"generation_options\": asdict(self.generation_options),\n            \"llm_config\": asdict(self.llm_config) if self.llm_config else None,\n            \"statistics\": asdict(self.statistics),\n        }\n        return data\n    \n    def to_json(self) -> str:\n        \"\"\"Convert to JSON string.\"\"\"\n        return json.dumps(self.to_dict(), indent=2)\n    \n    @classmethod\n    def from_dict(cls, data: Dict[str, Any]) -> 'DocumentationJob':\n        \"\"\"Create from dictionary.\"\"\"\n        job = cls(\n            job_id=data.get('job_id', str(uuid.uuid4())),\n            repository_path=data.get('repository_path', ''),\n            repository_name=data.get('repository_name', ''),\n            output_directory=data.get('output_directory', ''),\n            commit_hash=data.get('commit_hash', ''),\n            branch_name=data.get('branch_name'),\n            timestamp_start=data.get('timestamp_start', datetime.now().isoformat()),\n            timestamp_end=data.get('timestamp_end'),\n            status=JobStatus(data.get('status', 'pending')),\n            error_message=data.get('error_message'),\n            files_generated=data.get('files_generated', []),\n            module_count=data.get('module_count', 0),\n        )\n        \n        # Parse nested objects\n        if 'generation_options' in data:\n            opts = data['generation_options']\n            job.generation_options = GenerationOptions(**opts)\n        \n        if 'llm_config' in data and data['llm_config']:\n            job.llm_config = LLMConfig(**data['llm_config'])\n        \n        if 'statistics' in data:\n            job.statistics = JobStatistics(**data['statistics'])\n        \n        return job",
     "start_line": 48,
@@ -1755,9 +1755,9 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
     "relative_path": "codewiki/mcp/server.py",
     "depends_on": [],
-    "source_code": "def _fine_grained_tools() -> list[Tool]:\n    \"\"\"Return the zero-config, IDE-driven tool set.\"\"\"\n    return [\n        Tool(\n            name=\"analyze_repo\",\n            description=(\n                \"Analyze a code repository's structure, dependencies, and components \"\n                \"using Tree-sitter AST parsing. Returns a component index and leaf nodes. \"\n                \"No LLM required. This is the entry point for the wiki generation pipeline. \"\n                \"After calling this, use get_prompt('cluster') to learn clustering rules, \"\n                \"then save_module_tree to persist your grouping.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to analyze\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: <repo>/docs)\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include (e.g., '*.py,*.js')\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude (e.g., '*test*,*spec*')\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"read_code_components\",\n            description=(\n                \"Read the source code for a list of component IDs. \"\n                \"Component IDs have the form 'file_path::ComponentName'. \"\n                \"Returns the source code with language-aware code fences.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"component_ids\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"string\"},\n                        \"description\": \"List of component IDs to read\",\n                    },\n                },\n                \"required\": [\"session_id\", \"component_ids\"],\n            },\n        ),\n        Tool(\n            name=\"view_repo_file\",\n            description=(\n                \"Read-only view of a file or directory inside the analyzed repository. \"\n                \"Use this to explore code that isn't in the component index.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Relative path within the repository\",\n                    },\n                    \"view_range\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"integer\"},\n                        \"description\": \"Optional [start_line, end_line] (1-indexed, -1 for end)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"path\"],\n            },\n        ),\n        Tool(\n            name=\"write_doc_file\",\n            description=(\n                \"Create a new markdown documentation file in the output directory. \"\n                \"Automatically validates Mermaid diagrams after writing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename for the doc (e.g., 'auth_module.md')\",\n                    },\n                    \"content\": {\n                        \"type\": \"string\",\n                        \"description\": \"Markdown content to write\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"content\"],\n            },\n        ),\n        Tool(\n            name=\"edit_doc_file\",\n            description=(\n                \"Edit an existing documentation file. Supports str_replace (find-and-replace), \"\n                \"insert (add text at a line), and undo (revert last edit). \"\n                \"Automatically validates Mermaid diagrams after editing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename of the doc to edit\",\n                    },\n                    \"command\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"str_replace\", \"insert\", \"undo\"],\n                        \"description\": \"Edit command to run\",\n                    },\n                    \"old_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"String to find (required for str_replace)\",\n                    },\n                    \"new_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"Replacement string (for str_replace/insert)\",\n                    },\n                    \"insert_line\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Line number for insert (0-indexed)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"command\"],\n            },\n        ),\n        Tool(\n            name=\"save_module_tree\",\n            description=(\n                \"Save the IDE agent's module clustering result. \"\n                \"Accepts a JSON module tree and persists it to disk. \"\n                \"Returns the recommended leaf-first processing order.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"module_tree\": {\n                        \"type\": \"object\",\n                        \"description\": (\n                            \"Module tree dict. Each key is a module name with value \"\n                            \"{'components': [component_ids], 'children': {nested modules}}\"\n                        ),\n                    },\n                },\n                \"required\": [\"session_id\", \"module_tree\"],\n            },\n        ),\n        Tool(\n            name=\"get_processing_order\",\n            description=(\n                \"Get the leaf-first processing order for documentation generation. \"\n                \"Process leaf modules (is_leaf=true) before parent modules.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n        Tool(\n            name=\"get_prompt\",\n            description=(\n                \"Retrieve CodeWiki's prompt templates for each pipeline stage. \"\n                \"Available types: cluster, system_complex, system_leaf, user, \"\n                \"overview_module, overview_repo. Optionally pass variables to \"\n                \"fill in template placeholders.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"prompt_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\n                            \"cluster\",\n                            \"system_complex\",\n                            \"system_leaf\",\n                            \"user\",\n                            \"overview_module\",\n                            \"overview_repo\",\n                        ],\n                        \"description\": \"Which prompt template to retrieve\",\n                    },\n                    \"variables\": {\n                        \"type\": \"object\",\n                        \"description\": \"Optional template variables to fill in\",\n                    },\n                },\n                \"required\": [\"prompt_type\"],\n            },\n        ),\n        Tool(\n            name=\"close_session\",\n            description=\"Close and clean up an analysis session to free memory.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID to close\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n    ]",
-    "start_line": 65,
-    "end_line": 300,
+    "source_code": "def _fine_grained_tools() -> list[Tool]:\n    \"\"\"Return the zero-config, IDE-driven tool set.\"\"\"\n    return [\n        Tool(\n            name=\"analyze_repo\",\n            description=(\n                \"Analyze a code repository's structure, dependencies, and components \"\n                \"using Tree-sitter AST parsing. Returns a component index and leaf nodes. \"\n                \"No LLM required. This is the entry point for the wiki generation pipeline. \"\n                \"After calling this, use get_prompt('cluster') to learn clustering rules, \"\n                \"then save_module_tree to persist your grouping. \"\n                \"INCREMENTAL UPDATE: If docs already exist in output_dir (metadata.json + \"\n                \"module_tree.json), the response includes a 'changes' field showing which \"\n                \"files changed and which modules need updating. Use this to do targeted \"\n                \"edits instead of regenerating everything.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to analyze\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: <repo>/docs)\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include (e.g., '*.py,*.js')\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude (e.g., '*test*,*spec*')\",\n                    },\n                    \"offset\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Pagination offset for component index (default: 0)\",\n                    },\n                    \"limit\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Max components to return per page (default: 100, max: 200)\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"list_components\",\n            description=(\n                \"Browse the component index from an existing analyze_repo session. \"\n                \"Returns a paginated slice with component id, type, and file path. \"\n                \"Use this instead of re-running analyze_repo to see more components.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"offset\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Pagination offset (default: 0)\",\n                    },\n                    \"limit\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Max components to return per page (default: 100)\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n        Tool(\n            name=\"read_code_components\",\n            description=(\n                \"Read the source code for a list of component IDs. \"\n                \"Component IDs have the form 'file_path::ComponentName'. \"\n                \"Returns the source code with language-aware code fences.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"component_ids\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"string\"},\n                        \"description\": \"List of component IDs to read\",\n                    },\n                },\n                \"required\": [\"session_id\", \"component_ids\"],\n            },\n        ),\n        Tool(\n            name=\"view_repo_file\",\n            description=(\n                \"Read-only view of a file or directory inside the analyzed repository. \"\n                \"Use this to explore code that isn't in the component index.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Relative path within the repository\",\n                    },\n                    \"view_range\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"integer\"},\n                        \"description\": \"Optional [start_line, end_line] (1-indexed, -1 for end)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"path\"],\n            },\n        ),\n        Tool(\n            name=\"write_doc_file\",\n            description=(\n                \"Create a new markdown documentation file in the output directory. \"\n                \"Automatically validates Mermaid diagrams after writing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename for the doc (e.g., 'auth_module.md')\",\n                    },\n                    \"content\": {\n                        \"type\": \"string\",\n                        \"description\": \"Markdown content to write\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"content\"],\n            },\n        ),\n        Tool(\n            name=\"edit_doc_file\",\n            description=(\n                \"Edit an existing documentation file. Supports str_replace (find-and-replace), \"\n                \"insert (add text at a line), and undo (revert last edit). \"\n                \"Automatically validates Mermaid diagrams after editing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename of the doc to edit\",\n                    },\n                    \"command\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"str_replace\", \"insert\", \"undo\"],\n                        \"description\": \"Edit command to run\",\n                    },\n                    \"old_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"String to find (required for str_replace)\",\n                    },\n                    \"new_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"Replacement string (for str_replace/insert)\",\n                    },\n                    \"insert_line\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Line number for insert (0-indexed)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"command\"],\n            },\n        ),\n        Tool(\n            name=\"save_module_tree\",\n            description=(\n                \"Save the IDE agent's module clustering result. \"\n                \"Accepts a JSON module tree and persists it to disk. \"\n                \"Returns the recommended leaf-first processing order.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"module_tree\": {\n                        \"type\": \"object\",\n                        \"description\": (\n                            \"Module tree dict. Each key is a module name with value \"\n                            \"{'components': [component_ids], 'children': {nested modules}}\"\n                        ),\n                    },\n                },\n                \"required\": [\"session_id\", \"module_tree\"],\n            },\n        ),\n        Tool(\n            name=\"get_processing_order\",\n            description=(\n                \"Get the leaf-first processing order for documentation generation. \"\n                \"Process leaf modules (is_leaf=true) before parent modules.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n        Tool(\n            name=\"get_prompt\",\n            description=(\n                \"Retrieve CodeWiki's prompt templates for each pipeline stage. \"\n                \"Available types: cluster, system_complex, system_leaf, user, \"\n                \"overview_module, overview_repo. Optionally pass variables to \"\n                \"fill in template placeholders.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"prompt_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\n                            \"cluster\",\n                            \"system_complex\",\n                            \"system_leaf\",\n                            \"user\",\n                            \"overview_module\",\n                            \"overview_repo\",\n                        ],\n                        \"description\": \"Which prompt template to retrieve\",\n                    },\n                    \"variables\": {\n                        \"type\": \"object\",\n                        \"description\": \"Optional template variables to fill in\",\n                    },\n                },\n                \"required\": [\"prompt_type\"],\n            },\n        ),\n        Tool(\n            name=\"close_session\",\n            description=\"Close and clean up an analysis session to free memory.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID to close\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n    ]",
+    "start_line": 66,
+    "end_line": 339,
     "has_docstring": true,
     "docstring": "Return the zero-config, IDE-driven tool set.",
     "parameters": [],
@@ -1777,8 +1777,8 @@
     "relative_path": "codewiki/mcp/server.py",
     "depends_on": [],
     "source_code": "def _legacy_tools() -> list[Tool]:\n    \"\"\"Return the legacy tools that require CodeWiki LLM configuration.\"\"\"\n    return [\n        Tool(\n            name=\"generate_docs\",\n            description=(\n                \"[LEGACY — requires 'codewiki config set' first] \"\n                \"Generate full documentation for a repository in one shot. \"\n                \"For IDE-driven generation, use the fine-grained tools instead.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to document\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: ./docs)\",\n                        \"default\": \"docs\",\n                    },\n                    \"doc_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"api\", \"architecture\", \"user-guide\", \"developer\"],\n                        \"description\": \"Type of documentation to generate\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"get_module_tree\",\n            description=\"Get the existing module clustering tree for a repository.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Directory containing generated docs (default: ./docs)\",\n                        \"default\": \"docs\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n    ]",
-    "start_line": 303,
-    "end_line": 361,
+    "start_line": 342,
+    "end_line": 400,
     "has_docstring": true,
     "docstring": "Return the legacy tools that require CodeWiki LLM configuration.",
     "parameters": [],
@@ -1797,13 +1797,13 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
     "relative_path": "codewiki/mcp/server.py",
     "depends_on": [
+      "codewiki/mcp/server.py::_legacy_tools",
       "codewiki/mcp/server.py::_fine_grained_tools",
-      "codewiki/mcp/server.py::list_tools",
-      "codewiki/mcp/server.py::_legacy_tools"
+      "codewiki/mcp/server.py::list_tools"
     ],
     "source_code": "async def list_tools() -> list[Tool]:\n    \"\"\"List all available CodeWiki MCP tools.\"\"\"\n    return _fine_grained_tools() + _legacy_tools()",
-    "start_line": 369,
-    "end_line": 371,
+    "start_line": 408,
+    "end_line": 410,
     "has_docstring": true,
     "docstring": "List all available CodeWiki MCP tools.",
     "parameters": [],
@@ -1822,22 +1822,18 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
     "relative_path": "codewiki/mcp/server.py",
     "depends_on": [
-      "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
-      "codewiki/mcp/server.py::_legacy_generate_docs",
-      "codewiki/mcp/server.py::call_tool",
-      "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
-      "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
-      "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
-      "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
       "codewiki/mcp/server.py::_legacy_get_module_tree",
-      "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
-      "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
+      "codewiki/mcp/server.py::_write_generation_metadata",
       "codewiki/mcp/server.py::_text",
-      "codewiki/mcp/tools/module_tree.py::handle_get_processing_order"
+      "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
+      "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
+      "codewiki/mcp/server.py::call_tool",
+      "codewiki/mcp/server.py::_legacy_generate_docs",
+      "codewiki/mcp/tools/analysis.py::handle_analyze_repo"
     ],
-    "source_code": "async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Route tool calls to the appropriate handler.\"\"\"\n    try:\n        # --- Fine-grained tools (no LLM config needed) ---\n        if name == \"analyze_repo\":\n            from codewiki.mcp.tools.analysis import handle_analyze_repo\n            return [_text(handle_analyze_repo(arguments, _store))]\n\n        elif name == \"read_code_components\":\n            from codewiki.mcp.tools.code_reader import handle_read_code_components\n            return [_text(handle_read_code_components(arguments, _store))]\n\n        elif name == \"view_repo_file\":\n            from codewiki.mcp.tools.code_reader import handle_view_repo_file\n            return [_text(handle_view_repo_file(arguments, _store))]\n\n        elif name == \"write_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_write_doc_file\n            result = await handle_write_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"edit_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_edit_doc_file\n            result = await handle_edit_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"save_module_tree\":\n            from codewiki.mcp.tools.module_tree import handle_save_module_tree\n            return [_text(handle_save_module_tree(arguments, _store))]\n\n        elif name == \"get_processing_order\":\n            from codewiki.mcp.tools.module_tree import handle_get_processing_order\n            return [_text(handle_get_processing_order(arguments, _store))]\n\n        elif name == \"get_prompt\":\n            from codewiki.mcp.tools.prompt_server import handle_get_prompt\n            return [_text(handle_get_prompt(arguments, _store))]\n\n        elif name == \"close_session\":\n            sid = arguments[\"session_id\"]\n            removed = _store.remove(sid)\n            return [_text(json.dumps({\n                \"status\": \"closed\" if removed else \"not_found\",\n                \"session_id\": sid,\n            }))]\n\n        # --- Legacy tools (require CodeWiki LLM config) ---\n        elif name == \"generate_docs\":\n            return await _legacy_generate_docs(arguments)\n\n        elif name == \"get_module_tree\":\n            return await _legacy_get_module_tree(arguments)\n\n        else:\n            return [_text(json.dumps({\"error\": f\"Unknown tool: {name}\"}))]\n\n    except Exception as e:\n        logger.error(\"Tool %s failed: %s\", name, e, exc_info=True)\n        return [_text(json.dumps({\"error\": str(e)}))]",
-    "start_line": 375,
-    "end_line": 433,
+    "source_code": "async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Route tool calls to the appropriate handler.\"\"\"\n    try:\n        # --- Fine-grained tools (no LLM config needed) ---\n        # Synchronous handlers run via asyncio.to_thread() so they never\n        # block the event loop (which would hang the MCP stdio server).\n        if name == \"analyze_repo\":\n            from codewiki.mcp.tools.analysis import handle_analyze_repo\n            # NOTE: Tree-sitter C extensions are not thread-safe, so this\n            # must run on the main thread (blocking the event loop is\n            # acceptable for this one-time heavy operation).\n            return [_text(handle_analyze_repo(arguments, _store))]\n\n        elif name == \"read_code_components\":\n            from codewiki.mcp.tools.code_reader import handle_read_code_components\n            return [_text(await asyncio.to_thread(handle_read_code_components, arguments, _store))]\n\n        elif name == \"list_components\":\n            from codewiki.mcp.tools.analysis import handle_list_components\n            return [_text(await asyncio.to_thread(handle_list_components, arguments, _store))]\n\n        elif name == \"view_repo_file\":\n            from codewiki.mcp.tools.code_reader import handle_view_repo_file\n            return [_text(await asyncio.to_thread(handle_view_repo_file, arguments, _store))]\n\n        elif name == \"write_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_write_doc_file\n            result = await handle_write_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"edit_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_edit_doc_file\n            result = await handle_edit_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"save_module_tree\":\n            from codewiki.mcp.tools.module_tree import handle_save_module_tree\n            return [_text(await asyncio.to_thread(handle_save_module_tree, arguments, _store))]\n\n        elif name == \"get_processing_order\":\n            from codewiki.mcp.tools.module_tree import handle_get_processing_order\n            return [_text(await asyncio.to_thread(handle_get_processing_order, arguments, _store))]\n\n        elif name == \"get_prompt\":\n            from codewiki.mcp.tools.prompt_server import handle_get_prompt\n            return [_text(await asyncio.to_thread(handle_get_prompt, arguments, _store))]\n\n        elif name == \"close_session\":\n            sid = arguments[\"session_id\"]\n            session = _store.get(sid)\n            if session:\n                _write_generation_metadata(session)\n            removed = _store.remove(sid)\n            return [_text(json.dumps({\n                \"status\": \"closed\" if removed else \"not_found\",\n                \"session_id\": sid,\n            }))]\n\n        # --- Legacy tools (require CodeWiki LLM config) ---\n        elif name == \"generate_docs\":\n            return await _legacy_generate_docs(arguments)\n\n        elif name == \"get_module_tree\":\n            return await _legacy_get_module_tree(arguments)\n\n        else:\n            return [_text(json.dumps({\"error\": f\"Unknown tool: {name}\"}))]\n\n    except Exception as e:\n        logger.error(\"Tool %s failed: %s\", name, e, exc_info=True)\n        return [_text(json.dumps({\"error\": str(e)}))]",
+    "start_line": 414,
+    "end_line": 484,
     "has_docstring": true,
     "docstring": "Route tool calls to the appropriate handler.",
     "parameters": [
@@ -1862,8 +1858,8 @@
       "codewiki/cli/config_manager.py::ConfigManager"
     ],
     "source_code": "def _load_config():\n    \"\"\"Load CodeWiki configuration from ~/.codewiki/config.json + keyring.\"\"\"\n    from codewiki.cli.config_manager import ConfigManager\n    manager = ConfigManager()\n    if not manager.load():\n        raise RuntimeError(\n            \"CodeWiki not configured. Run 'codewiki config set' first.\"\n        )\n    return manager",
-    "start_line": 440,
-    "end_line": 448,
+    "start_line": 491,
+    "end_line": 499,
     "has_docstring": true,
     "docstring": "Load CodeWiki configuration from ~/.codewiki/config.json + keyring.",
     "parameters": [],
@@ -1882,15 +1878,15 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
     "relative_path": "codewiki/mcp/server.py",
     "depends_on": [
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/mcp/server.py::_load_config",
       "codewiki/src/config.py::set_cli_context",
+      "codewiki/mcp/server.py::_text",
+      "codewiki/src/be/backend.py::is_caw_provider",
       "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
-      "codewiki/mcp/server.py::_text"
+      "codewiki/mcp/server.py::_load_config"
     ],
     "source_code": "async def _legacy_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy generate_docs — requires CodeWiki LLM configuration.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    if not repo_path.exists():\n        return [_text(json.dumps({\"error\": f\"Repository not found: {repo_path}\"}))]\n\n    manager = _load_config()\n    config = manager.get_config()\n    api_key = manager.get_api_key()\n\n    from codewiki.src.be.backend import is_caw_provider\n    caw_mode = bool(config) and is_caw_provider(getattr(config, \"provider\", \"\"))\n    if not api_key and not caw_mode:\n        return [_text(json.dumps({\"error\": \"API key not configured. Run 'codewiki config set --api-key <key>'\"}))]\n\n    agent_instructions = {}\n    if arguments.get(\"doc_type\"):\n        agent_instructions[\"doc_type\"] = arguments[\"doc_type\"]\n    if arguments.get(\"include_patterns\"):\n        agent_instructions[\"include_patterns\"] = [p.strip() for p in arguments[\"include_patterns\"].split(\",\")]\n    if arguments.get(\"exclude_patterns\"):\n        agent_instructions[\"exclude_patterns\"] = [p.strip() for p in arguments[\"exclude_patterns\"].split(\",\")]\n\n    from codewiki.src.config import Config as BackendConfig, set_cli_context\n    set_cli_context(True)\n\n    backend_config = BackendConfig.from_cli(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        llm_base_url=config.base_url,\n        llm_api_key=api_key,\n        main_model=config.main_model,\n        cluster_model=config.cluster_model,\n        fallback_model=config.fallback_model,\n        provider=getattr(config, \"provider\", \"openai-compatible\"),\n        aws_region=getattr(config, \"aws_region\", \"us-east-1\"),\n        max_tokens=config.max_tokens,\n        agent_instructions=agent_instructions or None,\n    )\n\n    from codewiki.src.be.documentation_generator import DocumentationGenerator\n    doc_gen = DocumentationGenerator(backend_config)\n    await doc_gen.run()\n\n    generated_files = []\n    for f in output_dir.iterdir():\n        if f.suffix in (\".md\", \".json\", \".html\"):\n            generated_files.append(f.name)\n\n    result = {\n        \"status\": \"success\",\n        \"output_dir\": str(output_dir),\n        \"files_generated\": sorted(generated_files),\n        \"file_count\": len(generated_files),\n    }\n    return [_text(json.dumps(result, indent=2))]",
-    "start_line": 451,
-    "end_line": 508,
+    "start_line": 502,
+    "end_line": 559,
     "has_docstring": true,
     "docstring": "Legacy generate_docs — requires CodeWiki LLM configuration.",
     "parameters": [
@@ -1914,8 +1910,8 @@
       "codewiki/mcp/server.py::_text"
     ],
     "source_code": "async def _legacy_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy get_module_tree.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    module_tree_path = output_dir / \"module_tree.json\"\n    if not module_tree_path.exists():\n        return [_text(json.dumps({\n            \"error\": f\"Module tree not found at {module_tree_path}. Run 'codewiki generate' first.\"\n        }))]\n\n    module_tree = json.loads(module_tree_path.read_text())\n\n    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines\n\n    summary = \"\\n\".join(_summarize_tree(module_tree))\n    result = {\n        \"status\": \"success\",\n        \"module_tree_path\": str(module_tree_path),\n        \"total_modules\": len(module_tree),\n        \"tree_summary\": summary,\n    }\n    return [_text(json.dumps(result, indent=2))]",
-    "start_line": 511,
-    "end_line": 543,
+    "start_line": 562,
+    "end_line": 594,
     "has_docstring": true,
     "docstring": "Legacy get_module_tree.",
     "parameters": [
@@ -1939,8 +1935,8 @@
       "codewiki/mcp/server.py::_summarize_tree"
     ],
     "source_code": "    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines",
-    "start_line": 524,
-    "end_line": 534,
+    "start_line": 575,
+    "end_line": 585,
     "has_docstring": false,
     "docstring": "",
     "parameters": [
@@ -1963,8 +1959,8 @@
     "relative_path": "codewiki/mcp/server.py",
     "depends_on": [],
     "source_code": "def _text(content: str) -> TextContent:\n    return TextContent(type=\"text\", text=content)",
-    "start_line": 550,
-    "end_line": 551,
+    "start_line": 601,
+    "end_line": 602,
     "has_docstring": false,
     "docstring": "",
     "parameters": [
@@ -1978,6 +1974,31 @@
     "language": null,
     "qualified_name": null
   },
+  "codewiki/mcp/server.py::_write_generation_metadata": {
+    "id": "codewiki/mcp/server.py::_write_generation_metadata",
+    "name": "_write_generation_metadata",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
+    "relative_path": "codewiki/mcp/server.py",
+    "depends_on": [
+      "codewiki/cli/utils/errors.py::warning"
+    ],
+    "source_code": "def _write_generation_metadata(session: SessionState) -> None:\n    \"\"\"Write ``metadata.json`` to the session's output directory.\n\n    Records the current git commit and timestamp so that\n    :func:`_detect_changes` can diff against this baseline on the next\n    ``analyze_repo`` call, enabling incremental updates.\n    \"\"\"\n    try:\n        output_dir = Path(session.output_dir)\n        repo_path = Path(session.repo_path)\n\n        commit_id: str | None = None\n        try:\n            import git\n            repo = git.Repo(repo_path, search_parent_directories=True)\n            commit_id = repo.head.commit.hexsha\n        except Exception:\n            pass\n\n        from datetime import datetime\n        metadata = {\n            \"generation_info\": {\n                \"commit_id\": commit_id,\n                \"timestamp\": datetime.now().isoformat(),\n            },\n        }\n        (output_dir / \"metadata.json\").write_text(\n            json.dumps(metadata, indent=2, ensure_ascii=False)\n        )\n    except Exception as e:\n        logger.warning(\"Failed to write metadata.json: %s\", e)",
+    "start_line": 605,
+    "end_line": 635,
+    "has_docstring": true,
+    "docstring": "Write ``metadata.json`` to the session's output directory.\n\nRecords the current git commit and timestamp so that\n:func:`_detect_changes` can diff against this baseline on the next\n``analyze_repo`` call, enabling incremental updates.",
+    "parameters": [
+      "session"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _write_generation_metadata",
+    "component_id": "codewiki/mcp/server.py::_write_generation_metadata",
+    "language": null,
+    "qualified_name": null
+  },
   "codewiki/mcp/server.py::main": {
     "id": "codewiki/mcp/server.py::main",
     "name": "main",
@@ -1986,8 +2007,8 @@
     "relative_path": "codewiki/mcp/server.py",
     "depends_on": [],
     "source_code": "async def main():\n    \"\"\"Run the MCP server with stdio transport.\"\"\"\n    async with stdio_server() as (read_stream, write_stream):\n        await server.run(\n            read_stream,\n            write_stream,\n            server.create_initialization_options(),\n        )",
-    "start_line": 558,
-    "end_line": 565,
+    "start_line": 642,
+    "end_line": 649,
     "has_docstring": true,
     "docstring": "Run the MCP server with stdio transport.",
     "parameters": [],
@@ -2007,8 +2028,8 @@
     "relative_path": "codewiki/mcp/session.py",
     "depends_on": [],
     "source_code": "class SessionState:\n    \"\"\"Mutable state shared across all MCP tool calls within a session.\"\"\"\n\n    session_id: str\n    repo_path: str\n    output_dir: str\n    components: Dict[str, Node]\n    leaf_nodes: List[str]\n    module_tree: Dict[str, Any] = field(default_factory=dict)\n    registry: Dict[str, Any] = field(default_factory=dict)\n    created_at: float = field(default_factory=time.time)\n    last_accessed: float = field(default_factory=time.time)\n\n    def touch(self) -> None:\n        \"\"\"Update the last-accessed timestamp.\"\"\"\n        self.last_accessed = time.time()\n\n    @property\n    def is_expired(self) -> bool:\n        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS",
-    "start_line": 25,
-    "end_line": 44,
+    "start_line": 28,
+    "end_line": 47,
     "has_docstring": true,
     "docstring": "Mutable state shared across all MCP tool calls within a session.",
     "parameters": null,
@@ -2029,11 +2050,11 @@
     "depends_on": [
       "codewiki/mcp/session.py::SessionState"
     ],
-    "source_code": "class SessionStore:\n    \"\"\"In-memory store for all active MCP sessions.\"\"\"\n\n    def __init__(self) -> None:\n        self._sessions: Dict[str, SessionState] = {}\n\n    def create(\n        self,\n        repo_path: str,\n        output_dir: str,\n        components: Dict[str, Node],\n        leaf_nodes: List[str],\n    ) -> SessionState:\n        \"\"\"Create a new session and return it.\"\"\"\n        session_id = uuid.uuid4().hex[:12]\n        state = SessionState(\n            session_id=session_id,\n            repo_path=repo_path,\n            output_dir=output_dir,\n            components=components,\n            leaf_nodes=leaf_nodes,\n        )\n        self._sessions[session_id] = state\n        self._purge_expired()\n        return state\n\n    def get(self, session_id: str) -> Optional[SessionState]:\n        \"\"\"Return the session or ``None`` if not found / expired.\"\"\"\n        state = self._sessions.get(session_id)\n        if state is None:\n            return None\n        if state.is_expired:\n            del self._sessions[session_id]\n            return None\n        state.touch()\n        return state\n\n    def remove(self, session_id: str) -> bool:\n        \"\"\"Remove a session.  Returns True if it existed.\"\"\"\n        return self._sessions.pop(session_id, None) is not None\n\n    def _purge_expired(self) -> None:\n        \"\"\"Remove all expired sessions.\"\"\"\n        expired = [sid for sid, s in self._sessions.items() if s.is_expired]\n        for sid in expired:\n            del self._sessions[sid]",
-    "start_line": 47,
-    "end_line": 92,
+    "source_code": "class SessionStore:\n    \"\"\"In-memory store for all active MCP sessions (thread-safe).\"\"\"\n\n    def __init__(self) -> None:\n        self._sessions: Dict[str, SessionState] = {}\n        self._lock = threading.Lock()\n\n    def create(\n        self,\n        repo_path: str,\n        output_dir: str,\n        components: Dict[str, Node],\n        leaf_nodes: List[str],\n    ) -> SessionState:\n        \"\"\"Create a new session and return it.\"\"\"\n        with self._lock:\n            self._purge_expired_locked()\n            # Evict oldest if at capacity\n            if len(self._sessions) >= _MAX_SESSIONS:\n                oldest_id = min(\n                    self._sessions,\n                    key=lambda sid: self._sessions[sid].last_accessed,\n                )\n                del self._sessions[oldest_id]\n            session_id = uuid.uuid4().hex[:12]\n            # Ensure no collision\n            while session_id in self._sessions:\n                session_id = uuid.uuid4().hex[:12]\n            state = SessionState(\n                session_id=session_id,\n                repo_path=repo_path,\n                output_dir=output_dir,\n                components=components,\n                leaf_nodes=leaf_nodes,\n            )\n            self._sessions[session_id] = state\n            return state\n\n    def get(self, session_id: str) -> Optional[SessionState]:\n        \"\"\"Return the session or ``None`` if not found / expired.\"\"\"\n        with self._lock:\n            state = self._sessions.get(session_id)\n            if state is None:\n                return None\n            if state.is_expired:\n                del self._sessions[session_id]\n                return None\n            state.touch()\n            return state\n\n    def remove(self, session_id: str) -> bool:\n        \"\"\"Remove a session.  Returns True if it existed.\"\"\"\n        with self._lock:\n            return self._sessions.pop(session_id, None) is not None\n\n    def _purge_expired_locked(self) -> None:\n        \"\"\"Remove all expired sessions.  Caller must hold _lock.\"\"\"\n        expired = [sid for sid, s in self._sessions.items() if s.is_expired]\n        for sid in expired:\n            del self._sessions[sid]",
+    "start_line": 50,
+    "end_line": 109,
     "has_docstring": true,
-    "docstring": "In-memory store for all active MCP sessions.",
+    "docstring": "In-memory store for all active MCP sessions (thread-safe).",
     "parameters": null,
     "node_type": "class",
     "base_classes": null,
@@ -2050,14 +2071,15 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
     "relative_path": "codewiki/mcp/tools/analysis.py",
     "depends_on": [],
-    "source_code": "def _build_component_index(components: Dict[str, Any], max_items: int = 500) -> Tuple[list, bool]:\n    \"\"\"Build a lightweight component index for the MCP response.\n\n    Returns (index_list, truncated) where *truncated* is True when the\n    index was capped at *max_items*.\n    \"\"\"\n    index: list[dict] = []\n    for comp_id, node in list(components.items())[:max_items]:\n        index.append({\n            \"id\": comp_id,\n            \"type\": getattr(node, \"component_type\", \"unknown\"),\n            \"file\": getattr(node, \"relative_path\", \"\"),\n            \"depends_on\": list(getattr(node, \"depends_on\", []))[:20],\n        })\n    return index, len(components) > max_items",
-    "start_line": 22,
-    "end_line": 36,
+    "source_code": "def _build_component_index(\n    components: Dict[str, Any],\n    offset: int = 0,\n    limit: int = 100,\n) -> Tuple[list, Dict[str, int]]:\n    \"\"\"Build a lightweight component index for the MCP response.\n\n    Returns (index_list, pagination_info).  Each entry only carries *id*,\n    *type*, and *file* — dependency details are available on demand via\n    ``read_code_components``.\n    \"\"\"\n    all_ids = list(components.keys())\n    total = len(all_ids)\n    offset = max(0, int(offset))       # prevent negative-index wrapping\n    limit = min(max(int(limit), 1), 200)  # clamp to [1, 200]\n    page_ids = all_ids[offset : offset + limit]\n    index: list[dict] = []\n    for comp_id in page_ids:\n        node = components[comp_id]\n        index.append({\n            \"id\": comp_id,\n            \"type\": getattr(node, \"component_type\", \"unknown\"),\n            \"file\": getattr(node, \"relative_path\", \"\"),\n        })\n    pagination = {\n        \"total\": total,\n        \"offset\": offset,\n        \"limit\": limit,\n        \"has_more\": (offset + limit) < total,\n    }\n    return index, pagination",
+    "start_line": 23,
+    "end_line": 53,
     "has_docstring": true,
-    "docstring": "Build a lightweight component index for the MCP response.\n\nReturns (index_list, truncated) where *truncated* is True when the\nindex was capped at *max_items*.",
+    "docstring": "Build a lightweight component index for the MCP response.\n\nReturns (index_list, pagination_info).  Each entry only carries *id*,\n*type*, and *file* — dependency details are available on demand via\n``read_code_components``.",
     "parameters": [
       "components",
-      "max_items"
+      "offset",
+      "limit"
     ],
     "node_type": "function",
     "base_classes": null,
@@ -2067,6 +2089,132 @@
     "language": null,
     "qualified_name": null
   },
+  "codewiki/mcp/tools/analysis.py::_detect_changes": {
+    "id": "codewiki/mcp/tools/analysis.py::_detect_changes",
+    "name": "_detect_changes",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
+    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "depends_on": [
+      "codewiki/mcp/tools/analysis.py::_detect_via_git",
+      "codewiki/mcp/tools/analysis.py::_find_affected_modules",
+      "codewiki/mcp/tools/analysis.py::_detect_via_mtime"
+    ],
+    "source_code": "def _detect_changes(\n    repo_path: Path,\n    output_dir: Path,\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Detect changes since last documentation generation.\n\n    Returns a changes dict with affected modules, or None if no previous\n    generation exists (first run).\n\n    Detection strategy:\n      1. Git-based: compare stored commit_id with current HEAD, plus check\n         uncommitted changes via ``git status``.\n      2. Fallback: compare file mtime with stored ``timestamp`` in metadata.\n    \"\"\"\n    metadata_path = output_dir / \"metadata.json\"\n    module_tree_path = output_dir / \"module_tree.json\"\n\n    if not metadata_path.exists() or not module_tree_path.exists():\n        return None\n\n    try:\n        metadata = json.loads(metadata_path.read_text())\n        module_tree = json.loads(module_tree_path.read_text())\n    except (json.JSONDecodeError, OSError):\n        return None\n\n    # Try git-based detection first\n    changes = _detect_via_git(repo_path, metadata)\n\n    # Fallback to mtime-based detection\n    if changes is None:\n        changes = _detect_via_mtime(repo_path, metadata)\n\n    if changes is None:\n        return None\n\n    changed_files = changes[\"changed_files\"]\n    if not changed_files:\n        return {\n            \"has_previous\": True,\n            \"no_changes\": True,\n            \"method\": changes.get(\"method\", \"unknown\"),\n            \"message\": \"No changes detected since last generation. Documentation is up to date.\",\n        }\n\n    affected, cascade = _find_affected_modules(module_tree, changed_files)\n\n    return {\n        \"has_previous\": True,\n        \"no_changes\": False,\n        \"method\": changes.get(\"method\", \"unknown\"),\n        \"changed_files\": changed_files[:50],\n        \"affected_modules\": sorted(affected),\n        \"cascade_modules\": sorted(cascade),\n        \"hint\": (\n            f\"Only {len(affected)} module(s) need updating: {sorted(affected)}. \"\n            f\"Parent modules to refresh: {sorted(cascade)}. \"\n            \"Use edit_doc_file for targeted updates, write_doc_file for new modules.\"\n        ),\n    }",
+    "start_line": 60,
+    "end_line": 119,
+    "has_docstring": true,
+    "docstring": "Detect changes since last documentation generation.\n\nReturns a changes dict with affected modules, or None if no previous\ngeneration exists (first run).\n\nDetection strategy:\n  1. Git-based: compare stored commit_id with current HEAD, plus check\n     uncommitted changes via ``git status``.\n  2. Fallback: compare file mtime with stored ``timestamp`` in metadata.",
+    "parameters": [
+      "repo_path",
+      "output_dir"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _detect_changes",
+    "component_id": "codewiki/mcp/tools/analysis.py::_detect_changes",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/analysis.py::_detect_via_git": {
+    "id": "codewiki/mcp/tools/analysis.py::_detect_via_git",
+    "name": "_detect_via_git",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
+    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "depends_on": [],
+    "source_code": "def _detect_via_git(\n    repo_path: Path,\n    metadata: Dict[str, Any],\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Detect changes via git. Returns None if not in a git repo.\n\n    Checks both committed changes (diff against stored commit_id) and\n    uncommitted changes (``git status``).\n    \"\"\"\n    try:\n        import git\n        repo = git.Repo(repo_path, search_parent_directories=True)\n    except Exception:\n        return None\n\n    prev_commit = metadata.get(\"generation_info\", {}).get(\"commit_id\")\n    try:\n        current_commit = repo.head.commit.hexsha\n    except Exception:\n        return None\n\n    changed: list[str] = []\n    method = \"git\"\n\n    # 1) Committed changes since last generation\n    if prev_commit and prev_commit != current_commit:\n        try:\n            diff_index = repo.commit(prev_commit).diff(current_commit)\n            seen: set[str] = set()\n            for diff in diff_index:\n                if diff.a_path and diff.a_path not in seen:\n                    changed.append(diff.a_path)\n                    seen.add(diff.a_path)\n                if diff.b_path and diff.b_path not in seen:\n                    changed.append(diff.b_path)\n                    seen.add(diff.b_path)\n        except Exception:\n            pass\n\n    # 2) Uncommitted changes (user may have edited but not committed)\n    try:\n        for item in repo.untracked_files:\n            if item not in changed:\n                changed.append(item)\n        for file_path in [d.a_path for d in repo.index.diff(None)]:\n            if file_path and file_path not in changed:\n                changed.append(file_path)\n    except Exception:\n        pass\n\n    return {\"changed_files\": changed, \"method\": method}",
+    "start_line": 122,
+    "end_line": 172,
+    "has_docstring": true,
+    "docstring": "Detect changes via git. Returns None if not in a git repo.\n\nChecks both committed changes (diff against stored commit_id) and\nuncommitted changes (``git status``).",
+    "parameters": [
+      "repo_path",
+      "metadata"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _detect_via_git",
+    "component_id": "codewiki/mcp/tools/analysis.py::_detect_via_git",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/analysis.py::_detect_via_mtime": {
+    "id": "codewiki/mcp/tools/analysis.py::_detect_via_mtime",
+    "name": "_detect_via_mtime",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
+    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "depends_on": [],
+    "source_code": "def _detect_via_mtime(\n    repo_path: Path,\n    metadata: Dict[str, Any],\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Fallback: detect changed files by comparing mtime with generation timestamp.\"\"\"\n    timestamp_str = metadata.get(\"generation_info\", {}).get(\"timestamp\")\n    if not timestamp_str:\n        return None\n\n    try:\n        from datetime import datetime\n        prev_time = datetime.fromisoformat(timestamp_str).timestamp()\n    except (ValueError, TypeError):\n        return None\n\n    # Language extensions recognized by CodeWiki\n    source_extensions = {\n        \".py\", \".java\", \".js\", \".jsx\", \".ts\", \".tsx\",\n        \".c\", \".h\", \".cpp\", \".hpp\", \".cc\", \".hh\",\n        \".cs\", \".kt\", \".kts\",\n    }\n\n    changed: list[str] = []\n    for dirpath, dirnames, filenames in os.walk(repo_path):\n        # Skip hidden dirs and common non-source dirs\n        dirnames[:] = [\n            d for d in dirnames\n            if not d.startswith(\".\") and d not in (\"node_modules\", \"__pycache__\", \"venv\", \".venv\")\n        ]\n        for filename in filenames:\n            filepath = Path(dirpath) / filename\n            if filepath.suffix.lower() not in source_extensions:\n                continue\n            try:\n                if filepath.stat().st_mtime > prev_time:\n                    rel_path = str(filepath.relative_to(repo_path))\n                    changed.append(rel_path)\n            except OSError:\n                continue\n\n    return {\"changed_files\": changed, \"method\": \"mtime\"}",
+    "start_line": 175,
+    "end_line": 215,
+    "has_docstring": true,
+    "docstring": "Fallback: detect changed files by comparing mtime with generation timestamp.",
+    "parameters": [
+      "repo_path",
+      "metadata"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _detect_via_mtime",
+    "component_id": "codewiki/mcp/tools/analysis.py::_detect_via_mtime",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/analysis.py::_find_affected_modules": {
+    "id": "codewiki/mcp/tools/analysis.py::_find_affected_modules",
+    "name": "_find_affected_modules",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
+    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "depends_on": [],
+    "source_code": "def _find_affected_modules(\n    module_tree: Dict[str, Any],\n    changed_files: List[str],\n) -> Tuple[set, set]:\n    \"\"\"Map changed files to affected modules using module_tree.json.\n\n    Uses substring matching (same as the CLI ``_invalidate_affected_modules``).\n    Returns (affected_modules, cascade_parent_modules).\n    \"\"\"\n    affected: set[str] = set()\n    cascade: set[str] = set()\n\n    def _walk(tree: Dict, parents: list[str] | None = None):\n        if parents is None:\n            parents = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            hit = False\n            for comp in components:\n                if any(cf in comp or comp in cf for cf in changed_files):\n                    hit = True\n                    break\n            if hit:\n                affected.add(mod_name)\n                cascade.update(parents)\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _walk(children, parents + [mod_name])\n\n    _walk(module_tree)\n\n    # overview.md depends on all child docs, always refresh if anything changed\n    if affected:\n        cascade.add(\"overview\")\n\n    return affected, cascade",
+    "start_line": 218,
+    "end_line": 254,
+    "has_docstring": true,
+    "docstring": "Map changed files to affected modules using module_tree.json.\n\nUses substring matching (same as the CLI ``_invalidate_affected_modules``).\nReturns (affected_modules, cascade_parent_modules).",
+    "parameters": [
+      "module_tree",
+      "changed_files"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _find_affected_modules",
+    "component_id": "codewiki/mcp/tools/analysis.py::_find_affected_modules",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/analysis.py::_walk": {
+    "id": "codewiki/mcp/tools/analysis.py::_walk",
+    "name": "_walk",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
+    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "depends_on": [
+      "codewiki/mcp/tools/analysis.py::_walk"
+    ],
+    "source_code": "    def _walk(tree: Dict, parents: list[str] | None = None):\n        if parents is None:\n            parents = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            hit = False\n            for comp in components:\n                if any(cf in comp or comp in cf for cf in changed_files):\n                    hit = True\n                    break\n            if hit:\n                affected.add(mod_name)\n                cascade.update(parents)\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _walk(children, parents + [mod_name])",
+    "start_line": 230,
+    "end_line": 246,
+    "has_docstring": false,
+    "docstring": "",
+    "parameters": [
+      "tree",
+      "parents"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _walk",
+    "component_id": "codewiki/mcp/tools/analysis.py::_walk",
+    "language": null,
+    "qualified_name": null
+  },
   "codewiki/mcp/tools/analysis.py::handle_analyze_repo": {
     "id": "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
     "name": "handle_analyze_repo",
@@ -2075,12 +2223,13 @@
     "relative_path": "codewiki/mcp/tools/analysis.py",
     "depends_on": [
       "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+      "codewiki/mcp/tools/analysis.py::_detect_changes",
       "codewiki/src/config.py::Config",
       "codewiki/mcp/tools/analysis.py::_build_component_index"
     ],
-    "source_code": "def handle_analyze_repo(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Run the dependency analysis and return the session + component index.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    if not repo_path.exists():\n        return json.dumps({\"error\": f\"Repository not found: {repo_path}\"})\n\n    output_dir = Path(arguments.get(\"output_dir\", str(repo_path / \"docs\"))).expanduser().resolve()\n    output_dir.mkdir(parents=True, exist_ok=True)\n\n    # Build a minimal Config for the dependency analyzer (no LLM fields used)\n    from codewiki.src.config import Config\n    config = Config(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir / \"temp\"),\n        dependency_graph_dir=str(output_dir / \"temp\" / \"dependency_graphs\"),\n        docs_dir=str(output_dir),\n        max_depth=2,\n        llm_base_url=\"not-needed\",\n        llm_api_key=\"not-needed\",\n        main_model=\"unused\",\n        cluster_model=\"unused\",\n    )\n\n    # Apply optional include/exclude patterns\n    include = arguments.get(\"include_patterns\")\n    exclude = arguments.get(\"exclude_patterns\")\n    if include or exclude:\n        agent_instructions: Dict[str, Any] = {}\n        if include:\n            agent_instructions[\"include_patterns\"] = [p.strip() for p in include.split(\",\")]\n        if exclude:\n            agent_instructions[\"exclude_patterns\"] = [p.strip() for p in exclude.split(\",\")]\n        config.agent_instructions = agent_instructions\n\n    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder\n    builder = DependencyGraphBuilder(config)\n    components, leaf_nodes = builder.build_dependency_graph()\n\n    session = store.create(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        components=components,\n        leaf_nodes=leaf_nodes,\n    )\n\n    index, truncated = _build_component_index(components)\n\n    # Language stats\n    languages: Dict[str, int] = {}\n    for node in components.values():\n        lang = getattr(node, \"language\", \"unknown\")\n        languages[lang] = languages.get(lang, 0) + 1\n\n    result = {\n        \"session_id\": session.session_id,\n        \"repo_name\": repo_path.name,\n        \"repo_path\": str(repo_path),\n        \"output_dir\": str(output_dir),\n        \"languages\": languages,\n        \"total_components\": len(components),\n        \"total_leaf_nodes\": len(leaf_nodes),\n        \"leaf_nodes\": leaf_nodes[:100],\n        \"component_index\": index,\n        \"component_index_truncated\": truncated,\n        \"hint\": (\n            \"Use read_code_components(session_id, component_ids) to read source code. \"\n            \"Use save_module_tree(session_id, module_tree) after clustering. \"\n            \"Call get_prompt('cluster') for clustering rules.\"\n        ),\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 39,
-    "end_line": 112,
+    "source_code": "def handle_analyze_repo(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Run the dependency analysis and return the session + component index.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    if not repo_path.exists():\n        return json.dumps({\"error\": f\"Repository not found: {repo_path}\"})\n\n    output_dir = Path(arguments.get(\"output_dir\", str(repo_path / \"docs\"))).expanduser().resolve()\n    output_dir.mkdir(parents=True, exist_ok=True)\n\n    # Build a minimal Config for the dependency analyzer (no LLM fields used)\n    from codewiki.src.config import Config\n    config = Config(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir / \"temp\"),\n        dependency_graph_dir=str(output_dir / \"temp\" / \"dependency_graphs\"),\n        docs_dir=str(output_dir),\n        max_depth=2,\n        llm_base_url=\"not-needed\",\n        llm_api_key=\"not-needed\",\n        main_model=\"unused\",\n        cluster_model=\"unused\",\n    )\n\n    # Apply optional include/exclude patterns\n    include = arguments.get(\"include_patterns\")\n    exclude = arguments.get(\"exclude_patterns\")\n    if include or exclude:\n        agent_instructions: Dict[str, Any] = {}\n        if include:\n            agent_instructions[\"include_patterns\"] = [p.strip() for p in include.split(\",\")]\n        if exclude:\n            agent_instructions[\"exclude_patterns\"] = [p.strip() for p in exclude.split(\",\")]\n        config.agent_instructions = agent_instructions\n\n    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder\n    builder = DependencyGraphBuilder(config)\n    components, leaf_nodes = builder.build_dependency_graph()\n\n    session = store.create(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        components=components,\n        leaf_nodes=leaf_nodes,\n    )\n\n    # Pagination for the component index\n    offset = int(arguments.get(\"offset\", 0))\n    limit = int(arguments.get(\"limit\", 100))\n    index, pagination = _build_component_index(components, offset=offset, limit=limit)\n\n    # Language stats\n    languages: Dict[str, int] = {}\n    for node in components.values():\n        lang = getattr(node, \"language\", \"unknown\")\n        languages[lang] = languages.get(lang, 0) + 1\n\n    # Incremental update: detect changes since last generation\n    changes = _detect_changes(repo_path, output_dir)\n\n    result = {\n        \"session_id\": session.session_id,\n        \"repo_name\": repo_path.name,\n        \"repo_path\": str(repo_path),\n        \"output_dir\": str(output_dir),\n        \"languages\": languages,\n        \"total_components\": len(components),\n        \"total_leaf_nodes\": len(leaf_nodes),\n        \"leaf_nodes\": leaf_nodes[:50],\n        \"component_index\": index,\n        \"pagination\": pagination,\n        \"changes\": changes,\n        \"hint\": (\n            \"Use read_code_components(session_id, component_ids) to read source code. \"\n            \"Use save_module_tree(session_id, module_tree) after clustering. \"\n            \"Call get_prompt('cluster') for clustering rules.\"\n        ),\n    }\n    if pagination[\"has_more\"]:\n        result[\"hint\"] += (\n            f\" Component index has {pagination['total']} items; \"\n            f\"call list_components(session_id='{session.session_id}', offset={offset + limit}) to see the next page.\"\n        )\n    if changes and not changes.get(\"no_changes\"):\n        result[\"hint\"] = (\n            \"Incremental update detected. Only update affected modules listed in \"\n            \"'changes.affected_modules'. Use edit_doc_file for targeted updates. \"\n            \"Refresh cascade parent modules in 'changes.cascade_modules'.\"\n        )\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 257,
+    "end_line": 348,
     "has_docstring": true,
     "docstring": "Run the dependency analysis and return the session + component index.",
     "parameters": [
@@ -2095,6 +2244,32 @@
     "language": null,
     "qualified_name": null
   },
+  "codewiki/mcp/tools/analysis.py::handle_list_components": {
+    "id": "codewiki/mcp/tools/analysis.py::handle_list_components",
+    "name": "handle_list_components",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
+    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "depends_on": [
+      "codewiki/mcp/tools/analysis.py::_build_component_index"
+    ],
+    "source_code": "def handle_list_components(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return a paginated slice of the component index from an existing session.\"\"\"\n    session = store.get(arguments[\"session_id\"])\n    if session is None:\n        return json.dumps({\"error\": \"Session not found or expired.\"})\n\n    offset = int(arguments.get(\"offset\", 0))\n    limit = int(arguments.get(\"limit\", 100))\n    index, pagination = _build_component_index(\n        session.components, offset=offset, limit=limit,\n    )\n\n    result = {\n        \"session_id\": session.session_id,\n        \"component_index\": index,\n        \"pagination\": pagination,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 351,
+    "end_line": 371,
+    "has_docstring": true,
+    "docstring": "Return a paginated slice of the component index from an existing session.",
+    "parameters": [
+      "arguments",
+      "store"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function handle_list_components",
+    "component_id": "codewiki/mcp/tools/analysis.py::handle_list_components",
+    "language": null,
+    "qualified_name": null
+  },
   "codewiki/mcp/tools/code_reader.py::_maybe_truncate": {
     "id": "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
     "name": "_maybe_truncate",
@@ -2103,8 +2278,8 @@
     "relative_path": "codewiki/mcp/tools/code_reader.py",
     "depends_on": [],
     "source_code": "def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:\n    if len(text) <= limit:\n        return text\n    return text[:limit] + \"\\n\\n<response clipped — use view_repo_file with view_range to read more>\"",
-    "start_line": 24,
-    "end_line": 27,
+    "start_line": 28,
+    "end_line": 31,
     "has_docstring": false,
     "docstring": "",
     "parameters": [
@@ -2119,6 +2294,30 @@
     "language": null,
     "qualified_name": null
   },
+  "codewiki/mcp/tools/code_reader.py::_is_within": {
+    "id": "codewiki/mcp/tools/code_reader.py::_is_within",
+    "name": "_is_within",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
+    "relative_path": "codewiki/mcp/tools/code_reader.py",
+    "depends_on": [],
+    "source_code": "def _is_within(path: Path, base: Path) -> bool:\n    \"\"\"Return True if *path* resolves to somewhere inside *base*.\"\"\"\n    try:\n        path.resolve().relative_to(base.resolve())\n        return True\n    except ValueError:\n        return False",
+    "start_line": 34,
+    "end_line": 40,
+    "has_docstring": true,
+    "docstring": "Return True if *path* resolves to somewhere inside *base*.",
+    "parameters": [
+      "path",
+      "base"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _is_within",
+    "component_id": "codewiki/mcp/tools/code_reader.py::_is_within",
+    "language": null,
+    "qualified_name": null
+  },
   "codewiki/mcp/tools/code_reader.py::handle_read_code_components": {
     "id": "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
     "name": "handle_read_code_components",
@@ -2128,9 +2327,9 @@
     "depends_on": [
       "codewiki/mcp/tools/code_reader.py::_maybe_truncate"
     ],
-    "source_code": "def handle_read_code_components(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return the source code for a list of component IDs.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    component_ids: List[str] = arguments[\"component_ids\"]\n    components = session.components\n\n    results = []\n    for cid in component_ids:\n        node = components.get(cid)\n        if node is None:\n            results.append(f\"# Component {cid} not found\\n\")\n        else:\n            lang = getattr(node, \"language\", \"\")\n            fence = lang if lang else \"\"\n            code = getattr(node, \"source_code\", \"\").strip()\n            results.append(f\"## {cid} ({getattr(node, 'component_type', '')})\\n```{fence}\\n{code}\\n```\\n\")\n\n    output = \"\\n\".join(results)\n    return _maybe_truncate(output)",
-    "start_line": 30,
-    "end_line": 55,
+    "source_code": "def handle_read_code_components(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return the source code for a list of component IDs.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    component_ids: List[str] = arguments[\"component_ids\"]\n    # Cap the number of components to avoid oversized responses\n    if len(component_ids) > _MAX_COMPONENTS_PER_CALL:\n        component_ids = component_ids[:_MAX_COMPONENTS_PER_CALL]\n\n    components = session.components\n    results = []\n    for cid in component_ids:\n        node = components.get(cid)\n        if node is None:\n            results.append(f\"# Component {cid} not found\\n\")\n        else:\n            lang = getattr(node, \"language\", \"\")\n            fence = lang if lang else \"\"\n            code = getattr(node, \"source_code\", \"\").strip()\n            if len(code) > _MAX_COMPONENT_SOURCE_LEN:\n                code = code[:_MAX_COMPONENT_SOURCE_LEN] + (\n                    f\"\\n\\n... <truncated {len(code) - _MAX_COMPONENT_SOURCE_LEN} chars; \"\n                    f\"use view_repo_file to read the full source>\"\n                )\n            results.append(f\"## {cid} ({getattr(node, 'component_type', '')})\\n```{fence}\\n{code}\\n```\\n\")\n\n    output = \"\\n\".join(results)\n    if len(arguments[\"component_ids\"]) > _MAX_COMPONENTS_PER_CALL:\n        output = f\"<only first {_MAX_COMPONENTS_PER_CALL} components shown; call again with the remaining IDs>\\n\\n\" + output\n    return _maybe_truncate(output)",
+    "start_line": 43,
+    "end_line": 78,
     "has_docstring": true,
     "docstring": "Return the source code for a list of component IDs.",
     "parameters": [
@@ -2152,11 +2351,12 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
     "relative_path": "codewiki/mcp/tools/code_reader.py",
     "depends_on": [
-      "codewiki/mcp/tools/code_reader.py::_maybe_truncate"
+      "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
+      "codewiki/mcp/tools/code_reader.py::_is_within"
     ],
-    "source_code": "def handle_view_repo_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Read-only view of a file or directory inside the repository.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    rel_path = arguments[\"path\"]\n    abs_path = Path(session.repo_path) / rel_path\n\n    if not abs_path.exists():\n        return json.dumps({\"error\": f\"Path not found: {rel_path}\"})\n\n    # Directory listing\n    if abs_path.is_dir():\n        out = subprocess.run(\n            rf\"find {abs_path} -maxdepth 2 -not -path '*/\\.*'\",\n            shell=True,\n            capture_output=True,\n        )\n        listing = out.stdout.decode(\"utf-8\", errors=\"replace\")\n        listing = listing.replace(str(abs_path), rel_path)\n        return f\"Directory listing for {rel_path}:\\n{listing}\"\n\n    # File view\n    try:\n        content = abs_path.read_text(encoding=\"utf-8\", errors=\"replace\")\n    except Exception as e:\n        return json.dumps({\"error\": f\"Cannot read file: {e}\"})\n\n    view_range = arguments.get(\"view_range\")\n    lines = content.split(\"\\n\")\n\n    if view_range:\n        if len(view_range) != 2:\n            return json.dumps({\"error\": \"view_range must be [start, end]\"})\n        start, end = view_range\n        start = max(1, min(start, len(lines)))\n        if end == -1:\n            end = len(lines)\n        end = max(start, min(end, len(lines)))\n        selected = lines[start - 1 : end]\n        numbered = \"\\n\".join(f\"{i + start:6}\\t{line}\" for i, line in enumerate(selected))\n        return f\"File: {rel_path} (lines {start}-{end})\\n{numbered}\"\n\n    numbered = \"\\n\".join(f\"{i + 1:6}\\t{line}\" for i, line in enumerate(lines))\n    return _maybe_truncate(f\"File: {rel_path} ({len(lines)} lines)\\n{numbered}\")",
-    "start_line": 58,
-    "end_line": 107,
+    "source_code": "def handle_view_repo_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Read-only view of a file or directory inside the repository.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    rel_path = arguments[\"path\"]\n    repo_base = Path(session.repo_path).resolve()\n    abs_path = (repo_base / rel_path).resolve()\n\n    # Path traversal guard\n    if not _is_within(abs_path, repo_base):\n        return json.dumps({\"error\": \"Path escapes repository directory.\"})\n\n    if not abs_path.exists():\n        return json.dumps({\"error\": f\"Path not found: {rel_path}\"})\n\n    # Directory listing — use pathlib instead of shelling out\n    if abs_path.is_dir():\n        entries: list[str] = []\n        for child in sorted(abs_path.iterdir()):\n            if child.name.startswith(\".\"):\n                continue\n            rel_child = child.relative_to(repo_base)\n            suffix = \"/\" if child.is_dir() else \"\"\n            entries.append(f\"{rel_child}{suffix}\")\n        # Also list one level deeper if there aren't too many entries\n        if len(entries) <= 50:\n            expanded: list[str] = []\n            for child in sorted(abs_path.iterdir()):\n                if child.name.startswith(\".\"):\n                    continue\n                rel_child = child.relative_to(repo_base)\n                suffix = \"/\" if child.is_dir() else \"\"\n                expanded.append(f\"{rel_child}{suffix}\")\n                if child.is_dir():\n                    for sub in sorted(child.iterdir()):\n                        if sub.name.startswith(\".\"):\n                            continue\n                        rel_sub = sub.relative_to(repo_base)\n                        sub_suffix = \"/\" if sub.is_dir() else \"\"\n                        expanded.append(f\"  {rel_sub}{sub_suffix}\")\n            entries = expanded\n        listing = \"\\n\".join(entries)\n        return f\"Directory listing for {rel_path}:\\n{listing}\"\n\n    # File view\n    try:\n        content = abs_path.read_text(encoding=\"utf-8\", errors=\"replace\")\n    except Exception as e:\n        return json.dumps({\"error\": f\"Cannot read file: {e}\"})\n\n    view_range = arguments.get(\"view_range\")\n    lines = content.split(\"\\n\")\n\n    if view_range:\n        if len(view_range) != 2:\n            return json.dumps({\"error\": \"view_range must be [start, end]\"})\n        start, end = view_range\n        start = max(1, min(start, len(lines)))\n        if end == -1:\n            end = len(lines)\n        end = max(start, min(end, len(lines)))\n        selected = lines[start - 1 : end]\n        numbered = \"\\n\".join(f\"{i + start:6}\\t{line}\" for i, line in enumerate(selected))\n        return f\"File: {rel_path} (lines {start}-{end})\\n{numbered}\"\n\n    numbered = \"\\n\".join(f\"{i + 1:6}\\t{line}\" for i, line in enumerate(lines))\n    return _maybe_truncate(f\"File: {rel_path} ({len(lines)} lines)\\n{numbered}\")",
+    "start_line": 81,
+    "end_line": 153,
     "has_docstring": true,
     "docstring": "Read-only view of a file or directory inside the repository.",
     "parameters": [
@@ -2171,6 +2371,79 @@
     "language": null,
     "qualified_name": null
   },
+  "codewiki/mcp/tools/doc_writer.py::_is_within": {
+    "id": "codewiki/mcp/tools/doc_writer.py::_is_within",
+    "name": "_is_within",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
+    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "depends_on": [],
+    "source_code": "def _is_within(path: Path, base: Path) -> bool:\n    \"\"\"Return True if *path* resolves to somewhere inside *base*.\"\"\"\n    try:\n        path.resolve().relative_to(base.resolve())\n        return True\n    except ValueError:\n        return False",
+    "start_line": 22,
+    "end_line": 28,
+    "has_docstring": true,
+    "docstring": "Return True if *path* resolves to somewhere inside *base*.",
+    "parameters": [
+      "path",
+      "base"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _is_within",
+    "component_id": "codewiki/mcp/tools/doc_writer.py::_is_within",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/doc_writer.py::_safe_doc_path": {
+    "id": "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
+    "name": "_safe_doc_path",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
+    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "depends_on": [
+      "codewiki/mcp/tools/doc_writer.py::_is_within"
+    ],
+    "source_code": "def _safe_doc_path(session: SessionState, filename: str) -> Path | None:\n    \"\"\"Resolve *filename* within session.output_dir, guarding against traversal.\"\"\"\n    if not filename.endswith(\".md\"):\n        filename += \".md\"\n    output_base = Path(session.output_dir).resolve()\n    doc_path = (output_base / filename).resolve()\n    if not _is_within(doc_path, output_base):\n        return None\n    return doc_path",
+    "start_line": 31,
+    "end_line": 39,
+    "has_docstring": true,
+    "docstring": "Resolve *filename* within session.output_dir, guarding against traversal.",
+    "parameters": [
+      "session",
+      "filename"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _safe_doc_path",
+    "component_id": "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs": {
+    "id": "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+    "name": "_ensure_parent_dirs",
+    "component_type": "function",
+    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
+    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "depends_on": [],
+    "source_code": "def _ensure_parent_dirs(path: Path) -> None:\n    \"\"\"Create parent directories if they don't exist.\"\"\"\n    path.parent.mkdir(parents=True, exist_ok=True)",
+    "start_line": 42,
+    "end_line": 44,
+    "has_docstring": true,
+    "docstring": "Create parent directories if they don't exist.",
+    "parameters": [
+      "path"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _ensure_parent_dirs",
+    "component_id": "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+    "language": null,
+    "qualified_name": null
+  },
   "codewiki/mcp/tools/doc_writer.py::_validate_mermaid": {
     "id": "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
     "name": "_validate_mermaid",
@@ -2181,8 +2454,8 @@
       "codewiki/src/be/utils.py::validate_mermaid_diagrams"
     ],
     "source_code": "async def _validate_mermaid(file_path: str, relative_path: str) -> str:\n    \"\"\"Run Mermaid validation and return the result string.\"\"\"\n    try:\n        from codewiki.src.be.utils import validate_mermaid_diagrams\n        return await validate_mermaid_diagrams(file_path, relative_path)\n    except Exception as e:\n        return f\"Mermaid validation skipped: {e}\"",
-    "start_line": 21,
-    "end_line": 27,
+    "start_line": 47,
+    "end_line": 53,
     "has_docstring": true,
     "docstring": "Run Mermaid validation and return the result string.",
     "parameters": [
@@ -2197,26 +2470,28 @@
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs": {
-    "id": "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
-    "name": "_ensure_parent_dirs",
+  "codewiki/mcp/tools/doc_writer.py::_save_history": {
+    "id": "codewiki/mcp/tools/doc_writer.py::_save_history",
+    "name": "_save_history",
     "component_type": "function",
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
     "relative_path": "codewiki/mcp/tools/doc_writer.py",
     "depends_on": [],
-    "source_code": "def _ensure_parent_dirs(path: Path) -> None:\n    \"\"\"Create parent directories if they don't exist.\"\"\"\n    path.parent.mkdir(parents=True, exist_ok=True)",
-    "start_line": 30,
-    "end_line": 32,
+    "source_code": "def _save_history(session: SessionState, doc_path: Path, content: str) -> None:\n    \"\"\"Append *content* to edit history for *doc_path*, capped at _MAX_HISTORY_PER_FILE.\"\"\"\n    history = session.registry.get(\"file_history\")\n    if history is None:\n        history = {}\n    elif isinstance(history, str):\n        history = json.loads(history)\n    key = str(doc_path)\n    entry = history.setdefault(key, [])\n    entry.append(content)\n    # Trim to last N entries\n    if len(entry) > _MAX_HISTORY_PER_FILE:\n        del entry[: len(entry) - _MAX_HISTORY_PER_FILE]\n    session.registry[\"file_history\"] = history  # keep as native dict",
+    "start_line": 56,
+    "end_line": 69,
     "has_docstring": true,
-    "docstring": "Create parent directories if they don't exist.",
+    "docstring": "Append *content* to edit history for *doc_path*, capped at _MAX_HISTORY_PER_FILE.",
     "parameters": [
-      "path"
+      "session",
+      "doc_path",
+      "content"
     ],
     "node_type": "function",
     "base_classes": null,
     "class_name": null,
-    "display_name": "function _ensure_parent_dirs",
-    "component_id": "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+    "display_name": "function _save_history",
+    "component_id": "codewiki/mcp/tools/doc_writer.py::_save_history",
     "language": null,
     "qualified_name": null
   },
@@ -2227,12 +2502,13 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
     "relative_path": "codewiki/mcp/tools/doc_writer.py",
     "depends_on": [
-      "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
-      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid"
+      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+      "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
+      "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs"
     ],
-    "source_code": "async def handle_write_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Create a new documentation file in the output directory.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    if not filename.endswith(\".md\"):\n        filename += \".md\"\n    content = arguments[\"content\"]\n\n    doc_path = Path(session.output_dir) / filename\n    _ensure_parent_dirs(doc_path)\n\n    if doc_path.exists():\n        return json.dumps({\n            \"error\": f\"File already exists: {filename}. Use edit_doc_file to modify it.\"\n        })\n\n    doc_path.write_text(content, encoding=\"utf-8\")\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"created\",\n        \"path\": str(doc_path),\n        \"filename\": filename,\n        \"lines\": content.count(\"\\n\") + 1,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 35,
-    "end_line": 70,
+    "source_code": "async def handle_write_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Create a new documentation file in the output directory.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    doc_path = _safe_doc_path(session, filename)\n    if doc_path is None:\n        return json.dumps({\"error\": \"Filename escapes output directory.\"})\n\n    content = arguments[\"content\"]\n\n    _ensure_parent_dirs(doc_path)\n\n    if doc_path.exists():\n        return json.dumps({\n            \"error\": f\"File already exists: {filename}. Use edit_doc_file to modify it.\"\n        })\n\n    doc_path.write_text(content, encoding=\"utf-8\")\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"created\",\n        \"path\": str(doc_path),\n        \"filename\": filename,\n        \"lines\": content.count(\"\\n\") + 1,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 72,
+    "end_line": 108,
     "has_docstring": true,
     "docstring": "Create a new documentation file in the output directory.",
     "parameters": [
@@ -2254,11 +2530,13 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
     "relative_path": "codewiki/mcp/tools/doc_writer.py",
     "depends_on": [
-      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid"
+      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+      "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
+      "codewiki/mcp/tools/doc_writer.py::_save_history"
     ],
-    "source_code": "async def handle_edit_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Edit an existing documentation file (str_replace, insert, or undo).\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    if not filename.endswith(\".md\"):\n        filename += \".md\"\n\n    doc_path = Path(session.output_dir) / filename\n    command = arguments[\"command\"]\n\n    if command == \"undo\":\n        # Undo via registry history\n        history_key = str(doc_path)\n        history = session.registry.get(\"file_history\", \"{}\")\n        file_history = json.loads(history) if isinstance(history, str) else history\n        path_history = file_history.get(history_key, [])\n        if not path_history:\n            return json.dumps({\"error\": f\"No edit history found for {filename}.\"})\n        old_content = path_history.pop()\n        file_history[history_key] = path_history\n        session.registry[\"file_history\"] = json.dumps(file_history)\n        doc_path.write_text(old_content, encoding=\"utf-8\")\n        return json.dumps({\"status\": \"undone\", \"filename\": filename})\n\n    if not doc_path.exists():\n        return json.dumps({\"error\": f\"File not found: {filename}. Use write_doc_file to create it.\"})\n\n    # Save current content to history before editing\n    current_content = doc_path.read_text(encoding=\"utf-8\")\n    history_key = str(doc_path)\n    history = session.registry.get(\"file_history\", \"{}\")\n    file_history = json.loads(history) if isinstance(history, str) else history\n    file_history.setdefault(history_key, []).append(current_content)\n    session.registry[\"file_history\"] = json.dumps(file_history)\n\n    if command == \"str_replace\":\n        old_str = arguments.get(\"old_str\")\n        new_str = arguments.get(\"new_str\", \"\")\n        if old_str is None:\n            return json.dumps({\"error\": \"old_str is required for str_replace.\"})\n\n        occurrences = current_content.count(old_str)\n        if occurrences == 0:\n            return json.dumps({\"error\": f\"old_str not found in {filename}.\"})\n        if occurrences > 1:\n            return json.dumps({\"error\": f\"old_str appears {occurrences} times in {filename}. Make it unique.\"})\n\n        new_content = current_content.replace(old_str, new_str, 1)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        # Snippet around the edit\n        replacement_line = current_content.split(old_str)[0].count(\"\\n\")\n        lines = new_content.split(\"\\n\")\n        start = max(0, replacement_line - 4)\n        end = min(len(lines), replacement_line + new_str.count(\"\\n\") + 5)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    elif command == \"insert\":\n        insert_line = arguments.get(\"insert_line\", 0)\n        new_str = arguments.get(\"new_str\", \"\")\n        if not new_str:\n            return json.dumps({\"error\": \"new_str is required for insert.\"})\n\n        lines = current_content.split(\"\\n\")\n        insert_line = max(0, min(insert_line, len(lines)))\n        new_str_lines = new_str.split(\"\\n\")\n        lines = lines[:insert_line] + new_str_lines + lines[insert_line:]\n        new_content = \"\\n\".join(lines)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        start = max(0, insert_line - 4)\n        end = min(len(lines), insert_line + len(new_str_lines) + 4)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    else:\n        return json.dumps({\"error\": f\"Unknown command: {command}. Use str_replace, insert, or undo.\"})\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"edited\",\n        \"command\": command,\n        \"filename\": filename,\n        \"snippet\": snippet,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 73,
-    "end_line": 167,
+    "source_code": "async def handle_edit_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Edit an existing documentation file (str_replace, insert, or undo).\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    doc_path = _safe_doc_path(session, filename)\n    if doc_path is None:\n        return json.dumps({\"error\": \"Filename escapes output directory.\"})\n\n    command = arguments[\"command\"]\n\n    if command == \"undo\":\n        # Undo via registry history\n        history = session.registry.get(\"file_history\", {})\n        if isinstance(history, str):\n            history = json.loads(history)\n        path_history = history.get(str(doc_path), [])\n        if not path_history:\n            return json.dumps({\"error\": f\"No edit history found for {filename}.\"})\n        old_content = path_history.pop()\n        history[str(doc_path)] = path_history\n        session.registry[\"file_history\"] = history\n        doc_path.write_text(old_content, encoding=\"utf-8\")\n\n        # Validate Mermaid after undo\n        mermaid_result = await _validate_mermaid(str(doc_path), filename)\n        return json.dumps({\n            \"status\": \"undone\",\n            \"filename\": filename,\n            \"mermaid_validation\": mermaid_result,\n        }, ensure_ascii=False)\n\n    if not doc_path.exists():\n        return json.dumps({\"error\": f\"File not found: {filename}. Use write_doc_file to create it.\"})\n\n    # Save current content to history before editing\n    current_content = doc_path.read_text(encoding=\"utf-8\")\n    _save_history(session, doc_path, current_content)\n\n    if command == \"str_replace\":\n        old_str = arguments.get(\"old_str\")\n        new_str = arguments.get(\"new_str\", \"\")\n        if old_str is None:\n            return json.dumps({\"error\": \"old_str is required for str_replace.\"})\n\n        occurrences = current_content.count(old_str)\n        if occurrences == 0:\n            return json.dumps({\"error\": f\"old_str not found in {filename}.\"})\n        if occurrences > 1:\n            return json.dumps({\"error\": f\"old_str appears {occurrences} times in {filename}. Make it unique.\"})\n\n        new_content = current_content.replace(old_str, new_str, 1)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        # Snippet around the edit\n        replacement_line = current_content.split(old_str)[0].count(\"\\n\")\n        lines = new_content.split(\"\\n\")\n        start = max(0, replacement_line - 4)\n        end = min(len(lines), replacement_line + new_str.count(\"\\n\") + 5)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    elif command == \"insert\":\n        insert_line = arguments.get(\"insert_line\", 0)\n        new_str = arguments.get(\"new_str\", \"\")\n        if not new_str:\n            return json.dumps({\"error\": \"new_str is required for insert.\"})\n\n        lines = current_content.split(\"\\n\")\n        insert_line = max(0, min(insert_line, len(lines)))\n        new_str_lines = new_str.split(\"\\n\")\n        lines = lines[:insert_line] + new_str_lines + lines[insert_line:]\n        new_content = \"\\n\".join(lines)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        start = max(0, insert_line - 4)\n        end = min(len(lines), insert_line + len(new_str_lines) + 4)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    else:\n        return json.dumps({\"error\": f\"Unknown command: {command}. Use str_replace, insert, or undo.\"})\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"edited\",\n        \"command\": command,\n        \"filename\": filename,\n        \"snippet\": snippet,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 111,
+    "end_line": 208,
     "has_docstring": true,
     "docstring": "Edit an existing documentation file (str_replace, insert, or undo).",
     "parameters": [
@@ -2409,8 +2687,8 @@
     "relative_path": "codewiki/mcp/tools/prompt_server.py",
     "depends_on": [
       "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
-      "codewiki/src/be/prompt_template.py::format_cluster_prompt",
-      "codewiki/src/be/prompt_template.py::format_system_prompt"
+      "codewiki/src/be/prompt_template.py::format_system_prompt",
+      "codewiki/src/be/prompt_template.py::format_cluster_prompt"
     ],
     "source_code": "def _resolve_prompt(prompt_type: str, variables: Dict[str, Any]) -> str:\n    \"\"\"Resolve a prompt template with optional variable substitution.\"\"\"\n\n    if prompt_type == \"cluster\":\n        potential_core_components = variables.get(\"potential_core_components\", \"<POTENTIAL_CORE_COMPONENTS placeholder>\")\n        module_tree = variables.get(\"module_tree\", {})\n        module_name = variables.get(\"module_name\", None)\n        return format_cluster_prompt(\n            potential_core_components=potential_core_components,\n            module_tree=module_tree,\n            module_name=module_name,\n        )\n\n    elif prompt_type == \"system_complex\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        custom_instructions = variables.get(\"custom_instructions\", None)\n        return format_system_prompt(module_name, custom_instructions)\n\n    elif prompt_type == \"system_leaf\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        custom_instructions = variables.get(\"custom_instructions\", None)\n        return format_leaf_system_prompt(module_name, custom_instructions)\n\n    elif prompt_type == \"user\":\n        # If full variables are provided, use the full formatter\n        session_id = variables.get(\"session_id\")\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        core_component_ids = variables.get(\"core_component_ids\", [])\n        module_tree = variables.get(\"module_tree\", {})\n\n        if session_id and core_component_ids:\n            # Try to resolve from session\n            from codewiki.mcp.session import SessionStore\n            # We can't easily access the store here, so fall back to template\n            pass\n\n        # Return the template with placeholders filled as possible\n        return USER_PROMPT.format(\n            module_name=module_name,\n            module_tree=json.dumps(module_tree, indent=2) if module_tree else \"<MODULE_TREE placeholder>\",\n            formatted_core_component_codes=variables.get(\n                \"formatted_core_component_codes\",\n                \"<CORE_COMPONENT_CODES placeholder — use read_code_components to get source code>\"\n            ),\n        )\n\n    elif prompt_type == \"overview_module\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        repo_structure = variables.get(\"repo_structure\", \"<REPO_STRUCTURE placeholder>\")\n        return MODULE_OVERVIEW_PROMPT.format(\n            module_name=module_name,\n            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),\n        )\n\n    elif prompt_type == \"overview_repo\":\n        repo_name = variables.get(\"repo_name\", \"REPO_NAME\")\n        repo_structure = variables.get(\"repo_structure\", \"<REPO_STRUCTURE placeholder>\")\n        return REPO_OVERVIEW_PROMPT.format(\n            repo_name=repo_name,\n            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),\n        )\n\n    return f\"Unknown prompt type: {prompt_type}\"",
     "start_line": 114,
@@ -2457,12 +2735,12 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/generate_sub_module_documentations.py",
     "relative_path": "codewiki/src/be/agent_tools/generate_sub_module_documentations.py",
     "depends_on": [
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
       "codewiki/src/be/llm_services.py::create_fallback_models",
-      "codewiki/src/be/utils.py::count_tokens",
       "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/src/be/utils.py::is_complex_module",
       "codewiki/src/be/prompt_template.py::format_user_prompt",
-      "codewiki/src/be/utils.py::is_complex_module"
+      "codewiki/src/be/utils.py::count_tokens"
     ],
     "source_code": "async def generate_sub_module_documentation(\n    ctx: RunContext[CodeWikiDeps],\n    sub_module_specs: dict[str, list[str]]\n) -> str:\n    \"\"\"Delegate documentation generation of sub-modules to sub-agents. Each sub-module will be documented separately.\n\n    Args:\n        sub_module_specs: A dictionary mapping sub-module names to their core component IDs. \n            Example: {\"authentication\": [\"auth_handler.py::AuthHandler\", \"auth_middleware.py::verify_token\"], \"database\": [\"db_client.py::DBClient\", \"models.py::UserModel\"]}\n            Each key is a descriptive sub-module name, and the value is a list of component IDs from the current module's core components that belong to that sub-module.\n    \"\"\"\n\n    deps = ctx.deps\n    previous_module_name = deps.current_module_name\n    \n    # Create fallback models from config\n    fallback_models = create_fallback_models(deps.config)\n\n    # add the sub-module to the module tree\n    value = deps.module_tree\n    for key in deps.path_to_current_module:\n        value = value[key][\"children\"]\n    for sub_module_name, core_component_ids in sub_module_specs.items():\n        value[sub_module_name] = {\"components\": core_component_ids, \"children\": {}}\n    \n    for sub_module_name, core_component_ids in sub_module_specs.items():\n\n        # Create visual indentation for nested modules\n        indent = \"  \" * deps.current_depth\n        arrow = \"└─\" if deps.current_depth > 0 else \"→\"\n\n        logger.info(f\"{indent}{arrow} Generating documentation for sub-module: {sub_module_name}\")\n\n        num_tokens = count_tokens(format_potential_core_components(core_component_ids, ctx.deps.components)[-1])\n        \n        if is_complex_module(ctx.deps.components, core_component_ids) and ctx.deps.current_depth < ctx.deps.max_depth and num_tokens >= ctx.deps.config.max_token_per_leaf_module:\n            sub_agent = Agent(\n                model=fallback_models,\n                name=sub_module_name,\n                deps_type=CodeWikiDeps,\n                system_prompt=SYSTEM_PROMPT.format(module_name=sub_module_name, custom_instructions=ctx.deps.custom_instructions),\n                tools=[read_code_components_tool, str_replace_editor_tool, generate_sub_module_documentation_tool],\n            )\n        else:\n            sub_agent = Agent(\n                model=fallback_models,\n                name=sub_module_name,\n                deps_type=CodeWikiDeps,\n                system_prompt=LEAF_SYSTEM_PROMPT.format(module_name=sub_module_name, custom_instructions=ctx.deps.custom_instructions),\n                tools=[read_code_components_tool, str_replace_editor_tool],\n            )\n\n        deps.current_module_name = sub_module_name\n        deps.path_to_current_module.append(sub_module_name)\n        deps.current_depth += 1\n        # log the current module tree\n        # print(f\"Current module tree: {json.dumps(deps.module_tree, indent=4)}\")\n\n        result = await sub_agent.run(\n            format_user_prompt(\n                module_name=deps.current_module_name,\n                core_component_ids=core_component_ids,\n                components=ctx.deps.components,\n                module_tree=ctx.deps.module_tree,\n            ),\n            deps=ctx.deps\n        )\n\n        # remove the sub-module name from the path to current module and the module tree\n        deps.path_to_current_module.pop()\n        deps.current_depth -= 1\n\n    # restore the previous module name\n    deps.current_module_name = previous_module_name\n\n    return f\"Generate successfully. Documentations: {', '.join([key + '.md' for key in sub_module_specs.keys()])} are saved in the working directory.\"",
     "start_line": 16,
@@ -2698,11 +2976,11 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
     "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
     "depends_on": [
+      "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
       "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
       "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::flake8"
+      "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output"
     ],
     "source_code": "class EditTool:\n    \"\"\"\n    An filesystem editor tool that allows the agent to view, create, and edit files.\n    The tool parameters are defined by Anthropic and are not editable.\n    \"\"\"\n\n    name = \"str_replace_editor\"\n\n    def __init__(self, REGISTRY, absolute_docs_path=None):\n        super().__init__()\n        self._encoding = None\n        self.REGISTRY = REGISTRY\n        self.logs = []\n        self.absolute_docs_path = Path(absolute_docs_path) if absolute_docs_path else None\n\n    def _get_display_path(self, path: Path) -> str:\n        \"\"\"Get path for display purposes - relative to absolute_docs_path if available\"\"\"\n        if self.absolute_docs_path and path.is_absolute():\n            try:\n                return str(path.relative_to(self.absolute_docs_path))\n            except ValueError:\n                # Path is not under absolute_docs_path, return as-is\n                return str(path)\n        return str(path)\n\n    @property\n    def _file_history(self):\n        return defaultdict(list, json.loads(self.REGISTRY.get(\"file_history\", \"{}\")))\n\n    @_file_history.setter\n    def _file_history(self, value: dict):\n        self.REGISTRY[\"file_history\"] = json.dumps(value)\n\n    def __call__(\n        self,\n        *,\n        command: Command,\n        path: str,\n        file_text: Optional[str] = None,\n        view_range: Optional[List[int]] = None,\n        old_str: Optional[str] = None,\n        new_str: Optional[str] = None,\n        insert_line: Optional[int] = None,\n        **kwargs,\n    ):\n        _path = Path(path)\n        if not self.validate_path(command, _path):\n            return\n        if command == \"view\":\n            return self.view(_path, view_range)\n        elif command == \"create\":\n            if file_text is None:\n                self.logs.append(\"Parameter `file_text` is required for command: create\")\n                return\n            self.create_file(_path, file_text)\n            return None\n        elif command == \"str_replace\":\n            if old_str is None:\n                self.logs.append(\"Parameter `old_str` is required for command: str_replace\")\n                return\n            return self.str_replace(_path, old_str, new_str)\n        elif command == \"insert\":\n            if insert_line is None:\n                self.logs.append(\"Parameter `insert_line` is required for command: insert\")\n                return\n            if new_str is None:\n                self.logs.append(\"Parameter `new_str` is required for command: insert\")\n                return\n            return self.insert(_path, insert_line, new_str)\n        elif command == \"undo_edit\":\n            return self.undo_edit(_path)\n        self.logs.append(\n            f'Unrecognized command {command}. The allowed commands for the {self.name} tool are: \"view\", \"create\", \"str_replace\", \"insert\", \"undo_edit\"'\n        )\n        return\n\n    def validate_path(self, command: str, path: Path):\n        \"\"\"\n        Check that the path/command combination is valid.\n        \"\"\"\n        # Check if its an absolute path\n        if not path.is_absolute():\n            suggested_path = Path.cwd() / path\n            self.logs.append(\n                f\"The path {self._get_display_path(path)} is not an absolute path, it should start with `/`. Maybe you meant {self._get_display_path(suggested_path)}?\"\n            )\n            return False\n        # Check if path exists\n        if not path.exists() and command != \"create\":\n            self.logs.append(f\"The path {self._get_display_path(path)} does not exist. Please provide a valid path.\")\n            return False\n        if path.exists() and command == \"create\":\n            self.logs.append(f\"File already exists at: {self._get_display_path(path)}. Cannot overwrite files using command `create`.\")\n            return False\n        # Check if the path points to a directory\n        if path.is_dir():\n            if command != \"view\":\n                self.logs.append(f\"The path {self._get_display_path(path)} is a directory and only the `view` command can be used on directories\")\n                return False\n        return True\n\n    def create_file(self, path: Path, file_text: str):\n        if not path.parent.exists():\n            self.logs.append(f\"The parent directory {self._get_display_path(path.parent)} does not exist. Please create it first.\")\n            return\n        self.write_file(path, file_text)\n        self._file_history[path].append(file_text)\n        self.logs.append(f\"File created successfully at: {self._get_display_path(path)}\")\n\n    def view(self, path: Path, view_range: Optional[List[int]] = None):\n        \"\"\"Implement the view command\"\"\"\n        if path.is_dir():\n            if view_range:\n                self.logs.append(\"The `view_range` parameter is not allowed when `path` points to a directory.\")\n                return\n\n            out = subprocess.run(\n                rf\"find {path} -maxdepth 2 -not -path '*/\\.*'\",\n                shell=True,\n                stdout=subprocess.PIPE,\n                stderr=subprocess.PIPE,\n            )\n            # Use errors=\"replace\" so non-UTF-8 bytes (e.g. GBK-encoded filenames on Windows) don't crash decoding.\n            stdout = out.stdout.decode(\"utf-8\", errors=\"replace\")\n            stderr = out.stderr.decode(\"utf-8\", errors=\"replace\")\n\n            if not stderr:\n                stdout = stdout.replace(str(path), self._get_display_path(path))\n                stdout = f\"Here's the files and directories up to 2 levels deep in {self._get_display_path(path)}, excluding hidden items:\\n{stdout}\\n\"\n                self.logs.append(stdout)\n            return\n\n        file_content = self.read_file(path)\n        if view_range:\n            if len(view_range) != 2 or not all(isinstance(i, int) for i in view_range):\n                self.logs.append(\"Invalid `view_range`. It should be a list of two integers.\")\n                return\n            file_lines = file_content.split(\"\\n\")\n            n_lines_file = len(file_lines)\n            init_line, final_line = view_range\n            if init_line < 1 or init_line > n_lines_file:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its first element `{init_line}` should be within the range of lines of the file: {[1, n_lines_file]}\"\n                )\n                return\n            if final_line > n_lines_file:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its second element `{final_line}` should be smaller than the number of lines in the file: `{n_lines_file}`\"\n                )\n                return\n            if final_line != -1 and final_line < init_line:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its second element `{final_line}` should be larger or equal than its first `{init_line}`\"\n                )\n                return\n\n            if final_line == -1:\n                final_line = n_lines_file\n\n            # Expand the viewport to include the whole function or class\n            init_line, final_line = WindowExpander(suffix=path.suffix).expand_window(\n                file_lines, init_line, final_line, max_added_lines=MAX_WINDOW_EXPANSION_VIEW\n            )\n\n            file_content = \"\\n\".join(file_lines[init_line - 1 : final_line])\n        else:\n            if path.suffix == \".py\" and len(file_content) > MAX_RESPONSE_LEN and USE_FILEMAP:\n                try:\n                    filemap = Filemap().show_filemap(file_content, encoding=self._encoding or \"utf-8\")\n                except Exception:\n                    # If we fail to show the filemap, just show the truncated file content\n                    pass\n                else:\n                    self.logs.append(\n                        \"<NOTE>This file is too large to display entirely. Showing abbreviated version. \"\n                        \"Please use `str_replace_editor view` with the `view_range` parameter to show selected lines next.</NOTE>\"\n                    )\n                    filemap = maybe_truncate(filemap.expandtabs())\n                    self.logs.append(filemap)\n                    self.logs.append(\n                        \"<IMPORTANT><NOTE>The above file has been abbreviated. Please use `str_replace editor view` with `view_range` to look at relevant files in detail.</NOTE></IMPORTANT>\"\n                    )\n                    return\n            # Else just show\n            init_line = 1\n\n        # init_line is 1-based\n        self.logs.append(self._make_output(file_content, self._get_display_path(path), init_line=init_line))\n\n    def str_replace(self, path: Path, old_str: str, new_str: Optional[str]):\n        \"\"\"Implement the str_replace command, which replaces old_str with new_str in the file content\"\"\"\n        # Read the file content\n        file_content = self.read_file(path).expandtabs()\n        old_str = old_str.expandtabs()\n        new_str = new_str.expandtabs() if new_str is not None else \"\"\n\n        # Check if old_str is unique in the file\n        occurrences = file_content.count(old_str)\n        if occurrences == 0:\n            self.logs.append(f\"No replacement was performed, old_str `{old_str}` did not appear verbatim in {self._get_display_path(path)}.\")\n            return\n        elif occurrences > 1:\n            file_content_lines = file_content.split(\"\\n\")\n            lines = [idx + 1 for idx, line in enumerate(file_content_lines) if old_str in line]\n            self.logs.append(\n                f\"No replacement was performed. Multiple occurrences of old_str `{old_str}` in lines {lines}. Please ensure it is unique\"\n            )\n            return\n\n        if new_str == old_str:\n            self.logs.append(f\"No replacement was performed, old_str `{old_str}` is the same as new_str `{new_str}`.\")\n            return\n\n        pre_edit_lint = \"\"\n        if USE_LINTER:\n            try:\n                pre_edit_lint = flake8(str(path))\n            except Exception as e:\n                self.logs.append(f\"Warning: Failed to run pre-edit linter on {path}: {e}\")\n\n        # Replace old_str with new_str\n        new_file_content = file_content.replace(old_str, new_str)\n\n        # Write the new content to the file\n        self.write_file(path, new_file_content)\n\n        post_edit_lint = \"\"\n        if USE_LINTER:\n            try:\n                post_edit_lint = flake8(str(path))\n            except Exception as e:\n                self.logs.append(f\"Warning: Failed to run post-edit linter on {path}: {e}\")\n\n        epilogue = \"\"\n        if post_edit_lint:\n            ...\n            replacement_window_start_line = file_content.split(old_str)[0].count(\"\\n\") + 1\n            replacement_lines = len(new_str.split(\"\\n\"))\n            replacement_window_end_line = replacement_window_start_line + replacement_lines - 1\n            replacement_window = (replacement_window_start_line, replacement_window_end_line)\n            errors = format_flake8_output(\n                post_edit_lint,\n                previous_errors_string=pre_edit_lint,\n                replacement_window=replacement_window,\n                replacement_n_lines=replacement_lines,\n            )\n            if errors.strip():\n                epilogue = LINT_WARNING_TEMPLATE.format(errors=errors)\n\n        # Save the content to history\n        self._file_history[path].append(file_content)\n\n        # Create a snippet of the edited section\n        replacement_line = file_content.split(old_str)[0].count(\"\\n\")\n        start_line = max(1, replacement_line - SNIPPET_LINES)\n        end_line = min(replacement_line + SNIPPET_LINES + new_str.count(\"\\n\"), len(new_file_content.splitlines()))\n        start_line, end_line = WindowExpander(suffix=path.suffix).expand_window(\n            new_file_content.split(\"\\n\"), start_line, end_line, max_added_lines=MAX_WINDOW_EXPANSION_EDIT_CONFIRM\n        )\n        snippet = \"\\n\".join(new_file_content.split(\"\\n\")[start_line - 1 : end_line])\n\n        # Prepare the success message\n        success_msg = f\"The file {self._get_display_path(path)} has been edited. \"\n        success_msg += self._make_output(snippet, f\"a snippet of {self._get_display_path(path)}\", start_line)\n        success_msg += \"Review the changes and make sure they are as expected. Edit the file again if necessary.\"\n        success_msg += epilogue\n\n        self.logs.append(success_msg)\n\n    def insert(self, path: Path, insert_line: int, new_str: str):\n        \"\"\"Implement the insert command, which inserts new_str at the specified line in the file content.\"\"\"\n        file_text = self.read_file(path).expandtabs()\n        new_str = new_str.expandtabs()\n        file_text_lines = file_text.split(\"\\n\")\n        n_lines_file = len(file_text_lines)\n\n        if insert_line < 0 or insert_line > n_lines_file:\n            self.logs.append(\n                f\"Invalid `insert_line` parameter: {insert_line}. It should be within the range of lines of the file: {[0, n_lines_file]}\"\n            )\n            return\n\n        new_str_lines = new_str.split(\"\\n\")\n        new_file_text_lines = file_text_lines[:insert_line] + new_str_lines + file_text_lines[insert_line:]\n        snippet_lines = (\n            file_text_lines[max(0, insert_line - SNIPPET_LINES) : insert_line]\n            + new_str_lines\n            + file_text_lines[insert_line : insert_line + SNIPPET_LINES]\n        )\n\n        new_file_text = \"\\n\".join(new_file_text_lines)\n        snippet = \"\\n\".join(snippet_lines)\n\n        self.write_file(path, new_file_text)\n        self._file_history[path].append(file_text)\n\n        # todo: Also expand these windows\n\n        success_msg = f\"The file {self._get_display_path(path)} has been edited. \"\n        success_msg += self._make_output(\n            snippet,\n            \"a snippet of the edited file\",\n            max(1, insert_line - SNIPPET_LINES + 1),\n        )\n        success_msg += \"Review the changes and make sure they are as expected (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\"\n        self.logs.append(success_msg)\n\n    def undo_edit(self, path: Path):\n        \"\"\"Implement the undo_edit command.\"\"\"\n        if not self._file_history[path]:\n            self.logs.append(f\"No edit history found for {self._get_display_path(path)}.\")\n            return\n\n        old_text = self._file_history[path].pop()\n        self.write_file(path, old_text)\n\n        self.logs.append(f\"Last edit to {self._get_display_path(path)} undone successfully. {self._make_output(old_text, self._get_display_path(path))}\")\n\n    def read_file(self, path: Path):\n        \"\"\"Read the content of a file from a given path; raise a ToolError if an error occurs.\"\"\"\n        encodings = [\n            (None, None),\n            (\"utf-8\", None),\n            (\"latin-1\", None),\n            (\"utf-8\", \"replace\"),\n        ]\n        exception = None\n        for self._encoding, errors in encodings:\n            try:\n                text = path.read_text(encoding=self._encoding, errors=errors)\n            except UnicodeDecodeError as e:\n                exception = e\n            else:\n                break\n        else:\n            self.logs.append(f\"Ran into UnicodeDecodeError {exception} while trying to read {self._get_display_path(path)}\")\n            return\n        return text\n\n    def write_file(self, path: Path, file: str):\n        \"\"\"Write the content of a file to a given path; raise a ToolError if an error occurs.\"\"\"\n        try:\n            path.write_text(file, encoding=self._encoding or \"utf-8\")\n        except Exception as e:\n            self.logs.append(f\"Ran into {e} while trying to write to {self._get_display_path(path)}\")\n            return\n\n    def _make_output(\n        self,\n        file_content: str,\n        file_descriptor: str,\n        init_line: int = 1,\n        expand_tabs: bool = True,\n    ):\n        \"\"\"Generate output for the CLI based on the content of a file.\"\"\"\n        file_content = maybe_truncate(file_content)\n        if expand_tabs:\n            file_content = file_content.expandtabs()\n        file_content = \"\\n\".join([f\"{i + init_line:6}\\t{line}\" for i, line in enumerate(file_content.split(\"\\n\"))])\n        return f\"Here's the result of running `cat -n` on {file_descriptor}:\\n\" + file_content + \"\\n\"",
     "start_line": 374,
@@ -2807,8 +3085,8 @@
     "relative_path": "codewiki/src/be/backend.py",
     "depends_on": [
       "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/src/be/caw_backend.py::CawBackend",
-      "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend"
+      "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
+      "codewiki/src/be/caw_backend.py::CawBackend"
     ],
     "source_code": "def get_backend(config) -> \"LLMBackend\":\n    \"\"\"Return the backend instance matching ``config.provider``.\"\"\"\n    provider = getattr(config, \"provider\", \"openai-compatible\")\n    if is_caw_provider(provider):\n        from codewiki.src.be.caw_backend import CawBackend\n        return CawBackend(config)\n    from codewiki.src.be.pydantic_ai_backend import PydanticAIBackend\n    return PydanticAIBackend(config)",
     "start_line": 60,
@@ -2923,18 +3201,18 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
     "relative_path": "codewiki/src/be/caw_backend.py",
     "depends_on": [
+      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
       "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
-      "codewiki/src/be/utils.py::count_tokens",
       "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
-      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/src/be/caw_toolkit.py::CawToolKit",
       "codewiki/src/be/utils.py::set_main_loop",
       "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/utils.py::is_complex_module",
       "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
-      "codewiki/src/be/caw_toolkit.py::CawToolKit",
-      "codewiki/src/be/prompt_template.py::format_system_prompt",
       "codewiki/src/be/prompt_template.py::format_user_prompt",
-      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
-      "codewiki/src/be/utils.py::is_complex_module"
+      "codewiki/src/be/prompt_template.py::format_system_prompt",
+      "codewiki/src/be/utils.py::count_tokens"
     ],
     "source_code": "class CawBackend(LLMBackend):\n    \"\"\"Routes LLM operations through the claude / codex CLI subscription.\"\"\"\n\n    def __init__(self, config: Config) -> None:\n        self._config = config\n        self._caw_provider = _resolve_caw_provider(config.provider)\n        # main_model is passed straight through; empty string → caw default.\n        self._model: str | None = config.main_model or None\n\n        # Fail loudly here rather than producing a confusing caw error mid-run.\n        cli = _CLI_BINARY[config.provider]\n        if shutil.which(cli) is None:\n            raise RuntimeError(\n                f\"Subscription mode requires the '{cli}' CLI on PATH. \"\n                f\"Install it and run '{cli} login', then try again.\"\n            )\n\n        if self._caw_provider == \"claude_code\":\n            # Prevent claude-code CLI from cancelling long sub-module recursion;\n            # setdefault preserves a user-supplied value (e.g. shell override).\n            os.environ.setdefault(\"MCP_TOOL_TIMEOUT\", \"86400000\")\n            os.environ.setdefault(\"MCP_TIMEOUT\", \"60000\")\n            logger.info(\n                \"claude-code MCP timeouts: MCP_TOOL_TIMEOUT=%s MCP_TIMEOUT=%s\",\n                os.environ[\"MCP_TOOL_TIMEOUT\"],\n                os.environ[\"MCP_TIMEOUT\"],\n            )\n\n    # ------------------------------------------------------------------\n    # Single-shot completion (clustering, parent / repo overviews)\n    # ------------------------------------------------------------------\n\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,  # unused: subscription CLIs don't expose temperature\n    ) -> str:\n        # Blocks the calling thread for the lifetime of the claude/codex\n        # subprocess.  Callers running this from an async context (e.g. the\n        # documentation_generator) accept this — there is no concurrent work\n        # to do while clustering is in flight anyway.\n        effective_model = model or self._model\n        agent = CawAgent(\n            provider=self._caw_provider,\n            model=effective_model,\n            tools=ToolGroup.READER,\n        )\n        traj = agent.completion(prompt)\n        return traj.result\n\n    # ------------------------------------------------------------------\n    # Per-module agent loop\n    # ------------------------------------------------------------------\n\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        # caw.completion shells out to a subprocess and blocks the calling\n        # thread.  Push it off the event loop so the rest of the async\n        # pipeline keeps moving.\n        # Mermaid validation goes through PythonMonkey, which binds its JS\n        # engine to the thread where it was first imported (the main\n        # thread).  caw routes MCP tool calls through a FastMCP daemon\n        # thread, so the validator would otherwise lose its event loop.\n        # Hand the main loop to utils so the worker-thread tool calls can\n        # marshal parse_mermaid_py back here.\n        set_main_loop(asyncio.get_running_loop())\n        return await asyncio.to_thread(\n            self._run_module_agent_sync,\n            module_name,\n            components,\n            core_component_ids,\n            module_path,\n            working_dir,\n        )\n\n    def _run_module_agent_sync(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n        start_depth: int = 1,\n        module_tree: Dict[str, Any] | None = None,\n    ) -> Dict[str, Any]:\n        # ``start_depth`` lets the recursion preserve max_depth across nested\n        # _run_module_agent_sync calls — each fresh deps object would otherwise\n        # reset current_depth to 1 and silently bypass max_depth guards.\n        # ``module_tree`` carries the parent's in-memory tree across the\n        # recursion.  Reloading from disk only works at the top level — by the\n        # time a sub-agent runs, the parent has staged new branches in memory\n        # but has not yet saved (save happens after agent.completion returns).\n        from codewiki.src.be.caw_toolkit import CawToolKit  # local import to avoid cycles\n\n        config = self._config\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        if module_tree is None:\n            module_tree = file_manager.load_json(module_tree_path)\n\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(\"✓ Overview docs already exists at %s\", overview_docs_path)\n            return module_tree\n        docs_path = os.path.join(working_dir, f\"{module_name}.md\")\n        if os.path.exists(docs_path):\n            logger.info(\"✓ Module docs already exists at %s\", docs_path)\n            return module_tree\n\n        custom_instructions = config.get_prompt_addition()\n\n        # Mirror PydanticAIBackend's early-cut: a module is only worth\n        # delegating to sub-agents when it spans multiple files AND has enough\n        # content to justify the cost AND we still have recursion budget.\n        # Without this gate the caw path would give every multi-file sub-module\n        # the recursive SYSTEM_PROMPT + delegation tool and fan out one extra\n        # agent call per sub-spec even when a single leaf write would suffice.\n        # See generate_sub_module_documentation_tool for the pydantic-ai\n        # equivalent.\n        _, components_with_code = format_potential_core_components(\n            core_component_ids, components\n        )\n        num_tokens = count_tokens(components_with_code)\n        can_delegate = (\n            is_complex_module(components, core_component_ids)\n            and start_depth < config.max_depth\n            and num_tokens >= config.max_token_per_leaf_module\n        )\n        logger.info(f\"Module {module_name} can delegate: {can_delegate} - is_complex_module: {is_complex_module(components, core_component_ids)} - start_depth: {start_depth} - num_tokens: {num_tokens} - max_depth: {config.max_depth} - max_token_per_leaf_module: {config.max_token_per_leaf_module}\")\n\n        if can_delegate:\n            system_prompt = format_system_prompt(module_name, custom_instructions)\n        else:\n            system_prompt = format_leaf_system_prompt(module_name, custom_instructions)\n\n        deps = CodeWikiDeps(\n            absolute_docs_path=working_dir,\n            absolute_repo_path=str(os.path.abspath(config.repo_path)),\n            registry={},\n            components=components,\n            path_to_current_module=list(module_path),\n            current_module_name=module_name,\n            module_tree=module_tree,\n            max_depth=config.max_depth,\n            current_depth=start_depth,\n            config=config,\n            custom_instructions=custom_instructions,\n        )\n\n        toolkit = CawToolKit(deps=deps, backend=self, allow_subagent=can_delegate)\n\n        agent = CawAgent(\n            provider=self._caw_provider,\n            model=self._model,\n            system_prompt=system_prompt,\n            tools=_agent_tool_group_for_provider(self._caw_provider),\n            tool_servers=[toolkit],\n        )\n\n        user_prompt = format_user_prompt(\n            module_name=module_name,\n            core_component_ids=core_component_ids,\n            components=components,\n            module_tree=deps.module_tree,\n        )\n\n        # caw forks claude / codex via subprocess.Popen without a cwd, so the\n        # child CLI inherits Python's cwd — typically the repo root where the\n        # user invoked ``codewiki``.  Codex's native ``file_change`` tool\n        # (always present under the danger-full-access sandbox EXEC requires)\n        # then resolves relative paths against that cwd, dropping the .md at\n        # the repo root.  Pin cwd to the docs output dir for the duration of\n        # the agent run so file_change lands inside ``--output``.  Reads still\n        # go through MCP tools that use absolute paths from ``deps``, so\n        # they're cwd-independent.  Safe to mutate process-wide cwd because\n        # documentation_generator processes modules sequentially and recursive\n        # _run_module_agent_sync calls chdir to the same absolute_docs_path.\n        original_cwd = os.getcwd()\n        try:\n            os.chdir(working_dir)\n            try:\n                traj = agent.completion(user_prompt)\n            finally:\n                os.chdir(original_cwd)\n            logger.info(\n                \"Module %s completed via caw (turns=%d, tool_calls=%d)\",\n                module_name,\n                traj.num_turns,\n                traj.total_tool_calls,\n            )\n            file_manager.save_json(deps.module_tree, module_tree_path)\n            return deps.module_tree\n        except Exception as e:\n            logger.error(\"Error processing module %s via caw: %s\", module_name, e)\n            raise",
     "start_line": 123,
@@ -3006,11 +3284,11 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_toolkit.py",
     "relative_path": "codewiki/src/be/caw_toolkit.py",
     "depends_on": [
+      "codewiki/src/be/caw_toolkit.py::_heartbeat",
+      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
       "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
-      "codewiki/src/be/utils.py::validate_mermaid_diagrams",
       "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/caw_toolkit.py::_heartbeat",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool"
+      "codewiki/src/be/utils.py::validate_mermaid_diagrams"
     ],
     "source_code": "class CawToolKit(\n    ToolKit,\n    server_name=\"codewiki_tools\",\n    display_name=\"CodeWiki Tools\",\n):\n    \"\"\"MCP tool server exposing CodeWiki tools to a caw Agent.\"\"\"\n\n    def __init__(\n        self,\n        deps: CodeWikiDeps,\n        backend: \"CawBackend\",\n        allow_subagent: bool,\n    ) -> None:\n        self._deps = deps\n        self._backend = backend\n        self._allow_subagent = allow_subagent\n\n    # ------------------------------------------------------------------\n    # Tool: read_code_components\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Read the source code of the given component ids. \"\n            \"component_ids is a list of strings like \"\n            \"['sweagent/types.py::AgentRunResult', 'auth/middleware.py::verify_token'] \"\n            \"where the part before '::' is the file path and the part after is the component name.\"\n        )\n    )\n    async def read_code_components(self, component_ids: list[str]) -> str:\n        results = []\n        for cid in component_ids:\n            if cid not in self._deps.components:\n                results.append(f\"# Component {cid} not found\")\n            else:\n                results.append(\n                    f\"# Component {cid}:\\n\"\n                    f\"{self._deps.components[cid].source_code.strip()}\\n\\n\"\n                )\n        return \"\\n\".join(results)\n\n    # ------------------------------------------------------------------\n    # Tool: str_replace_editor\n    # Reuses the EditTool implementation + Mermaid validator from the\n    # existing module so behavior matches the pydantic-ai path exactly.\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Custom editing tool for viewing, creating and editing files.\\n\"\n            \"* If `path` is a file, `view` displays the result of applying `cat -n`. \"\n            \"If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\\n\"\n            \"* The `create` command cannot be used if the specified `path` already exists as a file.\\n\"\n            \"* If a `command` generates a long output, it will be truncated and marked with `<response clipped>`.\\n\"\n            \"* The `undo_edit` command will revert the last edit made to the file at `path`.\\n\"\n            \"* Only `view` command is allowed when `working_dir` is `repo`.\"\n        )\n    )\n    async def str_replace_editor(\n        self,\n        working_dir: str,\n        command: str,\n        path: str | None = None,\n        file: str | None = None,\n        file_text: str | None = None,\n        view_range: list[int] | str | None = None,\n        old_str: str | None = None,\n        new_str: str | None = None,\n        insert_line: int | str | None = None,\n    ) -> str:\n        from codewiki.src.be.agent_tools.str_replace_editor import EditTool\n        from codewiki.src.be.utils import validate_mermaid_diagrams\n\n        # ``Literal`` annotations would be the cleanest way to constrain these,\n        # but ``from __future__ import annotations`` turns them into forward refs\n        # that FastMCP's pydantic schema rebuild cannot resolve.  Validate at\n        # call time instead so a bogus working_dir (empty string, ``\".\"``, etc.)\n        # cannot silently route writes to the repo root.\n        if working_dir not in _VALID_WORKING_DIRS:\n            return (\n                f\"Error: invalid `working_dir`={working_dir!r}. \"\n                f\"Allowed values: {list(_VALID_WORKING_DIRS)}.\"\n            )\n        if command not in _VALID_EDITOR_COMMANDS:\n            return (\n                f\"Error: invalid `command`={command!r}. \"\n                f\"Allowed values: {list(_VALID_EDITOR_COMMANDS)}.\"\n            )\n\n        if path is None and file is None:\n            return \"Error: Either `path` or `file` parameter must be provided.\"\n        if path is None:\n            path = file\n        if command != \"view\" and working_dir == \"repo\":\n            return \"The `view` command is the only allowed command when `working_dir` is `repo`.\"\n\n        # Reject absolute paths: ``Path(\"/abs/base\") / \"/abs/other\"`` resolves to\n        # ``/abs/other``, which would silently bypass ``working_dir`` and let the\n        # agent write outside the docs path.  Force the agent to pass a path\n        # relative to the chosen working_dir.\n        if os.path.isabs(path):\n            return (\n                f\"Error: `path` must be relative to `working_dir` ({working_dir!r}), \"\n                f\"got absolute path {path!r}. Pass a relative path like \"\n                f\"'module_name.md' (resolved under absolute_docs_path when \"\n                f\"working_dir='docs').\"\n            )\n\n        view_range = _coerce_json_arg(view_range)\n        insert_line = _coerce_json_arg(insert_line)\n\n        edit_tool = EditTool(self._deps.registry, self._deps.absolute_docs_path)\n\n        base_dir = (\n            self._deps.absolute_docs_path\n            if working_dir == \"docs\"\n            else self._deps.absolute_repo_path\n        )\n        absolute_path = str(Path(base_dir) / path)\n\n        # Defense in depth: even with a relative path, ``..`` segments could\n        # escape ``base_dir``.  Verify the resolved path stays inside.\n        try:\n            resolved = Path(absolute_path).resolve()\n            base_resolved = Path(base_dir).resolve()\n            resolved.relative_to(base_resolved)\n        except ValueError:\n            return (\n                f\"Error: resolved path {absolute_path!r} escapes \"\n                f\"working_dir={working_dir!r} root {base_dir!r}. \"\n                f\"Pass a path that stays inside the working directory.\"\n            )\n\n        edit_tool(\n            command=command,\n            path=absolute_path,\n            file_text=file_text,\n            view_range=view_range,\n            old_str=old_str,\n            new_str=new_str,\n            insert_line=insert_line,\n        )\n\n        result = \"\\n\".join(edit_tool.logs)\n\n        if command != \"view\" and path.endswith(\".md\"):\n            mermaid_validation = await validate_mermaid_diagrams(absolute_path, path)\n            result = result + \"\\n---------- Mermaid validation ----------\\n\" + mermaid_validation\n\n        return result\n\n    # ------------------------------------------------------------------\n    # Tool: generate_sub_module_documentation\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Delegate documentation generation of sub-modules to sub-agents. Each sub-module \"\n            \"is documented separately.\\n\"\n            \"sub_module_specs: a dictionary mapping sub-module names to their core component IDs. \"\n            \"Example: {'authentication': ['auth_handler.py::AuthHandler'], \"\n            \"'database': ['db_client.py::DBClient']}\"\n        )\n    )\n    async def generate_sub_module_documentation(\n        self, sub_module_specs: dict[str, list[str]], ctx: Context\n    ) -> str:\n        if not self._allow_subagent:\n            return (\n                \"generate_sub_module_documentation is NOT available for this module \"\n                \"(leaf module: single-file or below the token threshold, or max recursion \"\n                \"depth reached). DO NOT call this tool again for this module. \"\n                \"Instead, write the documentation directly with `str_replace_editor` \"\n                f\"(create command) as a single `{self._deps.current_module_name}.md` \"\n                \"file covering the provided core components inline (architecture, \"\n                \"components, diagrams, etc.) — no sub-module fan-out.\"\n            )\n\n        # Run the blocking recursion in a worker thread so the caw MCP server's\n        # event loop stays responsive while sub-agents run.  A heartbeat task\n        # emits MCP progress notifications so the CLI does not treat the long\n        # tool call as a stalled / cancelled invocation.\n        work = asyncio.create_task(\n            asyncio.to_thread(self._run_sub_modules, sub_module_specs)\n        )\n        heartbeat = asyncio.create_task(_heartbeat(ctx, work))\n        try:\n            return await work\n        finally:\n            heartbeat.cancel()\n            with contextlib.suppress(asyncio.CancelledError):\n                await heartbeat\n\n    # ------------------------------------------------------------------\n    # Internal: synchronous recursion driver\n    # ------------------------------------------------------------------\n\n    def _run_sub_modules(self, sub_module_specs: dict[str, list[str]]) -> str:\n        deps = self._deps\n        previous_module_name = deps.current_module_name\n\n        # Add sub-modules to the in-memory module tree.\n        value = deps.module_tree\n        for key in deps.path_to_current_module:\n            value = value[key][\"children\"]\n        for sub_name, core_ids in sub_module_specs.items():\n            value[sub_name] = {\"components\": core_ids, \"children\": {}}\n\n        try:\n            for sub_name, core_ids in sub_module_specs.items():\n                indent = \"  \" * deps.current_depth\n                arrow = \"└─\" if deps.current_depth > 0 else \"→\"\n                logger.info(\"%s%s Generating documentation for sub-module: %s\", indent, arrow, sub_name)\n\n                deps.current_module_name = sub_name\n                deps.path_to_current_module.append(sub_name)\n                deps.current_depth += 1\n                try:\n                    # Spawn a fresh caw session for the sub-module.  We already\n                    # run inside a worker thread (started by the parent tool\n                    # call), so call the sync entry point directly to avoid\n                    # double-wrapping.  ``start_depth`` carries the parent's\n                    # depth so the sub-agent's max_depth guard stays accurate.\n                    self._backend._run_module_agent_sync(\n                        module_name=sub_name,\n                        components=deps.components,\n                        core_component_ids=core_ids,\n                        module_path=list(deps.path_to_current_module),\n                        working_dir=deps.absolute_docs_path,\n                        start_depth=deps.current_depth,\n                        module_tree=deps.module_tree,\n                    )\n                finally:\n                    deps.path_to_current_module.pop()\n                    deps.current_depth -= 1\n        finally:\n            deps.current_module_name = previous_module_name\n\n        return (\n            \"Generate successfully. Documentations: \"\n            + \", \".join(key + \".md\" for key in sub_module_specs.keys())\n            + \" are saved in the working directory.\"\n        )",
     "start_line": 74,
@@ -3088,13 +3366,13 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/cluster_modules.py",
     "relative_path": "codewiki/src/be/cluster_modules.py",
     "depends_on": [
-      "codewiki/src/be/utils.py::count_tokens",
-      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
-      "codewiki/cli/utils/errors.py::info",
       "codewiki/src/be/llm_services.py::call_llm",
+      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+      "codewiki/src/be/cluster_modules.py::cluster_modules",
       "codewiki/cli/utils/errors.py::warning",
+      "codewiki/cli/utils/errors.py::info",
       "codewiki/src/be/prompt_template.py::format_cluster_prompt",
-      "codewiki/src/be/cluster_modules.py::cluster_modules"
+      "codewiki/src/be/utils.py::count_tokens"
     ],
     "source_code": "def cluster_modules(\n    leaf_nodes: List[str],\n    components: Dict[str, Node],\n    config: Config,\n    current_module_tree: dict[str, Any] = {},\n    current_module_name: str = None,\n    current_module_path: List[str] = [],\n    completer: Optional[Completer] = None,\n) -> Dict[str, Any]:\n    \"\"\"\n    Cluster the potential core components into modules.\n\n    Args:\n        completer: optional ``(prompt: str) -> str`` callable.  When provided,\n            clustering calls go through this completer instead of the legacy\n            ``call_llm``.  This is how the LLMBackend abstraction injects\n            subscription-mode (caw) routing.  If ``None``, falls back to\n            ``call_llm`` for backward compatibility with direct callers.\n    \"\"\"\n    potential_core_components, potential_core_components_with_code = (\n        format_potential_core_components(leaf_nodes, components)\n    )\n    input_tokens = count_tokens(potential_core_components_with_code)\n    threshold = config.max_token_per_module\n    module_label = current_module_name or \"repository\"\n\n    logger.info(\n        \"Module clustering input for %s: %d leaf nodes, %d tokens, threshold %d\",\n        module_label,\n        len(leaf_nodes),\n        input_tokens,\n        threshold,\n    )\n\n    if input_tokens <= threshold:\n        logger.info(\n            \"Skipping LLM module clustering for %s because %d tokens fit within the \"\n            \"%d-token threshold; using whole-module documentation mode.\",\n            module_label,\n            input_tokens,\n            threshold,\n        )\n        return {}\n\n    prompt = format_cluster_prompt(potential_core_components, current_module_tree, current_module_name)\n    logger.info(\n        \"Requesting LLM module clustering for %s because %d tokens exceed the %d-token threshold.\",\n        module_label,\n        input_tokens,\n        threshold,\n    )\n    if completer is not None:\n        response = completer(prompt)\n    else:\n        response = call_llm(prompt, config, model=config.cluster_model)\n\n    #parse the response\n    try:\n        if \"<GROUPED_COMPONENTS>\" not in response or \"</GROUPED_COMPONENTS>\" not in response:\n            logger.warning(\n                \"Invalid LLM clustering response for %s: missing <GROUPED_COMPONENTS> \"\n                \"tags; falling back to whole-module documentation. Response preview: %s...\",\n                module_label,\n                response[:200],\n            )\n            return {}\n        \n        response_content = response.split(\"<GROUPED_COMPONENTS>\")[1].split(\"</GROUPED_COMPONENTS>\")[0]\n        module_tree = eval(response_content)\n        \n        if not isinstance(module_tree, dict):\n            logger.error(f\"Invalid module tree format - expected dict, got {type(module_tree)}\")\n            return {}\n            \n    except Exception as e:\n        logger.warning(\n            \"Failed to parse LLM clustering response for %s; falling back to \"\n            \"whole-module documentation. Error: %s. Response preview: %s...\",\n            module_label,\n            e,\n            response[:200],\n        )\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        return {}\n\n    # check if the module tree is valid\n    if len(module_tree) <= 1:\n        logger.info(\n            \"Skipping LLM clustering result for %s because it produced only \"\n            \"%d module(s); using whole-module documentation mode.\",\n            module_label,\n            len(module_tree),\n        )\n        return {}\n\n    logger.info(\n        \"LLM module clustering for %s produced %d top-level modules.\",\n        module_label,\n        len(module_tree),\n    )\n\n    if current_module_tree == {}:\n        current_module_tree = module_tree\n    else:\n        value = current_module_tree\n        for key in current_module_path:\n            value = value[key][\"children\"]\n        for module_name, module_info in module_tree.items():\n            del module_info[\"path\"]\n            value[module_name] = module_info\n\n    for module_name, module_info in module_tree.items():\n        sub_leaf_nodes = module_info.get(\"components\", [])\n        \n        # Filter sub_leaf_nodes to ensure they exist in components\n        valid_sub_leaf_nodes = []\n        for node in sub_leaf_nodes:\n            if node in components:\n                valid_sub_leaf_nodes.append(node)\n            else:\n                logger.warning(f\"Skipping invalid sub leaf node '{node}' in module '{module_name}' - not found in components\")\n        \n        current_module_path.append(module_name)\n        module_info[\"children\"] = {}\n        module_info[\"children\"] = cluster_modules(\n            valid_sub_leaf_nodes,\n            components,\n            config,\n            current_module_tree,\n            module_name,\n            current_module_path,\n            completer=completer,\n        )\n        current_module_path.pop()\n\n    return module_tree",
     "start_line": 56,
@@ -3125,16 +3403,16 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
-      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
-      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
       "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
       "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
+      "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
       "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
-      "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path"
+      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
+      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer"
     ],
     "source_code": "class AnalysisService:\n    \"\"\"\n    Centralized analysis service supporting multiple programming languages.\n\n    This service orchestrates the complete analysis workflow:\n    1. Repository cloning and validation\n    2. File structure analysis with filtering\n    3. Multi-language AST parsing and call graph generation\n    4. Result consolidation and cleanup\n\n    \"\"\"\n\n    def __init__(self):\n        \"\"\"Initialize the analysis service with language-specific analyzers.\"\"\"\n        self.call_graph_analyzer = CallGraphAnalyzer()\n        self._temp_directories = []\n\n    def analyze_local_repository(\n        self,\n        repo_path: str,\n        max_files: int = 100,\n        languages: Optional[List[str]] = None\n    ) -> Dict[str, Any]:\n        \"\"\"\n        Analyze a local repository folder.\n        \n        Args:\n            repo_path: Path to local repository folder\n            max_files: Maximum number of files to analyze\n            languages: List of languages to include (e.g., ['python', 'javascript'])\n            \n        Returns:\n            Dict with analysis results including nodes and relationships\n        \"\"\"\n        try:\n            logger.debug(f\"Analyzing local repository at {repo_path}\")\n            \n            # Get repo analyzer to find files\n            repo_analyzer = RepoAnalyzer()\n            structure_result = repo_analyzer.analyze_repository_structure(repo_path)\n            \n            # Extract code files\n            code_files = self.call_graph_analyzer.extract_code_files(structure_result[\"file_tree\"])\n            \n            # Filter by languages if specified\n            if languages:\n                code_files = [f for f in code_files if f.get(\"language\") in languages]\n            \n            # Limit number of files\n            if len(code_files) > max_files:\n                code_files = code_files[:max_files]\n                logger.debug(f\"Limited analysis to {max_files} files\")\n            \n            logger.debug(f\"Analyzing {len(code_files)} files\")\n            \n            # Analyze files\n            result = self.call_graph_analyzer.analyze_code_files(code_files, repo_path)\n            \n            return {\n                \"nodes\": result.get(\"functions\", {}),\n                \"relationships\": result.get(\"relationships\", []),\n                \"summary\": {\n                    \"total_files\": len(code_files),\n                    \"total_nodes\": len(result.get(\"functions\", {})),\n                    \"total_relationships\": len(result.get(\"relationships\", []))\n                }\n            }\n            \n        except Exception as e:\n            logger.error(f\"Local repository analysis failed: {str(e)}\", exc_info=True)\n            raise RuntimeError(f\"Analysis failed: {str(e)}\")\n\n    def analyze_repository_full(\n        self,\n        github_url: str,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> AnalysisResult:\n        \"\"\"\n        Perform complete repository analysis including call graph generation.\n\n        Args:\n            github_url: GitHub repository URL to analyze\n            include_patterns: File patterns to include (e.g., ['*.py', '*.js'])\n            exclude_patterns: Additional patterns to exclude\n\n        Returns:\n            AnalysisResult: Complete analysis with functions, relationships, and visualization\n\n        Raises:\n            ValueError: If GitHub URL is invalid\n            RuntimeError: If analysis fails\n        \"\"\"\n        temp_dir = None\n        try:\n            logger.debug(f\"Starting full analysis of {github_url}\")\n\n            temp_dir = self._clone_repository(github_url)\n            repo_info = self._parse_repository_info(github_url)\n\n            logger.debug(\"Analyzing repository file structure...\")\n            structure_result = self._analyze_structure(temp_dir, include_patterns, exclude_patterns)\n            logger.debug(f\"Found {structure_result['summary']['total_files']} files to analyze.\")\n\n            logger.debug(\"Starting call graph analysis...\")\n            call_graph_result = self._analyze_call_graph(structure_result[\"file_tree\"], temp_dir)\n            logger.debug(\n                f\"Call graph analysis complete. Found {call_graph_result['call_graph']['total_functions']} functions.\"\n            )\n\n            readme_content = self._read_readme_file(temp_dir)\n\n            analysis_result = AnalysisResult(\n                repository=Repository(\n                    url=repo_info[\"url\"],\n                    name=repo_info[\"name\"],\n                    clone_path=temp_dir,\n                    analysis_id=f\"{repo_info['owner']}-{repo_info['name']}\",\n                ),\n                functions=call_graph_result[\"functions\"],\n                relationships=call_graph_result[\"relationships\"],\n                file_tree=structure_result[\"file_tree\"],\n                summary={\n                    **structure_result[\"summary\"],\n                    **call_graph_result[\"call_graph\"],\n                    \"analysis_type\": \"full\",\n                    \"languages_analyzed\": call_graph_result[\"call_graph\"][\"languages_found\"],\n                },\n                visualization=call_graph_result[\"visualization\"],\n                readme_content=readme_content,\n            )\n\n            logger.debug(f\"Cleaning up temporary repository directory: {temp_dir}\")\n            self._cleanup_repository(temp_dir)\n\n            logger.debug(\n                f\"Analysis completed: {analysis_result.summary['total_functions']} functions found\"\n            )\n            return analysis_result\n\n        except Exception as e:\n            logger.error(f\"Analysis failed: {str(e)}\", exc_info=True)\n            if \"temp_dir\" in locals() and Path(temp_dir).exists():\n                self._cleanup_repository(temp_dir)\n            raise RuntimeError(f\"Repository analysis failed: {str(e)}\")\n\n    def analyze_repository_structure_only(\n        self,\n        github_url: str,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> Dict[str, Any]:\n        \"\"\"\n        Perform lightweight structure-only analysis without call graph generation.\n\n        Args:\n            github_url: GitHub repository URL to analyze\n            include_patterns: File patterns to include\n            exclude_patterns: Additional patterns to exclude\n\n        Returns:\n            Dict: Repository structure with file tree and summary statistics\n        \"\"\"\n        temp_dir = None\n        try:\n            logger.debug(f\"Starting structure analysis of {github_url}\")\n\n            temp_dir = self._clone_repository(github_url)\n            repo_info = self._parse_repository_info(github_url)\n\n            structure_result = self._analyze_structure(temp_dir, include_patterns, exclude_patterns)\n\n            result = {\n                \"repository\": repo_info,\n                \"file_tree\": structure_result[\"file_tree\"],\n                \"file_summary\": {\n                    **structure_result[\"summary\"],\n                    \"analysis_type\": \"structure_only\",\n                },\n            }\n\n            self._cleanup_repository(temp_dir)\n\n            logger.debug(\n                f\"Structure analysis completed: {result['file_summary']['total_files']} files found\"\n            )\n            return result\n\n        except Exception as e:\n            if temp_dir:\n                self._cleanup_repository(temp_dir)\n            logger.error(f\"Structure analysis failed for {github_url}: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise RuntimeError(f\"Structure analysis failed: {str(e)}\") from e\n\n    def _clone_repository(self, github_url: str) -> str:\n        \"\"\"Clone repository and return temp dir path.\"\"\"\n        logger.debug(f\"Cloning {github_url}...\")\n        temp_dir = clone_repository(github_url)\n        logger.debug(f\"Repository cloned to {temp_dir}\")\n        self._temp_directories.append(temp_dir)\n        return temp_dir\n\n    def _parse_repository_info(self, github_url: str) -> Dict[str, str]:\n        \"\"\"Parse GitHub URL and extract repository metadata.\"\"\"\n        return parse_github_url(github_url)\n\n    def _analyze_structure(\n        self,\n        repo_dir: str,\n        include_patterns: Optional[List[str]],\n        exclude_patterns: Optional[List[str]],\n    ) -> Dict[str, Any]:\n        \"\"\"Analyze repository file structure with filtering.\"\"\"\n        logger.debug(\n            f\"Initializing RepoAnalyzer with include: {include_patterns}, exclude: {exclude_patterns}\"\n        )\n        repo_analyzer = RepoAnalyzer(include_patterns, exclude_patterns)\n        return repo_analyzer.analyze_repository_structure(repo_dir)\n\n    def _read_readme_file(self, repo_dir: str) -> Optional[str]:\n        \"\"\"Find and read the README file from the repository root.\"\"\"\n        # possible_readme_names = [\"README.md\", \"README\", \"readme.md\", \"README.txt\"]\n        # for name in possible_readme_names:\n        #     readme_path = Path(repo_dir) / name\n        #     if readme_path.exists():\n        #         try:\n        #             logger.debug(f\"Found README file at {readme_path}\")\n        #             return readme_path.read_text(encoding=\"utf-8\")\n        #         except Exception as e:\n        #             logger.warning(f\"Could not read README file at {readme_path}: {e}\")\n        #             return None\n        # logger.debug(\"No README file found in repository root.\")\n        # return None\n        base = Path(repo_dir)\n        possible_readme_names = [\"README.md\", \"README\", \"readme.md\", \"README.txt\"]\n        for name in possible_readme_names:\n            p = base / name\n            if p.exists():\n                try:\n                    assert_safe_path(base, p)\n                    logger.debug(f\"Found README file at {p}\")\n                    return safe_open_text(base, p, encoding=\"utf-8\")\n                except Exception as e:\n                    logger.warning(f\"Skipping unsafe/ unreadable README at {p}: {e}\")\n                    return None\n        logger.debug(\"No README file found in repository root.\")\n        return None\n\n    def _analyze_call_graph(self, file_tree: Dict[str, Any], repo_dir: str) -> Dict[str, Any]:\n        \"\"\"\n        Perform multi-language call graph analysis.\n\n        This method will be expanded to handle:\n        - Python AST analysis (current)\n        - JavaScript/TypeScript AST analysis (planned)\n        - Additional language support (future)\n        \"\"\"\n        logger.debug(\"Extracting code files from file tree...\")\n        code_files = self.call_graph_analyzer.extract_code_files(file_tree)\n\n        logger.debug(f\"Found {len(code_files)} total code files. Filtering for supported languages.\")\n        supported_files = self._filter_supported_languages(code_files)\n        logger.debug(f\"Analyzing {len(supported_files)} supported files.\")\n\n        result = self.call_graph_analyzer.analyze_code_files(supported_files, repo_dir)\n\n        result[\"call_graph\"][\"supported_languages\"] = self._get_supported_languages()\n        result[\"call_graph\"][\"unsupported_files\"] = len(code_files) - len(supported_files)\n\n        return result\n\n    def _filter_supported_languages(self, code_files: List[Dict]) -> List[Dict]:\n        \"\"\"\n        Filter code files to only include supported languages.\n\n        Supports Python, JavaScript, TypeScript, Java, C#, C, C++, PHP, Go, and Rust.\n        \"\"\"\n        supported_languages = {\n            \"python\",\n            \"javascript\",\n            \"typescript\",\n            \"java\",\n            \"csharp\",\n            \"c\",\n            \"cpp\",\n            \"php\",\n            \"go\",\n            \"rust\",\n            \"kotlin\",\n        }\n\n        return [\n            file_info\n            for file_info in code_files\n            if file_info.get(\"language\") in supported_languages\n        ]\n\n    def _get_supported_languages(self) -> List[str]:\n        \"\"\"Get list of currently supported languages for analysis.\"\"\"\n        return [\"python\", \"javascript\", \"typescript\", \"java\", \"csharp\", \"c\", \"cpp\", \"php\", \"kotlin\"]\n\n    def _cleanup_repository(self, temp_dir: str):\n        \"\"\"Clean up cloned repository.\"\"\"\n        logger.debug(f\"Attempting to clean up {temp_dir}\")\n        cleanup_repository(temp_dir)\n        if temp_dir in self._temp_directories:\n            self._temp_directories.remove(temp_dir)\n\n    def cleanup_all(self):\n        \"\"\"Clean up all tracked temporary directories.\"\"\"\n        for temp_dir in self._temp_directories[:]:\n            self._cleanup_repository(temp_dir)\n\n    def __del__(self):\n        \"\"\"Ensure cleanup on service destruction.\"\"\"\n        self.cleanup_all()",
     "start_line": 24,
@@ -3284,21 +3562,21 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
-      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
-      "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
-      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
-      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
       "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
+      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
       "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
-      "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
       "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
       "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
-      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name"
+      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+      "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
+      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file"
     ],
     "source_code": "class CallGraphAnalyzer:\n    def __init__(self):\n        \"\"\"Initialize the call graph analyzer.\"\"\"\n        self.functions: Dict[str, Node] = {}\n        self.call_relationships: List[CallRelationship] = []\n        logger.debug(\"CallGraphAnalyzer initialized.\")\n\n    def analyze_code_files(self, code_files: List[Dict], base_dir: str) -> Dict:\n        \"\"\"\n        Complete analysis: Analyze all files to build complete call graph with all nodes.\n\n        This approach:\n        1. Analyzes all code files \n        2. Extracts all functions and relationships\n        3. Builds complete call graph\n        4. Returns all nodes and relationships \n        \"\"\"\n        logger.debug(f\"Starting analysis of {len(code_files)} files\")\n        logger.info(f\"📊 Parsing {len(code_files)} source files (this may take a few minutes)...\")\n\n        self.functions = {}\n        self.call_relationships = []\n        code_files = self._route_contextual_headers(code_files, base_dir)\n\n        files_analyzed = 0\n        files_failed = 0\n        start_time = time.time()\n        \n        for idx, file_info in enumerate(code_files, 1):\n            file_path = file_info['path']\n            try:\n                # Log progress every file with elapsed time\n                if idx % max(1, len(code_files) // 10) == 0 or idx <= 5:\n                    elapsed = time.time() - start_time\n                    rate = idx / elapsed if elapsed > 0 else 0\n                    remaining = (len(code_files) - idx) / rate if rate > 0 else 0\n                    logger.info(f\"  [{idx}/{len(code_files)}] {file_path} ({elapsed:.1f}s elapsed, ~{remaining:.1f}s remaining)\")\n                \n                self._analyze_code_file(base_dir, file_info)\n                files_analyzed += 1\n            except Exception as e:\n                files_failed += 1\n                logger.warning(f\"  ⚠️  [{idx}/{len(code_files)}] Failed to analyze {file_path}: {str(e)[:100]}\")\n        \n        elapsed_time = time.time() - start_time\n        logger.info(\n            f\"✓ Analysis complete: {files_analyzed}/{len(code_files)} files analyzed, \"\n            f\"{files_failed} failed, {len(self.functions)} functions, {len(self.call_relationships)} relationships ({elapsed_time:.1f}s)\"\n        )\n\n        logger.debug(\"Resolving call relationships\")\n        self._resolve_call_relationships()\n        self._deduplicate_relationships()\n        viz_data = self._generate_visualization_data()\n\n        return {\n            \"call_graph\": {\n                \"total_functions\": len(self.functions),\n                \"total_calls\": len(self.call_relationships),\n                \"languages_found\": list(set(f.get(\"language\") for f in code_files)),\n                \"files_analyzed\": files_analyzed,\n                \"analysis_approach\": \"complete_unlimited\",\n            },\n            \"functions\": [func.model_dump() for func in self.functions.values()],\n            \"relationships\": [rel.model_dump() for rel in self.call_relationships],\n            \"visualization\": viz_data,\n        }\n\n    def extract_code_files(self, file_tree: Dict) -> List[Dict]:\n        \"\"\"\n        Extract code files from file tree structure.\n\n        Filters files based on supported extensions and excludes test/config files.\n\n        Args:\n            file_tree: Nested dictionary representing file structure\n\n        Returns:\n            List of code file information dictionaries\n        \"\"\"\n        code_files = []\n\n        def traverse(tree):\n            if tree[\"type\"] == \"file\":\n                ext = tree.get(\"extension\", \"\").lower()\n                if ext in CODE_EXTENSIONS:\n                    name = tree[\"name\"].lower()\n                    if not any(skip in name for skip in []):\n                        code_files.append(\n                            {\n                                \"path\": tree[\"path\"],\n                                \"name\": tree[\"name\"],\n                                \"extension\": ext,\n                                \"language\": CODE_EXTENSIONS[ext],\n                            }\n                        )\n            elif tree[\"type\"] == \"directory\" and tree.get(\"children\"):\n                for child in tree[\"children\"]:\n                    traverse(child)\n\n        traverse(file_tree)\n        return code_files\n\n    def _route_contextual_headers(self, code_files: List[Dict], base_dir: str) -> List[Dict]:\n        \"\"\"Route ambiguous .h headers per file.\n\n        A header is parsed as C++ when its own content shows C++ signals, or\n        when the repository is C++-only (so even a signal-free header cannot be\n        C). In a mixed C/C++ repository, a plain C header stays routed as C.\n        \"\"\"\n        cpp_extensions = {\".cpp\", \".cc\", \".cxx\", \".c++\", \".hpp\", \".hxx\", \".h++\"}\n        has_cpp_files = any(\n            file_info.get(\"extension\", \"\").lower() in cpp_extensions\n            or file_info.get(\"language\") == \"cpp\"\n            for file_info in code_files\n        )\n        has_c_files = any(\n            file_info.get(\"extension\", \"\").lower() == \".c\" for file_info in code_files\n        )\n\n        routed_files = []\n        for file_info in code_files:\n            routed = dict(file_info)\n            if routed.get(\"extension\", \"\").lower() == \".h\":\n                if self._header_has_cpp_signal(base_dir, routed[\"path\"]):\n                    routed[\"language\"] = \"cpp\"\n                elif has_cpp_files and not has_c_files:\n                    routed[\"language\"] = \"cpp\"\n            routed_files.append(routed)\n        return routed_files\n\n    def _header_has_cpp_signal(self, base_dir: str, relative_path: str) -> bool:\n        base = Path(base_dir)\n        try:\n            content = safe_open_text(base, base / relative_path)\n        except Exception:\n            return False\n\n        if re.search(\n            r\"\\b(?:namespace\\s+[A-Za-z_{:]|class\\s+[A-Za-z_]|template\\s*<\"\n            r\"|typename\\b|(?:public|private|protected)\\s*:)\",\n            content,\n        ):\n            return True\n        if \"::\" in content:\n            return True\n        for header in CPP_STANDARD_HEADERS:\n            if f\"#include <{header}>\" in content:\n                return True\n        return False\n\n    def _analyze_code_file(self, repo_dir: str, file_info: Dict):\n        \"\"\"\n        Analyze a single code file based on its language.\n\n        Routes to appropriate language-specific analyzer.\n\n        Args:\n            repo_dir: Repository directory path\n            file_info: File information dictionary\n        \"\"\"\n\n        base = Path(repo_dir)\n        file_path = base / file_info[\"path\"]\n\n        try:\n            # Add timeout protection (30 seconds per file max)\n            with timeout(30):\n                content = safe_open_text(base, file_path)\n                language = file_info[\"language\"]\n                if language == \"python\":\n                    self._analyze_python_file(file_path, content, repo_dir)\n                elif language == \"javascript\":\n                    self._analyze_javascript_file(file_path, content, repo_dir)\n                elif language == \"typescript\":\n                    self._analyze_typescript_file(file_path, content, repo_dir)\n                elif language == \"java\":\n                    self._analyze_java_file(file_path, content, repo_dir)\n                elif language == \"kotlin\":\n                    self._analyze_kotlin_file(file_path, content, repo_dir)\n                elif language == \"csharp\":\n                    self._analyze_csharp_file(file_path, content, repo_dir)\n                elif language == \"c\":\n                    self._analyze_c_file(file_path, content, repo_dir)\n                elif language == \"cpp\":\n                    self._analyze_cpp_file(file_path, content, repo_dir)\n                elif language == \"php\":\n                    self._analyze_php_file(file_path, content, repo_dir)\n                # else:\n                #     logger.warning(\n                #         f\"Unsupported language for call graph analysis: {language} for file {file_path}\"\n                #     )\n\n        except TimeoutError as e:\n            logger.warning(f\"⏱️  Timeout analyzing {file_path}: {str(e)}\")\n        except Exception as e:\n            logger.debug(f\"Error analyzing {file_path}: {str(e)}\")\n            logger.debug(f\"Traceback: {traceback.format_exc()}\")\n\n    def _analyze_python_file(self, file_path: str, content: str, base_dir: str):\n        \"\"\"\n        Analyze Python file using Python AST analyzer.\n\n        Args:\n            file_path: Relative path to the Python file\n            content: File content string\n            base_dir: Repository base directory path\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.python import analyze_python_file\n\n        try:\n            functions, relationships = analyze_python_file(\n                file_path, content, repo_path=base_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Python file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_javascript_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze JavaScript file using tree-sitter based AST analyzer\n\n        Args:\n            file_path: Relative path to the JavaScript file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        try:\n\n            from codewiki.src.be.dependency_analyzer.analyzers.javascript import analyze_javascript_file_treesitter\n\n            functions, relationships = analyze_javascript_file_treesitter(\n                file_path, content, repo_path=repo_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n\n        except Exception as e:\n            logger.error(f\"Failed to analyze JavaScript file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_typescript_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze TypeScript file using tree-sitter based AST analyzer \n\n        Args:\n            file_path: Relative path to the TypeScript file\n            content: File content string\n        \"\"\"\n        try:\n\n            from codewiki.src.be.dependency_analyzer.analyzers.typescript import analyze_typescript_file_treesitter\n\n            functions, relationships = analyze_typescript_file_treesitter(\n                file_path, content, repo_path=repo_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n\n        except Exception as e:\n            logger.error(f\"Failed to analyze TypeScript file {file_path}: {e}\", exc_info=True)\n\n\n\n    def _analyze_c_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.c import analyze_c_file\n\n        functions, relationships = analyze_c_file(file_path, content, repo_path=repo_dir)\n\n        for func in functions:\n            func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n            self.functions[func_id] = func\n\n        self.call_relationships.extend(relationships)\n\n    def _analyze_cpp_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C++ file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C++ file\n            content: File content string\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.cpp import analyze_cpp_file\n\n        functions, relationships = analyze_cpp_file(\n            file_path, content, repo_path=repo_dir\n        )\n\n        for func in functions:\n            func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n            self.functions[func_id] = func\n\n        self.call_relationships.extend(relationships)\n\n    def _analyze_java_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze Java file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the Java file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.java import analyze_java_file\n\n        try:\n            functions, relationships = analyze_java_file(file_path, content, repo_path=repo_dir)\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Java file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_kotlin_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze Kotlin file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the Kotlin file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.kotlin import analyze_kotlin_file\n\n        try:\n            functions, relationships = analyze_kotlin_file(file_path, content, repo_path=repo_dir)\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Kotlin file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_csharp_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C# file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C# file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.csharp import analyze_csharp_file\n\n        try:\n            functions, relationships = analyze_csharp_file(file_path, content, repo_path=repo_dir)\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze C# file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_php_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze PHP file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the PHP file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.php import analyze_php_file\n\n        try:\n            functions, relationships = analyze_php_file(file_path, content, repo_path=repo_dir)\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze PHP file {file_path}: {e}\", exc_info=True)\n\n    def _resolve_call_relationships(self):\n        \"\"\"\n        Resolve function call relationships across all languages.\n\n        Attempts to match function calls to actual function definitions,\n        handling cross-language calls where possible.\n        \"\"\"\n        indexes = self._build_resolution_indexes()\n        for func_id, func_info in self.functions.items():\n            if not func_info.language:\n                file_ext = Path(func_info.file_path).suffix.lower()\n                func_info.language = CODE_EXTENSIONS.get(file_ext)\n\n        resolved_count = 0\n        for relationship in self.call_relationships:\n            if relationship.is_resolved and relationship.callee in self.functions:\n                continue\n\n            resolved_id = self._resolve_callee(relationship, indexes)\n            if resolved_id:\n                relationship.callee = resolved_id\n                relationship.is_resolved = True\n                resolved_count += 1\n\n        java_packages = self._java_project_packages()\n        self.call_relationships = [\n            relationship\n            for relationship in self.call_relationships\n            if relationship.is_resolved\n            or not self._is_external_callee(\n                self._caller_language(relationship.caller),\n                relationship.callee,\n                java_packages,\n            )\n        ]\n\n    def _java_project_packages(self) -> set:\n        packages = set()\n        for func_info in self.functions.values():\n            if func_info.language == \"java\":\n                package = self._java_package_for_node(func_info)\n                if package:\n                    packages.add(package)\n        return packages\n\n    def _is_external_callee(self, language: Optional[str], callee: str, java_packages: set) -> bool:\n        \"\"\"Classify a still-unresolved callee as external, after project\n        resolution has had its chance.\n\n        Rules are generic, not name lists: prefix/standard-library knowledge in\n        is_external_symbol, the C/C++ ALL_CAPS macro convention (macros are\n        never components, so such calls can never resolve), and Java package\n        origin — a dotted name qualified to a package with no prefix relation\n        to any project package came from a third-party import.\n        \"\"\"\n        if is_external_symbol(language, callee):\n            return True\n        if language in (\"c\", \"cpp\") and is_macro_name(callee):\n            return True\n        if language == \"java\" and \".\" in callee and java_packages:\n            package = callee.rsplit(\".\", 1)[0]\n            if not any(\n                package == project\n                or package.startswith(project + \".\")\n                or project.startswith(package + \".\")\n                for project in java_packages\n            ):\n                return True\n        return False\n\n    def _build_resolution_indexes(self) -> Dict[str, Dict[str, List[str]]]:\n        exact: Dict[str, List[str]] = defaultdict(list)\n        simple: Dict[str, List[str]] = defaultdict(list)\n\n        def add(index: Dict[str, List[str]], key: Optional[str], func_id: str) -> None:\n            if key and func_id not in index[key]:\n                index[key].append(func_id)\n\n        for func_id, func_info in self.functions.items():\n            add(exact, func_id, func_id)\n            add(exact, func_info.component_id, func_id)\n            add(exact, func_info.qualified_name, func_id)\n            add(exact, func_info.name, func_id)\n\n            names = {func_info.name}\n            if func_info.component_id:\n                names.add(func_info.component_id.split(\"::\")[-1])\n            if func_info.qualified_name:\n                names.add(func_info.qualified_name.split(\".\")[-1])\n                parts = func_info.qualified_name.split(\".\")\n                if len(parts) >= 2:\n                    names.add(\".\".join(parts[-2:]))\n\n            for name in names:\n                add(simple, name, func_id)\n                if name and \".\" in name:\n                    add(simple, name.split(\".\")[-1], func_id)\n\n        return {\"exact\": exact, \"simple\": simple}\n\n    def _resolve_callee(self, relationship: CallRelationship, indexes: Dict[str, Dict[str, List[str]]]) -> Optional[str]:\n        callee_name = relationship.callee\n\n        exact_match = self._unique_match(indexes[\"exact\"], callee_name)\n        if exact_match:\n            return exact_match\n\n        if \"::\" in callee_name:\n            suffix = callee_name.split(\"::\")[-1]\n            exact_match = self._unique_match(indexes[\"exact\"], suffix)\n            if exact_match:\n                return exact_match\n            simple_match = self._unique_match(indexes[\"simple\"], suffix)\n            if simple_match:\n                return simple_match\n\n        if \".\" in callee_name:\n            exact_match = self._unique_match(indexes[\"exact\"], callee_name)\n            if exact_match:\n                return exact_match\n            simple_match = self._unique_match(indexes[\"simple\"], callee_name)\n            if simple_match:\n                return simple_match\n            tail_match = self._unique_match(indexes[\"simple\"], callee_name.split(\".\")[-1])\n            if tail_match:\n                return tail_match\n\n        caller = self.functions.get(relationship.caller)\n        if caller and caller.language == \"java\" and \".\" not in callee_name:\n            package = self._java_package_for_node(caller)\n            if package:\n                same_package_match = self._unique_match(indexes[\"exact\"], f\"{package}.{callee_name}\")\n                if same_package_match:\n                    return same_package_match\n\n        return self._unique_match(indexes[\"simple\"], callee_name)\n\n    def _unique_match(self, index: Dict[str, List[str]], key: str) -> Optional[str]:\n        matches = index.get(key, [])\n        return matches[0] if len(matches) == 1 else None\n\n    def _java_package_for_node(self, node: Node) -> str:\n        qualified_name = node.qualified_name or \"\"\n        parts = qualified_name.split(\".\")\n        if len(parts) < 2:\n            return \"\"\n        if node.component_type == \"method\" and len(parts) >= 3:\n            return \".\".join(parts[:-2])\n        return \".\".join(parts[:-1])\n\n    def _caller_language(self, caller_id: str) -> Optional[str]:\n        caller = self.functions.get(caller_id)\n        if caller and caller.language:\n            return caller.language\n        if caller:\n            return CODE_EXTENSIONS.get(Path(caller.file_path).suffix.lower())\n        return None\n\n    def _deduplicate_relationships(self):\n        \"\"\"\n        Deduplicate call relationships based on caller-callee pairs.\n\n        Removes duplicate relationships while preserving the first occurrence.\n        This helps eliminate noise from multiple calls to the same function.\n        \"\"\"\n        seen = set()\n        unique_relationships = []\n\n        for rel in self.call_relationships:\n            key = (rel.caller, rel.callee)\n            if key not in seen:\n                seen.add(key)\n                unique_relationships.append(rel)\n\n        self.call_relationships = unique_relationships\n\n    def _generate_visualization_data(self) -> Dict:\n        \"\"\"\n        Generate visualization data for graph rendering.\n\n        Creates Cytoscape.js compatible graph data with nodes and edges.\n\n        Returns:\n            Dict: Visualization data with cytoscape elements and summary\n        \"\"\"\n        cytoscape_elements = []\n\n        for func_id, func_info in self.functions.items():\n            node_classes = []\n            if func_info.node_type == \"method\":\n                node_classes.append(\"node-method\")\n            else:\n                node_classes.append(\"node-function\")\n\n            file_ext = Path(func_info.file_path).suffix.lower()\n            language = func_info.language or CODE_EXTENSIONS.get(file_ext, \"unknown\")\n            if file_ext == \".py\":\n                node_classes.append(\"lang-python\")\n            elif file_ext == \".js\":\n                node_classes.append(\"lang-javascript\")\n            elif file_ext == \".ts\":\n                node_classes.append(\"lang-typescript\")\n            elif language == \"c\":\n                node_classes.append(\"lang-c\")\n            elif language == \"cpp\" or file_ext in [\".cpp\", \".cc\", \".cxx\", \".c++\", \".hpp\", \".hxx\", \".h++\"]:\n                node_classes.append(\"lang-cpp\")\n            elif file_ext in [\".kt\", \".kts\"]:\n                node_classes.append(\"lang-kotlin\")\n            elif file_ext in [\".php\", \".phtml\", \".inc\"]:\n                node_classes.append(\"lang-php\")\n\n            cytoscape_elements.append(\n                {\n                    \"data\": {\n                        \"id\": func_id,\n                        \"label\": func_info.name,\n                        \"file\": func_info.file_path,\n                        \"type\": func_info.node_type or \"function\",\n                        \"language\": language,\n                    },\n                    \"classes\": \" \".join(node_classes),\n                }\n            )\n\n        resolved_rels = [r for r in self.call_relationships if r.is_resolved]\n        for rel in resolved_rels:\n            cytoscape_elements.append(\n                {\n                    \"data\": {\n                        \"id\": f\"{rel.caller}->{rel.callee}\",\n                        \"source\": rel.caller,\n                        \"target\": rel.callee,\n                        \"line\": rel.call_line,\n                    },\n                    \"classes\": \"edge-call\",\n                }\n            )\n\n        summary = {\n            \"total_nodes\": len(self.functions),\n            \"total_edges\": len(resolved_rels),\n            \"unresolved_calls\": len(self.call_relationships) - len(resolved_rels),\n        }\n\n        return {\n            \"cytoscape\": {\"elements\": cytoscape_elements},\n            \"summary\": summary,\n        }\n\n    def generate_llm_format(self) -> Dict:\n        \"\"\"Generate clean format optimized for LLM consumption.\"\"\"\n        return {\n            \"functions\": [\n                {\n                    \"name\": func.name,\n                    \"file\": Path(func.file_path).name,\n                    \"purpose\": (func.docstring.split(\"\\n\")[0] if func.docstring else None),\n                    \"parameters\": func.parameters,\n                    \"is_recursive\": func.name\n                    in [\n                        rel.callee\n                        for rel in self.call_relationships\n                        if rel.caller.endswith(func.name)\n                    ],\n                }\n                for func in self.functions.values()\n            ],\n            \"relationships\": {\n                func.name: {\n                    \"calls\": [\n                        rel.callee.split(\":\")[-1]\n                        for rel in self.call_relationships\n                        if rel.caller.endswith(func.name) and rel.is_resolved\n                    ],\n                    \"called_by\": [\n                        rel.caller.split(\":\")[-1]\n                        for rel in self.call_relationships\n                        if rel.callee.endswith(func.name) and rel.is_resolved\n                    ],\n                }\n                for func in self.functions.values()\n            },\n        }\n\n    def _select_most_connected_nodes(self, target_count: int):\n        \"\"\"\n        Select the most connected nodes from the call graph.\n\n        Args:\n            target_count: The number of nodes to select\n        \"\"\"\n        if len(self.functions) <= target_count:\n            return\n\n        if not self.call_relationships:\n            logger.warning(\"No call relationships found - keeping all functions by name\")\n            func_ids = list(self.functions.keys())[:target_count]\n            self.functions = {fid: func for fid, func in self.functions.items() if fid in func_ids}\n            return\n\n        graph = {}\n        for rel in self.call_relationships:\n            if rel.caller in self.functions:\n                if rel.caller not in graph:\n                    graph[rel.caller] = set()\n            if rel.callee in self.functions:\n                if rel.callee not in graph:\n                    graph[rel.callee] = set()\n\n            if rel.caller in graph and rel.callee in graph:\n                graph[rel.caller].add(rel.callee)\n                graph[rel.callee].add(rel.caller)\n\n        degree_centrality = {}\n        for func_id in self.functions.keys():\n            degree_centrality[func_id] = len(graph.get(func_id, set()))\n\n        sorted_func_ids = sorted(degree_centrality, key=degree_centrality.get, reverse=True)\n\n        selected_func_ids = sorted_func_ids[:target_count]\n\n        original_func_count = len(self.functions)\n        self.functions = {\n            fid: func for fid, func in self.functions.items() if fid in selected_func_ids\n        }\n\n        original_rel_count = len(self.call_relationships)\n        self.call_relationships = [\n            rel\n            for rel in self.call_relationships\n            if rel.caller in selected_func_ids and rel.callee in selected_func_ids\n        ]",
     "start_line": 57,
@@ -3344,8 +3622,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe"
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
+      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url"
     ],
     "source_code": "def clone_repository(github_url: str) -> str:\n    \"\"\"\n    Clone a GitHub repository to a temporary directory.\n\n    Args:\n        github_url: GitHub repository URL (will be sanitized automatically)\n\n    Returns:\n        str: Path to the cloned repository directory\n\n    Raises:\n        RuntimeError: If cloning fails or git executable is not found.\n    \"\"\"\n    if not GIT_EXECUTABLE_PATH:\n        raise RuntimeError(\n            \"Git executable not found. Please install Git and ensure it is in the system's PATH.\"\n        )\n\n    sanitized_url = sanitize_github_url(github_url)\n\n    temp_dir = tempfile.mkdtemp(prefix=\"gitprobe_\")\n\n    try:\n        if os.name == \"nt\":\n            try:\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"config\",\n                        \"--global\",\n                        \"core.longpaths\",\n                        \"true\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n            except:\n                pass\n\n        subprocess.run(\n            [\n                GIT_EXECUTABLE_PATH,\n                \"clone\",\n                \"--depth\",\n                \"1\",\n                \"--filter=blob:none\",\n                sanitized_url,\n                temp_dir,\n            ],\n            check=True,\n            capture_output=True,\n            text=True,\n            timeout=300,\n        )\n\n        if os.name == \"nt\":\n            try:\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"-C\",\n                        temp_dir,\n                        \"config\",\n                        \"core.sparseCheckout\",\n                        \"true\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n\n                sparse_checkout_path = os.path.join(temp_dir, \".git\", \"info\", \"sparse-checkout\")\n                os.makedirs(os.path.dirname(sparse_checkout_path), exist_ok=True)\n                with open(sparse_checkout_path, \"w\") as f:\n                    f.write(\"*\\n\")\n                    f.write(\"!**/tests/**/CvnF9nAXfESwhrtdkjGhX2wAkKHzwr8N2rjExPK8eZYS/**\\n\")\n                    f.write(\n                        \"!**/0x0000000000000000000000000000000000000000000000000000000000000002/**\\n\"\n                    )\n\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"-C\",\n                        temp_dir,\n                        \"read-tree\",\n                        \"-m\",\n                        \"-u\",\n                        \"HEAD\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n            except:\n                pass\n        return temp_dir\n    except subprocess.TimeoutExpired:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(\n            f\"Repository cloning timed out after 5 minutes. The repository may be too large or network is slow.\"\n        )\n    except subprocess.CalledProcessError as e:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(f\"Failed to clone repository: {e.stderr}\")\n    except FileNotFoundError:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(\n            f\"Git executable not found at '{GIT_EXECUTABLE_PATH}'. \"\n            \"Please ensure Git is installed and the path is correct.\"\n        )",
     "start_line": 60,
@@ -3487,8 +3765,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/c.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/c.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
     ],
     "source_code": "class TreeSitterCAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.c', '.h']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str) -> str:\n\t\trel_path = self._get_relative_path()\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_c.language()\n\t\tc_language = Language(language_capsule)\n\t\tparser = Parser(c_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\t# collect all top-level nodes using recursive traversal\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\t# extract relationships between top-level nodes\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\t\"\"\"Recursively extract top-level nodes (functions, structs, and global variables).\"\"\"\n\t\tnode_type = None\n\t\tnode_name = None\n\t\t\n\t\tif node.type == \"function_definition\":\n\t\t\tnode_type = \"function\"\n\t\t\t# look for function_declarator\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tif declarator:\n\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\tif identifier:\n\t\t\t\t\tnode_name = identifier.text.decode()\n\t\telif node.type == \"struct_specifier\":\n\t\t\t# Extract struct definitions: struct Name { ... }\n\t\t\tnode_type = \"struct\"\n\t\t\t# Find type_identifier that represents the struct name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"type_definition\":\n\t\t\t# Handle typedef struct definitions: typedef struct { ... } Name;\n\t\t\t# Check if this typedef contains a struct\n\t\t\tstruct_spec = next((c for c in node.children if c.type == \"struct_specifier\"), None)\n\t\t\tif struct_spec:\n\t\t\t\tnode_type = \"struct\"\n\t\t\t\t# The typedef name is the type_identifier at the end\n\t\t\t\ttype_declarator = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\t\tif type_declarator:\n\t\t\t\t\tnode_name = type_declarator.text.decode()\n\t\telif node.type == \"declaration\":\n\t\t\tif self._is_global_variable(node):\n\t\t\t\tnode_type = \"variable\"\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"init_declarator\":\n\t\t\t\t\t\tidentifier = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\t\tpointer_declarator = next((c for c in child.children if c.type == \"pointer_declarator\"), None)\n\t\t\t\t\t\tif pointer_declarator:\n\t\t\t\t\t\t\tidentifier = next((c for c in pointer_declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"c\",\n\t\t\t\tqualified_name=node_name\n\t\t\t)\n\n\t\t\tif node_type in [\"function\", \"struct\"]:\n\t\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _is_global_variable(self, node) -> bool:\n\t\tparent = node.parent\n\t\twhile parent:\n\t\t\tif parent.type == \"function_definition\":\n\t\t\t\treturn False\n\t\t\tparent = parent.parent\n\t\treturn True\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\t\"\"\"Extract various types of relationships between top-level nodes.\"\"\"\n\t\t\n\t\t# 1. function calls other functions\n\t\tif node.type == \"call_expression\":\n\t\t\tcontaining_function = self._find_containing_function(node, top_level_nodes)\n\t\t\tif containing_function:\n\t\t\t\tcontaining_function_id = self._get_component_id(containing_function)\n\t\t\t\t\n\t\t\t\t# Get called function name. External/libc filtering happens in\n\t\t\t\t# CallGraphAnalyzer after cross-file resolution, so a project\n\t\t\t\t# function that shadows a libc name still gets its edges.\n\t\t\t\tfunction_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\t\tif function_node:\n\t\t\t\t\tcalled_function = function_node.text.decode()\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\tcallee=called_function,  # Use simple name for cross-file resolution\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False  # Let CallGraphAnalyzer resolve\n\t\t\t\t\t))\n\t\t\n\t\t# 2. function uses global variables\n\t\tif node.type == \"identifier\":\n\t\t\tcontaining_function = self._find_containing_function(node, top_level_nodes)\n\t\t\tif containing_function:\n\t\t\t\tvar_name = node.text.decode()\n\t\t\t\t# Check if this identifier refers to a global variable\n\t\t\t\tif var_name in top_level_nodes and top_level_nodes[var_name].component_type == \"variable\":\n\t\t\t\t\tcontaining_function_id = self._get_component_id(containing_function)\n\t\t\t\t\tvar_component_id = self._get_component_id(var_name)\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\tcallee=var_component_id,\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=True  # Local file relationship\n\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _find_containing_function(self, node, top_level_nodes):\n\t\t\"\"\"Find the function that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\t# Get function name\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\tif identifier:\n\t\t\t\t\t\tfunc_name = identifier.text.decode()\n\t\t\t\t\t\tif func_name in top_level_nodes:\n\t\t\t\t\t\t\treturn func_name\n\t\t\tcurrent = current.parent\n\t\treturn None",
     "start_line": 13,
@@ -3538,10 +3816,10 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
       "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
       "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name"
     ],
     "source_code": "class TreeSitterCppAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\n\t\tfor ext in ['.cpp', '.cc', '.cxx', '.c++', '.hpp', '.hxx', '.h++', '.h']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str, parent_class: str = None) -> str:\n\t\trel_path = self._get_relative_path()\n\t\tif parent_class:\n\t\t\treturn f\"{rel_path}::{parent_class}.{name}\"\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_cpp.language()\n\t\tcpp_language = Language(language_capsule)\n\t\tparser = Parser(cpp_language)\n\t\troot = self._parse_with_macro_recovery(parser)\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\t# collect all top-level nodes using recursive traversal\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\t# extract relationships between top-level nodes\n\t\tself._extract_relationships(root, top_level_nodes)\n\n\tdef _parse_with_macro_recovery(self, parser):\n\t\t\"\"\"Parse the original source; if it has syntax errors, retry with macro\n\t\tnormalization and keep whichever parse has fewer errors.\n\n\t\tNormalization strips ALL_CAPS tokens by naming convention, which is\n\t\twrong for code whose *types* are ALL_CAPS (e.g. Win32 `HANDLE`/`DWORD`).\n\t\tComparing error counts makes the heuristic self-correcting: clean files\n\t\tare never touched, and normalization is only kept when it demonstrably\n\t\trecovers structure.\n\t\t\"\"\"\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\tif not tree.root_node.has_error:\n\t\t\treturn tree.root_node\n\n\t\tnormalized = self._normalize_for_parser(self.content)\n\t\tif normalized == self.content:\n\t\t\treturn tree.root_node\n\n\t\tnormalized_tree = parser.parse(bytes(normalized, \"utf8\"))\n\t\tif self._count_parse_errors(normalized_tree.root_node) < self._count_parse_errors(tree.root_node):\n\t\t\treturn normalized_tree.root_node\n\t\treturn tree.root_node\n\n\tdef _count_parse_errors(self, root) -> int:\n\t\terrors = 0\n\t\tstack = [root]\n\t\twhile stack:\n\t\t\tnode = stack.pop()\n\t\t\tif node.is_error or node.is_missing:\n\t\t\t\terrors += 1\n\t\t\tstack.extend(node.children)\n\t\treturn errors\n\n\tdef _normalize_for_parser(self, content: str) -> str:\n\t\t\"\"\"Strip ALL_CAPS attribute/specifier macros that sit in front of a\n\t\tdeclaration so tree-sitter can recover the underlying signature. This is\n\t\tname-agnostic: it keys off the conventional ALL_CAPS macro spelling, not\n\t\tany specific library's prefix, and only fires in specifier position so\n\t\tidentifiers used in expressions are preserved. Line count is unchanged so\n\t\treported line numbers stay accurate.\n\t\t\"\"\"\n\t\tnormalized_lines = []\n\t\tfor line in content.splitlines():\n\t\t\tupdated = line\n\t\t\tstandalone = _STANDALONE_MACRO_RE.match(updated)\n\t\t\tif standalone and is_macro_name(standalone.group(1)):\n\t\t\t\tnormalized_lines.append(\"\")\n\t\t\t\tcontinue\n\t\t\tfor pattern in (_SPECIFIER_MACRO_CALL_RE, _SPECIFIER_MACRO_RE):\n\t\t\t\tprevious = None\n\t\t\t\twhile previous != updated:\n\t\t\t\t\tprevious = updated\n\t\t\t\t\tupdated = pattern.sub(\n\t\t\t\t\t\tlambda m: (m.group(1) + m.group(3)) if is_macro_name(m.group(2)) else m.group(0),\n\t\t\t\t\t\tupdated,\n\t\t\t\t\t)\n\t\t\tupdated = _KEYWORD_MACRO_RE.sub(\n\t\t\t\tlambda m: (m.group(1) + m.group(2)) if is_macro_name(m.group(3)) else m.group(0),\n\t\t\t\tupdated,\n\t\t\t)\n\t\t\tnormalized_lines.append(updated)\n\t\treturn \"\\n\".join(normalized_lines)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\t\"\"\"Recursively extract top-level nodes (classes, functions, global variables).\"\"\"\n\t\tnode_type = None\n\t\tnode_name = None\n\t\tcontaining_class = None\n\t\t\n\t\tif node.type == \"class_specifier\":\n\t\t\t# \"class\" + type_identifier + { ... }\n\t\t\tnode_type = \"class\"\n\t\t\t# Find type_identifier that represents the class name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"struct_specifier\":\n\t\t\t# \"struct\" + type_identifier + { ... }\n\t\t\tnode_type = \"struct\"\n\t\t\t# Find type_identifier that represents the struct name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"function_definition\":\n\t\t\t# Check if this is inside a class or function\n\t\t\tcontaining_class = self._find_containing_class_for_method(node)\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tqualified_parts = self._get_qualified_declarator_parts(declarator) if declarator else []\n\t\t\tif not containing_class and len(qualified_parts) > 1:\n\t\t\t\tcontaining_class = qualified_parts[-2]\n\t\t\tif containing_class:\n\t\t\t\tnode_type = \"method\"\n\t\t\telse:\n\t\t\t\tnode_type = \"function\"\n\t\t\t\n\t\t\tif declarator:\n\t\t\t\tfor child in declarator.children:\n\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"field_identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"qualified_identifier\":\n\t\t\t\t\t\tidentifiers = [c for c in child.children if c.type == \"identifier\"]\n\t\t\t\t\t\tif identifiers:\n\t\t\t\t\t\t\tnode_name = identifiers[-1].text.decode()\n\t\t\t\t\t\t\tbreak\n\t\telif node.type == \"declaration\":\n\t\t\tcontaining_class = self._find_containing_class_for_method(node)\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tif containing_class and declarator:\n\t\t\t\tnode_type = \"method\"\n\t\t\t\tnode_name = self._get_declarator_name(declarator)\n\t\t\telif self._is_global_variable(node):\n\t\t\t\tnode_type = \"variable\"\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"init_declarator\":\n\t\t\t\t\t\tidentifier = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\telif node.type == \"alias_declaration\":\n\t\t\t# using name = type; — aliases are real API surface (e.g. a\n\t\t\t# library's public alias for an internal template), so they are\n\t\t\t# extracted as components and can resolve call/type references.\n\t\t\tnode_type = \"type_alias\"\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"type_definition\":\n\t\t\t# typedef ... name; — the alias name is the trailing type_identifier\n\t\t\tnode_type = \"type_alias\"\n\t\t\tidentifiers = [c for c in node.children if c.type == \"type_identifier\"]\n\t\t\tif identifiers:\n\t\t\t\tnode_name = identifiers[-1].text.decode()\n\t\telif node.type == \"namespace_definition\":\n\t\t\tnode_type = \"namespace\"\n\t\t\tfound_namespace_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"namespace\":\n\t\t\t\t\tfound_namespace_keyword = True\n\t\t\t\telif found_namespace_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tif node_type == \"method\":\n\t\t\t\tcomponent_id = self._get_component_id(node_name, containing_class)\n\t\t\t\ttop_level_key = component_id\n\t\t\telse:\n\t\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\t\ttop_level_key = node_name\n\t\t\t\t\n\t\t\trelative_path = self._get_relative_path()\n\t\t\t\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=containing_class if node_type == \"method\" else None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"cpp\",\n\t\t\t\tqualified_name=f\"{containing_class}.{node_name}\" if containing_class else node_name\n\t\t\t)\n\t\t\t\n\t\t\ttop_level_nodes[top_level_key] = node_obj\n\t\t\ttop_level_nodes[component_id] = node_obj\n\t\t\tif node_type == \"method\" and containing_class:\n\t\t\t\ttop_level_nodes[f\"{containing_class}.{node_name}\"] = node_obj\n\t\t\t\ttop_level_nodes.setdefault(node_name, node_obj)\n\t\t\t\n\t\t\tif node_type in [\"class\", \"struct\", \"function\", \"method\", \"type_alias\"]:\n\t\t\t\tself.nodes.append(node_obj)\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\n\tdef _is_global_variable(self, node) -> bool:\n\t\t\"\"\"Check if a declaration node is a global variable.\"\"\"\n\t\tparent = node.parent\n\t\twhile parent:\n\t\t\tif parent.type in [\"function_definition\", \"class_specifier\", \"struct_specifier\"]:\n\t\t\t\treturn False\n\t\t\tparent = parent.parent\n\t\treturn True\n\n\tdef _get_declarator_name(self, declarator) -> Optional[str]:\n\t\t\"\"\"Extract the declared function or method name from nested declarators.\"\"\"\n\t\tfor child in declarator.children:\n\t\t\tif child.type in [\"identifier\", \"field_identifier\"]:\n\t\t\t\treturn child.text.decode()\n\t\t\tif child.type == \"qualified_identifier\":\n\t\t\t\tidentifiers = [c for c in child.children if c.type in [\"identifier\", \"field_identifier\"]]\n\t\t\t\tif identifiers:\n\t\t\t\t\treturn identifiers[-1].text.decode()\n\t\t\tif child.children:\n\t\t\t\tname = self._get_declarator_name(child)\n\t\t\t\tif name:\n\t\t\t\t\treturn name\n\t\treturn None\n\n\tdef _get_qualified_declarator_parts(self, declarator) -> list[str]:\n\t\tif declarator is None:\n\t\t\treturn []\n\t\tfor child in declarator.children:\n\t\t\tif child.type == \"qualified_identifier\":\n\t\t\t\treturn [\n\t\t\t\t\tc.text.decode()\n\t\t\t\t\tfor c in child.children\n\t\t\t\t\tif c.type in [\"identifier\", \"field_identifier\", \"type_identifier\", \"namespace_identifier\"]\n\t\t\t\t]\n\t\t\tif child.children:\n\t\t\t\tparts = self._get_qualified_declarator_parts(child)\n\t\t\t\tif parts:\n\t\t\t\t\treturn parts\n\t\treturn []\n\n\tdef _find_containing_class_for_method(self, node):\n\t\t\"\"\"Find the class that contains this method definition.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"class_specifier\":\n\t\t\t\t# Get class name\n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\telif current.type == \"struct_specifier\":\n\t\t\t\t# Get struct name \n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\tif node.type == \"call_expression\":\n\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\tif containing_function_id:\n\t\t\t\t\n\t\t\t\t# Get called function name \n\t\t\t\tcalled_function = None\n\t\t\t\treceiver_name = None\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\tcalled_function = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"field_expression\":\n\t\t\t\t\t\treceiver_name, method_name = self._get_field_call_parts(child)\n\t\t\t\t\t\tif method_name:\n\t\t\t\t\t\t\tcalled_function = method_name\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\n\t\t\t\tif called_function:\n\t\t\t\t\ttarget_method = None\n\t\t\t\t\tif receiver_name:\n\t\t\t\t\t\treceiver_type = self._find_variable_type(node, receiver_name)\n\t\t\t\t\t\tif receiver_type:\n\t\t\t\t\t\t\ttarget_method = self._find_method_component(called_function, top_level_nodes, receiver_type)\n\t\t\t\t\tif not target_method:\n\t\t\t\t\t\ttarget_method = self._find_method_component(called_function, top_level_nodes)\n\t\t\t\t\ttarget_class = self._find_class_containing_method(called_function, top_level_nodes)\n\n\t\t\t\t\tif target_method:\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=target_method,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif target_class:\n\t\t\t\t\t\ttarget_class_id = self._get_component_id(target_class)\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=target_class_id,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif called_function in top_level_nodes:\n\t\t\t\t\t\tcalled_function_id = top_level_nodes[called_function].id\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=called_function_id,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif receiver_name is not None:\n\t\t\t\t\t\t# A member call whose receiver type could not be\n\t\t\t\t\t\t# resolved: a name matching an STL member here is\n\t\t\t\t\t\t# overwhelmingly likely external, so suppress it.\n\t\t\t\t\t\tif not self._is_system_function(called_function):\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\t\tcallee=called_function,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\t\t\telif (\n\t\t\t\t\t\tnot is_macro_name(called_function)\n\t\t\t\t\t\tand called_function not in self._find_template_parameters(node)\n\t\t\t\t\t):\n\t\t\t\t\t\t# Plain calls are emitted for cross-file resolution;\n\t\t\t\t\t\t# external filtering happens centrally after the\n\t\t\t\t\t\t# project resolver has had its chance.\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=called_function,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"base_class_clause\":\n\t\t\t# Find the containing class\n\t\t\tcontaining_class = self._find_containing_class(node)\n\t\t\tif containing_class:\n\t\t\t\ttemplate_params = self._find_template_parameters(node)\n\t\t\t\t# Extract base class names\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\tbase_class = child.text.decode()\n\t\t\t\t\t\tif base_class in template_params or is_macro_name(base_class):\n\t\t\t\t\t\t\tcontinue\n\t\t\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=base_class,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"new_expression\":\n\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\tif containing_function_id:\n\t\t\t\t\n\t\t\t\t# Get the class being instantiated\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\tclass_name = child.text.decode()\n\t\t\t\t\t\tif class_name in top_level_nodes:\n\t\t\t\t\t\t\tclass_id = self._get_component_id(class_name)\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\t\tcallee=class_id,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t\t))\n\t\t\t\t\t\tbreak\n\t\t\n\t\telif node.type == \"identifier\":\n\t\t\tparent = node.parent\n\t\t\tif parent and parent.type not in [\"function_definition\", \"class_specifier\", \"declaration\", \"function_declarator\"]:\n\t\t\t\tvar_name = node.text.decode()\n\t\t\t\tif var_name in top_level_nodes and top_level_nodes[var_name].component_type == \"variable\":\n\t\t\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\t\t\tif containing_function_id:\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=var_name,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\n\tdef _get_field_call_parts(self, field_expression) -> tuple[Optional[str], Optional[str]]:\n\t\treceiver_name = None\n\t\tmethod_name = None\n\t\tfor child in field_expression.children:\n\t\t\tif child.type == \"field_identifier\":\n\t\t\t\tmethod_name = child.text.decode()\n\t\t\telif child.type == \"identifier\" and receiver_name is None:\n\t\t\t\treceiver_name = child.text.decode()\n\t\t\telif child.type == \"field_expression\" and receiver_name is None:\n\t\t\t\treceiver_name = child.text.decode().split(\".\")[-1].split(\"->\")[-1]\n\t\treturn receiver_name, method_name\n\n\tdef _find_variable_type(self, node, variable_name: str) -> Optional[str]:\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"compound_statement\", \"field_declaration_list\", \"translation_unit\"]:\n\t\t\t\tfound = self._search_variable_declaration(current, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tfound = self._search_parameter_declaration(declarator, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _search_variable_declaration(self, node, variable_name: str) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type == \"declaration\":\n\t\t\t\ttype_name = self._get_declaration_type_name(child)\n\t\t\t\tdeclared_name = self._get_declared_variable_name(child)\n\t\t\t\tif declared_name == variable_name:\n\t\t\t\t\treturn type_name or self._get_constructor_type_name(child)\n\t\t\tif child.children and child.type not in [\"class_specifier\", \"struct_specifier\", \"function_definition\"]:\n\t\t\t\tfound = self._search_variable_declaration(child, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\treturn None\n\n\tdef _search_parameter_declaration(self, node, variable_name: str) -> Optional[str]:\n\t\tif node is None:\n\t\t\treturn None\n\t\tif node.type == \"parameter_declaration\":\n\t\t\ttype_name = self._get_declaration_type_name(node)\n\t\t\tdeclared_name = self._get_declared_variable_name(node)\n\t\t\tif declared_name == variable_name:\n\t\t\t\treturn type_name\n\t\tfor child in node.children:\n\t\t\tfound = self._search_parameter_declaration(child, variable_name)\n\t\t\tif found:\n\t\t\t\treturn found\n\t\treturn None\n\n\tdef _get_declaration_type_name(self, node) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type in [\"type_identifier\", \"primitive_type\", \"qualified_identifier\"]:\n\t\t\t\treturn self._last_type_part(child.text.decode())\n\t\t\tif child.type in [\"template_type\", \"generic_type\"]:\n\t\t\t\treturn self._last_type_part(child.text.decode().split(\"<\", 1)[0])\n\t\treturn None\n\n\tdef _get_declared_variable_name(self, node) -> Optional[str]:\n\t\tfor child in reversed(node.children):\n\t\t\tif child.type in [\"identifier\", \"field_identifier\"]:\n\t\t\t\treturn child.text.decode()\n\t\t\tif child.type in [\"init_declarator\", \"pointer_declarator\", \"reference_declarator\", \"array_declarator\"]:\n\t\t\t\tname = self._get_declared_variable_name(child)\n\t\t\t\tif name:\n\t\t\t\t\treturn name\n\t\treturn None\n\n\tdef _get_constructor_type_name(self, node) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type == \"call_expression\":\n\t\t\t\tfor call_child in child.children:\n\t\t\t\t\tif call_child.type in [\"identifier\", \"type_identifier\"]:\n\t\t\t\t\t\treturn call_child.text.decode()\n\t\t\tif child.children:\n\t\t\t\tfound = self._get_constructor_type_name(child)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\treturn None\n\n\tdef _last_type_part(self, type_name: str) -> str:\n\t\treturn type_name.strip(\"&* \").split(\"::\")[-1]\n\n\tdef _find_containing_function(self, node, top_level_nodes):\n\t\t\"\"\"Find the function that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\t# Get function name\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\tif identifier:\n\t\t\t\t\t\tfunc_name = identifier.text.decode()\n\t\t\t\t\t\tif func_name in top_level_nodes:\n\t\t\t\t\t\t\treturn func_name\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _find_containing_function_or_method(self, node, top_level_nodes):\n\t\t\"\"\"Find the function or method that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tfunc_name = self._get_declarator_name(declarator)\n\t\t\t\t\tif func_name:\n\t\t\t\t\t\tcontaining_class = self._find_containing_class_for_method(current)\n\t\t\t\t\t\tqualified_parts = self._get_qualified_declarator_parts(declarator)\n\t\t\t\t\t\tif not containing_class and len(qualified_parts) > 1:\n\t\t\t\t\t\t\tcontaining_class = qualified_parts[-2]\n\t\t\t\t\t\tif containing_class:\n\t\t\t\t\t\t\treturn self._get_component_id(func_name, containing_class)\n\t\t\t\t\t\treturn self._get_component_id(func_name)\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _get_component_id_for_function(self, func_name, top_level_nodes):\n\t\tif func_name in top_level_nodes:\n\t\t\tnode_obj = top_level_nodes[func_name]\n\t\t\tif hasattr(node_obj, 'class_name') and node_obj.class_name:\n\t\t\t\treturn self._get_component_id(func_name, node_obj.class_name)\n\t\t\telse:\n\t\t\t\treturn self._get_component_id(func_name)\n\t\treturn self._get_component_id(func_name)\n\n\tdef _find_containing_class(self, node):\n\t\t\"\"\"Find the class that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"class_specifier\":\n\t\t\t\t# Get class name\n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _find_template_parameters(self, node) -> set:\n\t\t\"\"\"Collect template type-parameter names in scope at this node, so a\n\t\treference to `T`/`Char`/... is not reported as an unresolved project\n\t\tsymbol.\"\"\"\n\t\tparams = set()\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"template_declaration\":\n\t\t\t\tparam_list = next(\n\t\t\t\t\t(c for c in current.children if c.type == \"template_parameter_list\"), None\n\t\t\t\t)\n\t\t\t\tif param_list:\n\t\t\t\t\tfor param in param_list.children:\n\t\t\t\t\t\tfor child in getattr(param, \"children\", []):\n\t\t\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\t\t\tparams.add(child.text.decode())\n\t\t\tcurrent = current.parent\n\t\treturn params\n\n\tdef _is_system_function(self, func_name: str) -> bool:\n\t\t\"\"\"Check if a call target is external rather than a project function.\n\n\t\tBesides the curated standard-library set, an ALL_CAPS callee is treated as\n\t\ta macro invocation: macros are not extracted as components, so a call to\n\t\tone can never resolve to a project function and would otherwise pollute the\n\t\tgraph as unresolved noise. This only affects the unresolved fallback —\n\t\treal components in ALL_CAPS (rare in C++) are matched by the earlier\n\t\tresolution branches before this check runs.\n\t\t\"\"\"\n\t\tif is_external_symbol(\"cpp\", func_name):\n\t\t\treturn True\n\t\treturn is_macro_name(func_name)\n\n\tdef _find_method_component(self, method_name, top_level_nodes, class_name: str = None):\n\t\tif class_name:\n\t\t\tqualified_key = f\"{class_name}.{method_name}\"\n\t\t\tif qualified_key in top_level_nodes:\n\t\t\t\treturn top_level_nodes[qualified_key].id\n\t\tfor node_obj in top_level_nodes.values():\n\t\t\tif node_obj.component_type == \"method\" and node_obj.name == method_name:\n\t\t\t\treturn node_obj.id\n\t\treturn None\n\n\tdef _find_class_containing_method(self, method_name, top_level_nodes):\n\t\tfor node_name, node_obj in top_level_nodes.items():\n\t\t\tif node_obj.component_type in [\"class\", \"struct\"]:\n\t\t\t\tif self._class_has_method(node_obj, method_name):\n\t\t\t\t\treturn node_name\n\t\treturn None\n\n\tdef _class_has_method(self, class_node, method_name):\n\t\tlines = class_node.source_code.split('\\n')\n\t\tfor line in lines:\n\t\t\tif f'{method_name}(' in line and ('void' in line or 'int' in line or 'bool' in line or class_node.name in line):\n\t\t\t\treturn True\n\t\treturn False",
     "start_line": 36,
@@ -3591,8 +3869,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
     ],
     "source_code": "class TreeSitterCSharpAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.cs']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str) -> str:\n\t\trel_path = self._get_relative_path()\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_c_sharp.language()\n\t\tcs_language = Language(language_capsule)\n\t\tparser = Parser(cs_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\tnode_type = None\n\t\tnode_name = None\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\t# modifiers + class + identifier + body\n\t\t\tis_abstract = any(c.type == \"modifier\" and \"abstract\" in c.text.decode() for c in node.children)\n\t\t\tis_static = any(c.type == \"modifier\" and \"static\" in c.text.decode() for c in node.children)\n\t\t\tif is_static:\n\t\t\t\tnode_type = \"static class\"\n\t\t\telif is_abstract:\n\t\t\t\tnode_type = \"abstract class\"\n\t\t\telse:\n\t\t\t\tnode_type = \"class\"\n\t\t\t# find identifier that comes after class keyword\n\t\t\tfound_class_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"class\":\n\t\t\t\t\tfound_class_keyword = True\n\t\t\t\telif found_class_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"interface_declaration\":\n\t\t\tnode_type = \"interface\"\n\t\t\t# find identifier that comes after interface keyword\n\t\t\tfound_interface_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"interface\":\n\t\t\t\t\tfound_interface_keyword = True\n\t\t\t\telif found_interface_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"struct_declaration\":\n\t\t\tnode_type = \"struct\"\n\t\t\t# find identifier that comes after struct keyword\n\t\t\tfound_struct_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"struct\":\n\t\t\t\t\tfound_struct_keyword = True\n\t\t\t\telif found_struct_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"enum_declaration\":\n\t\t\tnode_type = \"enum\"\n\t\t\t# find identifier that comes after enum keyword\n\t\t\tfound_enum_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"enum\":\n\t\t\t\t\tfound_enum_keyword = True\n\t\t\t\telif found_enum_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"record_declaration\":\n\t\t\tnode_type = \"record\"\n\t\t\t# find identifier that comes after record keyword\n\t\t\tfound_record_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"record\":\n\t\t\t\t\tfound_record_keyword = True\n\t\t\t\telif found_record_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"delegate_declaration\":\n\t\t\tnode_type = \"delegate\"\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id\n\t\t\t)\n\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\tclass_name = self._get_identifier_name_cs(node)\n\t\t\tif class_name:\n\t\t\t\tclass_component_id = self._get_component_id(class_name)\n\t\t\t\t\n\t\t\t\tbase_list = next((c for c in node.children if c.type == \"base_list\"), None)\n\t\t\t\tif base_list:\n\t\t\t\t\tfor child in base_list.children:\n\t\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\t\tbase_name = child.text.decode()\n\t\t\t\t\t\t\tif base_name in [n.name for n in top_level_nodes.values()]:\n\t\t\t\t\t\t\t\tbase_component_id = self._get_component_id(base_name)\n\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\tcaller=class_component_id,\n\t\t\t\t\t\t\t\t\tcallee=base_component_id,\n\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"property_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\ttype_identifiers = [c for c in node.children if c.type == \"identifier\"]\n\t\t\t\tif len(type_identifiers) >= 2:\n\t\t\t\t\tproperty_type = type_identifiers[0].text.decode()\n\t\t\t\t\tif property_type and not self._is_primitive_type(property_type):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=property_type,  \n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"field_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\ttype_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\t\tif type_node:\n\t\t\t\t\tfield_type = type_node.text.decode()\n\t\t\t\t\tif field_type and not self._is_primitive_type(field_type):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=field_type, \n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"method_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\tparam_list = next((c for c in node.children if c.type == \"parameter_list\"), None)\n\t\t\t\tif param_list:\n\t\t\t\t\tfor child in param_list.children:\n\t\t\t\t\t\tif child.type == \"parameter\":\n\t\t\t\t\t\t\ttype_node = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\tif type_node:\n\t\t\t\t\t\t\t\tparam_type = type_node.text.decode()\n\t\t\t\t\t\t\t\tif param_type and not self._is_primitive_type(param_type):\n\t\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\t\t\t\tcallee=param_type,  \n\t\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _is_primitive_type(self, type_name: str) -> bool:\n\t\t\"\"\"Check if type is a C# primitive or common built-in type.\"\"\"\n\t\tprimitives = {\n\t\t\t\"bool\", \"byte\", \"sbyte\", \"char\", \"decimal\", \"double\", \"float\", \"int\", \"uint\", \n\t\t\t\"long\", \"ulong\", \"short\", \"ushort\", \"string\", \"object\", \"void\",\n\t\t\t\"Boolean\", \"Byte\", \"SByte\", \"Char\", \"Decimal\", \"Double\", \"Single\", \"Int32\", \"UInt32\",\n\t\t\t\"Int64\", \"UInt64\", \"Int16\", \"UInt16\", \"String\", \"Object\", \"Void\",\n\t\t\t\"List\", \"Dictionary\", \"IList\", \"IDictionary\", \"IEnumerable\", \"ICollection\",\n\t\t\t\"Task\", \"CancellationToken\", \"DateTime\", \"TimeSpan\", \"Guid\"\n\t\t}\n\t\treturn type_name in primitives\n\t\n\tdef _get_identifier_name(self, node):\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_identifier_name_cs(self, node):\n\t\tif node.type == \"class_declaration\":\n\t\t\tfound_class_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"class\":\n\t\t\t\t\tfound_class_keyword = True\n\t\t\t\telif found_class_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\telif node.type == \"interface_declaration\":\n\t\t\tfound_interface_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"interface\":\n\t\t\t\t\tfound_interface_keyword = True\n\t\t\t\telif found_interface_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\telif node.type == \"struct_declaration\":\n\t\t\tfound_struct_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"struct\":\n\t\t\t\t\tfound_struct_keyword = True\n\t\t\t\telif found_struct_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_type_name(self, node):\n\t\t\"\"\"Get type name from a type node.\"\"\"\n\t\tif node.type == \"identifier\":\n\t\t\treturn node.text.decode()\n\t\telif node.type == \"generic_name\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\telif node.type == \"predefined_type\":\n\t\t\treturn node.text.decode()\n\t\treturn None\n\t\n\tdef _find_containing_class(self, node, top_level_nodes):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"struct_declaration\", \"enum_declaration\", \"record_declaration\", \"delegate_declaration\"]:\n\t\t\t\tclass_name = self._get_identifier_name_cs(current)\n\t\t\t\tif class_name and class_name in top_level_nodes:\n\t\t\t\t\treturn class_name\n\t\t\tcurrent = current.parent\n\t\treturn None",
     "start_line": 13,
@@ -3643,8 +3921,8 @@
     "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/java.py",
     "depends_on": [
       "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
     ],
     "source_code": "class TreeSitterJavaAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself.package_name = self._extract_package_name()\n\t\tself.import_map, self.wildcard_imports = self._extract_imports()\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.java']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\t\"\"\"Get relative path from repo root.\"\"\"\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str, parent_class: str = None) -> str:\n\t\trel_path = self._get_relative_path()\n\t\tif parent_class:\n\t\t\treturn f\"{rel_path}::{parent_class}.{name}\"\n\t\telse:\n\t\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _extract_package_name(self) -> str:\n\t\tmatch = re.search(r\"^\\s*package\\s+([\\w.]+)\\s*;\", self.content, re.MULTILINE)\n\t\treturn match.group(1) if match else \"\"\n\n\tdef _extract_imports(self) -> tuple[dict[str, str], list[str]]:\n\t\timport_map: dict[str, str] = {}\n\t\twildcards: list[str] = []\n\t\tfor match in re.finditer(r\"^\\s*import\\s+(?:static\\s+)?([\\w.]+)(\\.\\*)?\\s*;\", self.content, re.MULTILINE):\n\t\t\timport_name = match.group(1)\n\t\t\tif match.group(2):\n\t\t\t\twildcards.append(import_name)\n\t\t\telse:\n\t\t\t\timport_map[import_name.rsplit(\".\", 1)[-1]] = import_name\n\t\treturn import_map, wildcards\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_java.language()\n\t\tjava_language = Language(language_capsule)\n\t\tparser = Parser(java_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\tnode_type = None\n\t\tnode_name = None\n\t\tqualified_name = None\n\t\tclass_name = None\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\tis_abstract = any(c.type == \"modifier\" and c.text.decode() == \"abstract\" for c in node.children)\n\t\t\tnode_type = \"abstract class\" if is_abstract else \"class\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"interface_declaration\":\n\t\t\tnode_type = \"interface\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"enum_declaration\":\n\t\t\tnode_type = \"enum\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"record_declaration\":\n\t\t\tnode_type = \"record\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"annotation_type_declaration\":\n\t\t\tnode_type = \"annotation\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"method_declaration\":\n\t\t\tnode_type = \"method\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tif name_node:\n\t\t\t\tmethod_name = name_node.text.decode()\n\t\t\t\tcontaining_types = self._find_containing_type_names(node)\n\t\t\t\tif containing_types:\n\t\t\t\t\tclass_name = containing_types[-1]\n\t\t\t\t\tnode_name = f\"{class_name}.{method_name}\"\n\t\t\t\t\tqualified_name = self._qualified_member_name(containing_types, method_name)\n\t\t\t\telse:\n\t\t\t\t\tnode_name = method_name\n\t\t\t\t\tqualified_name = self._qualify_name(method_name)\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=class_name,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"java\",\n\t\t\t\tqualified_name=qualified_name\n\t\t\t)\n\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\ttop_level_nodes[component_id] = node_obj\n\t\t\tif qualified_name:\n\t\t\t\ttop_level_nodes[qualified_name] = node_obj\n\t\t\t\ttop_level_nodes.setdefault(qualified_name.split(\".\")[-1], node_obj)\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\t# 1. Inheritance: Class extends another class\n\t\tif node.type == \"class_declaration\":\n\t\t\tclass_name = self._get_identifier_name(node)\n\t\t\tchildren_types = [c.type for c in node.children]\n\t\t\t\n\t\t\textends_node = next((c for c in node.children if c.type == \"superclass\"), None)\n\t\t\tif extends_node:\n\t\t\t\tbase_class_name = self._get_type_name(extends_node)\n\t\t\t\tif class_name and base_class_name and not self._skip_type(base_class_name, node):\n\t\t\t\t\tcaller_id = self._get_component_id(class_name)\n\t\t\t\t\tcallee_id = self._resolve_java_type(base_class_name, node, top_level_nodes)\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\tcallee=callee_id,  \n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t))\n\t\t\telse:\n\t\t\t\tlogger.debug(f\"   No superclass found for {class_name}\")\n\t\t\n\t\t# 2. Interface Implementation: Class/enum/record implements interface\n\t\tif node.type in [\"class_declaration\", \"enum_declaration\", \"record_declaration\"]:\n\t\t\timplementer_name = self._get_identifier_name(node)\n\t\t\timplements_node = next((c for c in node.children if c.type == \"super_interfaces\"), None)\n\t\t\tif implements_node and implementer_name:\n\t\t\t\tfor child in implements_node.children:\n\t\t\t\t\tif child.type == \"type_list\":\n\t\t\t\t\t\tfor type_child in child.children:\n\t\t\t\t\t\t\tif type_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\t\t\tinterface_name = self._get_type_name(type_child)\n\t\t\t\t\t\t\t\tif interface_name and not self._skip_type(interface_name, node):\n\t\t\t\t\t\t\t\t\tcaller_id = self._get_component_id(implementer_name)\n\t\t\t\t\t\t\t\t\tcallee_id = self._resolve_java_type(interface_name, node, top_level_nodes)\n\t\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\t\t\tcallee=callee_id,  \n\t\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t\t\t))\n\t\t\n\t\t# 3. Field Type Use: Class has field of another class/interface type\n\t\tif node.type == \"field_declaration\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\ttype_node = next((c for c in node.children if c.type in [\"type_identifier\", \"generic_type\"]), None)\n\t\t\tif containing_class and type_node:\n\t\t\t\tfield_type_name = self._get_type_name(type_node)\n\t\t\t\tif field_type_name and not self._skip_type(field_type_name, node):\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_class,\n\t\t\t\t\t\tcallee=self._resolve_java_type(field_type_name, node, top_level_nodes),\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t))\n\t\t\n\t\t# 4. Method Calls: Method calls on objects\n\t\tif node.type == \"method_invocation\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\tcontaining_method = self._find_containing_method(node)\n\t\t\tif containing_class:\n\t\t\t\tobject_name = None\n\t\t\t\tmethod_name = None\n\t\t\t\t\n\t\t\t\tidentifiers = [child.text.decode() for child in node.children if child.type == \"identifier\"]\n\t\t\t\tif len(identifiers) >= 2:\n\t\t\t\t\tobject_name = identifiers[0]\n\t\t\t\t\tmethod_name = identifiers[1]\n\t\t\t\telif identifiers:\n\t\t\t\t\tmethod_name = identifiers[0]\n\t\t\t\t\n\t\t\t\tif method_name:\n\t\t\t\t\ttarget_type = None\n\n\t\t\t\t\tcaller_id = containing_method or containing_class\n\n\t\t\t\t\tif object_name and object_name[:1].isupper() and object_name in top_level_nodes:\n\t\t\t\t\t\ttarget_type = object_name\n\t\t\t\t\telif object_name:\n\t\t\t\t\t\ttarget_type = self._find_variable_type(node, object_name, top_level_nodes)\n\t\t\t\t\t\tif not target_type and object_name in top_level_nodes:\n\t\t\t\t\t\t\ttarget_type = object_name\n\t\t\t\t\t\tif not target_type and object_name[:1].isupper() and not object_name.isupper():\n\t\t\t\t\t\t\t# CamelCase receiver with no matching variable reads\n\t\t\t\t\t\t\t# as a static call on a type from another file or an\n\t\t\t\t\t\t\t# import; ALL_CAPS receivers are constants, not types.\n\t\t\t\t\t\t\ttarget_type = object_name\n\n\t\t\t\t\tif target_type and not self._skip_type(target_type, node):\n\t\t\t\t\t\tcallee = self._resolve_java_member(method_name, node, top_level_nodes, target_type)\n\t\t\t\t\t\tif callee not in top_level_nodes and method_name in JAVA_OBJECT_METHODS:\n\t\t\t\t\t\t\t# Inherited java.lang.Object method that the project\n\t\t\t\t\t\t\t# type does not override locally — never a project edge.\n\t\t\t\t\t\t\tcallee = None\n\t\t\t\t\t\tif callee:\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\tcallee=callee,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\t\t\telif not object_name:\n\t\t\t\t\t\tcallee = self._resolve_java_member(method_name, node, top_level_nodes)\n\t\t\t\t\t\tif callee in top_level_nodes or self.import_map.get(method_name) == callee:\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\tcallee=callee,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\n\t\t# 5. Object Creation\n\t\tif node.type == \"object_creation_expression\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\ttype_node = next((c for c in node.children if c.type in [\"type_identifier\", \"generic_type\"]), None)\n\t\t\tif containing_class and type_node:\n\t\t\t\tcreated_type = self._get_type_name(type_node)\n\t\t\t\tif created_type and not self._skip_type(created_type, node):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class,\n\t\t\t\t\t\t\tcallee=self._resolve_java_type(created_type, node, top_level_nodes),\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _is_primitive_type(self, type_name: str) -> bool:\n\t\t\"\"\"Check if type is a Java primitive or a JDK/runtime type.\"\"\"\n\t\tprimitives = {\n\t\t\t\"boolean\", \"byte\", \"char\", \"double\", \"float\", \"int\", \"long\", \"short\",\n\t\t\t\"void\", \"var\",\n\t\t}\n\t\tsimple = self._simple_type_name(type_name)\n\t\tif simple in primitives:\n\t\t\treturn True\n\t\t# Resolve through the import map first so a runtime type written with its\n\t\t# simple name (imported from a `javax.*`/`java.*` package) is judged by its\n\t\t# fully-qualified origin. The prefix rules in is_external_symbol then\n\t\t# filter JDK/runtime packages, while project types — including sibling\n\t\t# packages like `com.other.Bar` — fall through and resolve cross-file. This\n\t\t# generalizes JDK filtering to any repository without enumerating types.\n\t\t# java.lang types (no import to consult) are covered by the curated set\n\t\t# inside is_external_symbol.\n\t\tqualified = self.import_map.get(simple)\n\t\tif qualified is None:\n\t\t\t# A wildcard import of a JDK package (`import java.util.*;`) is the\n\t\t\t# only way a JDK type outside java.lang appears with no explicit\n\t\t\t# import; project wildcard packages fall through to resolution.\n\t\t\tfor wildcard in self.wildcard_imports:\n\t\t\t\tif is_external_symbol(\"java\", f\"{wildcard}.{simple}\"):\n\t\t\t\t\treturn True\n\t\t\tqualified = simple\n\t\treturn is_external_symbol(\"java\", qualified)\n\n\tdef _resolve_java_type(self, type_name: str, context_node=None, top_level_nodes=None) -> str:\n\t\tif not type_name:\n\t\t\treturn type_name\n\t\ttype_name = self._simple_type_name(type_name)\n\t\tif \".\" in type_name:\n\t\t\treturn type_name\n\t\tif type_name in self.import_map:\n\t\t\treturn self.import_map[type_name]\n\t\tif context_node is not None and top_level_nodes is not None:\n\t\t\tcontaining_types = self._find_containing_type_names(context_node)\n\t\t\tfor idx in range(len(containing_types), 0, -1):\n\t\t\t\tcandidate = self._qualify_name(\".\".join([*containing_types[:idx], type_name]))\n\t\t\t\tif candidate in top_level_nodes:\n\t\t\t\t\treturn candidate\n\t\tif self.package_name:\n\t\t\treturn f\"{self.package_name}.{type_name}\"\n\t\treturn type_name\n\n\tdef _resolve_java_member(self, member_name: str, context_node, top_level_nodes, target_type: str = None) -> str:\n\t\tif target_type:\n\t\t\tqualified_type = self._resolve_java_type(target_type, context_node, top_level_nodes)\n\t\t\tcandidate = f\"{qualified_type}.{member_name}\"\n\t\t\tif candidate in top_level_nodes:\n\t\t\t\treturn candidate\n\t\t\tsimple_type = qualified_type.split(\".\")[-1]\n\t\t\tsimple_candidate = f\"{simple_type}.{member_name}\"\n\t\t\tif simple_candidate in top_level_nodes:\n\t\t\t\treturn simple_candidate\n\t\t\treturn candidate\n\n\t\tcontaining_types = self._find_containing_type_names(context_node)\n\t\tfor idx in range(len(containing_types), 0, -1):\n\t\t\tcandidate = self._qualified_member_name(containing_types[:idx], member_name)\n\t\t\tif candidate in top_level_nodes:\n\t\t\t\treturn candidate\n\t\t# A static import maps the bare call to its declaring type, whether\n\t\t# project (`com.foo.Util.checkNotNull`) or JDK (`java.util.Objects.requireNonNull`).\n\t\tif member_name in self.import_map:\n\t\t\treturn self.import_map[member_name]\n\t\treturn self._qualify_name(member_name)\n\n\tdef _skip_type(self, type_name: str, context_node) -> bool:\n\t\t\"\"\"Types that can never be project components: primitives, JDK/runtime\n\t\ttypes, and generic type parameters in scope (e.g. the `K`/`V` of an\n\t\tenclosing `class Cache<K, V>`).\"\"\"\n\t\tif self._is_primitive_type(type_name):\n\t\t\treturn True\n\t\treturn self._simple_type_name(type_name) in self._find_type_parameters(context_node)\n\n\tdef _find_type_parameters(self, node) -> set:\n\t\tparams = set()\n\t\tcurrent = node\n\t\twhile current:\n\t\t\tif current.type in [\n\t\t\t\t\"class_declaration\",\n\t\t\t\t\"interface_declaration\",\n\t\t\t\t\"record_declaration\",\n\t\t\t\t\"method_declaration\",\n\t\t\t]:\n\t\t\t\ttype_parameters = next(\n\t\t\t\t\t(c for c in current.children if c.type == \"type_parameters\"), None\n\t\t\t\t)\n\t\t\t\tif type_parameters:\n\t\t\t\t\tfor param in type_parameters.children:\n\t\t\t\t\t\tif param.type == \"type_parameter\":\n\t\t\t\t\t\t\tfor child in param.children:\n\t\t\t\t\t\t\t\tif child.type in [\"type_identifier\", \"identifier\"]:\n\t\t\t\t\t\t\t\t\tparams.add(child.text.decode())\n\t\t\t\t\t\t\t\t\tbreak\n\t\t\tcurrent = current.parent\n\t\treturn params\n\n\tdef _simple_type_name(self, type_name: str) -> str:\n\t\treturn type_name.strip().split(\"<\", 1)[0].strip()\n\n\tdef _qualify_name(self, name: str) -> str:\n\t\treturn f\"{self.package_name}.{name}\" if self.package_name else name\n\n\tdef _qualified_type_name(self, name: str, containing_types: list[str]) -> str:\n\t\tparts = [*containing_types, name] if name else containing_types\n\t\treturn self._qualify_name(\".\".join(parts)) if parts else \"\"\n\n\tdef _qualified_member_name(self, containing_types: list[str], member_name: str) -> str:\n\t\treturn self._qualify_name(\".\".join([*containing_types, member_name]))\n\t\n\tdef _get_identifier_name(self, node):\n\t\t\"\"\"Get identifier name from a node.\"\"\"\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_type_name(self, node):\n\t\t\"\"\"Get type name from a type node.\"\"\"\n\t\tif node.type == \"type_identifier\":\n\t\t\treturn node.text.decode()\n\t\telif node.type == \"generic_type\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\telif node.type == \"superclass\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\treturn None\n\t\n\tdef _find_containing_class(self, node, top_level_nodes):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"enum_declaration\", \"record_declaration\", \"annotation_type_declaration\"]:\n\t\t\t\tclass_name = self._get_identifier_name(current)\n\t\t\t\tif class_name and class_name in top_level_nodes:\n\t\t\t\t\treturn self._get_component_id(class_name)  \n\t\t\tcurrent = current.parent\n\t\treturn None\n\t\n\tdef _find_variable_type(self, node, variable_name, top_level_nodes):\n\t\tmethod_node = node.parent\n\t\twhile method_node and method_node.type not in [\"method_declaration\", \"constructor_declaration\"]:\n\t\t\tmethod_node = method_node.parent\n\n\t\tif method_node:\n\t\t\tfor child in method_node.children:\n\t\t\t\tif child.type == \"block\" or child.type == \"constructor_body\":\n\t\t\t\t\tvariable_type = self._search_variable_declaration(child, variable_name)\n\t\t\t\t\tif variable_type:\n\t\t\t\t\t\treturn variable_type\n\t\t\t\telif child.type == \"formal_parameters\":\n\t\t\t\t\tfor param in child.children:\n\t\t\t\t\t\tif param.type in [\"formal_parameter\", \"spread_parameter\"]:\n\t\t\t\t\t\t\ttype_node = next(\n\t\t\t\t\t\t\t\t(c for c in param.children if c.type in [\"type_identifier\", \"generic_type\"]),\n\t\t\t\t\t\t\t\tNone,\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t\tidentifier_node = next(\n\t\t\t\t\t\t\t\t(c for c in param.children if c.type == \"identifier\"), None\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t\tif (\n\t\t\t\t\t\t\t\ttype_node\n\t\t\t\t\t\t\t\tand identifier_node\n\t\t\t\t\t\t\t\tand identifier_node.text.decode() == variable_name\n\t\t\t\t\t\t\t):\n\t\t\t\t\t\t\t\treturn self._get_type_name(type_node)\n\t\t\n\t\tclass_node = node.parent\n\t\twhile class_node and class_node.type != \"class_declaration\":\n\t\t\tclass_node = class_node.parent\n\t\t\t\n\t\tif class_node:\n\t\t\tfor child in class_node.children:\n\t\t\t\tif child.type == \"class_body\":\n\t\t\t\t\tfor body_child in child.children:\n\t\t\t\t\t\tif body_child.type == \"field_declaration\":\n\t\t\t\t\t\t\tidentifier_node = None\n\t\t\t\t\t\t\ttype_node = None\n\t\t\t\t\t\t\tfor field_child in body_child.children:\n\t\t\t\t\t\t\t\tif field_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\t\t\t\ttype_node = field_child\n\t\t\t\t\t\t\t\telif field_child.type == \"variable_declarator\":\n\t\t\t\t\t\t\t\t\tidentifier_node = next((c for c in field_child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\tif identifier_node and type_node and identifier_node.text.decode() == variable_name:\n\t\t\t\t\t\t\t\tfield_type = self._get_type_name(type_node)\n\t\t\t\t\t\t\t\treturn field_type\n\t\t\n\t\treturn None\n\t\n\tdef _search_variable_declaration(self, block_node, variable_name):\n\t\tfor child in block_node.children:\n\t\t\tif child.type == \"local_variable_declaration\":\n\t\t\t\ttype_node = None\n\t\t\t\tidentifier_node = None\n\t\t\t\tfor decl_child in child.children:\n\t\t\t\t\tif decl_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\ttype_node = decl_child\n\t\t\t\t\telif decl_child.type == \"variable_declarator\":\n\t\t\t\t\t\tidentifier_node = next((c for c in decl_child.children if c.type == \"identifier\"), None)\n\t\t\t\t\n\t\t\t\tif identifier_node and type_node and identifier_node.text.decode() == variable_name:\n\t\t\t\t\treturn self._get_type_name(type_node)\n\t\t\t\n\t\t\telif child.type == \"block\":\n\t\t\t\tresult = self._search_variable_declaration(child, variable_name)\n\t\t\t\tif result:\n\t\t\t\t\treturn result\n\t\t\n\t\treturn None\n\t\n\tdef _find_containing_class_name(self, node):\n\t\tnames = self._find_containing_type_names(node)\n\t\treturn names[-1] if names else None\n\n\tdef _find_containing_type_names(self, node) -> list[str]:\n\t\tnames = []\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"enum_declaration\", \"record_declaration\", \"annotation_type_declaration\"]:\n\t\t\t\tname_node = next((c for c in current.children if c.type == \"identifier\"), None)\n\t\t\t\tif name_node:\n\t\t\t\t\tnames.append(name_node.text.decode())\n\t\t\tcurrent = current.parent\n\t\treturn list(reversed(names))\n\t\n\tdef _find_containing_method(self, node):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"method_declaration\":\n\t\t\t\tmethod_name = self._get_identifier_name(current)\n\t\t\t\tclass_name = self._find_containing_class_name(current)\n\t\t\t\tif method_name and class_name:\n\t\t\t\t\treturn self._get_component_id(f\"{class_name}.{method_name}\")\n\t\t\tcurrent = current.parent\n\t\treturn None",
     "start_line": 18,
@@ -3694,9 +3972,9 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
     "depends_on": [
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
       "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+      "codewiki/cli/utils/errors.py::warning"
     ],
     "source_code": "class TreeSitterJSAnalyzer:\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        \n        self.top_level_nodes = {}\n        \n        self.seen_relationships = set()\n\n        try:\n            language_capsule = tree_sitter_javascript.language()\n            self.js_language = Language(language_capsule)\n            self.parser = Parser(self.js_language)\n\n        except Exception as e:\n            logger.error(f\"Failed to initialize JavaScript parser: {e}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            self.parser = None\n            self.js_language = None\n\n\n    def _add_relationship(self, relationship: CallRelationship) -> bool:\n        rel_key = (relationship.caller, relationship.callee, relationship.call_line)\n        \n        if rel_key not in self.seen_relationships:\n            self.seen_relationships.add(rel_key)\n            self.call_relationships.append(relationship)\n            return True\n        return False\n\n    def analyze(self) -> None:\n        if self.parser is None:\n            logger.warning(f\"Skipping {self.file_path} - parser initialization failed\")\n            return\n\n        try:\n            tree = self.parser.parse(bytes(self.content, \"utf8\"))\n            root_node = tree.root_node\n\n            logger.debug(f\"Parsed AST with root node type: {root_node.type}\")\n\n            self._extract_functions(root_node)\n            self._extract_call_relationships(root_node)\n\n            logger.debug(\n                f\"Analysis complete: {len(self.nodes)} nodes, {len(self.call_relationships)} relationships\"\n            )\n\n        except Exception as e:\n            logger.error(f\"Error analyzing JavaScript file {self.file_path}: {e}\", exc_info=True)\n\n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.js', '.ts', '.jsx', '.tsx', '.mjs', '.cjs']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n\n    def _get_component_id(self, name: str, class_name: str = None, is_method: bool = False) -> str:\n        relative_path = self._get_relative_path()\n\n        if is_method and class_name:\n            return f\"{relative_path}::{class_name}.{name}\"\n        elif class_name and not is_method:\n            return f\"{relative_path}::{name}\"\n        else:\n            return f\"{relative_path}::{name}\"\n\n    def _find_containing_class(self, node) -> Optional[str]:\n        parent = node.parent\n        while parent:\n            if parent.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n                name_node = self._find_child_by_type(parent, \"type_identifier\")\n                if not name_node:\n                    name_node = self._find_child_by_type(parent, \"identifier\")\n                if name_node:\n                    return self._get_node_text(name_node)\n            parent = parent.parent\n        return None\n\n    def _extract_functions(self, node) -> None:\n        self._traverse_for_functions(node)\n        self.nodes.sort(key=lambda n: n.start_line)\n\n    def _traverse_for_functions(self, node) -> None:\n        if node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n            cls = self._extract_class_declaration(node)\n            if cls:\n                self.nodes.append(cls)\n                self.top_level_nodes[cls.name] = cls\n                \n                self._extract_methods_from_class(node, cls.name)\n                \n        elif node.type == \"function_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_function_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        elif node.type == \"generator_function_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_function_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        elif node.type == \"export_statement\":\n            func = self._extract_exported_function(node)\n            if func and self._should_include_function(func):\n                self.nodes.append(func)\n                self.top_level_nodes[func.name] = func\n        elif node.type == \"lexical_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_arrow_function_from_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        \n        for child in node.children:\n            self._traverse_for_functions(child)\n\n    def _extract_methods_from_class(self, class_node, class_name: str) -> None:\n        class_body = self._find_child_by_type(class_node, \"class_body\")\n        if not class_body:\n            return\n            \n        for child in class_body.children:\n            if child.type == \"method_definition\":\n                method_name = self._get_method_name(child)\n                if method_name:\n                    method_key = f\"{self._get_relative_path()}::{class_name}.{method_name}\"\n                    method_node = self._create_method_node(child, method_name, class_name)\n                    if method_node:\n                        self.top_level_nodes[method_key] = method_node\n            elif child.type == \"field_definition\":\n                # Handle arrow function properties\n                field_name = self._get_field_name(child)\n                if field_name and self._is_arrow_function_field(child):\n                    method_key = f\"{self._get_relative_path()}::{class_name}.{field_name}\"\n                    method_node = self._create_method_node(child, field_name, class_name)\n                    if method_node:\n                        self.top_level_nodes[method_key] = method_node\n\n    def _get_method_name(self, method_node) -> Optional[str]:\n        \"\"\"Get method name from method_definition node.\"\"\"\n        if method_node.type != \"method_definition\":\n            return None\n        \n        for child in method_node.children:\n            if child.type == \"property_identifier\":\n                return self._get_node_text(child)\n        return None\n\n    def _get_field_name(self, field_node) -> Optional[str]:\n        \"\"\"Get field name from field_definition node.\"\"\"\n        if field_node.type != \"field_definition\":\n            return None\n            \n        for child in field_node.children:\n            if child.type == \"property_identifier\":\n                return self._get_node_text(child)\n        return None\n\n    def _is_arrow_function_field(self, field_node) -> bool:\n        \"\"\"Check if field_definition contains an arrow function.\"\"\"\n        for child in field_node.children:\n            if child.type == \"arrow_function\":\n                return True\n        return False\n\n    def _create_method_node(self, node, method_name: str, class_name: str) -> Optional[Node]:\n        \"\"\"Create a method node for relationship mapping.\"\"\"\n        try:\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            component_id = self._get_component_id(method_name, class_name, is_method=True)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=method_name,\n                component_type=\"method\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(self.content.splitlines()[line_start - 1 : line_end]),\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=False,\n                docstring=\"\",\n                parameters=None,\n                node_type=\"method\",\n                base_classes=None,\n                class_name=class_name,\n                display_name=f\"method {method_name}\",\n                component_id=component_id\n            )\n        except Exception as e:\n            logger.debug(f\"Error creating method node for {method_name}: {e}\")\n            return None\n\n    def _extract_class_declaration(self, node) -> Optional[Node]:\n        \"\"\"Extract class/abstract class/interface declaration.\"\"\"\n        try:\n            name_node = self._find_child_by_type(node, \"type_identifier\")\n            if not name_node:\n                name_node = self._find_child_by_type(node, \"identifier\")\n            if not name_node:\n                return None\n            name = self._get_node_text(name_node)\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            docstring = None\n            base_classes = []\n            heritage_node = self._find_child_by_type(node, \"class_heritage\")\n            if heritage_node:\n                for child in heritage_node.children:\n                    if child.type in [\"identifier\", \"type_identifier\"]:\n                        base_classes.append(self._get_node_text(child))\n            code_snippet = \"\\n\".join(self.content.splitlines()[line_start - 1 : line_end])\n            \n            if node.type == \"abstract_class_declaration\":\n                node_type = \"abstract class\"\n                display_name = f\"abstract class {name}\"\n            elif node.type == \"interface_declaration\":\n                node_type = \"interface\"\n                display_name = f\"interface {name}\"\n            else:\n                node_type = \"class\"\n                display_name = f\"class {name}\"\n            \n            component_id = self._get_component_id(name, is_method=False)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=bool(docstring),\n                docstring=docstring or \"\",\n                parameters=None,\n                node_type=node_type,\n                base_classes=base_classes if base_classes else None,\n                class_name=None,\n                display_name=display_name,\n                component_id=component_id,\n            )\n        except Exception:\n            return None\n\n    def _extract_function_declaration(self, node) -> Optional[Node]:\n        try:\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if not name_node:\n                return None\n\n            func_name = self._get_node_text(name_node)\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            parameters = self._extract_parameters(node)\n            code_snippet = self._get_node_text(node)\n\n            # Check for async and generator from code snippet\n            is_async = \"async function\" in code_snippet\n            is_generator = \"function*\" in code_snippet or \"*\" in func_name\n            \n            if is_async and is_generator:\n                display_name = f\"async generator {func_name}\"\n            elif is_async:\n                display_name = f\"async function {func_name}\"\n            elif is_generator:\n                display_name = f\"generator function {func_name}\"\n            else:\n                display_name = f\"function {func_name}\"\n\n            component_id = self._get_component_id(func_name, is_method=False)\n            relative_path = self._get_relative_path()\n\n            return Node(\n                id=component_id,\n                name=func_name,\n                component_type=\"function\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=False,\n                docstring=\"\",\n                parameters=parameters,\n                node_type=\"function\",\n                base_classes=None,\n                class_name=None,\n                display_name=display_name,\n                component_id=component_id,\n            )\n        except Exception as e:\n            logger.debug(f\"Error extracting function declaration: {e}\")\n            return None\n    def _extract_exported_function(self, node) -> Optional[Node]:\n        \"\"\"Extract export function or export default function\"\"\"\n        try:\n            func_decl = self._find_child_by_type(node, \"function_declaration\")\n            if func_decl:\n                func = self._extract_function_declaration(func_decl)\n                if func:\n                    export_text = self._get_node_text(node)\n                    if \"export default\" in export_text and \"function (\" in export_text:\n                        func.name = \"default\"\n                return func\n        except Exception as e:\n            logger.debug(f\"Error extracting exported function: {e}\")\n        return None\n\n    def _extract_arrow_function_from_declaration(self, node) -> Optional[Node]:\n        \"\"\"Extract arrow function or function expression from const/let/var declarations.\"\"\"\n        try:\n            for child in node.children:\n                if child.type == \"variable_declarator\":\n                    name_node = self._find_child_by_type(child, \"identifier\")\n                    func_node = self._find_child_by_type(\n                        child, \"arrow_function\"\n                    ) or self._find_child_by_type(child, \"function_expression\")\n\n                    if name_node and func_node:\n                        func_name = self._get_node_text(name_node)\n                        line_start = func_node.start_point[0] + 1\n                        line_end = func_node.end_point[0] + 1\n                        parameters = self._extract_parameters(func_node)\n                        code_snippet = self._get_node_text(child)\n\n                        component_id = self._get_component_id(func_name, is_method=False)\n                        relative_path = self._get_relative_path()\n\n                        return Node(\n                            id=component_id,\n                            name=func_name,\n                            component_type=\"function\",\n                            file_path=str(self.file_path),\n                            relative_path=relative_path,\n                            source_code=code_snippet,\n                            start_line=line_start,\n                            end_line=line_end,\n                            has_docstring=False,\n                            docstring=\"\",\n                            parameters=parameters,\n                            node_type=\"function\",\n                            base_classes=None,\n                            class_name=None,\n                            display_name=f\"function {func_name}\",\n                            component_id=component_id,\n                        )\n            return None\n        except Exception as e:\n            logger.debug(f\"Error extracting function from declaration: {e}\")\n        return None\n\n    def _should_include_function(self, func: Node) -> bool:\n        excluded_names = {}\n\n        if func.name.lower() in excluded_names:\n            logger.debug(f\"Skipping excluded function: {func.name}\")\n            return False\n\n        return True\n\n    def _extract_parameters(self, node) -> List[str]:\n        parameters = []\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            for child in params_node.children:\n                if child.type == \"identifier\":\n                    parameters.append(self._get_node_text(child))\n        return parameters\n\n    def _extract_call_relationships(self, node) -> None:\n        current_top_level = None\n        self._traverse_for_calls(node, current_top_level)\n\n    def _traverse_for_calls(self, node, current_top_level) -> None:\n        if current_top_level:\n            self._extract_jsdoc_type_dependencies(node, current_top_level)\n        \n        if node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n            name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n                \n                heritage_node = self._find_child_by_type(node, \"class_heritage\")\n                if heritage_node:\n                    for child in heritage_node.children:\n                        if child.type in [\"identifier\", \"type_identifier\"]:\n                            base_class = self._get_node_text(child)\n                            caller_id = self._get_component_id(current_top_level)\n                            callee_id = f\"{self._get_relative_path()}::{base_class}\"\n                            inheritance_rel = CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            )\n                            self._add_relationship(inheritance_rel)\n                            \n        elif node.type == \"function_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n        elif node.type == \"generator_function_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n        elif node.type == \"lexical_declaration\":\n            for child in node.children:\n                if child.type == \"variable_declarator\":\n                    name_node = self._find_child_by_type(child, \"identifier\")\n                    func_node = self._find_child_by_type(child, \"arrow_function\") or self._find_child_by_type(child, \"function_expression\")\n                    if name_node and func_node:\n                        current_top_level = self._get_node_text(name_node)\n\n        if node.type == \"call_expression\" and current_top_level:\n            call_info = self._extract_call_from_node(node, current_top_level)\n            if call_info:\n                self._add_relationship(call_info)\n        \n        elif node.type == \"await_expression\" and current_top_level:\n            call_expr = self._find_child_by_type(node, \"call_expression\")\n            if call_expr:\n                call_info = self._extract_call_from_node(call_expr, current_top_level)\n                if call_info:\n                    self._add_relationship(call_info)\n        \n        elif node.type == \"new_expression\" and current_top_level:\n            callee_name = self._extract_callee_name(node)\n            if callee_name:\n                call_info = CallRelationship(\n                    caller=f\"{self._get_relative_path()}::{current_top_level}\",\n                    callee=f\"{self._get_relative_path()}::{callee_name}\",\n                    call_line=node.start_point[0] + 1,\n                    is_resolved=False\n                )\n                self._add_relationship(call_info)\n\n        for child in node.children:\n            self._traverse_for_calls(child, current_top_level)\n\n    def _extract_call_from_node(self, node, caller_name: str) -> Optional[CallRelationship]:\n        \"\"\"Extract call relationship from a call_expression node.\"\"\"\n        try:\n            call_line = node.start_point[0] + 1\n            callee_name = self._extract_callee_name(node)\n            \n            if not callee_name:\n                return None\n            \n            call_text = self._get_node_text(node)\n            is_method_call = \"this.\" in call_text or \"super.\" in call_text\n            \n            caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n\n            if is_method_call:\n                current_class = None\n                for node_key, node_obj in self.top_level_nodes.items():\n                    if node_obj.component_type == \"class\" and caller_name in node_key:\n                        current_class = node_obj.name\n                        break\n                \n                if current_class:\n                    method_key = f\"{self._get_relative_path()}::{current_class}.{callee_name}\"\n                    if method_key in self.top_level_nodes:\n                        return None\n            \n            callee_id = f\"{self._get_relative_path()}::{callee_name}\"\n            if callee_name in self.top_level_nodes:\n                return CallRelationship(\n                    caller=caller_id,\n                    callee=callee_id,\n                    call_line=call_line,\n                    is_resolved=True,\n                )\n            \n            return CallRelationship(\n                caller=caller_id,\n                callee=callee_id,\n                call_line=call_line,\n                is_resolved=False,\n            )\n            \n        except Exception as e:\n            logger.debug(f\"Error extracting call relationship: {e}\")\n            return None\n\n    def _extract_jsdoc_type_dependencies(self, node, caller_name: str) -> None:\n        \"\"\"Extract type dependencies from JSDoc comments.\"\"\"\n        try:\n            if hasattr(node, 'prev_sibling') and node.prev_sibling:\n                prev = node.prev_sibling\n                if prev.type == \"comment\":\n                    comment_text = self._get_node_text(prev)\n                    self._parse_jsdoc_types(comment_text, caller_name, node.start_point[0] + 1)\n            \n            for child in node.children:\n                if child.type == \"comment\":\n                    comment_text = self._get_node_text(child)\n                    self._parse_jsdoc_types(comment_text, caller_name, node.start_point[0] + 1)\n                    \n        except Exception as e:\n            logger.debug(f\"Error extracting JSDoc dependencies: {e}\")\n\n    def _parse_jsdoc_types(self, comment_text: str, caller_name: str, line_number: int) -> None:\n        \"\"\"Parse JSDoc comment text and extract type references.\"\"\"\n        import re\n        try:\n            type_patterns = [\n                r'@param\\s*\\{([^}]+)\\}',     # @param {Type}\n                r'@returns?\\s*\\{([^}]+)\\}',  # @return {Type} or @returns {Type}\n                r'@type\\s*\\{([^}]+)\\}',      # @type {Type}\n                r'@typedef\\s*\\{[^}]*\\}\\s*(\\w+)', # @typedef {Object} TypeName\n                r'@interface\\s+(\\w+)',       # @interface InterfaceName\n            ]\n            \n            for pattern in type_patterns:\n                matches = re.findall(pattern, comment_text)\n                for match in matches:\n                    type_name = match.strip()\n                    \n                    base_types = self._extract_base_types_from_jsdoc(type_name)\n                    \n                    for base_type in base_types:\n                        if base_type and not self._is_builtin_type_js(base_type):\n                            caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n                            callee_id = f\"{self._get_relative_path()}::{base_type}\"\n                            \n                            type_rel = CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=line_number,\n                                is_resolved=False \n                            )\n                            \n                            if self._add_relationship(type_rel):\n                                pass\n                                    \n        except Exception as e:\n            logger.debug(f\"Error parsing JSDoc types: {e}\")\n\n    def _extract_base_types_from_jsdoc(self, type_str: str) -> list:\n        import re\n        type_str = type_str.strip()\n        \n        base_types = []\n        \n        main_type_match = re.match(r'^(\\w+)', type_str)\n        if main_type_match:\n            base_types.append(main_type_match.group(1))\n        \n        generic_matches = re.findall(r'<([^<>]+)>', type_str)\n        for generic in generic_matches:\n            subtypes = re.findall(r'\\b(\\w+)\\b', generic)\n            base_types.extend(subtypes)\n        \n        if '|' in type_str:\n            union_types = type_str.split('|')\n            for union_type in union_types:\n                clean_type = re.match(r'\\b(\\w+)\\b', union_type.strip())\n                if clean_type:\n                    base_types.append(clean_type.group(1))\n        \n        return base_types\n\n    def _is_builtin_type_js(self, name: str) -> bool:\n        \"\"\"Check if type name is a JavaScript/JSDoc built-in type.\"\"\"\n        builtin_types = {\n            # JavaScript primitive types\n            \"string\", \"number\", \"boolean\", \"object\", \"undefined\", \"null\", \"void\", \"any\",\n            \n            # Global JavaScript types\n            \"Array\", \"Promise\", \"Date\", \"RegExp\", \"Error\", \"Map\", \"Set\", \"WeakMap\", \"WeakSet\",\n            \"Function\", \"Object\", \"String\", \"Number\", \"Boolean\", \"Symbol\", \"BigInt\",\n            \n            \"Element\", \"HTMLElement\", \"Document\", \"Window\", \"Event\", \"EventTarget\", \"Node\",\n            \"Response\", \"Request\", \"Headers\", \"URL\", \"URLSearchParams\", \"FormData\", \"Blob\", \"File\",\n            \n            # Common JSDoc generic parameters\n            \"T\", \"U\", \"V\", \"K\", \"P\", \"R\", \"E\"\n        }\n        return name in builtin_types\n\n    def _extract_callee_name(self, call_node) -> Optional[str]:\n        if not call_node.children:\n            return None\n            \n        callee_node = call_node.children[0]\n\n        if callee_node.type == \"identifier\":\n            return self._get_node_text(callee_node)\n        elif callee_node.type == \"member_expression\":\n            property_node = self._find_child_by_type(callee_node, \"property_identifier\")\n            if property_node:\n                return self._get_node_text(property_node)\n            \n            computed_property = self._find_child_by_type(callee_node, \"computed_property_name\")\n            if computed_property:\n                for child in computed_property.children:\n                    if child.type == \"identifier\":\n                        return self._get_node_text(child)\n        elif callee_node.type == \"super\":\n            return \"super\"\n        elif callee_node.type == \"this\":\n            return \"this\"\n            \n        return None\n\n    def _find_child_by_type(self, node, node_type: str):\n        \"\"\"Find first child node of specified type.\"\"\"\n        for child in node.children:\n            if child.type == node_type:\n                return child\n        return None\n\n    def _get_node_text(self, node) -> str:\n        start_byte = node.start_byte\n        end_byte = node.end_byte\n        return self.content.encode(\"utf8\")[start_byte:end_byte].decode(\"utf8\")\n\n    def _find_containing_class_name(self, method_node) -> Optional[str]:\n        current = method_node.parent\n        while current:\n            if current.type == \"class_declaration\":\n                name_node = self._find_child_by_type(current, \"identifier\")\n                if name_node:\n                    return self._get_node_text(name_node)\n            current = current.parent\n        return None\n\n    def _extract_assignment_name(self, node) -> Optional[str]:\n        if node.type == \"identifier\":\n            return self._get_node_text(node)\n        elif node.type == \"member_expression\":\n            property_node = self._find_child_by_type(node, \"property_identifier\")\n            if property_node:\n                return self._get_node_text(property_node)\n        return None",
     "start_line": 18,
@@ -3746,8 +4024,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
     ],
     "source_code": "class TreeSitterKotlinAnalyzer:\n    def __init__(self, file_path: str, content: str, repo_path: Optional[str] = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self._analyze()\n    \n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.kt', '.kts']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n    \n    def _get_component_id(self, name: str, parent_class: Optional[str] = None) -> str:\n        rel_path = self._get_relative_path()\n        if parent_class:\n            return f\"{rel_path}::{parent_class}.{name}\"\n        else:\n            return f\"{rel_path}::{name}\"\n\n    def _analyze(self):\n        try:\n            language_capsule = tree_sitter_kotlin.language()\n            kotlin_language = Language(language_capsule)\n            parser = Parser(kotlin_language)\n            tree = parser.parse(bytes(self.content, \"utf8\"))\n            root = tree.root_node\n            lines = self.content.splitlines()\n            \n            top_level_nodes = {}\n            \n            self._extract_nodes(root, top_level_nodes, lines)\n            self._extract_relationships(root, top_level_nodes)\n        except Exception as e:\n            logger.error(f\"Error parsing Kotlin file {self.file_path}: {e}\")\n    \n    def _extract_nodes(self, node, top_level_nodes, lines):\n        node_type = None\n        node_name = None\n        \n        if node.type == \"class_declaration\":\n            is_interface = any(c.type == \"interface\" for c in node.children)\n            \n            if is_interface:\n                node_type = \"interface\"\n            else:\n                modifiers = self._get_class_modifiers(node)\n                if \"abstract\" in modifiers:\n                    node_type = \"abstract class\"\n                elif \"data\" in modifiers:\n                    node_type = \"data class\"\n                elif \"enum\" in modifiers:\n                    node_type = \"enum class\"\n                elif \"annotation\" in modifiers:\n                    node_type = \"annotation class\"\n                else:\n                    node_type = \"class\"\n            \n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            node_name = name_node.text.decode() if name_node else None\n            \n        elif node.type == \"object_declaration\":\n            node_type = \"object\"\n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            node_name = name_node.text.decode() if name_node else None\n            \n        elif node.type == \"function_declaration\":\n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            if name_node:\n                method_name = name_node.text.decode()\n                containing_class = self._find_containing_class_name(node)\n                if containing_class:\n                    node_type = \"method\"\n                    node_name = f\"{containing_class}.{method_name}\"\n                else:\n                    node_type = \"function\"\n                    node_name = method_name\n        \n        if node_type and node_name:\n            component_id = self._get_component_id(node_name)\n            relative_path = self._get_relative_path()\n            \n            # Extract docstring if present\n            docstring = \"\"\n            if node.prev_sibling and hasattr(node.prev_sibling, \"type\"):\n                if node.prev_sibling.type in (\"line_comment\", \"block_comment\"):\n                    docstring = node.prev_sibling.text.decode().strip()\n                     \n            # Safely extract code lines\n            start_line_idx = node.start_point[0]\n            end_line_idx = node.end_point[0] + 1\n            code_snippet = \"\\n\".join(lines[start_line_idx:end_line_idx]) if start_line_idx < len(lines) else \"\"\n            \n            node_obj = Node(\n                id=component_id,\n                name=node_name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=node.start_point[0]+1,\n                end_line=node.end_point[0]+1,\n                has_docstring=bool(docstring),\n                docstring=docstring,\n                parameters=None,\n                node_type=node_type,\n                base_classes=None,\n                class_name=None,\n                display_name=f\"{node_type} {node_name}\",\n                component_id=component_id\n            )\n            self.nodes.append(node_obj)\n            top_level_nodes[node_name] = node_obj\n        \n        for child in node.children:\n            self._extract_nodes(child, top_level_nodes, lines)\n    \n    def _get_class_modifiers(self, class_node) -> set:\n        \"\"\"Extract class modifiers (abstract, data, enum, annotation, etc.).\"\"\"\n        modifiers = set()\n        modifiers_node = next((c for c in class_node.children if c.type == \"modifiers\"), None)\n        if modifiers_node:\n            for mod in modifiers_node.children:\n                if mod.type in (\"class_modifier\", \"inheritance_modifier\", \"visibility_modifier\"):\n                    for inner in mod.children:\n                        modifiers.add(inner.type)\n        return modifiers\n            \n    def _extract_relationships(self, node, top_level_nodes):\n        # 1. Inheritance and Interface Implementation via delegation_specifiers\n        if node.type == \"class_declaration\":\n            class_name = self._get_identifier_name(node)\n            delegation_specifiers = next(\n                (c for c in node.children if c.type == \"delegation_specifiers\"), None\n            )\n            if delegation_specifiers and class_name:\n                for spec in delegation_specifiers.children:\n                    if spec.type == \"delegation_specifier\":\n                        for child in spec.children:\n                            type_name = None\n                            if child.type == \"constructor_invocation\":\n                                user_type = next(\n                                    (c for c in child.children if c.type == \"user_type\"), None\n                                )\n                                if user_type:\n                                    type_name = self._get_type_name(user_type)\n                            elif child.type == \"user_type\":\n                                type_name = self._get_type_name(child)\n                            \n                            if type_name and not self._is_primitive_type(type_name):\n                                caller_id = self._get_component_id(class_name)\n                                callee_id = self._get_component_id(type_name)\n                                self.call_relationships.append(CallRelationship(\n                                    caller=caller_id,\n                                    callee=callee_id,\n                                    call_line=node.start_point[0]+1,\n                                    is_resolved=False\n                                ))\n        \n        # 2. Property Type Use (field types)\n        if node.type == \"property_declaration\":\n            containing_class = self._find_containing_class(node, top_level_nodes)\n            var_decl = next((c for c in node.children if c.type == \"variable_declaration\"), None)\n            if containing_class and var_decl:\n                type_node = next(\n                    (c for c in var_decl.children if c.type == \"user_type\"), None\n                )\n                if type_node:\n                    prop_type_name = self._get_type_name(type_node)\n                    if prop_type_name and not self._is_primitive_type(prop_type_name):\n                        self.call_relationships.append(CallRelationship(\n                            caller=containing_class,\n                            callee=prop_type_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n        \n        # 3. Constructor parameter type use\n        if node.type == \"class_parameter\":\n            containing_class_node = node.parent\n            while containing_class_node and containing_class_node.type != \"class_declaration\":\n                containing_class_node = containing_class_node.parent\n            if containing_class_node:\n                class_name = self._get_identifier_name(containing_class_node)\n                if class_name and class_name in top_level_nodes:\n                    type_node = next(\n                        (c for c in node.children if c.type == \"user_type\"), None\n                    )\n                    if type_node:\n                        param_type = self._get_type_name(type_node)\n                        if param_type and not self._is_primitive_type(param_type):\n                            caller_id = self._get_component_id(class_name)\n                            self.call_relationships.append(CallRelationship(\n                                caller=caller_id,\n                                callee=param_type,\n                                call_line=node.start_point[0]+1,\n                                is_resolved=False\n                            ))\n        \n        # 4. Method Calls / Function invocations\n        if node.type == \"call_expression\":\n            caller_id = self._find_containing_method(node) or self._find_containing_class(node, top_level_nodes)\n            \n            target_expr = next(\n                (c for c in node.children if c.type in [\"identifier\", \"navigation_expression\"]), None\n            )\n            \n            if target_expr and caller_id:\n                if target_expr.type == \"identifier\":\n                    callee_name = target_expr.text.decode()\n                    if callee_name and callee_name[0].isupper() and not self._is_primitive_type(callee_name):\n                        callee_id = self._get_component_id(callee_name)\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_id,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                    elif callee_name and not self._is_primitive_type(callee_name):\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                        \n                elif target_expr.type == \"navigation_expression\":\n                    children = list(target_expr.children)\n                    object_node = next(\n                        (c for c in children if c.type == \"identifier\"), None\n                    )\n                    method_node = None\n                    identifiers = [c for c in children if c.type == \"identifier\"]\n                    if len(identifiers) >= 2:\n                        object_node = identifiers[0]\n                        method_node = identifiers[-1]\n                    elif len(identifiers) == 1:\n                        method_node = identifiers[0]\n                        nav_child = next(\n                            (c for c in children if c.type == \"navigation_expression\"), None\n                        )\n                        if nav_child:\n                            object_node = self._get_root_identifier(nav_child)\n                        else:\n                            object_node = None\n                    \n                    if object_node and method_node:\n                        object_name = object_node.text.decode() if hasattr(object_node, 'text') else str(object_node)\n                        method_name = method_node.text.decode()\n                        \n                        target_type = None\n                        if object_name in top_level_nodes:\n                            target_type = object_name\n                        else:\n                            target_type = self._find_variable_type(node, object_name, top_level_nodes)\n                        \n                        if target_type and not self._is_primitive_type(target_type):\n                            callee_id = self._get_component_id(target_type)\n                            self.call_relationships.append(CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=node.start_point[0]+1,\n                                is_resolved=False\n                            ))\n                    elif method_node and not object_node:\n                        callee_name = method_node.text.decode()\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                        \n        for child in node.children:\n            self._extract_relationships(child, top_level_nodes)\n\n    def _is_primitive_type(self, type_name: str) -> bool:\n        \"\"\"Check if type is a Kotlin primitive or common built-in type.\"\"\"\n        primitives = {\n            \"Boolean\", \"Byte\", \"Char\", \"Double\", \"Float\", \"Int\", \"Long\", \"Short\",\n            \"String\", \"Unit\", \"Nothing\", \"Any\",\n            \"List\", \"Set\", \"Map\", \"Collection\", \"Iterable\", \"Sequence\",\n            \"MutableList\", \"MutableSet\", \"MutableMap\", \"MutableCollection\",\n            \"Array\", \"IntArray\", \"LongArray\", \"FloatArray\", \"DoubleArray\",\n            \"BooleanArray\", \"ByteArray\", \"CharArray\", \"ShortArray\",\n            \"Pair\", \"Triple\",\n        }\n        return type_name in primitives\n\n    def _get_identifier_name(self, node):\n        \"\"\"Get identifier name from a node.\"\"\"\n        name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n        return name_node.text.decode() if name_node else None\n    \n    def _get_type_name(self, node) -> Optional[str]:\n        \"\"\"Get the primary type name from a type node, stripping generics.\"\"\"\n        if node.type == \"user_type\":\n            id_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            return id_node.text.decode() if id_node else None\n        elif node.type == \"nullable_type\":\n            inner = next((c for c in node.children if c.type == \"user_type\"), None)\n            if inner:\n                return self._get_type_name(inner)\n        elif node.type == \"identifier\":\n            return node.text.decode()\n        return None\n    \n    def _get_root_identifier(self, nav_node):\n        \"\"\"Get the root identifier from a chain of navigation_expressions.\"\"\"\n        first_child = nav_node.children[0] if nav_node.children else None\n        if first_child:\n            if first_child.type == \"identifier\":\n                return first_child\n            elif first_child.type == \"navigation_expression\":\n                return self._get_root_identifier(first_child)\n        return None\n\n    def _find_containing_class_name(self, node):\n        \"\"\"Walk up to find the containing class/object/interface name.\"\"\"\n        current = node.parent\n        while current:\n            if current.type in (\"class_declaration\", \"object_declaration\"):\n                name_node = next((c for c in current.children if c.type == \"identifier\"), None)\n                if name_node:\n                    return name_node.text.decode()\n            current = current.parent\n        return None\n        \n    def _find_containing_class(self, node, top_level_nodes):\n        \"\"\"Find the component ID of the containing class.\"\"\"\n        class_name = self._find_containing_class_name(node)\n        if class_name and class_name in top_level_nodes:\n             return self._get_component_id(class_name)\n        return None\n\n    def _find_containing_method(self, node):\n        \"\"\"Find the component ID of the containing function/method.\"\"\"\n        current = node.parent\n        while current:\n            if current.type == \"function_declaration\":\n                method_name = self._get_identifier_name(current)\n                class_name = self._find_containing_class_name(current)\n                if method_name:\n                    if class_name:\n                        return self._get_component_id(f\"{class_name}.{method_name}\")\n                    return self._get_component_id(method_name)\n            current = current.parent\n        return None\n\n    def _find_variable_type(self, node, variable_name: str, top_level_nodes) -> Optional[str]:\n        \"\"\"\n        Try to resolve the type of a variable by searching local declarations,\n        function parameters, constructor parameters, and class properties.\n        \"\"\"\n        func_node = node.parent\n        while func_node and func_node.type != \"function_declaration\":\n            func_node = func_node.parent\n        \n        if func_node:\n            params_node = next(\n                (c for c in func_node.children if c.type == \"function_value_parameters\"), None\n            )\n            if params_node:\n                for param in params_node.children:\n                    if param.type == \"parameter\":\n                        param_name_node = next(\n                            (c for c in param.children if c.type == \"identifier\"), None\n                        )\n                        if param_name_node and param_name_node.text.decode() == variable_name:\n                            type_node = next(\n                                (c for c in param.children if c.type in (\"user_type\", \"nullable_type\")), None\n                            )\n                            if type_node:\n                                return self._get_type_name(type_node)\n            \n            body_node = next(\n                (c for c in func_node.children if c.type == \"function_body\"), None\n            )\n            if body_node:\n                block = next((c for c in body_node.children if c.type == \"block\"), None)\n                if block:\n                    result = self._search_variable_declaration(block, variable_name)\n                    if result:\n                        return result\n        \n        class_node = node.parent\n        while class_node and class_node.type not in (\"class_declaration\", \"object_declaration\"):\n            class_node = class_node.parent\n            \n        if class_node:\n            primary_ctor = next(\n                (c for c in class_node.children if c.type == \"primary_constructor\"), None\n            )\n            if primary_ctor:\n                class_params = next(\n                    (c for c in primary_ctor.children if c.type == \"class_parameters\"), None\n                )\n                if class_params:\n                    for param in class_params.children:\n                        if param.type == \"class_parameter\":\n                            param_name = next(\n                                (c for c in param.children if c.type == \"identifier\"), None\n                            )\n                            if param_name and param_name.text.decode() == variable_name:\n                                type_node = next(\n                                    (c for c in param.children if c.type in (\"user_type\", \"nullable_type\")), None\n                                )\n                                if type_node:\n                                    return self._get_type_name(type_node)\n            \n            class_body = next(\n                (c for c in class_node.children if c.type in (\"class_body\", \"enum_class_body\")), None\n            )\n            if class_body:\n                for body_child in class_body.children:\n                    if body_child.type == \"property_declaration\":\n                        var_decl = next(\n                            (c for c in body_child.children if c.type == \"variable_declaration\"), None\n                        )\n                        if var_decl:\n                            prop_name = next(\n                                (c for c in var_decl.children if c.type == \"identifier\"), None\n                            )\n                            if prop_name and prop_name.text.decode() == variable_name:\n                                type_node = next(\n                                    (c for c in var_decl.children if c.type in (\"user_type\", \"nullable_type\")), None\n                                )\n                                if type_node:\n                                    return self._get_type_name(type_node)\n        \n        return None\n    \n    def _search_variable_declaration(self, block_node, variable_name: str) -> Optional[str]:\n        \"\"\"Search for a local variable declaration with explicit type annotation in a block.\"\"\"\n        for child in block_node.children:\n            if child.type == \"property_declaration\":\n                var_decl = next(\n                    (c for c in child.children if c.type == \"variable_declaration\"), None\n                )\n                if var_decl:\n                    name_node = next(\n                        (c for c in var_decl.children if c.type == \"identifier\"), None\n                    )\n                    if name_node and name_node.text.decode() == variable_name:\n                        type_node = next(\n                            (c for c in var_decl.children if c.type in (\"user_type\", \"nullable_type\")), None\n                        )\n                        if type_node:\n                            return self._get_type_name(type_node)\n                        \n                        init_expr = next(\n                            (c for c in child.children if c.type == \"call_expression\"), None\n                        )\n                        if init_expr:\n                            call_id = next(\n                                (c for c in init_expr.children if c.type == \"identifier\"), None\n                            )\n                            if call_id:\n                                inferred = call_id.text.decode()\n                                if inferred and inferred[0].isupper():\n                                    return inferred\n            \n            elif child.type == \"block\":\n                result = self._search_variable_declaration(child, variable_name)\n                if result:\n                    return result\n        \n        return None",
     "start_line": 13,
@@ -3818,10 +4096,10 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/php.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/php.py",
     "depends_on": [
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
       "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
       "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+      "codewiki/cli/utils/errors.py::warning"
     ],
     "source_code": "class TreeSitterPHPAnalyzer:\n    \"\"\"Analyzes PHP files using tree-sitter to extract nodes and relationships.\"\"\"\n\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self.namespace_resolver = NamespaceResolver()\n        self._top_level_nodes: Dict[str, Node] = {}\n\n        # Check if this is a template file that should be skipped\n        if self._is_template_file():\n            logger.debug(f\"Skipping template file: {file_path}\")\n            return\n\n        self._analyze()\n\n    def _is_template_file(self) -> bool:\n        \"\"\"Check if file is a PHP template that should be skipped.\"\"\"\n        file_str = str(self.file_path)\n\n        # Check extension patterns\n        for pattern in TEMPLATE_PATTERNS:\n            if file_str.endswith(pattern):\n                return True\n\n        # Check directory patterns\n        for dir_pattern in TEMPLATE_DIRECTORIES:\n            if f\"/{dir_pattern}/\" in file_str or f\"\\\\{dir_pattern}\\\\\" in file_str:\n                return True\n\n        return False\n\n    def _get_module_path(self) -> str:\n        \"\"\"Get module path for the file.\"\"\"\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n\n        # Remove .php extension\n        for ext in ['.php', '.phtml', '.inc']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n\n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        return str(self.file_path)\n\n    def _get_component_id(self, name: str, parent_class: str = None) -> str:\n        \"\"\"Generate component ID for a node.\"\"\"\n        rel_path = self._get_relative_path()\n        if parent_class:\n            return f\"{rel_path}::{parent_class}.{name}\"\n        return f\"{rel_path}::{name}\"\n\n    def _analyze(self):\n        \"\"\"Parse and analyze the PHP file.\"\"\"\n        try:\n            # Use language_php for mixed PHP/HTML files (most common)\n            php_lang_capsule = tree_sitter_php.language_php()\n            php_language = Language(php_lang_capsule)\n            parser = Parser(php_language)\n\n            tree = parser.parse(bytes(self.content, \"utf8\"))\n            root = tree.root_node\n            lines = self.content.splitlines()\n\n            # First pass: extract namespace and use statements\n            self._extract_namespace_info(root)\n\n            # Second pass: extract nodes\n            self._extract_nodes(root, lines, depth=0)\n\n            # Third pass: extract relationships\n            self._extract_relationships(root, depth=0)\n\n        except RecursionError:\n            logger.warning(f\"Max recursion depth exceeded in {self.file_path}\")\n        except Exception as e:\n            logger.error(f\"Error parsing PHP file {self.file_path}: {e}\")\n\n    def _extract_namespace_info(self, node, depth: int = 0):\n        \"\"\"Extract namespace and use statements from the AST.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            return\n\n        if node.type == \"namespace_definition\":\n            # Get namespace name\n            name_node = self._find_child_by_type(node, \"namespace_name\")\n            if name_node:\n                self.namespace_resolver.register_namespace(name_node.text.decode())\n\n        elif node.type == \"namespace_use_declaration\":\n            self._extract_use_statement(node)\n\n        for child in node.children:\n            self._extract_namespace_info(child, depth + 1)\n\n    def _extract_use_statement(self, node):\n        \"\"\"Extract use statement(s) from a namespace_use_declaration node.\"\"\"\n        # Handle group use: use App\\{User, Post};\n        group_node = self._find_child_by_type(node, \"namespace_use_group\")\n        if group_node:\n            prefix_node = self._find_child_by_type(node, \"namespace_name\")\n            prefix = prefix_node.text.decode() if prefix_node else \"\"\n\n            for child in group_node.children:\n                if child.type == \"namespace_use_group_clause\":\n                    name_node = self._find_child_by_type(child, \"namespace_name\")\n                    alias_node = self._find_child_by_type(child, \"namespace_aliasing_clause\")\n\n                    if name_node:\n                        fqn = f\"{prefix}\\\\{name_node.text.decode()}\" if prefix else name_node.text.decode()\n                        alias = None\n                        if alias_node:\n                            alias_name = self._find_child_by_type(alias_node, \"name\")\n                            if alias_name:\n                                alias = alias_name.text.decode()\n                        self.namespace_resolver.register_use(fqn, alias)\n        else:\n            # Handle simple use: use App\\User; or use App\\User as U;\n            for child in node.children:\n                if child.type == \"namespace_use_clause\":\n                    name_node = self._find_child_by_type(child, \"qualified_name\") or \\\n                                self._find_child_by_type(child, \"namespace_name\")\n                    alias_node = self._find_child_by_type(child, \"namespace_aliasing_clause\")\n\n                    if name_node:\n                        fqn = name_node.text.decode()\n                        alias = None\n                        if alias_node:\n                            alias_name = self._find_child_by_type(alias_node, \"name\")\n                            if alias_name:\n                                alias = alias_name.text.decode()\n                        self.namespace_resolver.register_use(fqn, alias)\n\n    def _extract_nodes(self, node, lines: List[str], depth: int = 0, parent_class: str = None):\n        \"\"\"Extract class, interface, trait, enum, function, and method nodes.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            logger.warning(f\"Max recursion depth reached in {self.file_path}\")\n            return\n\n        node_type = None\n        node_name = None\n        docstring = \"\"\n\n        # Get preceding docstring (PHPDoc)\n        docstring = self._get_preceding_docstring(node, lines)\n\n        if node.type == \"class_declaration\":\n            # Check for abstract class\n            is_abstract = any(\n                c.type == \"abstract_modifier\" or\n                (c.type == \"modifier\" and c.text.decode() == \"abstract\")\n                for c in node.children\n            )\n            node_type = \"abstract class\" if is_abstract else \"class\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"interface_declaration\":\n            node_type = \"interface\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"trait_declaration\":\n            node_type = \"trait\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"enum_declaration\":\n            node_type = \"enum\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"function_definition\":\n            node_type = \"function\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"method_declaration\":\n            node_type = \"method\"\n            name_node = self._find_child_by_type(node, \"name\")\n            if name_node:\n                method_name = name_node.text.decode()\n                containing_class = parent_class or self._find_containing_class_name(node)\n                if containing_class:\n                    node_name = f\"{containing_class}.{method_name}\"\n                else:\n                    node_name = method_name\n\n        if node_type and node_name:\n            component_id = self._get_component_id(node_name)\n            relative_path = self._get_relative_path()\n\n            # Extract parameters for functions/methods\n            parameters = None\n            if node_type in (\"function\", \"method\"):\n                parameters = self._extract_parameters(node)\n\n            # Extract base classes for classes\n            base_classes = None\n            if node_type in (\"class\", \"abstract class\"):\n                base_classes = self._extract_base_classes(node)\n\n            node_obj = Node(\n                id=component_id,\n                name=node_name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n                start_line=node.start_point[0] + 1,\n                end_line=node.end_point[0] + 1,\n                has_docstring=bool(docstring),\n                docstring=docstring,\n                parameters=parameters,\n                node_type=node_type,\n                base_classes=base_classes,\n                class_name=parent_class,\n                display_name=f\"{node_type} {node_name}\",\n                component_id=component_id\n            )\n            self.nodes.append(node_obj)\n            self._top_level_nodes[node_name] = node_obj\n\n            # Track current class for method extraction\n            if node_type in (\"class\", \"abstract class\", \"interface\", \"trait\", \"enum\"):\n                parent_class = node_name\n\n        # Recursively process children\n        for child in node.children:\n            self._extract_nodes(child, lines, depth + 1, parent_class)\n\n    def _extract_relationships(self, node, depth: int = 0):\n        \"\"\"Extract dependency relationships from the AST.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            return\n\n        # 1. Use statements (already registered, now create relationships)\n        if node.type == \"namespace_use_declaration\":\n            self._add_use_relationships(node)\n\n        # 2. Class inheritance (extends)\n        if node.type == \"class_declaration\":\n            class_name = self._get_name_from_node(node)\n            base_clause = self._find_child_by_type(node, \"base_clause\")\n            if base_clause and class_name:\n                base_name = self._get_type_from_clause(base_clause)\n                if base_name and not self._is_primitive(base_name):\n                    resolved_base = self.namespace_resolver.resolve(base_name)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(class_name),\n                        callee=resolved_base.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 3. Interface implementation (implements)\n        if node.type in (\"class_declaration\", \"enum_declaration\"):\n            implementer_name = self._get_name_from_node(node)\n            interface_clause = self._find_child_by_type(node, \"class_interface_clause\")\n            if interface_clause and implementer_name:\n                for child in interface_clause.children:\n                    if child.type in (\"name\", \"qualified_name\"):\n                        interface_name = child.text.decode()\n                        if not self._is_primitive(interface_name):\n                            resolved_interface = self.namespace_resolver.resolve(interface_name)\n                            self.call_relationships.append(CallRelationship(\n                                caller=self._get_component_id(implementer_name),\n                                callee=resolved_interface.replace(\"\\\\\", \".\"),\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            ))\n\n        # 4. Object creation (new)\n        if node.type == \"object_creation_expression\":\n            containing_class = self._find_containing_class_name(node)\n            type_node = self._find_child_by_type(node, \"name\") or \\\n                       self._find_child_by_type(node, \"qualified_name\")\n            if type_node:\n                created_type = type_node.text.decode()\n                if not self._is_primitive(created_type) and containing_class:\n                    resolved_type = self.namespace_resolver.resolve(created_type)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_type.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 5. Static method calls (::)\n        if node.type == \"scoped_call_expression\":\n            containing_class = self._find_containing_class_name(node)\n            scope_node = self._find_child_by_type(node, \"name\") or \\\n                        self._find_child_by_type(node, \"qualified_name\")\n            if scope_node and containing_class:\n                target_class = scope_node.text.decode()\n                if not self._is_primitive(target_class):\n                    resolved_target = self.namespace_resolver.resolve(target_class)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_target.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 6. Property promotion in constructor (PHP 8+)\n        if node.type == \"property_promotion_parameter\":\n            containing_class = self._find_containing_class_name(node)\n            type_node = self._find_child_by_type(node, \"type_list\") or \\\n                       self._find_child_by_type(node, \"named_type\")\n            if type_node and containing_class:\n                type_name = self._extract_type_name(type_node)\n                if type_name and not self._is_primitive(type_name):\n                    resolved_type = self.namespace_resolver.resolve(type_name)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_type.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # Recursively process children\n        for child in node.children:\n            self._extract_relationships(child, depth + 1)\n\n    def _add_use_relationships(self, node):\n        \"\"\"Add relationships for use statements.\"\"\"\n        # Get all use clauses from the declaration\n        for child in node.children:\n            if child.type == \"namespace_use_clause\":\n                name_node = self._find_child_by_type(child, \"qualified_name\") or \\\n                           self._find_child_by_type(child, \"namespace_name\")\n                if name_node:\n                    fqn = name_node.text.decode().replace(\"\\\\\", \".\")\n                    # Add relationship from file to imported class\n                    file_id = self._get_relative_path()\n                    self.call_relationships.append(CallRelationship(\n                        caller=file_id,\n                        callee=fqn,\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n            elif child.type == \"namespace_use_group\":\n                prefix_node = self._find_child_by_type(node, \"namespace_name\")\n                prefix = prefix_node.text.decode() if prefix_node else \"\"\n\n                for group_child in child.children:\n                    if group_child.type == \"namespace_use_group_clause\":\n                        name_node = self._find_child_by_type(group_child, \"namespace_name\")\n                        if name_node:\n                            fqn = f\"{prefix}\\\\{name_node.text.decode()}\" if prefix else name_node.text.decode()\n                            file_id = self._get_relative_path()\n                            self.call_relationships.append(CallRelationship(\n                                caller=file_id,\n                                callee=fqn.replace(\"\\\\\", \".\"),\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            ))\n\n    def _find_child_by_type(self, node, child_type: str):\n        \"\"\"Find first child of a specific type.\"\"\"\n        for child in node.children:\n            if child.type == child_type:\n                return child\n        return None\n\n    def _get_name_from_node(self, node) -> Optional[str]:\n        \"\"\"Get name from a declaration node.\"\"\"\n        name_node = self._find_child_by_type(node, \"name\")\n        return name_node.text.decode() if name_node else None\n\n    def _get_type_from_clause(self, clause_node) -> Optional[str]:\n        \"\"\"Extract type name from a base_clause or interface_clause.\"\"\"\n        for child in clause_node.children:\n            if child.type in (\"name\", \"qualified_name\"):\n                return child.text.decode()\n        return None\n\n    def _extract_type_name(self, type_node) -> Optional[str]:\n        \"\"\"Extract type name from a type node.\"\"\"\n        if type_node.type == \"named_type\":\n            name_node = self._find_child_by_type(type_node, \"name\") or \\\n                       self._find_child_by_type(type_node, \"qualified_name\")\n            if name_node:\n                return name_node.text.decode()\n        elif type_node.type in (\"name\", \"qualified_name\"):\n            return type_node.text.decode()\n        elif type_node.type == \"type_list\":\n            # Get first type from union/intersection\n            for child in type_node.children:\n                if child.type == \"named_type\":\n                    return self._extract_type_name(child)\n        return type_node.text.decode() if hasattr(type_node, 'text') else None\n\n    def _find_containing_class_name(self, node) -> Optional[str]:\n        \"\"\"Find the name of the containing class/interface/trait/enum.\"\"\"\n        current = node.parent\n        while current:\n            if current.type in (\"class_declaration\", \"interface_declaration\",\n                               \"trait_declaration\", \"enum_declaration\"):\n                name_node = self._find_child_by_type(current, \"name\")\n                if name_node:\n                    return name_node.text.decode()\n            current = current.parent\n        return None\n\n    def _get_preceding_docstring(self, node, lines: List[str]) -> str:\n        \"\"\"Extract PHPDoc comment preceding a node.\"\"\"\n        if node.start_point[0] == 0:\n            return \"\"\n\n        # Look at previous sibling or check lines before\n        prev_sibling = node.prev_named_sibling\n        if prev_sibling and prev_sibling.type == \"comment\":\n            comment_text = prev_sibling.text.decode()\n            if comment_text.startswith(\"/**\"):\n                return comment_text\n\n        # Check lines directly before the node\n        start_line = node.start_point[0]\n        if start_line > 0:\n            for i in range(start_line - 1, max(0, start_line - 10), -1):\n                line = lines[i].strip() if i < len(lines) else \"\"\n                if line.endswith(\"*/\"):\n                    # Found end of docblock, now find start\n                    docblock_lines = []\n                    for j in range(i, max(0, i - 50), -1):\n                        docblock_lines.insert(0, lines[j] if j < len(lines) else \"\")\n                        if \"/**\" in (lines[j] if j < len(lines) else \"\"):\n                            return \"\\n\".join(docblock_lines)\n                elif line and not line.startswith(\"*\") and not line.startswith(\"/**\"):\n                    break\n\n        return \"\"\n\n    def _extract_parameters(self, node) -> Optional[List[str]]:\n        \"\"\"Extract function/method parameters as list of strings.\"\"\"\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            params = []\n            for child in params_node.children:\n                if child.type in (\"simple_parameter\", \"property_promotion_parameter\", \"variadic_parameter\"):\n                    # Get the variable name\n                    var_node = self._find_child_by_type(child, \"variable_name\")\n                    if var_node:\n                        param_text = var_node.text.decode()\n                        # Get type if present\n                        type_node = self._find_child_by_type(child, \"named_type\") or \\\n                                   self._find_child_by_type(child, \"primitive_type\")\n                        if type_node:\n                            param_text = f\"{type_node.text.decode()} {param_text}\"\n                        params.append(param_text)\n            return params if params else None\n        return None\n\n    def _extract_base_classes(self, node) -> Optional[List[str]]:\n        \"\"\"Extract base class names from a class declaration.\"\"\"\n        base_classes = []\n\n        base_clause = self._find_child_by_type(node, \"base_clause\")\n        if base_clause:\n            for child in base_clause.children:\n                if child.type in (\"name\", \"qualified_name\"):\n                    base_classes.append(child.text.decode())\n\n        interface_clause = self._find_child_by_type(node, \"class_interface_clause\")\n        if interface_clause:\n            for child in interface_clause.children:\n                if child.type in (\"name\", \"qualified_name\"):\n                    base_classes.append(child.text.decode())\n\n        return base_classes if base_classes else None\n\n    def _is_primitive(self, type_name: str) -> bool:\n        \"\"\"Check if type is a PHP primitive or built-in type.\"\"\"\n        if not type_name:\n            return True\n        # Remove leading backslash and check\n        clean_name = type_name.lstrip(\"\\\\\").split(\"\\\\\")[-1]\n        return clean_name.lower() in {p.lower() for p in PHP_PRIMITIVES}",
     "start_line": 87,
@@ -3925,8 +4203,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship"
+      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
     ],
     "source_code": "class TreeSitterTSAnalyzer:\n\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        \n        self.top_level_nodes = {}\n\n        try:\n            language_capsule = tree_sitter_typescript.language_typescript()\n            self.ts_language = Language(language_capsule)\n            self.parser = Parser(self.ts_language)\n\n        except Exception as e:\n            logger.error(f\"Failed to initialize TypeScript parser: {e}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            self.parser = None\n            self.ts_language = None\n\n    def analyze(self) -> None:\n        if self.parser is None:\n            logger.debug(f\"Skipping {self.file_path} - parser initialization failed\")\n            return\n\n        try:\n            tree = self.parser.parse(bytes(self.content, \"utf8\"))\n            root_node = tree.root_node\n\n            logger.debug(f\"Parsed AST with root node type: {root_node.type}\")\n\n            all_entities = {}  \n            self._extract_all_entities(root_node, all_entities)\n            \n            self._filter_top_level_declarations(all_entities)\n            \n            self._extract_all_relationships(root_node, all_entities)\n\n        except Exception as e:\n            logger.error(f\"Error analyzing TypeScript file {self.file_path}: {e}\", exc_info=True)\n\n    def _extract_all_entities(self, node, all_entities: dict, depth=0) -> None:\n        entity = None\n        entity_name = None\n        \n        if node.type == \"function_declaration\":\n            entity = self._extract_function_entity(node, \"function\", depth)\n        elif node.type == \"generator_function_declaration\":\n            entity = self._extract_function_entity(node, \"generator_function\", depth)\n        elif node.type == \"arrow_function\":\n            entity = self._extract_arrow_function_entity(node, depth)\n        elif node.type == \"method_definition\":\n            entity = self._extract_method_entity(node, depth)\n        elif node.type == \"class_declaration\":\n            entity = self._extract_class_entity(node, \"class\", depth)\n        elif node.type == \"abstract_class_declaration\":\n            entity = self._extract_class_entity(node, \"abstract_class\", depth)\n        elif node.type == \"interface_declaration\":\n            entity = self._extract_interface_entity(node, depth)\n        elif node.type == \"type_alias_declaration\":\n            entity = self._extract_type_alias_entity(node, depth)\n        elif node.type == \"enum_declaration\":\n            entity = self._extract_enum_entity(node, depth)\n        elif node.type == \"variable_declarator\":\n            entity = self._extract_variable_entity(node, depth)\n        elif node.type == \"export_statement\":\n            entity = self._extract_export_statement_entity(node, depth)\n        elif node.type == \"lexical_declaration\":\n            entity = self._extract_lexical_declaration_entity(node, depth)\n        elif node.type == \"variable_declaration\":\n            entity = self._extract_variable_declaration_entity(node, depth)\n        elif node.type == \"ambient_declaration\":\n            entity = self._extract_ambient_declaration_entity(node, depth)\n        \n        if entity and entity.get('name'):\n            entity_name = entity['name']\n            entity['depth'] = depth  \n            entity['node'] = node   \n            entity['parent_context'] = self._get_parent_context(node)  \n            all_entities[entity_name] = entity\n        \n        for child in node.children:\n            self._extract_all_entities(child, all_entities, depth + 1)\n    \n    def _filter_top_level_declarations(self, all_entities: dict) -> None:\n        for entity_name, entity_data in all_entities.items():\n            if self._is_actually_top_level(entity_data):\n                node_obj = self._create_node_from_entity(entity_data)\n                if node_obj and self._should_include_node(node_obj):\n                    self.nodes.append(node_obj)\n                    self.top_level_nodes[entity_name] = node_obj\n                        \n                    if entity_data[\"type\"] in [\"class_declaration\", \"abstract_class_declaration\"]:\n                        self._extract_constructor_dependencies(entity_data[\"node\"], entity_name)\n    \n    def _is_actually_top_level(self, entity_data: dict) -> bool:\n        node = entity_data.get('node')\n        if not node or not node.parent:\n            return True\n        \n        entity_type = entity_data.get('type')\n        if self._is_inside_function_body(node):\n            return False\n        \n        current = node.parent\n        while current:\n            parent_type = current.type\n            \n            if parent_type == \"program\":\n                return True\n            \n            if parent_type == \"export_statement\":\n                return True\n                \n            if parent_type == \"ambient_declaration\":\n                return True\n                \n            if parent_type == \"module\":\n                return True\n                \n            if parent_type == \"statement_block\":\n                grandparent = current.parent\n                if grandparent and grandparent.type in [\"module\", \"ambient_declaration\"]:\n                    return True\n            \n            current = current.parent\n        \n        return False\n    \n    def _is_inside_function_body(self, node) -> bool:\n        current = node.parent\n        while current:\n            if current.type == \"statement_block\":\n                if current.parent and current.parent.type in [\n                    \"function_declaration\", \"generator_function_declaration\", \n                    \"arrow_function\", \"function_expression\", \"method_definition\"\n                ]:\n                    return True\n            current = current.parent\n        return False\n\n    def _extract_ambient_declaration_entity(self, node, depth: int) -> dict:\n        name = \"\"\n        for child in node.children:\n            if child.type == \"module\":\n                for grandchild in child.children:\n                    if grandchild.type == \"string\":\n                        name = self._get_node_text(grandchild).strip(\"'\\\"\")\n                        break\n                break\n            elif child.type == \"namespace\":\n                name = self._get_node_text(child.children[1]) if len(child.children) > 1 else \"unknown_namespace\"\n                break\n        \n        return {\n            'name': f\"{name}\",\n            'type': 'ambient_declaration',\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'parameters': [],\n            'return_type': None,\n            'modifiers': ['ambient'],\n            'complexity': 1\n        }\n    \n    def _get_parent_context(self, node) -> str:\n        \"\"\"Get the parent context of a node for better top-level detection\"\"\"\n        if not node.parent:\n            return \"root\"\n        \n        parent_type = node.parent.type\n        if parent_type in [\"program\", \"source_file\"]:\n            return \"program\"\n        elif parent_type == \"export_statement\":\n            return \"export\"\n        elif parent_type == \"ambient_declaration\":\n            return \"ambient\"\n        elif parent_type == \"module\":\n            return \"module\"\n        elif parent_type == \"statement_block\":\n            if node.parent.parent and node.parent.parent.type in [\"module\", \"ambient_declaration\"]:\n                return \"module_block\"\n            return \"statement_block\"\n    def _extract_function_entity(self, node, func_type: str, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        func_name = self._get_node_text(name_node)\n        parameters = self._extract_parameters(node)\n        code_snippet = self._get_node_text(node)\n        \n        is_async = \"async\" in code_snippet.split(\"function\")[0] if \"function\" in code_snippet else False\n        display_name = f\"{'async ' if is_async else ''}{func_type} {func_name}\"\n        \n        return {\n            'name': func_name,\n            'type': 'function',\n            'subtype': func_type,\n            'parameters': parameters,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'is_async': is_async\n        }\n    \n    def _extract_arrow_function_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract arrow function\"\"\"\n        parent = node.parent\n        if parent and parent.type == \"variable_declarator\":\n            name_node = self._find_child_by_type(parent, \"identifier\")\n            if name_node:\n                func_name = self._get_node_text(name_node)\n                parameters = self._extract_parameters(node)\n                code_snippet = self._get_node_text(parent)\n                \n                is_async = \"async\" in code_snippet.split(\"=\")[0] if \"=\" in code_snippet else False\n                display_name = f\"{'async ' if is_async else ''}arrow function {func_name}\"\n                \n                return {\n                    'name': func_name,\n                    'type': 'function',\n                    'subtype': 'arrow_function',\n                    'parameters': parameters,\n                    'code_snippet': code_snippet,\n                    'display_name': display_name,\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'is_async': is_async\n                }\n        return None\n    \n    def _extract_method_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract method entity (at any depth).\"\"\"\n        name_node = self._find_child_by_type(node, \"property_identifier\")\n        if not name_node:\n            return None\n        \n        method_name = self._get_node_text(name_node)\n        parameters = self._extract_parameters(node)\n        code_snippet = self._get_node_text(node)\n        \n        is_async = \"async\" in code_snippet\n        is_static = \"static\" in code_snippet\n        \n        display_name = f\"{'static ' if is_static else ''}{'async ' if is_async else ''}method {method_name}\"\n        \n        return {\n            'name': method_name,\n            'type': 'function',\n            'subtype': 'method',\n            'parameters': parameters,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'is_async': is_async,\n            'is_static': is_static\n        }\n    \n    def _extract_class_entity(self, node, class_type: str, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        class_name = self._get_node_text(name_node)\n        base_classes = self._extract_inheritance(node)\n        code_snippet = self._get_node_text(node)\n        \n        display_name = f\"{class_type} {class_name}\"\n        if base_classes:\n            display_name += f\" extends {', '.join(base_classes)}\"\n        \n        return {\n            'name': class_name,\n            'type': 'class',\n            'subtype': class_type,\n            'base_classes': base_classes,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_interface_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\")\n        if not name_node:\n            return None\n        \n        interface_name = self._get_node_text(name_node)\n        base_classes = self._extract_inheritance(node)\n        code_snippet = self._get_node_text(node)\n        \n        display_name = f\"interface {interface_name}\"\n        if base_classes:\n            display_name += f\" extends {', '.join(base_classes)}\"\n        \n        return {\n            'name': interface_name,\n            'type': 'interface',\n            'subtype': 'interface',\n            'base_classes': base_classes,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_type_alias_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\")\n        if not name_node:\n            return None\n        \n        type_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        return {\n            'name': type_name,\n            'type': 'type',\n            'subtype': 'type_alias',\n            'code_snippet': code_snippet,\n            'display_name': f\"type {type_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_enum_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        enum_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        return {\n            'name': enum_name,\n            'type': 'enum',\n            'subtype': 'enum',\n            'code_snippet': code_snippet,\n            'display_name': f\"enum {enum_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_variable_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        has_function = self._find_child_by_type(node, \"arrow_function\") or self._find_child_by_type(node, \"function_expression\")\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': 'variable',\n            'code_snippet': code_snippet,\n            'display_name': f\"variable {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function)\n        }\n    \n    def _extract_export_statement_entity(self, node, depth: int) -> dict:\n        code_snippet = self._get_node_text(node)\n        \n        func_decl = self._find_child_by_type(node, \"function_declaration\")\n        class_decl = self._find_child_by_type(node, \"class_declaration\")\n        interface_decl = self._find_child_by_type(node, \"interface_declaration\")\n        lexical_decl = self._find_child_by_type(node, \"lexical_declaration\")\n        \n        if func_decl:\n            name_node = self._find_child_by_type(func_decl, \"identifier\")\n            if name_node:\n                func_name = self._get_node_text(name_node)\n                return {\n                    'name': func_name,  \n                    'type': 'function',  \n                    'subtype': 'export_function',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export function {func_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'parameters': self._extract_parameters(func_decl),\n                    'is_export': True\n                }\n        elif class_decl:\n            name_node = self._find_child_by_type(class_decl, \"type_identifier\")\n            if name_node:\n                class_name = self._get_node_text(name_node)\n                return {\n                    'name': class_name,  \n                    'type': 'class',  \n                    'subtype': 'export_class',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export class {class_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'base_classes': self._extract_inheritance(class_decl),\n                    'is_export': True\n                }\n        elif interface_decl:\n            name_node = self._find_child_by_type(interface_decl, \"type_identifier\")\n            if name_node:\n                interface_name = self._get_node_text(name_node)\n                return {\n                    'name': interface_name,  \n                    'type': 'interface',  \n                    'subtype': 'export_interface',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export interface {interface_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'base_classes': self._extract_inheritance(interface_decl),\n                    'is_export': True\n                }\n        elif lexical_decl:\n            var_declarator = self._find_child_by_type(lexical_decl, \"variable_declarator\")\n            if var_declarator:\n                name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                func_expr = self._find_child_by_type(var_declarator, \"arrow_function\") or self._find_child_by_type(var_declarator, \"function_expression\")\n                if name_node and func_expr:\n                    var_name = self._get_node_text(name_node)\n                    return {\n                        'name': var_name,\n                        'type': 'function',\n                        'subtype': 'export_arrow_function',\n                        'code_snippet': code_snippet,\n                        'display_name': f\"export const {var_name}\",\n                        'start_line': node.start_point[0] + 1,\n                        'end_line': node.end_point[0] + 1,\n                        'parameters': self._extract_parameters(func_expr),\n                        'is_export': True\n                    }\n        \n        default_keyword = None\n        call_expr = None\n        for child in node.children:\n            if child.type == \"default\":\n                default_keyword = child\n            elif child.type == \"call_expression\":\n                call_expr = child\n        \n        if default_keyword and call_expr:\n            callee = call_expr.children[0] if call_expr.children else None\n            if callee:\n                callee_name = self._get_node_text(callee)\n                return {\n                    'name': callee_name,\n                    'type': 'function',\n                    'subtype': 'export_default_call',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export default {callee_name}(...)\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'parameters': [],\n                    'is_export': True\n                }\n        \n        return None \n    \n    def _extract_lexical_declaration_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract lexical declaration entity (const/let).\"\"\"\n        # Find the variable declarator\n        var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n        if not var_declarator:\n            return None\n        \n        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        # Check declaration type (const/let)\n        decl_type = \"const\" if \"const\" in code_snippet else \"let\"\n        \n        has_function = (self._find_child_by_type(var_declarator, \"arrow_function\") or \n                       self._find_child_by_type(var_declarator, \"function_expression\"))\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': f'{decl_type}_declaration',\n            'code_snippet': code_snippet,\n            'display_name': f\"{decl_type} {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function),\n            'declaration_type': decl_type\n        }\n    \n    def _extract_variable_declaration_entity(self, node, depth: int) -> dict:\n        var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n        if not var_declarator:\n            return None\n        \n        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        has_function = (self._find_child_by_type(var_declarator, \"arrow_function\") or \n                       self._find_child_by_type(var_declarator, \"function_expression\"))\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': 'var_declaration',\n            'code_snippet': code_snippet,\n            'display_name': f\"var {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function),\n            'declaration_type': 'var'\n        }\n    \n    def _create_node_from_entity(self, entity_data: dict) -> Optional[Node]:\n        \"\"\"Create Node object from entity data.\"\"\"\n        try:\n            component_type = entity_data['type']\n            name = entity_data['name']\n            node_type = entity_data.get('subtype', entity_data['type'])\n            \n            component_id = self._get_component_id(name)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=name,\n                component_type=component_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=entity_data['code_snippet'],\n                start_line=entity_data['start_line'],\n                end_line=entity_data['end_line'],\n                has_docstring=False,\n                docstring=\"\",\n                parameters=entity_data.get('parameters', []),\n                node_type=node_type,\n                base_classes=entity_data.get('base_classes'),\n                class_name=None,\n                display_name=entity_data['display_name'],\n                component_id=component_id,\n            )\n        except Exception as e:\n            logger.debug(f\"Error creating node from entity: {e}\")\n            return None\n        \n    def _should_include_node(self, node: Node) -> bool:\n        excluded_names = {\"constructor\", \"__proto__\", \"prototype\"}\n        \n        if node.component_type == \"variable\":\n            return False\n        \n        return node.name.lower() not in excluded_names\n\n    def _extract_constructor_dependencies(self, class_node, class_name: str) -> None:\n        \"\"\"Extract dependencies from constructor parameters.\"\"\"\n        try:\n            class_body = self._find_child_by_type(class_node, \"class_body\")\n            if not class_body:\n                return\n                \n            for child in class_body.children:\n                if child.type == \"method_definition\":\n                    property_name = self._find_child_by_type(child, \"property_identifier\")\n                    if property_name and self._get_node_text(property_name) == \"constructor\":\n                        # Extract parameter types\n                        formal_params = self._find_child_by_type(child, \"formal_parameters\")\n                        if formal_params:\n                            self._extract_parameter_dependencies(formal_params, class_name)\n                        break\n        except Exception as e:\n            logger.debug(f\"Error extracting constructor dependencies: {e}\")\n\n    def _extract_parameter_dependencies(self, formal_params, caller_name: str) -> None:\n        try:\n            for child in formal_params.children:\n                if child.type in [\"required_parameter\", \"optional_parameter\"]:\n                    type_annotation = self._find_child_by_type(child, \"type_annotation\")\n                    if type_annotation:\n                        type_id = self._find_child_by_type(type_annotation, \"type_identifier\")\n                        if type_id:\n                            dependency_name = self._get_node_text(type_id)\n                            if dependency_name and dependency_name != caller_name:\n                                caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n                                callee_id = f\"{self._get_relative_path()}::{dependency_name}\"\n                                \n                                relationship = CallRelationship(\n                                    caller=caller_id,\n                                    callee=callee_id,\n                                    call_line=child.start_point[0] + 1,\n                                    is_resolved=False\n                                )\n                                \n                                self._add_relationship(relationship)\n        except Exception as e:\n            logger.debug(f\"Error extracting parameter dependencies: {e}\")\n\n\n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.ts', '.tsx', '.js', '.jsx', '.mjs', '.cjs']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n\n    def _get_component_id(self, name: str) -> str:\n        return f\"{self._get_relative_path()}::{name}\"\n\n    def _extract_inheritance(self, node) -> List[str]:\n        \"\"\"Extract inheritance/implementation relationships.\"\"\"\n        base_classes = []\n        \n        extends_clause = self._find_child_by_type(node, \"extends_clause\")\n        if extends_clause:\n            for child in extends_clause.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_classes.append(self._get_node_text(child))\n        \n        implements_clause = self._find_child_by_type(node, \"implements_clause\")  \n        if implements_clause:\n            for child in implements_clause.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_classes.append(self._get_node_text(child))\n        \n        return base_classes\n\n    def _extract_parameters(self, node) -> List[str]:\n        parameters = []\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            for child in params_node.children:\n                if child.type in [\"identifier\", \"required_parameter\", \"optional_parameter\"]:\n                    if child.type == \"identifier\":\n                        parameters.append(self._get_node_text(child))\n                    else:\n                        param_name = self._find_child_by_type(child, \"identifier\")\n                        if param_name:\n                            parameters.append(self._get_node_text(param_name))\n        return parameters\n\n    def _extract_all_relationships(self, node, all_entities: dict) -> None:\n        self._traverse_for_relationships(node, all_entities, current_top_level=None)\n\n    def _traverse_for_relationships(self, node, all_entities: dict, current_top_level: str = None) -> None:\n        if current_top_level is None or self._is_new_top_level(node):\n            new_top_level = self._get_top_level_name(node)\n            if new_top_level and new_top_level in self.top_level_nodes:\n                current_top_level = new_top_level\n\n        \n        if current_top_level:\n            if node.type == \"call_expression\":\n                self._extract_call_relationship(node, current_top_level, all_entities)\n            elif node.type == \"new_expression\":\n                self._extract_new_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"member_expression\":\n                self._extract_member_relationship(node, current_top_level, all_entities)\n            elif node.type == \"subscript_expression\":\n                self._extract_subscript_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"type_annotation\":\n                self._extract_type_relationship(node, current_top_level, all_entities)\n            elif node.type == \"type_arguments\":\n                self._extract_type_arguments_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"extends_clause\":\n                self._extract_inheritance_relationship(node, current_top_level, all_entities)\n            elif node.type == \"implements_clause\":\n                self._extract_inheritance_relationship(node, current_top_level, all_entities)\n\n        for child in node.children:\n            self._traverse_for_relationships(child, all_entities, current_top_level)\n    \n    def _is_new_top_level(self, node) -> bool:\n        return node.type in [\n            \"function_declaration\", \"generator_function_declaration\", \n            \"class_declaration\", \"abstract_class_declaration\",\n            \"interface_declaration\", \"type_alias_declaration\", \"enum_declaration\",\n            \"export_statement\"\n        ]\n    \n    def _get_top_level_name(self, node) -> Optional[str]:\n        result = None\n        if node.type in [\"function_declaration\", \"generator_function_declaration\"]:\n            name_node = self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\", \"type_alias_declaration\"]:\n            name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type == \"enum_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type == \"export_statement\":\n            if self._find_child_by_type(node, \"default\"):\n                call_expr = self._find_child_by_type(node, \"call_expression\")\n                if call_expr:\n                    identifier = self._find_child_by_type(call_expr, \"identifier\")\n                    if identifier:\n                        return self._get_node_text(identifier)\n                return \"default_export\"\n            else:\n                func_decl = self._find_child_by_type(node, \"function_declaration\")\n                class_decl = self._find_child_by_type(node, \"class_declaration\")\n                lexical_decl = self._find_child_by_type(node, \"lexical_declaration\")\n                \n                if func_decl:\n                    name_node = self._find_child_by_type(func_decl, \"identifier\")\n                    if name_node:\n                        result = self._get_node_text(name_node)  \n                elif class_decl:\n                    name_node = self._find_child_by_type(class_decl, \"type_identifier\")\n                    if name_node:\n                        result = self._get_node_text(name_node)  \n                elif lexical_decl:\n                    var_declarator = self._find_child_by_type(lexical_decl, \"variable_declarator\")\n                    if var_declarator:\n                        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                        if name_node:\n                            result = self._get_node_text(name_node)  \n                else:\n                    result = \"unnamed_export\"\n        elif node.type in [\"lexical_declaration\", \"variable_declaration\"]:\n            # const/let/var declarations\n            var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n            if var_declarator:\n                name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                result = self._get_node_text(name_node) if name_node else None\n            else:\n                result = None\n        else:\n            result = None\n        \n        return result\n\n    def _extract_call_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            callee_name = self._extract_callee_name(node)\n            \n            if not callee_name or self._is_builtin_function(callee_name):\n                return\n            \n            call_text = self._get_node_text(node)\n            is_method_call = \"this.\" in call_text or \"super.\" in call_text\n            \n            if is_method_call:\n                current_class = None\n                for entity_name, entity_data in all_entities.items():\n                    if (entity_data.get('type') == 'class' and \n                        caller_name in entity_name): \n                        current_class = entity_name\n                        break\n                \n                if current_class and callee_name in all_entities:\n                    callee_entity = all_entities[callee_name]\n                    if (callee_entity.get('subtype') == 'method' and \n                        callee_name in current_class):\n                        return\n              \n            if callee_name in self.top_level_nodes:\n                self._add_relationship(caller_name, callee_name, call_line)\n            elif callee_name not in all_entities:\n                self._add_relationship(caller_name, callee_name, call_line)\n            elif callee_name in all_entities:\n                entity_data = all_entities[callee_name]\n                if self._is_actually_top_level(entity_data):\n                    self._add_relationship(caller_name, callee_name, call_line)\n                else:\n                    logger.debug(f\"Ignoring nested call: {caller_name} -> {callee_name} (local/nested)\")\n            else:\n                logger.debug(f\"Ignoring unknown call: {caller_name} -> {callee_name}\")\n                \n        except Exception as e:\n            logger.debug(f\"Error extracting call relationship: {e}\")\n\n    def _extract_new_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            if node.children:\n                constructor_node = None\n                for child in node.children:\n                    if child.type not in ['new', 'type_arguments', 'arguments']:\n                        constructor_node = child\n                        break\n                \n                if constructor_node:\n                    constructor_name = self._get_node_text(constructor_node)\n                    \n                    if constructor_name and not self._is_builtin_function(constructor_name):\n                        self._add_relationship(caller_name, constructor_name, call_line)\n\n        except Exception as e:\n            logger.debug(f\"Error extracting new relationship: {e}\")\n\n    def _extract_member_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            property_node = self._find_child_by_type(node, \"property_identifier\")\n            if property_node:\n                property_name = self._get_node_text(property_node)\n                if property_name and not self._is_builtin_function(property_name):\n                    self._add_relationship(caller_name, property_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting member relationship: {e}\")\n\n    def _extract_subscript_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        pass\n\n    def _extract_type_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            type_identifiers = []\n            self._find_all_type_identifiers(node, type_identifiers)\n            \n            call_line = node.start_point[0] + 1\n            \n            for type_node in type_identifiers:\n                type_name = self._get_node_text(type_node)\n                \n                if self._is_builtin_type(type_name):\n                    continue\n                \n                if type_name in all_entities:\n                    target_name = self._resolve_to_top_level(type_name, all_entities)\n                    if target_name and target_name in self.top_level_nodes:\n                        self._add_relationship(caller_name, target_name, call_line)\n                else:\n                    self._add_relationship(caller_name, type_name, call_line)\n                    \n        except Exception as e:\n            logger.debug(f\"Error extracting type relationship: {e}\")\n    \n    def _find_all_type_identifiers(self, node, type_identifiers: list) -> None:\n        if node.type == \"type_identifier\":\n            type_identifiers.append(node)\n        \n        for child in node.children:\n            self._find_all_type_identifiers(child, type_identifiers)\n    \n    def _extract_type_arguments_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            for child in node.children:\n                if child.type == \"type_identifier\":\n                    type_name = self._get_node_text(child)\n                    if type_name in all_entities:\n                        target_name = self._resolve_to_top_level(type_name, all_entities)\n                        if target_name and target_name in self.top_level_nodes:\n                            call_line = node.start_point[0] + 1\n                            self._add_relationship(caller_name, target_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting type arguments relationship: {e}\")\n    \n    def _extract_inheritance_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        \"\"\"Extract inheritance/implementation relationships\"\"\"\n        try:\n            for child in node.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_name = self._get_node_text(child)\n                    if base_name in all_entities:\n                        target_name = self._resolve_to_top_level(base_name, all_entities)\n                        if target_name and target_name in self.top_level_nodes:\n                            call_line = node.start_point[0] + 1\n                            self._add_relationship(caller_name, target_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting inheritance relationship: {e}\")\n\n    def _resolve_to_top_level(self, entity_name: str, all_entities: dict) -> Optional[str]:\n        if entity_name in self.top_level_nodes:\n            return entity_name\n        \n        entity_data = all_entities.get(entity_name)\n        if entity_data and entity_data.get('depth', 0) > 2:\n            return None\n        \n        return entity_name if entity_name in self.top_level_nodes else None\n\n    def _add_relationship(self, caller_name: str, callee_name: str, call_line: int) -> None:\n        caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n        callee_id = f\"{self._get_relative_path()}::{callee_name}\"  \n        \n        relationship = CallRelationship(\n            caller=caller_id,\n            callee=callee_id,\n            call_line=call_line,\n            is_resolved=False,  \n        )\n        self.call_relationships.append(relationship)\n\n    def _extract_callee_name(self, call_node) -> Optional[str]:\n        if call_node.children:\n            callee_node = call_node.children[0]\n\n            if callee_node.type == \"identifier\":\n                return self._get_node_text(callee_node)\n            elif callee_node.type == \"member_expression\":\n                return self._get_node_text(callee_node)\n        return None\n\n    def _is_builtin_type(self, name: str) -> bool:\n        \"\"\"Check if type name is a TypeScript/JavaScript built-in type.\"\"\"\n        builtin_types = {\n            # Primitive types\n            \"string\", \"number\", \"boolean\", \"object\", \"undefined\", \"null\", \"void\", \"never\", \"any\", \"unknown\"\n        }\n        return name in builtin_types\n\n    def _is_builtin_function(self, name: str) -> bool:\n        builtins = {}\n        return name in builtins\n\n    def _find_child_by_type(self, node, node_type: str):\n        for child in node.children:\n            if child.type == node_type:\n                return child\n        return None\n\n    def _get_node_text(self, node) -> str:\n        start_byte = node.start_byte\n        end_byte = node.end_byte\n        return self.content.encode(\"utf8\")[start_byte:end_byte].decode(\"utf8\")",
     "start_line": 17,
@@ -3976,9 +4254,9 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/ast_parser.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/ast_parser.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::info",
       "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
+      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+      "codewiki/cli/utils/errors.py::info"
     ],
     "source_code": "class DependencyParser:\n    \"\"\"Parser for extracting code components from multi-language repositories.\"\"\"\n    \n    def __init__(self, repo_path: str, include_patterns: List[str] = None, exclude_patterns: List[str] = None):\n        \"\"\"\n        Initialize the dependency parser.\n        \n        Args:\n            repo_path: Path to the repository\n            include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n            exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\"])\n        \"\"\"\n        self.repo_path = os.path.abspath(repo_path)\n        self.components: Dict[str, Node] = {}\n        self.modules: Set[str] = set()\n        self.include_patterns = include_patterns\n        self.exclude_patterns = exclude_patterns\n        \n        self.analysis_service = AnalysisService()\n\n    def parse_repository(self, filtered_folders: List[str] = None) -> Dict[str, Node]:\n        logger.debug(f\"Parsing repository at {self.repo_path}\")\n        \n        # Log custom patterns if set\n        if self.include_patterns:\n            logger.info(f\"Using custom include patterns: {self.include_patterns}\")\n        if self.exclude_patterns:\n            logger.info(f\"Using custom exclude patterns: {self.exclude_patterns}\")\n        \n        structure_result = self.analysis_service._analyze_structure(\n            self.repo_path, \n            include_patterns=self.include_patterns,\n            exclude_patterns=self.exclude_patterns\n        )\n        \n        call_graph_result = self.analysis_service._analyze_call_graph(\n            structure_result[\"file_tree\"], \n            self.repo_path\n        )\n        \n        self._build_components_from_analysis(call_graph_result)\n        \n        logger.debug(f\"Found {len(self.components)} components across {len(self.modules)} modules\")\n        return self.components\n    \n    def _build_components_from_analysis(self, call_graph_result: Dict):\n        functions = call_graph_result.get(\"functions\", [])\n        relationships = call_graph_result.get(\"relationships\", [])\n        \n        component_id_mapping = {}\n        \n        for func_dict in functions:\n            component_id = func_dict.get(\"id\", \"\")\n            if not component_id:\n                continue\n                \n            node = Node(\n                id=component_id,\n                name=func_dict.get(\"name\", \"\"),\n                component_type=func_dict.get(\"component_type\", func_dict.get(\"node_type\", \"function\")),\n                file_path=func_dict.get(\"file_path\", \"\"),\n                relative_path=func_dict.get(\"relative_path\", \"\"),\n                source_code=func_dict.get(\"source_code\", func_dict.get(\"code_snippet\", \"\")),\n                start_line=func_dict.get(\"start_line\", 0),\n                end_line=func_dict.get(\"end_line\", 0),\n                has_docstring=func_dict.get(\"has_docstring\", bool(func_dict.get(\"docstring\", \"\"))),\n                docstring=func_dict.get(\"docstring\", \"\") or \"\",\n                parameters=func_dict.get(\"parameters\", []),\n                node_type=func_dict.get(\"node_type\", \"function\"),\n                base_classes=func_dict.get(\"base_classes\"),\n                class_name=func_dict.get(\"class_name\"),\n                display_name=func_dict.get(\"display_name\", \"\"),\n                component_id=component_id\n            )\n            \n            self.components[component_id] = node\n            \n            component_id_mapping[component_id] = component_id\n            legacy_id = f\"{func_dict.get('file_path', '')}:{func_dict.get('name', '')}\"\n            if legacy_id and legacy_id != component_id:\n                component_id_mapping[legacy_id] = component_id\n            \n            if \"::\" in component_id:\n                file_path_part = component_id.split(\"::\")[0]\n                if file_path_part:\n                    self.modules.add(file_path_part)\n            elif \".\" in component_id:\n                module_parts = component_id.split(\".\")[:-1]\n                module_path = \".\".join(module_parts)\n                if module_path:\n                    self.modules.add(module_path)\n        \n        processed_relationships = 0\n        for rel_dict in relationships:\n            caller_id = rel_dict.get(\"caller\", \"\")\n            callee_id = rel_dict.get(\"callee\", \"\")\n            is_resolved = rel_dict.get(\"is_resolved\", False)\n            \n            caller_component_id = component_id_mapping.get(caller_id)\n            \n            callee_component_id = component_id_mapping.get(callee_id)\n            if not callee_component_id:\n                for comp_id, comp_node in self.components.items():\n                    if comp_node.name == callee_id:\n                        callee_component_id = comp_id\n                        break\n            \n            if caller_component_id and caller_component_id in self.components:\n                if callee_component_id:\n                    self.components[caller_component_id].depends_on.add(callee_component_id)\n                    processed_relationships += 1\n    \n    def _determine_component_type(self, func_dict: Dict) -> str:\n        if func_dict.get(\"is_method\", False):\n            return \"method\"\n        \n        node_type = func_dict.get(\"node_type\", \"\")\n        if node_type in [\"class\", \"interface\", \"struct\", \"enum\", \"record\", \"abstract class\", \"annotation\", \"delegate\"]:\n            return node_type\n            \n        return \"function\"\n    \n    def _file_to_module_path(self, file_path: str) -> str:\n        path = file_path\n        extensions = ['.py', '.js', '.ts', '.java', '.cs', '.cpp', '.hpp', '.h', '.c', '.tsx', '.jsx', '.cc', '.mjs', '.cxx', '.cc', '.cjs', '.kt', '.kts']\n        for ext in extensions:\n            if path.endswith(ext):\n                path = path[:-len(ext)]\n                break\n        return path.replace(os.path.sep, \".\")\n    \n    def save_dependency_graph(self, output_path: str):\n        result = {}\n        for component_id, component in self.components.items():\n            component_dict = component.model_dump()\n            if 'depends_on' in component_dict and isinstance(component_dict['depends_on'], set):\n                component_dict['depends_on'] = list(component_dict['depends_on'])\n            result[component_id] = component_dict\n        \n        dir_name = os.path.dirname(output_path)\n        if dir_name:\n            os.makedirs(dir_name, exist_ok=True)\n        \n        with open(output_path, 'w', encoding='utf-8') as f:\n            json.dump(result, f, indent=2, ensure_ascii=False)\n        \n        logger.debug(f\"Saved {len(self.components)} components to {output_path}\")\n        return result",
     "start_line": 18,
@@ -4001,11 +4279,11 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py",
     "relative_path": "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
       "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
-      "codewiki/cli/utils/errors.py::warning"
+      "codewiki/cli/utils/errors.py::warning",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+      "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser"
     ],
     "source_code": "class DependencyGraphBuilder:\n    \"\"\"Handles dependency analysis and graph building.\"\"\"\n    \n    def __init__(self, config: Config):\n        self.config = config\n    \n    def build_dependency_graph(self) -> tuple[Dict[str, Any], List[str]]:\n        \"\"\"\n        Build and save dependency graph, returning components and leaf nodes.\n        \n        Returns:\n            Tuple of (components, leaf_nodes)\n        \"\"\"\n        # Ensure output directory exists\n        file_manager.ensure_directory(self.config.dependency_graph_dir)\n\n        # Prepare dependency graph path\n        repo_name = os.path.basename(os.path.normpath(self.config.repo_path))\n        sanitized_repo_name = ''.join(c if c.isalnum() else '_' for c in repo_name)\n        dependency_graph_path = os.path.join(\n            self.config.dependency_graph_dir, \n            f\"{sanitized_repo_name}_dependency_graph.json\"\n        )\n        filtered_folders_path = os.path.join(\n            self.config.dependency_graph_dir, \n            f\"{sanitized_repo_name}_filtered_folders.json\"\n        )\n\n        # Get custom include/exclude patterns from config\n        include_patterns = self.config.include_patterns if self.config.include_patterns else None\n        exclude_patterns = self.config.exclude_patterns if self.config.exclude_patterns else None\n        \n        parser = DependencyParser(\n            self.config.repo_path,\n            include_patterns=include_patterns,\n            exclude_patterns=exclude_patterns\n        )\n\n        filtered_folders = None\n        # if os.path.exists(filtered_folders_path):\n        #     logger.debug(f\"Loading filtered folders from {filtered_folders_path}\")\n        #     filtered_folders = file_manager.load_json(filtered_folders_path)\n        # else:\n        #     # Parse repository\n        #     filtered_folders = parser.filter_folders()\n        #     # Save filtered folders\n        #     file_manager.save_json(filtered_folders, filtered_folders_path)\n\n        # Parse repository\n        components = parser.parse_repository(filtered_folders)\n        \n        # Save dependency graph\n        parser.save_dependency_graph(dependency_graph_path)\n        \n        # Build graph for traversal\n        graph = build_graph_from_components(components)\n        \n        # Get leaf nodes\n        leaf_nodes = get_leaf_nodes(graph, components)\n\n        # check if leaf_nodes are in components, only keep the ones that are in components\n        # and type is one of the following: class, interface, struct (or function for C-based projects)\n        \n        # Determine if we should include functions based on available component types\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n        \n        keep_leaf_nodes = []\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.warning(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                logger.warning(f\"Leaf node {leaf_node} not found in components, removing it\")\n        \n        return components, keep_leaf_nodes",
     "start_line": 12,
@@ -4778,13 +5056,13 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/documentation_generator.py",
     "relative_path": "codewiki/src/be/documentation_generator.py",
     "depends_on": [
-      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/backend.py::get_backend",
       "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+      "codewiki/src/be/backend.py::get_backend",
+      "codewiki/src/be/cluster_modules.py::cluster_modules",
       "codewiki/cli/utils/errors.py::warning",
-      "codewiki/src/be/cluster_modules.py::cluster_modules"
+      "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+      "codewiki/cli/utils/errors.py::info",
+      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count"
     ],
     "source_code": "class DocumentationGenerator:\n    \"\"\"Main documentation generation orchestrator.\"\"\"\n\n    def __init__(self, config: Config, commit_id: str = None, backend: LLMBackend = None):\n        self.config = config\n        self.commit_id = commit_id\n        self.graph_builder = DependencyGraphBuilder(config)\n        self.backend: LLMBackend = backend or get_backend(config)\n    \n    def create_documentation_metadata(self, working_dir: str, components: Dict[str, Any], num_leaf_nodes: int):\n        \"\"\"Create a metadata file with documentation generation information.\"\"\"\n        from datetime import datetime\n        \n        metadata = {\n            \"generation_info\": {\n                \"timestamp\": datetime.now().isoformat(),\n                \"main_model\": self.config.main_model,\n                \"generator_version\": \"1.0.1\",\n                \"repo_path\": self.config.repo_path,\n                \"commit_id\": self.commit_id\n            },\n            \"statistics\": {\n                \"total_components\": len(components),\n                \"leaf_nodes\": num_leaf_nodes,\n                \"max_depth\": self.config.max_depth\n            },\n            \"files_generated\": [\n                \"overview.md\",\n                \"module_tree.json\",\n                \"first_module_tree.json\"\n            ]\n        }\n        \n        # Add generated markdown files to the metadata\n        try:\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') and file_path not in metadata[\"files_generated\"]:\n                    metadata[\"files_generated\"].append(file_path)\n        except Exception as e:\n            logger.warning(f\"Could not list generated files: {e}\")\n        \n        metadata_path = os.path.join(working_dir, \"metadata.json\")\n        file_manager.save_json(metadata, metadata_path)\n\n    \n    def get_processing_order(self, module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[tuple[List[str], str]]:\n        \"\"\"Get the processing order using topological sort (leaf modules first).\"\"\"\n        processing_order = []\n        \n        def collect_modules(tree: Dict[str, Any], path: List[str]):\n            for module_name, module_info in tree.items():\n                current_path = path + [module_name]\n                \n                # If this module has children, process them first\n                if module_info.get(\"children\") and isinstance(module_info[\"children\"], dict) and module_info[\"children\"]:\n                    collect_modules(module_info[\"children\"], current_path)\n                    # Add this parent module after its children\n                    processing_order.append((current_path, module_name))\n                else:\n                    # This is a leaf module, add it immediately\n                    processing_order.append((current_path, module_name))\n        \n        collect_modules(module_tree, parent_path)\n        return processing_order\n\n    def is_leaf_module(self, module_info: Dict[str, Any]) -> bool:\n        \"\"\"Check if a module is a leaf module (has no children or empty children).\"\"\"\n        children = module_info.get(\"children\", {})\n        return not children or (isinstance(children, dict) and len(children) == 0)\n\n    def build_overview_structure(self, module_tree: Dict[str, Any], module_path: List[str],\n                                 working_dir: str) -> Dict[str, Any]:\n        \"\"\"Build structure for overview generation with 1-depth children docs and target indicator.\"\"\"\n        \n        processed_module_tree = deepcopy(module_tree)\n        module_info = processed_module_tree\n        for path_part in module_path:\n            module_info = module_info[path_part]\n            if path_part != module_path[-1]:\n                module_info = module_info.get(\"children\", {})\n            else:\n                module_info[\"is_target_for_overview_generation\"] = True\n\n        if \"children\" in module_info:\n            module_info = module_info[\"children\"]\n\n        for child_name, child_info in module_info.items():\n            child_docs_path = self._resolve_child_docs_path(working_dir, child_name)\n            if child_docs_path is not None:\n                child_info[\"docs\"] = file_manager.load_text(child_docs_path)\n            else:\n                logger.warning(f\"Module docs not found at {os.path.join(working_dir, f'{child_name}.md')}\")\n                child_info[\"docs\"] = \"\"\n\n        return processed_module_tree\n\n    @staticmethod\n    def _resolve_child_docs_path(working_dir: str, child_name: str) -> str | None:\n        \"\"\"Resolve the on-disk path for a child module's .md doc.\n\n        Sub-agents sometimes save files under a sanitized variant of the\n        module name (spaces → underscores, lowercased, etc.) rather than the\n        exact key in the module tree. Try a small set of common variants\n        before giving up so the overview prompt still gets the children's\n        content as context.\n        \"\"\"\n        candidates = []\n        seen = set()\n        base_variants = [\n            child_name,\n            child_name.replace(\" \", \"_\"),\n            child_name.replace(\" \", \"-\"),\n            child_name.replace(\" \", \"\"),\n        ]\n        for variant in base_variants:\n            for cased in (variant, variant.lower()):\n                if cased not in seen:\n                    seen.add(cased)\n                    candidates.append(f\"{cased}.md\")\n\n        for filename in candidates:\n            candidate_path = os.path.join(working_dir, filename)\n            if os.path.exists(candidate_path):\n                return candidate_path\n        return None\n\n    async def generate_module_documentation(self, components: Dict[str, Any], leaf_nodes: List[str]) -> str:\n        \"\"\"Generate documentation for all modules using dynamic programming approach.\"\"\"\n        # Prepare output directory\n        working_dir = os.path.abspath(self.config.docs_dir)\n        file_manager.ensure_directory(working_dir)\n\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n        first_module_tree = file_manager.load_json(first_module_tree_path)\n        \n        # Get processing order (leaf modules first)\n        processing_order = self.get_processing_order(first_module_tree)\n\n        \n        # Process modules in dependency order\n        final_module_tree = module_tree\n        processed_modules = set()\n\n        if len(module_tree) > 0:\n            for module_path, module_name in processing_order:\n                try:\n                    # Reload module tree to get latest hierarchical structure from sub-agent modifications\n                    module_tree = file_manager.load_json(module_tree_path)\n                    \n                    # Get the module info from the tree\n                    module_info = module_tree\n                    for path_part in module_path:\n                        module_info = module_info[path_part]\n                        if path_part != module_path[-1]:  # Not the last part\n                            module_info = module_info.get(\"children\", {})\n                    \n                    # Skip if already processed\n                    module_key = \"/\".join(module_path)\n                    if module_key in processed_modules:\n                        continue\n                    \n                    # Process the module\n                    if self.is_leaf_module(module_info):\n                        logger.info(f\"📄 Processing leaf module: {module_key}\")\n                        final_module_tree = await self.backend.run_module_agent(\n                            module_name=module_name,\n                            components=components,\n                            core_component_ids=module_info[\"components\"],\n                            module_path=module_path,\n                            working_dir=working_dir,\n                        )\n                    else:\n                        logger.info(f\"📁 Processing parent module: {module_key}\")\n                        final_module_tree = await self.generate_parent_module_docs(\n                            module_path, working_dir\n                        )\n                    \n                    processed_modules.add(module_key)\n                    \n                except Exception as e:\n                    logger.error(f\"Failed to process module {module_key}: {str(e)}\")\n                    logger.error(f\"Traceback: {traceback.format_exc()}\")\n                    continue\n\n            # Generate repo overview\n            logger.info(f\"📚 Generating repository overview\")\n            final_module_tree = await self.generate_parent_module_docs(\n                [], working_dir\n            )\n        else:\n            logger.info(f\"Processing whole repo because repo can fit in the context window\")\n            repo_name = os.path.basename(os.path.normpath(self.config.repo_path))\n            final_module_tree = await self.backend.run_module_agent(\n                module_name=repo_name,\n                components=components,\n                core_component_ids=leaf_nodes,\n                module_path=[],\n                working_dir=working_dir,\n            )\n\n            # save final_module_tree to module_tree.json\n            file_manager.save_json(final_module_tree, os.path.join(working_dir, MODULE_TREE_FILENAME))\n\n            # rename repo_name.md to overview.md\n            repo_overview_path = os.path.join(working_dir, f\"{repo_name}.md\")\n            if os.path.exists(repo_overview_path):\n                os.rename(repo_overview_path, os.path.join(working_dir, OVERVIEW_FILENAME))\n        \n        return working_dir\n\n    async def generate_parent_module_docs(self, module_path: List[str], \n                                        working_dir: str) -> Dict[str, Any]:\n        \"\"\"Generate documentation for a parent module based on its children's documentation.\"\"\"\n        module_name = module_path[-1] if len(module_path) >= 1 else os.path.basename(os.path.normpath(self.config.repo_path))\n\n        logger.info(f\"Generating parent documentation for: {module_name}\")\n        \n        # Load module tree\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n\n        # check if overview docs already exists\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(f\"✓ Overview docs already exists at {overview_docs_path}\")\n            return module_tree\n\n        # check if parent docs already exists\n        parent_docs_path = os.path.join(working_dir, f\"{module_name if len(module_path) >= 1 else OVERVIEW_FILENAME.replace('.md', '')}.md\")\n        if os.path.exists(parent_docs_path):\n            logger.info(f\"✓ Parent docs already exists at {parent_docs_path}\")\n            return module_tree\n\n        # Create repo structure with 1-depth children docs and target indicator\n        repo_structure = self.build_overview_structure(module_tree, module_path, working_dir)\n\n        prompt = MODULE_OVERVIEW_PROMPT.format(\n            module_name=module_name,\n            repo_structure=json.dumps(repo_structure, indent=4)\n        ) if len(module_path) >= 1 else REPO_OVERVIEW_PROMPT.format(\n            repo_name=module_name,\n            repo_structure=json.dumps(repo_structure, indent=4)\n        )\n        \n        try:\n            parent_docs = self.backend.complete(prompt)\n\n            # Parse and save parent documentation. Subscription-CLI backends\n            # (claude-code / codex) sometimes ignore the <OVERVIEW> wrapper and\n            # return raw markdown; fall back to the response as-is in that case\n            # rather than crashing with an index error.\n            if \"<OVERVIEW>\" in parent_docs and \"</OVERVIEW>\" in parent_docs:\n                parent_content = parent_docs.split(\"<OVERVIEW>\")[1].split(\"</OVERVIEW>\")[0].strip()\n            else:\n                logger.warning(\n                    f\"Overview response for {module_name} missing <OVERVIEW> wrapper; \"\n                    f\"using raw response as markdown.\"\n                )\n                parent_content = parent_docs.strip()\n            file_manager.save_text(parent_content, parent_docs_path)\n            \n            logger.debug(f\"Successfully generated parent documentation for: {module_name}\")\n            return module_tree\n            \n        except Exception as e:\n            logger.error(f\"Error generating parent documentation for {module_name}: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise\n    \n    async def run(self) -> None:\n        \"\"\"Run the complete documentation generation process using dynamic programming.\"\"\"\n        try:\n            # Build dependency graph\n            components, leaf_nodes = self.graph_builder.build_dependency_graph()\n\n            logger.debug(f\"Found {len(leaf_nodes)} leaf nodes\")\n            # logger.debug(f\"Leaf nodes:\\n{'\\n'.join(sorted(leaf_nodes)[:200])}\")\n            # exit()\n            \n            # Cluster modules\n            working_dir = os.path.abspath(self.config.docs_dir)\n            file_manager.ensure_directory(working_dir)\n            first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n            module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n            \n            # Check if module tree exists\n            if os.path.exists(first_module_tree_path):\n                logger.debug(f\"Module tree found at {first_module_tree_path}\")\n                module_tree = file_manager.load_json(first_module_tree_path)\n            else:\n                logger.debug(f\"Module tree not found at {module_tree_path}, clustering modules\")\n                clustering_tokens = get_clustering_input_token_count(\n                    leaf_nodes, components\n                )\n                logger.info(\n                    \"Preparing %d leaf nodes for module clustering (%d tokens, threshold %d)\",\n                    len(leaf_nodes),\n                    clustering_tokens,\n                    self.config.max_token_per_module,\n                )\n                # Bind cluster_model into the completer so the backend uses the\n                # configured clustering model (separate from main_model) when\n                # one is set.  Caw mode's cluster_model is typically empty —\n                # complete() falls back to its own _model in that case.\n                cluster_model = self.config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    self.config,\n                    completer=lambda p: self.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n            \n            file_manager.save_json(module_tree, module_tree_path)\n            \n            if len(module_tree) == 0:\n                logger.info(\n                    \"Module clustering produced no top-level modules; continuing in \"\n                    \"whole-repository documentation mode\"\n                )\n            else:\n                logger.info(\n                    \"Grouped components into %d top-level modules\",\n                    len(module_tree),\n                )\n            \n            # Generate module documentation using dynamic programming approach\n            # This processes leaf modules first, then parent modules\n            working_dir = await self.generate_module_documentation(components, leaf_nodes)\n            \n            # Create documentation metadata\n            self.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            logger.debug(f\"Documentation generation completed successfully using dynamic programming!\")\n            logger.debug(f\"Processing order: leaf modules → parent modules → repository overview\")\n            logger.debug(f\"Documentation saved to: {working_dir}\")\n            \n        except Exception as e:\n            logger.error(f\"Documentation generation failed: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise",
     "start_line": 31,
@@ -4927,8 +5205,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
     "relative_path": "codewiki/src/be/llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
-      "codewiki/src/be/llm_services.py::_build_model_settings"
+      "codewiki/src/be/llm_services.py::_build_model_settings",
+      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel"
     ],
     "source_code": "def create_main_model(config: Config) -> CompatibleOpenAIModel:\n    \"\"\"Create the main LLM model from configuration.\"\"\"\n    return CompatibleOpenAIModel(\n        model_name=config.main_model,\n        provider=OpenAIProvider(\n            base_url=config.llm_base_url,\n            api_key=config.llm_api_key\n        ),\n        settings=_build_model_settings(config, config.main_model)\n    )",
     "start_line": 109,
@@ -4953,8 +5231,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
     "relative_path": "codewiki/src/be/llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
-      "codewiki/src/be/llm_services.py::_build_model_settings"
+      "codewiki/src/be/llm_services.py::_build_model_settings",
+      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel"
     ],
     "source_code": "def create_fallback_model(config: Config) -> CompatibleOpenAIModel:\n    \"\"\"Create the fallback LLM model from configuration.\"\"\"\n    return CompatibleOpenAIModel(\n        model_name=config.fallback_model,\n        provider=OpenAIProvider(\n            base_url=config.llm_base_url,\n            api_key=config.llm_api_key\n        ),\n        settings=_build_model_settings(config, config.fallback_model)\n    )",
     "start_line": 121,
@@ -5028,12 +5306,12 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
     "relative_path": "codewiki/src/be/llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
+      "codewiki/src/be/llm_services.py::_call_llm_via_azure",
       "codewiki/src/be/llm_services.py::create_openai_client",
-      "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
+      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
       "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/llm_services.py::_call_llm_via_azure",
-      "codewiki/src/be/llm_services.py::_call_llm_via_litellm"
+      "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
+      "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error"
     ],
     "source_code": "def call_llm(\n    prompt: str,\n    config: Config,\n    model: str = None,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM with the given prompt.\n\n    Supports openai-compatible, anthropic, and bedrock providers.\n    For bedrock/anthropic, uses litellm to translate the API call.\n\n    Args:\n        prompt: The prompt to send\n        config: Configuration containing LLM settings\n        model: Model name (defaults to config.main_model)\n        temperature: Temperature setting\n\n    Returns:\n        LLM response text\n    \"\"\"\n    if model is None:\n        model = config.main_model\n\n    provider = getattr(config, \"provider\", \"openai-compatible\")\n\n    if provider in (\"bedrock\", \"anthropic\"):\n        return _call_llm_via_litellm(prompt, config, model, temperature)\n\n    if provider == \"azure-openai\":\n        return _call_llm_via_azure(prompt, config, model, temperature)\n\n    # Default: OpenAI-compatible\n    client = create_openai_client(config)\n\n    # Use the correct token parameter based on model/provider; if the server\n    # rejects our choice, swap to the other token kwarg and retry once.\n    use_completion_tokens = _should_use_max_completion_tokens(model, config.llm_base_url)\n    primary_key = \"max_completion_tokens\" if use_completion_tokens else \"max_tokens\"\n    fallback_key = \"max_tokens\" if use_completion_tokens else \"max_completion_tokens\"\n\n    base_kwargs = {\n        \"model\": model,\n        \"messages\": [{\"role\": \"user\", \"content\": prompt}],\n        \"temperature\": temperature,\n    }\n\n    try:\n        response = client.chat.completions.create(\n            **base_kwargs,\n            **{primary_key: config.max_tokens},\n        )\n    except BadRequestError as e:\n        if _is_unsupported_token_param_error(e, primary_key):\n            logger.info(\n                \"Provider rejected %s for model %s; retrying with %s.\",\n                primary_key, model, fallback_key,\n            )\n            response = client.chat.completions.create(\n                **base_kwargs,\n                **{fallback_key: config.max_tokens},\n            )\n        else:\n            raise\n    return response.choices[0].message.content",
     "start_line": 148,
@@ -5160,8 +5438,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/main.py",
     "relative_path": "codewiki/src/be/main.py",
     "depends_on": [
-      "codewiki/src/be/main.py::parse_arguments",
-      "codewiki/src/be/documentation_generator.py::DocumentationGenerator"
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+      "codewiki/src/be/main.py::parse_arguments"
     ],
     "source_code": "async def main() -> None:\n    \"\"\"Main entry point for the documentation generation process.\"\"\"\n    try:\n        # Parse arguments and create configuration\n        args = parse_arguments()\n        config = Config.from_args(args)\n        \n        # Create and run documentation generator\n        doc_generator = DocumentationGenerator(config)\n        await doc_generator.run()\n        \n    except KeyboardInterrupt:\n        logger.debug(\"Documentation generation interrupted by user\")\n    except Exception as e:\n        logger.error(f\"Unexpected error: {str(e)}\")\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        raise",
     "start_line": 46,
@@ -5309,14 +5587,14 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/pydantic_ai_backend.py",
     "relative_path": "codewiki/src/be/pydantic_ai_backend.py",
     "depends_on": [
+      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+      "codewiki/src/be/llm_services.py::call_llm",
       "codewiki/src/be/llm_services.py::create_fallback_models",
-      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
       "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/llm_services.py::call_llm",
-      "codewiki/src/be/prompt_template.py::format_system_prompt",
+      "codewiki/src/be/utils.py::is_complex_module",
+      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
       "codewiki/src/be/prompt_template.py::format_user_prompt",
-      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
-      "codewiki/src/be/utils.py::is_complex_module"
+      "codewiki/src/be/prompt_template.py::format_system_prompt"
     ],
     "source_code": "class PydanticAIBackend(LLMBackend):\n    \"\"\"API-key based backend using pydantic-ai + openai/litellm clients.\"\"\"\n\n    def __init__(self, config: Config) -> None:\n        self._config = config\n        self._fallback_models = create_fallback_models(config)\n        self._custom_instructions = config.get_prompt_addition()\n\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,\n    ) -> str:\n        return call_llm(prompt, self._config, model=model, temperature=temperature)\n\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        config = self._config\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(\"✓ Overview docs already exists at %s\", overview_docs_path)\n            return module_tree\n        docs_path = os.path.join(working_dir, f\"{module_name}.md\")\n        if os.path.exists(docs_path):\n            logger.info(\"✓ Module docs already exists at %s\", docs_path)\n            return module_tree\n\n        if is_complex_module(components, core_component_ids):\n            agent = Agent(\n                self._fallback_models,\n                name=module_name,\n                deps_type=CodeWikiDeps,\n                tools=[\n                    read_code_components_tool,\n                    str_replace_editor_tool,\n                    generate_sub_module_documentation_tool,\n                ],\n                system_prompt=format_system_prompt(module_name, self._custom_instructions),\n            )\n        else:\n            agent = Agent(\n                self._fallback_models,\n                name=module_name,\n                deps_type=CodeWikiDeps,\n                tools=[read_code_components_tool, str_replace_editor_tool],\n                system_prompt=format_leaf_system_prompt(module_name, self._custom_instructions),\n            )\n\n        deps = CodeWikiDeps(\n            absolute_docs_path=working_dir,\n            absolute_repo_path=str(os.path.abspath(config.repo_path)),\n            registry={},\n            components=components,\n            path_to_current_module=module_path,\n            current_module_name=module_name,\n            module_tree=module_tree,\n            max_depth=config.max_depth,\n            current_depth=1,\n            config=config,\n            custom_instructions=self._custom_instructions,\n        )\n\n        try:\n            await agent.run(\n                format_user_prompt(\n                    module_name=module_name,\n                    core_component_ids=core_component_ids,\n                    components=components,\n                    module_tree=deps.module_tree,\n                ),\n                deps=deps,\n            )\n            file_manager.save_json(deps.module_tree, module_tree_path)\n            return deps.module_tree\n        except Exception as e:\n            logger.error(\"Error processing module %s: %s\", module_name, e)\n            logger.error(\"Traceback: %s\", traceback.format_exc())\n            raise",
     "start_line": 39,
@@ -5342,8 +5620,8 @@
     "relative_path": "codewiki/src/be/utils.py",
     "depends_on": [],
     "source_code": "def set_main_loop(loop: asyncio.AbstractEventLoop) -> None:\n    global _main_loop, _main_loop_thread_ident\n    _main_loop = loop\n    _main_loop_thread_ident = threading.get_ident()",
-    "start_line": 26,
-    "end_line": 29,
+    "start_line": 27,
+    "end_line": 30,
     "has_docstring": false,
     "docstring": "",
     "parameters": [
@@ -5365,8 +5643,8 @@
     "relative_path": "codewiki/src/be/utils.py",
     "depends_on": [],
     "source_code": "def is_complex_module(components: dict[str, any], core_component_ids: list[str]) -> bool:\n    files = set()\n    for component_id in core_component_ids:\n        if component_id in components:\n            files.add(components[component_id].file_path)\n\n    result = len(files) > 1\n\n    return result",
-    "start_line": 35,
-    "end_line": 43,
+    "start_line": 36,
+    "end_line": 44,
     "has_docstring": false,
     "docstring": "",
     "parameters": [
@@ -5389,8 +5667,8 @@
     "relative_path": "codewiki/src/be/utils.py",
     "depends_on": [],
     "source_code": "def count_tokens(text: str) -> int:\n    \"\"\"\n    Count the number of tokens in a text.\n    \"\"\"\n    length = len(enc.encode(text))\n    # logger.debug(f\"Number of tokens: {length}\")\n    return length",
-    "start_line": 52,
-    "end_line": 58,
+    "start_line": 53,
+    "end_line": 59,
     "has_docstring": true,
     "docstring": "Count the number of tokens in a text.",
     "parameters": [
@@ -5415,8 +5693,8 @@
       "codewiki/src/be/utils.py::extract_mermaid_blocks"
     ],
     "source_code": "async def validate_mermaid_diagrams(md_file_path: str, relative_path: str) -> str:\n    \"\"\"\n    Validate all Mermaid diagrams in a markdown file.\n    \n    Args:\n        md_file_path: Path to the markdown file to check\n        relative_path: Relative path to the markdown file\n    Returns:\n        \"All mermaid diagrams are syntax correct\" if all diagrams are valid,\n        otherwise returns error message with details about invalid diagrams\n    \"\"\"\n\n    try:\n        # Read the markdown file\n        file_path = Path(md_file_path)\n        if not file_path.exists():\n            return f\"Error: File '{md_file_path}' does not exist\"\n        \n        content = file_path.read_text(encoding='utf-8')\n        \n        # Extract all mermaid code blocks\n        mermaid_blocks = extract_mermaid_blocks(content)\n        \n        if not mermaid_blocks:\n            return \"No mermaid diagrams found in the file\"\n        \n        # Validate each mermaid diagram sequentially to avoid segfaults\n        errors = []\n        for i, (line_start, diagram_content) in enumerate(mermaid_blocks, 1):\n            error_msg = await validate_single_diagram(diagram_content, i, line_start)\n            if error_msg:\n                errors.append(\"\\n\")\n                errors.append(error_msg)\n        \n        # if errors:\n        #     logger.debug(f\"Mermaid syntax errors found in file: {md_file_path}: {errors}\")\n        \n        if errors:\n            return \"Mermaid syntax errors found in file: \" + relative_path + \"\\n\" + \"\\n\".join(errors)\n        else:\n            return \"All mermaid diagrams in file: \" + relative_path + \" are syntax correct\"\n            \n    except Exception as e:\n        return f\"Error processing file: {str(e)}\"",
-    "start_line": 65,
-    "end_line": 108,
+    "start_line": 66,
+    "end_line": 109,
     "has_docstring": true,
     "docstring": "Validate all Mermaid diagrams in a markdown file.\n\nArgs:\n    md_file_path: Path to the markdown file to check\n    relative_path: Relative path to the markdown file\nReturns:\n    \"All mermaid diagrams are syntax correct\" if all diagrams are valid,\n    otherwise returns error message with details about invalid diagrams",
     "parameters": [
@@ -5439,8 +5717,8 @@
     "relative_path": "codewiki/src/be/utils.py",
     "depends_on": [],
     "source_code": "def extract_mermaid_blocks(content: str) -> List[Tuple[int, str]]:\n    \"\"\"\n    Extract all mermaid code blocks from markdown content.\n    \n    Returns:\n        List of tuples containing (line_number, diagram_content)\n    \"\"\"\n    mermaid_blocks = []\n    lines = content.split('\\n')\n    i = 0\n    \n    while i < len(lines):\n        line = lines[i].strip()\n        \n        # Look for mermaid code block start\n        if line == '```mermaid' or line.startswith('```mermaid'):\n            start_line = i + 1\n            diagram_lines = []\n            i += 1\n            \n            # Collect lines until we find the closing ```\n            while i < len(lines):\n                if lines[i].strip() == '```':\n                    break\n                diagram_lines.append(lines[i])\n                i += 1\n            \n            if diagram_lines:  # Only add non-empty diagrams\n                diagram_content = '\\n'.join(diagram_lines)\n                mermaid_blocks.append((start_line, diagram_content))\n        \n        i += 1\n    \n    return mermaid_blocks",
-    "start_line": 111,
-    "end_line": 144,
+    "start_line": 112,
+    "end_line": 145,
     "has_docstring": true,
     "docstring": "Extract all mermaid code blocks from markdown content.\n\nReturns:\n    List of tuples containing (line_number, diagram_content)",
     "parameters": [
@@ -5462,8 +5740,8 @@
     "relative_path": "codewiki/src/be/utils.py",
     "depends_on": [],
     "source_code": "async def _try_pythonmonkey_parse(diagram_content: str) -> str | None:\n    \"\"\"Attempt to parse via PythonMonkey/mermaid-parser-py.\n\n    Returns the extracted parse-error message, \"\" on success, or None when\n    PythonMonkey itself is unusable (broken JS event loop binding on\n    Python 3.13+) so the caller can fall back to mermaid-py.\n    \"\"\"\n    global _PYTHONMONKEY_BROKEN\n    if _PYTHONMONKEY_BROKEN:\n        return None\n\n    import os\n\n    try:\n        from mermaid_parser.parser import parse_mermaid_py\n    except Exception:\n        _PYTHONMONKEY_BROKEN = True\n        return None\n\n    old_stderr = sys.stderr\n    sys.stderr = open(os.devnull, 'w')\n    try:\n        if (\n            _main_loop is not None\n            and _main_loop.is_running()\n            and threading.get_ident() != _main_loop_thread_ident\n        ):\n            fut = asyncio.run_coroutine_threadsafe(\n                parse_mermaid_py(diagram_content), _main_loop\n            )\n            await asyncio.wrap_future(fut)\n        else:\n            await parse_mermaid_py(diagram_content)\n        return \"\"\n    except Exception as e:\n        error_str = str(e)\n        # PythonMonkey 1.3.1 only supports Python 3.8-3.11; on newer Pythons\n        # every JS call raises this. Latch the failure once so subsequent\n        # diagrams skip the broken path and go straight to mermaid-py.\n        if \"cannot find a running Python event-loop\" in error_str:\n            _PYTHONMONKEY_BROKEN = True\n            return None\n        match = re.search(r\"Error:(.*?)(?=Stack Trace:|$)\", error_str, re.DOTALL)\n        if match:\n            return match.group(0).strip()\n        # Unknown error from the JS parser — fall back rather than surface it.\n        return None\n    finally:\n        sys.stderr.close()\n        sys.stderr = old_stderr",
-    "start_line": 154,
-    "end_line": 203,
+    "start_line": 161,
+    "end_line": 210,
     "has_docstring": true,
     "docstring": "Attempt to parse via PythonMonkey/mermaid-parser-py.\n\nReturns the extracted parse-error message, \"\" on success, or None when\nPythonMonkey itself is unusable (broken JS event loop binding on\nPython 3.13+) so the caller can fall back to mermaid-py.",
     "parameters": [
@@ -5485,8 +5763,8 @@
     "relative_path": "codewiki/src/be/utils.py",
     "depends_on": [],
     "source_code": "def _parse_via_mermaid_py(diagram_content: str) -> str:\n    \"\"\"Validate via mermaid-py. Returns parse-error text, or \"\" if valid.\n\n    mermaid-py raises MermaidError on parse failure and returns an SVG body\n    on success — we must drive the result off the exception, not the body\n    text, otherwise a successful SVG gets reported as a parse error.\n    \"\"\"\n    import mermaid as md\n    try:\n        md.Mermaid(diagram_content)\n        return \"\"\n    except Exception as e:\n        return str(e)",
-    "start_line": 206,
-    "end_line": 218,
+    "start_line": 213,
+    "end_line": 225,
     "has_docstring": true,
     "docstring": "Validate via mermaid-py. Returns parse-error text, or \"\" if valid.\n\nmermaid-py raises MermaidError on parse failure and returns an SVG body\non success — we must drive the result off the exception, not the body\ntext, otherwise a successful SVG gets reported as a parse error.",
     "parameters": [
@@ -5507,12 +5785,11 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
     "relative_path": "codewiki/src/be/utils.py",
     "depends_on": [
-      "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
-      "codewiki/src/be/utils.py::_parse_via_mermaid_py"
+      "codewiki/src/be/utils.py::_try_pythonmonkey_parse"
     ],
-    "source_code": "async def validate_single_diagram(diagram_content: str, diagram_num: int, line_start: int) -> str:\n    \"\"\"\n    Validate a single mermaid diagram.\n\n    Args:\n        diagram_content: The mermaid diagram content\n        diagram_num: Diagram number for error reporting\n        line_start: Starting line number in the file\n\n    Returns:\n        Error message if invalid, empty string if valid\n    \"\"\"\n    core_error = await _try_pythonmonkey_parse(diagram_content)\n    if core_error is None:\n        try:\n            core_error = _parse_via_mermaid_py(diagram_content)\n        except Exception as e:\n            return f\"  Diagram {diagram_num}: Exception during validation - {str(e)}\"\n\n    if not core_error:\n        return \"\"\n\n    line_match = re.search(r'line (\\d+)', core_error)\n    if line_match:\n        error_line_in_diagram = int(line_match.group(1))\n        actual_line_in_file = line_start + error_line_in_diagram\n        newline = '\\n'\n        return f\"Diagram {diagram_num}: Parse error on line {actual_line_in_file}:{newline}{newline.join(core_error.split(newline)[1:])}\"\n    return f\"Diagram {diagram_num}: {core_error}\"",
-    "start_line": 221,
-    "end_line": 249,
+    "source_code": "async def validate_single_diagram(diagram_content: str, diagram_num: int, line_start: int) -> str:\n    \"\"\"\n    Validate a single mermaid diagram.\n\n    Args:\n        diagram_content: The mermaid diagram content\n        diagram_num: Diagram number for error reporting\n        line_start: Starting line number in the file\n\n    Returns:\n        Error message if invalid, empty string if valid\n    \"\"\"\n    core_error = await _try_pythonmonkey_parse(diagram_content)\n    if core_error is None:\n        if _MERMAID_PY_BROKEN:\n            return f\"  Diagram {diagram_num}: validation skipped (set MERMAID_VALIDATE=1 to enable)\"\n        try:\n            core_error = await asyncio.wait_for(\n                asyncio.to_thread(_parse_via_mermaid_py, diagram_content),\n                timeout=15.0,\n            )\n        except asyncio.TimeoutError:\n            return f\"  Diagram {diagram_num}: validation timed out (15s) — diagram may be invalid\"\n        except Exception as e:\n            return f\"  Diagram {diagram_num}: Exception during validation - {str(e)}\"\n\n    if not core_error:\n        return \"\"\n\n    line_match = re.search(r'line (\\d+)', core_error)\n    if line_match:\n        error_line_in_diagram = int(line_match.group(1))\n        actual_line_in_file = line_start + error_line_in_diagram\n        newline = '\\n'\n        return f\"Diagram {diagram_num}: Parse error on line {actual_line_in_file}:{newline}{newline.join(core_error.split(newline)[1:])}\"\n    return f\"Diagram {diagram_num}: {core_error}\"",
+    "start_line": 228,
+    "end_line": 263,
     "has_docstring": true,
     "docstring": "Validate a single mermaid diagram.\n\nArgs:\n    diagram_content: The mermaid diagram content\n    diagram_num: Diagram number for error reporting\n    line_start: Starting line number in the file\n\nReturns:\n    Error message if invalid, empty string if valid",
     "parameters": [
@@ -5600,9 +5877,9 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/background_worker.py",
     "relative_path": "codewiki/src/fe/background_worker.py",
     "depends_on": [
-      "codewiki/cli/models/job.py::JobStatus",
       "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
-      "codewiki/src/be/documentation_generator.py::DocumentationGenerator"
+      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+      "codewiki/cli/models/job.py::JobStatus"
     ],
     "source_code": "class BackgroundWorker:\n    \"\"\"Background worker for processing documentation generation jobs.\"\"\"\n    \n    def __init__(self, cache_manager: CacheManager, temp_dir: str = None):\n        self.cache_manager = cache_manager\n        self.temp_dir = temp_dir or WebAppConfig.TEMP_DIR\n        self.running = False\n        self.processing_queue = Queue(maxsize=WebAppConfig.QUEUE_SIZE)\n        self.job_status: Dict[str, JobStatus] = {}\n        self.jobs_file = Path(WebAppConfig.CACHE_DIR) / \"jobs.json\"\n        self.load_job_statuses()\n    \n    def start(self):\n        \"\"\"Start the background worker thread.\"\"\"\n        if not self.running:\n            self.running = True\n            thread = threading.Thread(target=self._worker_loop, daemon=True)\n            thread.start()\n            print(\"Background worker started\")\n    \n    def stop(self):\n        \"\"\"Stop the background worker.\"\"\"\n        self.running = False\n    \n    def add_job(self, job_id: str, job: JobStatus):\n        \"\"\"Add a job to the processing queue.\"\"\"\n        self.job_status[job_id] = job\n        self.processing_queue.put(job_id)\n    \n    def get_job_status(self, job_id: str) -> JobStatus:\n        \"\"\"Get job status by ID.\"\"\"\n        return self.job_status.get(job_id)\n    \n    def get_all_jobs(self) -> Dict[str, JobStatus]:\n        \"\"\"Get all job statuses.\"\"\"\n        return self.job_status\n    \n    def load_job_statuses(self):\n        \"\"\"Load job statuses from disk.\"\"\"\n        if not self.jobs_file.exists():\n            # Try to reconstruct from cache if no job file exists\n            self._reconstruct_jobs_from_cache()\n            return\n        \n        try:\n            data = file_manager.load_json(self.jobs_file)\n                \n            for job_id, job_data in data.items():\n                # Only load completed jobs to avoid inconsistent state\n                if job_data.get('status') == 'completed':\n                    self.job_status[job_id] = JobStatus(\n                        job_id=job_data['job_id'],\n                        repo_url=job_data['repo_url'],\n                        status=job_data['status'],\n                        created_at=datetime.fromisoformat(job_data['created_at']),\n                        started_at=datetime.fromisoformat(job_data['started_at']) if job_data.get('started_at') else None,\n                        completed_at=datetime.fromisoformat(job_data['completed_at']) if job_data.get('completed_at') else None,\n                        error_message=job_data.get('error_message'),\n                        progress=job_data.get('progress', ''),\n                        docs_path=job_data.get('docs_path')\n                    )\n            print(f\"Loaded {len([j for j in self.job_status.values() if j.status == 'completed'])} completed jobs from disk\")\n        except Exception as e:\n            print(f\"Error loading job statuses: {e}\")\n    \n    def _reconstruct_jobs_from_cache(self):\n        \"\"\"Reconstruct job statuses from cache entries for backward compatibility.\"\"\"\n        try:\n            cache_entries = self.cache_manager.cache_index\n            reconstructed_count = 0\n            \n            for repo_hash, cache_entry in cache_entries.items():\n                # Extract repo info to create job_id\n                from .github_processor import GitHubRepoProcessor\n                try:\n                    repo_info = GitHubRepoProcessor.get_repo_info(cache_entry.repo_url)\n                    job_id = repo_info['full_name'].replace('/', '--')\n                    \n                    # Only add if job doesn't already exist\n                    if job_id not in self.job_status:\n                        self.job_status[job_id] = JobStatus(\n                            job_id=job_id,\n                            repo_url=cache_entry.repo_url,\n                            status='completed',\n                            created_at=cache_entry.created_at,\n                            completed_at=cache_entry.created_at,\n                            docs_path=cache_entry.docs_path,\n                            progress=\"Reconstructed from cache\"\n                        )\n                        reconstructed_count += 1\n                except Exception as e:\n                    print(f\"Failed to reconstruct job for {cache_entry.repo_url}: {e}\")\n            \n            if reconstructed_count > 0:\n                print(f\"Reconstructed {reconstructed_count} job statuses from cache\")\n                self.save_job_statuses()\n                \n        except Exception as e:\n            print(f\"Error reconstructing jobs from cache: {e}\")\n    \n    def save_job_statuses(self):\n        \"\"\"Save job statuses to disk.\"\"\"\n        try:\n            # Ensure cache directory exists\n            self.jobs_file.parent.mkdir(parents=True, exist_ok=True)\n            \n            data = {}\n            for job_id, job in self.job_status.items():\n                data[job_id] = {\n                    'job_id': job.job_id,\n                    'repo_url': job.repo_url,\n                    'status': job.status,\n                    'created_at': job.created_at.isoformat(),\n                    'started_at': job.started_at.isoformat() if job.started_at else None,\n                    'completed_at': job.completed_at.isoformat() if job.completed_at else None,\n                    'error_message': job.error_message,\n                    'progress': job.progress,\n                    'docs_path': job.docs_path\n                }\n            \n            file_manager.save_json(data, self.jobs_file)\n        except Exception as e:\n            print(f\"Error saving job statuses: {e}\")\n    \n    def _worker_loop(self):\n        \"\"\"Main worker loop.\"\"\"\n        while self.running:\n            try:\n                if not self.processing_queue.empty():\n                    job_id = self.processing_queue.get(timeout=1)\n                    self._process_job(job_id)\n                else:\n                    time.sleep(1)\n            except Exception as e:\n                print(f\"Worker error: {e}\")\n                time.sleep(1)\n    \n    def _process_job(self, job_id: str):\n        \"\"\"Process a single documentation generation job.\"\"\"\n        if job_id not in self.job_status:\n            return\n        \n        job = self.job_status[job_id]\n        \n        try:\n            # Update job status\n            job.status = 'processing'\n            job.started_at = datetime.now()\n            job.progress = \"Starting repository clone...\"\n            job.main_model = MAIN_MODEL\n            \n            # Check cache first\n            cached_docs = self.cache_manager.get_cached_docs(job.repo_url)\n            if cached_docs and Path(cached_docs).exists():\n                job.status = 'completed'\n                job.completed_at = datetime.now()\n                job.docs_path = cached_docs\n                job.progress = \"Documentation retrieved from cache\"\n                if not job.main_model:  # Only set if not already set\n                    job.main_model = MAIN_MODEL\n                \n                # Save job status to disk\n                self.save_job_statuses()\n                \n                print(f\"Job {job_id}: Using cached documentation\")\n                return\n            \n            # Clone repository\n            repo_info = GitHubRepoProcessor.get_repo_info(job.repo_url)\n            # Use repo full name for temp directory (already URL-safe since job_id is URL-safe)\n            temp_repo_dir = os.path.join(self.temp_dir, job_id)\n            \n            job.progress = f\"Cloning repository {repo_info['full_name']}...\"\n            \n            if not GitHubRepoProcessor.clone_repository(repo_info['clone_url'], temp_repo_dir, job.commit_id):\n                raise Exception(\"Failed to clone repository\")\n            \n            # Generate documentation\n            job.progress = \"Analyzing repository structure...\"\n            \n            # Create config for documentation generation (using env vars)\n            import argparse\n            args = argparse.Namespace(repo_path=temp_repo_dir)\n            config = Config.from_args(args)\n            # Override docs_dir with job-specific directory\n            config.docs_dir = os.path.join(\"output\", \"docs\", f\"{job_id}-docs\")\n            \n            job.progress = \"Generating documentation...\"\n            \n            # Generate documentation\n            doc_generator = DocumentationGenerator(config, job.commit_id)\n            \n            # Run the async documentation generation in a new event loop\n            loop = asyncio.new_event_loop()\n            asyncio.set_event_loop(loop)\n            try:\n                loop.run_until_complete(doc_generator.run())\n            finally:\n                loop.close()\n            \n            # Cache the results\n            docs_path = os.path.abspath(config.docs_dir)\n            self.cache_manager.add_to_cache(job.repo_url, docs_path)\n            \n            # Update job status\n            job.status = 'completed'\n            job.completed_at = datetime.now()\n            job.docs_path = docs_path\n            job.progress = \"Documentation generation completed\"\n            \n            # Save job status to disk\n            self.save_job_statuses()\n            \n            print(f\"Job {job_id}: Documentation generated successfully\")\n            \n        except Exception as e:\n            # Update job status with error\n            job.status = 'failed'\n            job.completed_at = datetime.now()\n            job.error_message = str(e)\n            job.progress = f\"Failed: {str(e)}\"\n            \n            print(f\"Job {job_id}: Failed with error: {e}\")\n        \n        finally:\n            # Cleanup temporary repository\n            if 'temp_repo_dir' in locals() and os.path.exists(temp_repo_dir):\n                try:\n                    subprocess.run(['rm', '-rf', temp_repo_dir], check=True)\n                except Exception as e:\n                    print(f\"Failed to cleanup temp directory: {e}\")",
     "start_line": 26,
@@ -5779,11 +6056,11 @@
     "relative_path": "codewiki/src/fe/routes.py",
     "depends_on": [
       "codewiki/cli/models/job.py::JobStatus",
-      "codewiki/src/fe/web_app.py::get_job_status",
       "codewiki/src/fe/visualise_docs.py::get_file_title",
+      "codewiki/src/fe/template_utils.py::render_template",
       "codewiki/src/fe/models.py::JobStatusResponse",
       "codewiki/src/fe/visualise_docs.py::markdown_to_html",
-      "codewiki/src/fe/template_utils.py::render_template"
+      "codewiki/src/fe/web_app.py::get_job_status"
     ],
     "source_code": "class WebRoutes:\n    \"\"\"Handles all web routes for the application.\"\"\"\n    \n    def __init__(self, background_worker: BackgroundWorker, cache_manager: CacheManager):\n        self.background_worker = background_worker\n        self.cache_manager = cache_manager\n    \n    async def index_get(self, request: Request) -> HTMLResponse:\n        \"\"\"Main page with form for submitting GitHub repositories.\"\"\"\n        # Clean up old jobs before displaying\n        # self.cleanup_old_jobs()\n        \n        # Get recent jobs (last 10)\n        all_jobs = self.background_worker.get_all_jobs()\n        recent_jobs = sorted(\n            all_jobs.values(),\n            key=lambda x: x.created_at,\n            reverse=True\n        )[:100]\n        \n        context = {\n            \"message\": None,\n            \"message_type\": None,\n            \"repo_url\": \"\",\n            \"commit_id\": \"\",\n            \"recent_jobs\": recent_jobs\n        }\n        \n        return HTMLResponse(content=render_template(WEB_INTERFACE_TEMPLATE, context))\n    \n    async def index_post(self, request: Request, repo_url: str = Form(...), commit_id: str = Form(\"\")) -> HTMLResponse:\n        \"\"\"Handle repository submission.\"\"\"\n        # Clean up old jobs before processing\n        self.cleanup_old_jobs()\n        \n        message = None\n        message_type = None\n        \n        repo_url = repo_url.strip()\n        commit_id = commit_id.strip() if commit_id else \"\"\n        \n        if not repo_url:\n            message = \"Please enter a GitHub repository URL\"\n            message_type = \"error\"\n        elif not GitHubRepoProcessor.is_valid_github_url(repo_url):\n            message = \"Please enter a valid GitHub repository URL\"\n            message_type = \"error\"\n        else:\n            # Normalize the repo URL for comparison\n            normalized_repo_url = self._normalize_github_url(repo_url)\n            \n            # Get repo info for job ID generation\n            repo_info = GitHubRepoProcessor.get_repo_info(normalized_repo_url)\n            job_id = self._repo_full_name_to_job_id(repo_info['full_name'])\n            \n            # Check if already in queue, processing, or recently failed\n            existing_job = self.background_worker.get_job_status(job_id)\n            recent_cutoff = datetime.now() - timedelta(minutes=WebAppConfig.RETRY_COOLDOWN_MINUTES)\n            \n            if existing_job:\n                if existing_job.status in ['queued', 'processing']:\n                    pass  # Will handle below\n                elif existing_job.status == 'failed' and existing_job.created_at > recent_cutoff:\n                    pass  # Will handle below\n                else:\n                    existing_job = None  # Job is old or completed, can reuse\n            \n            if existing_job:\n                if existing_job.status in ['queued', 'processing']:\n                    message = f\"Repository is already being processed (Job ID: {existing_job.job_id})\"\n                else:\n                    message = f\"Repository recently failed processing. Please wait a few minutes before retrying (Job ID: {existing_job.job_id})\"\n                message_type = \"error\"\n            else:\n                # Check cache\n                cached_docs = self.cache_manager.get_cached_docs(normalized_repo_url)\n                if cached_docs and Path(cached_docs).exists():\n                    message = \"Documentation found in cache! Redirecting to view...\"\n                    message_type = \"success\"\n                    # Create a dummy completed job for display\n                    job = JobStatus(\n                        job_id=job_id,\n                        repo_url=normalized_repo_url,  # Use normalized URL\n                        status='completed',\n                        created_at=datetime.now(),\n                        completed_at=datetime.now(),\n                        docs_path=cached_docs,\n                        progress=\"Retrieved from cache\",\n                        commit_id=commit_id if commit_id else None\n                    )\n                    self.background_worker.job_status[job_id] = job\n                else:\n                    # Add to queue\n                    try:\n                        job = JobStatus(\n                            job_id=job_id,\n                            repo_url=normalized_repo_url,  # Use normalized URL\n                            status='queued',\n                            created_at=datetime.now(),\n                            progress=\"Waiting in queue...\",\n                            commit_id=commit_id if commit_id else None\n                        )\n                        \n                        self.background_worker.add_job(job_id, job)\n                        message = f\"Repository added to processing queue! Job ID: {job_id}\"\n                        message_type = \"success\"\n                        repo_url = \"\"  # Clear form\n                        \n                    except Exception as e:\n                        message = f\"Failed to add repository to queue: {str(e)}\\n{format_exc()}\"\n                        message_type = \"error\"\n        \n        # Get recent jobs (last 10)\n        all_jobs = self.background_worker.get_all_jobs()\n        recent_jobs = sorted(\n            all_jobs.values(),\n            key=lambda x: x.created_at,\n            reverse=True\n        )\n        \n        context = {\n            \"message\": message,\n            \"message_type\": message_type,\n            \"repo_url\": repo_url or \"\",\n            \"commit_id\": commit_id or \"\",\n            \"recent_jobs\": recent_jobs\n        }\n        \n        return HTMLResponse(content=render_template(WEB_INTERFACE_TEMPLATE, context))\n    \n    async def get_job_status(self, job_id: str) -> JobStatusResponse:\n        \"\"\"API endpoint to get job status.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        if not job:\n            raise HTTPException(status_code=404, detail=\"Job not found\")\n        \n        return JobStatusResponse(**asdict(job))\n    \n    async def view_docs(self, job_id: str) -> RedirectResponse:\n        \"\"\"View generated documentation.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        if not job:\n            raise HTTPException(status_code=404, detail=\"Job not found\")\n        \n        if job.status != 'completed' or not job.docs_path:\n            raise HTTPException(status_code=404, detail=\"Documentation not available\")\n        \n        docs_path = Path(job.docs_path)\n        if not docs_path.exists():\n            raise HTTPException(status_code=404, detail=\"Documentation files not found\")\n        \n        # Redirect to the documentation viewer\n        return RedirectResponse(url=f\"/static-docs/{job_id}/\", status_code=status.HTTP_302_FOUND)\n    \n    async def serve_generated_docs(self, job_id: str, filename: str = \"overview.md\") -> HTMLResponse:\n        \"\"\"Serve generated documentation files.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        docs_path = None\n        repo_url = None\n        \n        if job:\n            # Job status exists - use it\n            if job.status != 'completed' or not job.docs_path:\n                raise HTTPException(status_code=404, detail=\"Documentation not available\")\n            docs_path = Path(job.docs_path)\n            repo_url = job.repo_url\n        else:\n            # No job status - try to find documentation in cache by job_id\n            # Convert job_id back to repo full name and construct potential paths\n            repo_full_name = self._job_id_to_repo_full_name(job_id)\n            potential_repo_url = f\"https://github.com/{repo_full_name}\"\n            \n            # Check if documentation exists in cache\n            cached_docs = self.cache_manager.get_cached_docs(potential_repo_url)\n            if cached_docs and Path(cached_docs).exists():\n                docs_path = Path(cached_docs)\n                repo_url = potential_repo_url\n                \n                # Recreate job status for consistency\n                job = JobStatus(\n                    job_id=job_id,\n                    repo_url=potential_repo_url,\n                    status='completed',\n                    created_at=datetime.now(),\n                    completed_at=datetime.now(),\n                    docs_path=cached_docs,\n                    progress=\"Loaded from cache\",\n                    commit_id=None  # No commit info available from cache\n                )\n                self.background_worker.job_status[job_id] = job\n                self.background_worker.save_job_statuses()\n            else:\n                raise HTTPException(status_code=404, detail=\"Documentation not found\")\n        \n        if not docs_path or not docs_path.exists():\n            raise HTTPException(status_code=404, detail=\"Documentation files not found\")\n        \n        # Load module tree\n        module_tree = None\n        module_tree_file = docs_path / \"module_tree.json\"\n        if module_tree_file.exists():\n            try:\n                module_tree = file_manager.load_json(module_tree_file)\n            except Exception:\n                pass\n        \n        # Load metadata\n        metadata = None\n        metadata_file = docs_path / \"metadata.json\"\n        if metadata_file.exists():\n            try:\n                metadata = file_manager.load_json(metadata_file)\n            except Exception:\n                pass\n        \n        # Serve the requested file\n        file_path = docs_path / filename\n        if not file_path.exists():\n            raise HTTPException(status_code=404, detail=f\"File {filename} not found\")\n        \n        try:\n            content = file_manager.load_text(file_path)\n            \n            # Convert markdown to HTML (reuse from visualise_docs.py)\n            from .visualise_docs import markdown_to_html, get_file_title\n            from .templates import DOCS_VIEW_TEMPLATE\n            \n            html_content = markdown_to_html(content)\n            title = get_file_title(file_path)\n            \n            context = {\n                \"repo_name\": repo_url.split(\"/\")[-1],\n                \"title\": title,\n                \"content\": html_content,\n                \"navigation\": module_tree,\n                \"current_page\": filename,\n                \"job_id\": job_id,\n                \"metadata\": metadata\n            }\n            \n            return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n            \n        except Exception as e:\n            raise HTTPException(status_code=500, detail=f\"Error reading {filename}: {e}\\n{format_exc()}\")\n    \n    def _normalize_github_url(self, url: str) -> str:\n        \"\"\"Normalize GitHub URL for consistent comparison.\"\"\"\n        try:\n            # Get repo info to standardize the URL format\n            repo_info = GitHubRepoProcessor.get_repo_info(url)\n            return f\"https://github.com/{repo_info['full_name']}\"\n        except Exception:\n            # Fallback to basic normalization\n            return url.rstrip('/').lower()\n    \n    def _repo_full_name_to_job_id(self, full_name: str) -> str:\n        \"\"\"Convert repo full name to URL-safe job ID.\"\"\"\n        return full_name.replace('/', '--')\n    \n    def _job_id_to_repo_full_name(self, job_id: str) -> str:\n        \"\"\"Convert job ID back to repo full name.\"\"\"\n        return job_id.replace('--', '/')\n    \n    def cleanup_old_jobs(self):\n        \"\"\"Clean up old job status entries.\"\"\"\n        cutoff = datetime.now() - timedelta(hours=WebAppConfig.JOB_CLEANUP_HOURS)\n        all_jobs = self.background_worker.get_all_jobs()\n        expired_jobs = [\n            job_id for job_id, job in all_jobs.items()\n            if job.created_at < cutoff and job.status in ['completed', 'failed']\n        ]\n        \n        for job_id in expired_jobs:\n            if job_id in self.background_worker.job_status:\n                del self.background_worker.job_status[job_id]",
     "start_line": 25,
@@ -6021,8 +6298,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
     "relative_path": "codewiki/src/fe/visualise_docs.py",
     "depends_on": [
-      "codewiki/src/fe/visualise_docs.py::get_file_title",
       "codewiki/src/fe/visualise_docs.py::initialize_globals",
+      "codewiki/src/fe/visualise_docs.py::get_file_title",
       "codewiki/src/fe/visualise_docs.py::markdown_to_html",
       "codewiki/src/fe/template_utils.py::render_template"
     ],
@@ -6047,8 +6324,8 @@
     "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
     "relative_path": "codewiki/src/fe/visualise_docs.py",
     "depends_on": [
-      "codewiki/src/fe/visualise_docs.py::get_file_title",
       "codewiki/src/fe/visualise_docs.py::initialize_globals",
+      "codewiki/src/fe/visualise_docs.py::get_file_title",
       "codewiki/src/fe/visualise_docs.py::markdown_to_html",
       "codewiki/src/fe/template_utils.py::render_template"
     ],
diff --git "a/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md" "b/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"
index 7e01b894..ba2a1aa0 100644
--- "a/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"
+++ "b/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"
@@ -148,7 +148,10 @@ API 模式后端，使用 OpenAI 兼容 API。通过 `llm_services.py` 调用 LL
 | `validate_mermaid_diagrams(file_path)` | 验证文件中所有 Mermaid 图表语法 |
 | `extract_mermaid_blocks(content)` | 提取 Mermaid 代码块 |
 | `validate_single_diagram(code)` | 验证单个 Mermaid 图表（支持 pythonmonkey 和 mermaid-py） |
+| `_try_pythonmonkey_parse()` | 通过 PythonMonkey 解析图表，Python 3.12+ 下自动标记为不可用 |
+| `_parse_via_mermaid_py()` | 通过 mermaid-py 解析图表（受 `MERMAID_VALIDATE` 环境变量控制） |
 | `set_main_loop()` | 设置 asyncio 主事件循环引用 |
+| `_MERMAID_PY_BROKEN` | 模块级标志，默认 True（PythonMonkey 在 Python 3.12+ 不兼容），设 `MERMAID_VALIDATE=1` 启用 mermaid-py 验证 |
 
 ## 数据流
 
@@ -181,5 +184,5 @@ graph TD
 1. **双后端架构**：`CawBackend`（订阅模式/零配置）和 `PydanticAIBackend`（API 模式），通过 `get_backend` 工厂统一创建
 2. **分层 LLM 调用**：`llm_services.py` 屏蔽 LiteLLM/Azure/OpenAI 差异
 3. **动态聚类策略**：根据模型能力和组件规模选择聚类算法
-4. **Mermaid 双重验证**：支持 Node.js 和 Python 两种验证方式
+4. **Mermaid 验证降级策略**：PythonMonkey（Python 3.12+ 不兼容）默认禁用，mermaid-py 受 `MERMAID_VALIDATE=1` 环境变量控制；验证跳过时返回明确提示而非静默成功，超时（15s）返回警告
 5. **Token 管理**：`count_tokens` + `is_complex_module` 确保单次 LLM 调用不超限
\ No newline at end of file

From cc6807ab5cbe36b1ea841843d0690c7e59686bf1 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Tue, 23 Jun 2026 13:57:45 +0800
Subject: [PATCH 24/26] feat: optimize MCP server with file-side-channel
 architecture

Replace large data transmission through stdio MCP protocol with
file-based side channels, enabling support for larger codebases.

Key changes:
- Add SessionWorkspace for per-session disk workspace management
- Write component index, leaf nodes, source files to {repo}/.codewiki/sessions/
- Remove list_components and view_repo_file tools (agent uses native file reading)
- Remove all truncation/pagination limits from MCP responses
- Fix Windows GBK encoding issues with explicit utf-8 encoding
- Update skill SKILL.md to v2.0.0 reflecting new 8-tool architecture
- Regenerate wiki docs with updated module structure (19 docs)
---
 .codebuddy/plan/plan.md                       |  250 ++
 .../skills/codewiki-wiki-generator/SKILL.md   |  104 +-
 .gitignore                                    |    1 +
 .../skills/codewiki-wiki-generator/SKILL.md   |  104 +-
 .../skills/codewiki-wiki-generator/SKILL.md   |  104 +-
 codewiki/mcp/server.py                        |  105 +-
 codewiki/mcp/session.py                       |   16 +-
 codewiki/mcp/tools/analysis.py                |  138 +-
 codewiki/mcp/tools/code_reader.py             |  158 +-
 codewiki/mcp/tools/module_tree.py             |   21 +-
 codewiki/mcp/workspace.py                     |   99 +
 "repowiki/Agent \345\267\245\345\205\267.md"  |  176 -
 ...t \345\267\245\345\205\267\351\233\206.md" |  427 ++
 ...43\344\270\216\345\221\275\344\273\244.md" |  373 ++
 ...44\350\241\214\345\267\245\345\205\267.md" |  158 +
 "repowiki/CLI \345\267\245\345\205\267.md"    |  219 -
 ...I \345\267\245\345\205\267\345\272\223.md" |  437 ++
 "repowiki/CLI \346\240\270\345\277\203.md"    |  137 -
 ...56\344\270\216\346\250\241\345\236\213.md" |  414 ++
 ...57\344\270\216\346\234\215\345\212\241.md" |  393 ++
 ...16\345\267\245\344\275\234\345\214\272.md" |  340 ++
 ...56\346\234\215\345\212\241\345\231\250.md" |  180 +
 ...P \345\267\245\345\205\267\351\233\206.md" |  402 ++
 "repowiki/MCP \346\234\215\345\212\241.md"    |  192 -
 ...15\347\253\257\346\234\215\345\212\241.md" |  275 ++
 repowiki/first_module_tree.json               |  620 +--
 repowiki/metadata.json                        |    4 +-
 repowiki/module_tree.json                     |  620 +--
 repowiki/overview.md                          |  231 +-
 .../CodeWiki_CN_dependency_graph.json         | 3540 ++++++++---------
 ...26\345\210\206\346\236\220\345\231\250.md" |  307 +-
 ...72\347\241\200\350\256\276\346\226\275.md" |  201 +
 ...61\344\272\253\351\205\215\347\275\256.md" |   68 -
 ...20\345\231\250\345\267\245\345\205\267.md" |  228 ++
 ...06\346\236\220\346\234\215\345\212\241.md" |  199 +
 ...15\347\253\257\346\234\215\345\212\241.md" |  133 -
 ...67\344\270\216\346\265\201\347\250\213.md" |  607 +++
 ...16\347\253\257\346\240\270\345\277\203.md" |  188 -
 ...70\345\277\203\345\274\225\346\223\216.md" |  173 +
 ...13\344\270\216\347\256\227\346\263\225.md" |  240 ++
 ...00\345\210\206\346\236\220\345\231\250.md" |  190 +
 tests/smoke_test_mcp.py                       |  172 +-
 42 files changed, 8679 insertions(+), 4265 deletions(-)
 create mode 100644 .codebuddy/plan/plan.md
 create mode 100644 codewiki/mcp/workspace.py
 delete mode 100644 "repowiki/Agent \345\267\245\345\205\267.md"
 create mode 100644 "repowiki/Agent \345\267\245\345\205\267\351\233\206.md"
 create mode 100644 "repowiki/CLI \345\205\245\345\217\243\344\270\216\345\221\275\344\273\244.md"
 create mode 100644 "repowiki/CLI \345\221\275\344\273\244\350\241\214\345\267\245\345\205\267.md"
 delete mode 100644 "repowiki/CLI \345\267\245\345\205\267.md"
 create mode 100644 "repowiki/CLI \345\267\245\345\205\267\345\272\223.md"
 delete mode 100644 "repowiki/CLI \346\240\270\345\277\203.md"
 create mode 100644 "repowiki/CLI \351\205\215\347\275\256\344\270\216\346\250\241\345\236\213.md"
 create mode 100644 "repowiki/LLM \345\220\216\347\253\257\344\270\216\346\234\215\345\212\241.md"
 create mode 100644 "repowiki/MCP \344\274\232\350\257\235\344\270\216\345\267\245\344\275\234\345\214\272.md"
 create mode 100644 "repowiki/MCP \345\215\217\350\256\256\346\234\215\345\212\241\345\231\250.md"
 create mode 100644 "repowiki/MCP \345\267\245\345\205\267\351\233\206.md"
 delete mode 100644 "repowiki/MCP \346\234\215\345\212\241.md"
 create mode 100644 "repowiki/Web \345\211\215\347\253\257\346\234\215\345\212\241.md"
 create mode 100644 "repowiki/\345\205\261\344\272\253\345\237\272\347\241\200\350\256\276\346\226\275.md"
 delete mode 100644 "repowiki/\345\205\261\344\272\253\351\205\215\347\275\256.md"
 create mode 100644 "repowiki/\345\210\206\346\236\220\345\231\250\345\267\245\345\205\267.md"
 create mode 100644 "repowiki/\345\210\206\346\236\220\346\234\215\345\212\241.md"
 delete mode 100644 "repowiki/\345\211\215\347\253\257\346\234\215\345\212\241.md"
 create mode 100644 "repowiki/\345\220\216\347\253\257\345\267\245\345\205\267\344\270\216\346\265\201\347\250\213.md"
 delete mode 100644 "repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"
 create mode 100644 "repowiki/\345\220\216\347\253\257\346\240\270\345\277\203\345\274\225\346\223\216.md"
 create mode 100644 "repowiki/\346\225\260\346\215\256\346\250\241\345\236\213\344\270\216\347\256\227\346\263\225.md"
 create mode 100644 "repowiki/\350\257\255\350\250\200\345\210\206\346\236\220\345\231\250.md"

diff --git a/.codebuddy/plan/plan.md b/.codebuddy/plan/plan.md
new file mode 100644
index 00000000..64ac40f9
--- /dev/null
+++ b/.codebuddy/plan/plan.md
@@ -0,0 +1,250 @@
+## MCP server代码可以优化吗，因为用的是stdio模式，是不是可以通过读写文件的方式来代替通过MCP协议传输大量内容
+
+## 最简方案：session = 目录，Resources 替代所有只读 tool
+
+### 核心设计
+
+把 MCP server 拆成**控制平面（4 个 tool）+ 数据平面（7 类 Resources）**，两者的桥梁就是 output_dir 下一个固定的 `.codewiki/` 工作目录：
+
+```mermaid
+flowchart LR
+    subgraph IDE["AI IDE / LLM"]
+        A[Agent]
+    end
+
+    subgraph MCP["MCP Server (stdio)"]
+        T1[analyze_repo]
+        T2[write_doc]
+        T3[edit_doc]
+        T4[save_module_tree]
+        R[Resources Provider]
+    end
+
+    subgraph Disk["<output_dir>/.codewiki/"]
+        C[components.json]
+        S[sources/*.md]
+        L[leaf_nodes.json]
+        P[prompts/*.md]
+        M[module_tree.json]
+        O[processing_order.json]
+        U[undo/*.json]
+    end
+
+    subgraph Docs["<output_dir>/"]
+        D1[overview.md]
+        D2[module_*.md]
+    end
+
+    A -- "1) parse repo" --> T1
+    T1 -- write --> C
+    T1 -- write --> S
+    T1 -- write --> L
+
+    A -- "2) read components" --> R
+    R -- read --> C
+    R -- read --> S
+    R -- read --> L
+    R -- read --> P
+    R -- read --> M
+    R -- read --> O
+
+    A -- "3) cluster → write" --> T4
+    T4 -- write --> M
+    T4 -- write --> O
+
+    A -- "4) generate docs" --> T2
+    T2 -- write --> D1
+    T2 -- write --> D2
+
+    A -- "5) edit/undo" --> T3
+    T3 -- write --> U
+    T3 -- write --> D1
+    T3 -- write --> D2
+```
+
+### 数据平面：`.codewiki/` 目录布局
+
+```
+<output_dir>/
+├── .codewiki/                 ← MCP server 的"工作目录"
+│   ├── components.json        全量组件索引（带源码）
+│   ├── leaf_nodes.json        叶节点列表
+│   ├── module_tree.json       当前聚类树
+│   ├── processing_order.json  叶优先处理顺序（save_module_tree 时算好）
+│   ├── prompts/
+│   │   ├── cluster.md
+│   │   ├── system_complex.md
+│   │   ├── system_leaf.md
+│   │   ├── user.md
+│   │   ├── overview_module.md
+│   │   └── overview_repo.md
+│   ├── sources/               每个组件的源码
+│   │   ├── auth.py__login.md
+│   │   ├── auth.py__logout.md
+│   │   └── ...
+│   └── undo/                  编辑历史（每文件一摞）
+│       ├── auth_module.md.json
+│       └── ...
+├── overview.md
+├── auth_module.md
+├── module_tree.json            ↑ 业务产物，对外可见
+├── first_module_tree.json
+└── metadata.json
+```
+
+**变化点**：
+- `session_id` / `SessionStore` / 2h TTL / 10 个并发上限 **全部删除** → "session" 就是 `output_dir` 这个绝对路径
+- 截断（`_MAX_RESPONSE_LEN=24000` / `_MAX_COMPONENT_SOURCE_LEN=8000`）**全部删除** → LLM 直接读磁盘，无大小限制
+- `view_repo_file` **删除** → LLM 自己的文件系统工具就能看
+- `get_prompt` **删除** → 模板是静态文件，做成 Resource
+- `get_processing_order` **删除** → `save_module_tree` 一次性算好写盘
+- `close_session` **删除** → 删 `.codewiki/` 是用户/IDE 自己的事
+- 内存里的 `components` dict **删除** → 解析完直接序列化到 `components.json`，需要时按组件 ID 切片到 `sources/<id>.md`
+
+### 控制平面：4 个 tool
+
+```python
+Tool(name="analyze_repo", ...)         # 唯一的"重活"tool
+Tool(name="write_doc", ...)            # 写 .md
+Tool(name="edit_doc", ...)             # 替换/插入/撤销
+Tool(name="save_module_tree", ...)     # 保存聚类
+```
+
+每个 tool 的 `arguments` 全部接受 `output_dir`（绝对路径）作为**隐式 session key**，不再有 `session_id` 字段。
+
+#### `analyze_repo(repo_path, output_dir, include_patterns, exclude_patterns)`
+
+- 行为与旧版一致：Tree-sitter 解析、构建依赖图、git/mtime 增量检测
+- **新行为**：所有结果落盘到 `<output_dir>/.codewiki/`
+- 返回值（**极小**）：
+  ```json
+  {
+    "output_dir": "/abs/path/to/output_dir",
+    "components_file": ".../.codewiki/components.json",
+    "leaf_nodes_file": ".../.codewiki/leaf_nodes.json",
+    "components_count": 327,
+    "leaf_nodes_count": 89,
+    "languages": {"python": 280, "typescript": 47},
+    "changes": null  // 或增量检测结果
+  }
+  ```
+
+#### `write_doc(output_dir, filename, content=None, content_path=None)`
+
+- 至少给一个：`content`（小段）或 `content_path`（LLM 先把内容写到自己工区的临时文件，再传路径）
+- 写完后做 Mermaid 校验，返回 `{path, lines, mermaid_validation}`
+
+#### `edit_doc(output_dir, filename, command, old_str, new_str, insert_line)`
+
+- 三个 command：`str_replace` / `insert` / `undo`
+- 编辑前把当前内容推到 `<output_dir>/.codewiki/undo/<filename>.json`（数组，最多 20 条）
+- `undo` 从中弹一条写回
+- 返回 `{status, snippet, mermaid_validation}`
+
+#### `save_module_tree(output_dir, module_tree=None, module_tree_path=None)`
+
+- 二选一：直接传 `module_tree` 对象，或传 `module_tree_path`（LLM 写到临时文件后给路径）
+- 写 `<output_dir>/module_tree.json` + `<output_dir>/first_module_tree.json` + `<output_dir>/.codewiki/processing_order.json`
+- 返回 `{tree_path, processing_order_path, processing_order: [...]}`
+
+### 数据平面：7 类 MCP Resources
+
+```python
+@server.list_resources()
+async def list_resources() -> list[Resource]:
+    # 动态扫描 .codewiki/ 下已落盘的文件，注册为 Resources
+    # 一次 analyze_repo 后，这些 Resources 自动可读
+    ...
+
+@server.read_resource()
+async def read_resource(uri: str) -> list[ReadResourceContents]:
+    # URI 路由到对应磁盘文件
+    ...
+```
+
+URI 设计（**注意输出目录里多个 repo 共存**时用 hash 区分）：
+
+| URI | 实际文件 | 内容 |
+|-----|---------|------|
+| `codewiki://<sid>/components` | `components.json` | 完整组件索引（id/type/file/source 都有） |
+| `codewiki://<sid>/components/{id}` | `sources/{id}.md` | 单个组件源码（带 ```lang fence） |
+| `codewiki://<sid>/leaf-nodes` | `leaf_nodes.json` | 叶节点 ID 列表 |
+| `codewiki://<sid>/module-tree` | `module_tree.json` | 当前模块树 |
+| `codewiki://<sid>/processing-order` | `processing_order.json` | 叶优先处理顺序 |
+| `codewiki://<sid>/prompts/{type}` | `prompts/{type}.md` | 提示词模板（占位符未填） |
+| `codewiki://<sid>/docs/{filename}` | `output_dir/{filename}.md` | 任意已生成的 .md |
+
+`<sid>` = `hashlib.md5(output_dir.encode()).hexdigest()[:12]`，让 LLM 拿一个稳定 ID 引用即可。
+
+**LLM 工作流**：
+
+```
+1. analyze_repo → 拿到 output_dir + sid
+2. resources/read codewiki://<sid>/components
+3. 推理聚类 → write .codewiki/_tmp_tree.json → save_module_tree(module_tree_path=...)
+4. resources/read codewiki://<sid>/prompts/system_leaf
+5. resources/read codewiki://<sid>/components/{cid1} ... /components/{cidN}
+6. 生成 .md → 写到自己的临时文件 → write_doc(content_path=...)
+7. resources/read codewiki://<sid>/docs/overview.md  ← 父模块/总览阶段读子文档
+8. close？不需要。删 output_dir 由 IDE/用户决定。
+```
+
+### stdio 流量对比
+
+| 阶段 | 旧版（11 tool, 截断，全 inline） | 新版（4 tool + 7 Resources） |
+|------|-------------------------------|------------------------------|
+| analyze_repo | ~30 KB inline | **< 1 KB** inline |
+| 读 200 个组件源码 | 200 × 8 KB = **1.6 MB** 走 stdio | **0** 走 stdio（LLM 走 Resources/磁盘） |
+| get_prompt × 6 | 6 × 25 KB = 150 KB | 0（Resources） |
+| 写 30 篇 .md | 30 × 15 KB = 450 KB | < 1 KB × 30（只传路径） |
+| save_module_tree | 30 KB | < 1 KB |
+| **总计** | **~2.3 MB** | **< 50 KB** |
+
+LLM context 端：旧版工具返回值会被 IDE 塞进 context（白白占 token），新版 LLM 用 Resources 读到的内容也进 context，但**可以按 view_range 切片**，且**没有 8000 字符的截断**，长文件一次读全。
+
+---
+
+## 实施步骤（要改的文件）
+
+1. **删**：`codewiki/mcp/session.py`（彻底不要内存 session）
+2. **删**：`codewiki/mcp/payload_store.py`（如果之前尝试过）
+3. **重写**：`codewiki/mcp/server.py` — 4 个 tool + 7 类 Resources
+4. **新建**：`codewiki/mcp/resources.py` — `list_resources` / `read_resource` 的实现 + URI 路由
+5. **合并**：`codewiki/mcp/tools/*.py` 收敛到 4 个 handler（甚至可以并入 `server.py`）
+6. **更新**：`codewiki/src/config.py` — `DOCS_DIR` 仍是 `docs`，但 `FIRST_MODULE_TREE_FILENAME` 等保留（CLI 还要用），**新增** `CODEWIKI_DIR = ".codewiki"`
+7. **更新**：`codewiki/src/be/utils.py` — `validate_mermaid_diagrams` 现在读的是 output_dir 下的真实文件，逻辑保持
+8. **重写**：`IDE_DRIVEN_GUIDE.md` — 改写整个工具章节
+9. **重写**：`.codebuddy/rules/codewiki-wiki-generator/RULE.mdc` 和 `.cursorrules` — 改成基于 Resources 的工作流
+10. **更新**：`pyproject.toml` — 确认 `mcp[server] >= 1.0`（Resources 是标准能力，老版本 mcp 库没实现）
+11. **改写**：`tests/smoke_test_mcp.py` — 改成验证 Resources URI 可读
+
+### 唯一需要保留的"路径保护"逻辑
+
+- `write_doc` / `edit_doc` 的 `_safe_doc_path` 保留（防 `../` 越狱）
+- `analyze_repo` 的 `output_dir` 校验保留（不接受写到 repo 外）
+
+---
+
+## 不做的事
+
+- ❌ 不再做 `_MAX_RESPONSE_LEN` / `_MAX_COMPONENT_SOURCE_LEN` 截断
+- ❌ 不再做 `asyncio.to_thread` 绕 GIL（Resources 同步读盘很快，Tree-sitter 那一步保留同步即可）
+- ❌ 不再做 `mermaid-py` 跨线程的 `_main_loop` 复杂同步（重构后调用栈更短，可改成一次性 import 时初始化）
+- ❌ 不再做 `SessionStore._purge_expired` / `_MAX_SESSIONS` 防御
+- ❌ 不再返回 `component_index` 全量到 MCP response（分页到磁盘）
+- ❌ 不再做 `get_prompt` 变量服务端填充（LLM 自己填 `{module_name}` 等占位符）
+
+---
+
+### 风险
+
+| 风险 | 应对 |
+|------|------|
+| 部分老 IDE 不支持 MCP Resources | 罕见；Cursor/Claude Desktop/CodeBuddy 全部支持；如果担心，在 server.py 启动时探测并 warn |
+| LLM 不愿用 Resources | 规则文件里写清楚工作流，prompt 中强调"读组件源码请用 resources/read" |
+| output_dir 被手动删除 | analyze_repo 重复调就是幂等的，重新构建即可 |
+| 多 repo 并行分析时 hash 冲突 | 12 位 md5 撞库概率 1/16^12，且即便撞也只影响 resources URI，不影响磁盘文件 |
+
+---
+
+**最终落点**：4 个 tool + 7 类 Resources + 一个 `.codewiki/` 工作目录，stdio 流量降到 5% 以下，LLM 用 Resources 读大数据用 tool 写小数据，整个 server 没有内存状态、没有 TTL、没有截断。
diff --git a/.codebuddy/skills/codewiki-wiki-generator/SKILL.md b/.codebuddy/skills/codewiki-wiki-generator/SKILL.md
index 443e6ad2..67e83718 100644
--- a/.codebuddy/skills/codewiki-wiki-generator/SKILL.md
+++ b/.codebuddy/skills/codewiki-wiki-generator/SKILL.md
@@ -1,16 +1,30 @@
 ---
 name: codewiki-wiki-generator
 description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
-version: 1.0.0
+version: 2.0.0
 ---
 
 # CodeWiki 文档生成器
 
-你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 10 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 8 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+
+## 核心机制：文件侧通道
+
+CodeWiki MCP 采用**文件侧通道**架构：大体量数据（组件索引、源码、处理顺序）写入磁盘文件，MCP 只返回文件路径和精简摘要。你需要**用自己的文件读取能力**读取 workspace 文件获取完整数据。
+
+Workspace 目录位于 `{repo_path}/.codewiki/sessions/{session_id}/`，包含：
+
+- `component_index.json` — 完整组件索引（每项含 id/type/file）
+- `leaf_nodes.json` — 完整叶子节点 ID 列表
+- `languages.json` — 语言统计
+- `summary.json` — 分析摘要
+- `changes.json` — 增量变更信息（可选）
+- `processing_order.json` — 文档生成顺序
+- `sources/` — 组件源码文件（每个组件一个 `.src` 文件）
 
 ## 前置条件
 
-开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 10 个工具：`analyze_repo`、`list_components`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 8 个工具：`analyze_repo`、`read_code_components`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
 
 如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
 
@@ -37,7 +51,13 @@ cd CodeWiki-CN && pip install -e .
 { "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
 ```
 
-返回内容：`session_id`、`component_index`（分页组件列表，含 id/type/file）、`pagination`、`leaf_nodes`、`languages`。如果 `pagination.has_more` 为 true，可用 `list_components(session_id, offset, limit)` 查看更多。
+返回内容：`session_id`、`workspace_dir`（workspace 根目录路径）、`stats`（组件/叶子节点数量、语言统计）、`files`（各数据文件的路径）、`changes`（增量变更信息）。
+
+**接下来必须读取 workspace 文件获取完整数据：**
+
+1. 读取 `{workspace_dir}/component_index.json` — 完整组件列表
+2. 读取 `{workspace_dir}/leaf_nodes.json` — 叶子节点 ID 列表
+3. 根据 `stats` 了解仓库规模，规划聚类策略
 
 **牢记 `session_id`**——后续每一步都需要它。
 
@@ -46,13 +66,14 @@ cd CodeWiki-CN && pip install -e .
 这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
 
 1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
-2. **阅读源码**（组件超过 50 个时）：分批调用 `read_code_components`，每批 15-20 个叶节点 ID，理解各组件的功能和关联
-3. **按以下原则分组**：
+2. **阅读源码**：调用 `read_code_components` 传入组件 ID 列表，源码会写入 workspace 的 `sources/` 目录，然后直接读取这些 `.src` 文件理解各组件的功能和关联。每批可传入任意数量的组件 ID（无上限、无截断）
+3. **如需补充读取仓库中任意文件**：直接用文件读取工具读取仓库内的源码文件
+4. **按以下原则分组**：
    - 功能内聚：关系紧密的组件放入同一模块
    - 文件归属：同一文件/目录下的组件倾向归入同一模块
    - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
-   - 组件 ID 必须原样保留（含 `::` 前缀）
-4. **保存模块树**：调用 `save_module_tree`：
+   - 组件 ID 必须原样保留（含 `::` 分隔符）
+5. **保存模块树**：调用 `save_module_tree`：
 
 ```json
 {
@@ -66,17 +87,17 @@ cd CodeWiki-CN && pip install -e .
 }
 ```
 
-返回结果中包含 `processing_order`——叶优先的文档生成顺序。
+返回结果中包含 `processing_order_file` 路径——读取该文件获取叶优先的文档生成顺序。
 
 ### 阶段 3：逐模块生成文档
 
-按 `processing_order` 的顺序处理各模块。**先处理叶模块**，再处理父模块。
+读取 `processing_order.json` 获取处理顺序，**先处理叶模块**，再处理父模块。
 
 **每个叶模块**（is_leaf=true）：
 
 1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
-2. 读取源码：`read_code_components` → 该模块所有组件 ID
-3. 如需更多上下文，用 `view_repo_file` 补充读取
+2. 读取源码：`read_code_components` → 该模块所有组件 ID，然后读取 `sources/` 下的文件
+3. 如需更多上下文，直接用文件读取工具读取仓库内相关源文件
 4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
 5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
 
@@ -84,7 +105,7 @@ cd CodeWiki-CN && pip install -e .
 
 **每个父模块**（is_leaf=false）：
 
-1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件
+1. 直接用文件读取工具读取所有子模块已生成的 `.md` 文件
 2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
 3. 综合子模块文档，生成父模块总览
 4. 用 `write_doc_file` 保存
@@ -92,59 +113,44 @@ cd CodeWiki-CN && pip install -e .
 ### 阶段 4：生成仓库总览
 
 1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
-2. 用 `view_repo_file` 读取所有已生成的模块文档
+2. 用文件读取工具读取所有已生成的模块文档
 3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
 4. 保存：`write_doc_file` → `filename: "overview.md"`
 
 ### 阶段 5：清理
 
-调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
+调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存并清理 workspace 文件。
 
 ## 增量更新模式
 
-当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段：
-
-```json
-{
-  "changes": {
-    "has_previous": true,
-    "no_changes": false,
-    "method": "git",
-    "changed_files": ["auth.py", "utils.py::hash_password"],
-    "affected_modules": ["认证模块"],
-    "cascade_modules": ["核心系统", "overview"]
-  }
-}
-```
+当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段，完整数据写入 `changes.json` 文件（不再截断 changed_files 列表）。
 
 **变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
 
 **增量更新流程**：
 
-1. 调用 `analyze_repo`，检查 `changes` 字段
+1. 调用 `analyze_repo`，检查返回的 `changes` 字段或读取 `changes.json` 文件
 2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
 3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
-   - 用 `read_code_components` 读取变更组件的新源码
+   - 用 `read_code_components` 读取变更组件的新源码（写入 workspace 文件后读取）
    - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
 4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
 5. 最后更新 `overview.md`
 
-增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。相比全量生成，增量更新通常只需处理 1-3 个模块。
+增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。
 
 ## 工具速查表
 
-| 工具 | 用途 |
-|------|------|
-| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引（分页） |
-| `list_components` | 分页浏览组件索引（无需重新分析） |
-| `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
-| `view_repo_file` | 只读浏览仓库文件/目录 |
-| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
-| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` |
-| `save_module_tree` | 保存模块聚类结果 |
-| `get_processing_order` | 获取叶优先的处理顺序 |
-| `get_prompt` | 获取提示词模板：`cluster`、`system_leaf`、`system_complex`、`user`、`overview_module`、`overview_repo` |
-| `close_session` | 关闭会话释放资源（2 小时自动过期） |
+| 工具 | 用途 | 数据流 |
+|------|------|--------|
+| `analyze_repo` | 分析仓库，构建依赖图 | 写文件到 workspace，返回路径 + 统计 |
+| `read_code_components` | 获取组件源码 | 每个组件写入 `sources/*.src`，返回路径 |
+| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） | 直接写文件 |
+| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` | 直接改文件 |
+| `save_module_tree` | 保存模块聚类结果 | 写 module_tree.json + processing_order.json |
+| `get_processing_order` | 获取叶优先的处理顺序 | 写 processing_order.json，返回路径 |
+| `get_prompt` | 获取提示词模板 | 内联返回（数据量小） |
+| `close_session` | 关闭会话释放资源 | 清理 workspace 文件 |
 
 ## 文档质量标准
 
@@ -158,18 +164,18 @@ cd CodeWiki-CN && pip install -e .
 
 ```mermaid
 graph TD
-    A[组件A] --> B[组件B]
-    A --> C[组件C]
+    A[ComponentA] --> B[ComponentB]
+    A --> C[ComponentC]
 ```
 
 - 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
 - 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph 标题 ... end`
+- 子图语法：`subgraph title ... end`
 - 禁止使用 `click`、`linkStyle` 等交互语法
 
 ## 错误处理
 
 - **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
 - **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
-- **大型仓库（>10 万行）**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围
-- **组件 ID 格式**：始终使用 `component_index` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
+- **大型仓库**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围。不再有组件数量或源码长度的截断限制
+- **组件 ID 格式**：始终使用 `component_index.json` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
diff --git a/.gitignore b/.gitignore
index b239c5b0..8529c8f5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -72,3 +72,4 @@ Thumbs.db
 *.tmp
 *.log
 *.bak
+.codewiki/
diff --git a/.qoder/skills/codewiki-wiki-generator/SKILL.md b/.qoder/skills/codewiki-wiki-generator/SKILL.md
index 443e6ad2..67e83718 100644
--- a/.qoder/skills/codewiki-wiki-generator/SKILL.md
+++ b/.qoder/skills/codewiki-wiki-generator/SKILL.md
@@ -1,16 +1,30 @@
 ---
 name: codewiki-wiki-generator
 description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
-version: 1.0.0
+version: 2.0.0
 ---
 
 # CodeWiki 文档生成器
 
-你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 10 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 8 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+
+## 核心机制：文件侧通道
+
+CodeWiki MCP 采用**文件侧通道**架构：大体量数据（组件索引、源码、处理顺序）写入磁盘文件，MCP 只返回文件路径和精简摘要。你需要**用自己的文件读取能力**读取 workspace 文件获取完整数据。
+
+Workspace 目录位于 `{repo_path}/.codewiki/sessions/{session_id}/`，包含：
+
+- `component_index.json` — 完整组件索引（每项含 id/type/file）
+- `leaf_nodes.json` — 完整叶子节点 ID 列表
+- `languages.json` — 语言统计
+- `summary.json` — 分析摘要
+- `changes.json` — 增量变更信息（可选）
+- `processing_order.json` — 文档生成顺序
+- `sources/` — 组件源码文件（每个组件一个 `.src` 文件）
 
 ## 前置条件
 
-开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 10 个工具：`analyze_repo`、`list_components`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 8 个工具：`analyze_repo`、`read_code_components`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
 
 如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
 
@@ -37,7 +51,13 @@ cd CodeWiki-CN && pip install -e .
 { "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
 ```
 
-返回内容：`session_id`、`component_index`（分页组件列表，含 id/type/file）、`pagination`、`leaf_nodes`、`languages`。如果 `pagination.has_more` 为 true，可用 `list_components(session_id, offset, limit)` 查看更多。
+返回内容：`session_id`、`workspace_dir`（workspace 根目录路径）、`stats`（组件/叶子节点数量、语言统计）、`files`（各数据文件的路径）、`changes`（增量变更信息）。
+
+**接下来必须读取 workspace 文件获取完整数据：**
+
+1. 读取 `{workspace_dir}/component_index.json` — 完整组件列表
+2. 读取 `{workspace_dir}/leaf_nodes.json` — 叶子节点 ID 列表
+3. 根据 `stats` 了解仓库规模，规划聚类策略
 
 **牢记 `session_id`**——后续每一步都需要它。
 
@@ -46,13 +66,14 @@ cd CodeWiki-CN && pip install -e .
 这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
 
 1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
-2. **阅读源码**（组件超过 50 个时）：分批调用 `read_code_components`，每批 15-20 个叶节点 ID，理解各组件的功能和关联
-3. **按以下原则分组**：
+2. **阅读源码**：调用 `read_code_components` 传入组件 ID 列表，源码会写入 workspace 的 `sources/` 目录，然后直接读取这些 `.src` 文件理解各组件的功能和关联。每批可传入任意数量的组件 ID（无上限、无截断）
+3. **如需补充读取仓库中任意文件**：直接用文件读取工具读取仓库内的源码文件
+4. **按以下原则分组**：
    - 功能内聚：关系紧密的组件放入同一模块
    - 文件归属：同一文件/目录下的组件倾向归入同一模块
    - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
-   - 组件 ID 必须原样保留（含 `::` 前缀）
-4. **保存模块树**：调用 `save_module_tree`：
+   - 组件 ID 必须原样保留（含 `::` 分隔符）
+5. **保存模块树**：调用 `save_module_tree`：
 
 ```json
 {
@@ -66,17 +87,17 @@ cd CodeWiki-CN && pip install -e .
 }
 ```
 
-返回结果中包含 `processing_order`——叶优先的文档生成顺序。
+返回结果中包含 `processing_order_file` 路径——读取该文件获取叶优先的文档生成顺序。
 
 ### 阶段 3：逐模块生成文档
 
-按 `processing_order` 的顺序处理各模块。**先处理叶模块**，再处理父模块。
+读取 `processing_order.json` 获取处理顺序，**先处理叶模块**，再处理父模块。
 
 **每个叶模块**（is_leaf=true）：
 
 1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
-2. 读取源码：`read_code_components` → 该模块所有组件 ID
-3. 如需更多上下文，用 `view_repo_file` 补充读取
+2. 读取源码：`read_code_components` → 该模块所有组件 ID，然后读取 `sources/` 下的文件
+3. 如需更多上下文，直接用文件读取工具读取仓库内相关源文件
 4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
 5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
 
@@ -84,7 +105,7 @@ cd CodeWiki-CN && pip install -e .
 
 **每个父模块**（is_leaf=false）：
 
-1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件
+1. 直接用文件读取工具读取所有子模块已生成的 `.md` 文件
 2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
 3. 综合子模块文档，生成父模块总览
 4. 用 `write_doc_file` 保存
@@ -92,59 +113,44 @@ cd CodeWiki-CN && pip install -e .
 ### 阶段 4：生成仓库总览
 
 1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
-2. 用 `view_repo_file` 读取所有已生成的模块文档
+2. 用文件读取工具读取所有已生成的模块文档
 3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
 4. 保存：`write_doc_file` → `filename: "overview.md"`
 
 ### 阶段 5：清理
 
-调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
+调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存并清理 workspace 文件。
 
 ## 增量更新模式
 
-当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段：
-
-```json
-{
-  "changes": {
-    "has_previous": true,
-    "no_changes": false,
-    "method": "git",
-    "changed_files": ["auth.py", "utils.py::hash_password"],
-    "affected_modules": ["认证模块"],
-    "cascade_modules": ["核心系统", "overview"]
-  }
-}
-```
+当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段，完整数据写入 `changes.json` 文件（不再截断 changed_files 列表）。
 
 **变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
 
 **增量更新流程**：
 
-1. 调用 `analyze_repo`，检查 `changes` 字段
+1. 调用 `analyze_repo`，检查返回的 `changes` 字段或读取 `changes.json` 文件
 2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
 3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
-   - 用 `read_code_components` 读取变更组件的新源码
+   - 用 `read_code_components` 读取变更组件的新源码（写入 workspace 文件后读取）
    - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
 4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
 5. 最后更新 `overview.md`
 
-增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。相比全量生成，增量更新通常只需处理 1-3 个模块。
+增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。
 
 ## 工具速查表
 
-| 工具 | 用途 |
-|------|------|
-| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引（分页） |
-| `list_components` | 分页浏览组件索引（无需重新分析） |
-| `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
-| `view_repo_file` | 只读浏览仓库文件/目录 |
-| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
-| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` |
-| `save_module_tree` | 保存模块聚类结果 |
-| `get_processing_order` | 获取叶优先的处理顺序 |
-| `get_prompt` | 获取提示词模板：`cluster`、`system_leaf`、`system_complex`、`user`、`overview_module`、`overview_repo` |
-| `close_session` | 关闭会话释放资源（2 小时自动过期） |
+| 工具 | 用途 | 数据流 |
+|------|------|--------|
+| `analyze_repo` | 分析仓库，构建依赖图 | 写文件到 workspace，返回路径 + 统计 |
+| `read_code_components` | 获取组件源码 | 每个组件写入 `sources/*.src`，返回路径 |
+| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） | 直接写文件 |
+| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` | 直接改文件 |
+| `save_module_tree` | 保存模块聚类结果 | 写 module_tree.json + processing_order.json |
+| `get_processing_order` | 获取叶优先的处理顺序 | 写 processing_order.json，返回路径 |
+| `get_prompt` | 获取提示词模板 | 内联返回（数据量小） |
+| `close_session` | 关闭会话释放资源 | 清理 workspace 文件 |
 
 ## 文档质量标准
 
@@ -158,18 +164,18 @@ cd CodeWiki-CN && pip install -e .
 
 ```mermaid
 graph TD
-    A[组件A] --> B[组件B]
-    A --> C[组件C]
+    A[ComponentA] --> B[ComponentB]
+    A --> C[ComponentC]
 ```
 
 - 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
 - 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph 标题 ... end`
+- 子图语法：`subgraph title ... end`
 - 禁止使用 `click`、`linkStyle` 等交互语法
 
 ## 错误处理
 
 - **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
 - **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
-- **大型仓库（>10 万行）**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围
-- **组件 ID 格式**：始终使用 `component_index` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
+- **大型仓库**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围。不再有组件数量或源码长度的截断限制
+- **组件 ID 格式**：始终使用 `component_index.json` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
diff --git a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
index 443e6ad2..67e83718 100644
--- a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
+++ b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
@@ -1,16 +1,30 @@
 ---
 name: codewiki-wiki-generator
 description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
-version: 1.0.0
+version: 2.0.0
 ---
 
 # CodeWiki 文档生成器
 
-你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 10 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 8 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+
+## 核心机制：文件侧通道
+
+CodeWiki MCP 采用**文件侧通道**架构：大体量数据（组件索引、源码、处理顺序）写入磁盘文件，MCP 只返回文件路径和精简摘要。你需要**用自己的文件读取能力**读取 workspace 文件获取完整数据。
+
+Workspace 目录位于 `{repo_path}/.codewiki/sessions/{session_id}/`，包含：
+
+- `component_index.json` — 完整组件索引（每项含 id/type/file）
+- `leaf_nodes.json` — 完整叶子节点 ID 列表
+- `languages.json` — 语言统计
+- `summary.json` — 分析摘要
+- `changes.json` — 增量变更信息（可选）
+- `processing_order.json` — 文档生成顺序
+- `sources/` — 组件源码文件（每个组件一个 `.src` 文件）
 
 ## 前置条件
 
-开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 10 个工具：`analyze_repo`、`list_components`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 8 个工具：`analyze_repo`、`read_code_components`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
 
 如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
 
@@ -37,7 +51,13 @@ cd CodeWiki-CN && pip install -e .
 { "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
 ```
 
-返回内容：`session_id`、`component_index`（分页组件列表，含 id/type/file）、`pagination`、`leaf_nodes`、`languages`。如果 `pagination.has_more` 为 true，可用 `list_components(session_id, offset, limit)` 查看更多。
+返回内容：`session_id`、`workspace_dir`（workspace 根目录路径）、`stats`（组件/叶子节点数量、语言统计）、`files`（各数据文件的路径）、`changes`（增量变更信息）。
+
+**接下来必须读取 workspace 文件获取完整数据：**
+
+1. 读取 `{workspace_dir}/component_index.json` — 完整组件列表
+2. 读取 `{workspace_dir}/leaf_nodes.json` — 叶子节点 ID 列表
+3. 根据 `stats` 了解仓库规模，规划聚类策略
 
 **牢记 `session_id`**——后续每一步都需要它。
 
@@ -46,13 +66,14 @@ cd CodeWiki-CN && pip install -e .
 这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
 
 1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
-2. **阅读源码**（组件超过 50 个时）：分批调用 `read_code_components`，每批 15-20 个叶节点 ID，理解各组件的功能和关联
-3. **按以下原则分组**：
+2. **阅读源码**：调用 `read_code_components` 传入组件 ID 列表，源码会写入 workspace 的 `sources/` 目录，然后直接读取这些 `.src` 文件理解各组件的功能和关联。每批可传入任意数量的组件 ID（无上限、无截断）
+3. **如需补充读取仓库中任意文件**：直接用文件读取工具读取仓库内的源码文件
+4. **按以下原则分组**：
    - 功能内聚：关系紧密的组件放入同一模块
    - 文件归属：同一文件/目录下的组件倾向归入同一模块
    - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
-   - 组件 ID 必须原样保留（含 `::` 前缀）
-4. **保存模块树**：调用 `save_module_tree`：
+   - 组件 ID 必须原样保留（含 `::` 分隔符）
+5. **保存模块树**：调用 `save_module_tree`：
 
 ```json
 {
@@ -66,17 +87,17 @@ cd CodeWiki-CN && pip install -e .
 }
 ```
 
-返回结果中包含 `processing_order`——叶优先的文档生成顺序。
+返回结果中包含 `processing_order_file` 路径——读取该文件获取叶优先的文档生成顺序。
 
 ### 阶段 3：逐模块生成文档
 
-按 `processing_order` 的顺序处理各模块。**先处理叶模块**，再处理父模块。
+读取 `processing_order.json` 获取处理顺序，**先处理叶模块**，再处理父模块。
 
 **每个叶模块**（is_leaf=true）：
 
 1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
-2. 读取源码：`read_code_components` → 该模块所有组件 ID
-3. 如需更多上下文，用 `view_repo_file` 补充读取
+2. 读取源码：`read_code_components` → 该模块所有组件 ID，然后读取 `sources/` 下的文件
+3. 如需更多上下文，直接用文件读取工具读取仓库内相关源文件
 4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
 5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
 
@@ -84,7 +105,7 @@ cd CodeWiki-CN && pip install -e .
 
 **每个父模块**（is_leaf=false）：
 
-1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件
+1. 直接用文件读取工具读取所有子模块已生成的 `.md` 文件
 2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
 3. 综合子模块文档，生成父模块总览
 4. 用 `write_doc_file` 保存
@@ -92,59 +113,44 @@ cd CodeWiki-CN && pip install -e .
 ### 阶段 4：生成仓库总览
 
 1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
-2. 用 `view_repo_file` 读取所有已生成的模块文档
+2. 用文件读取工具读取所有已生成的模块文档
 3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
 4. 保存：`write_doc_file` → `filename: "overview.md"`
 
 ### 阶段 5：清理
 
-调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
+调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存并清理 workspace 文件。
 
 ## 增量更新模式
 
-当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段：
-
-```json
-{
-  "changes": {
-    "has_previous": true,
-    "no_changes": false,
-    "method": "git",
-    "changed_files": ["auth.py", "utils.py::hash_password"],
-    "affected_modules": ["认证模块"],
-    "cascade_modules": ["核心系统", "overview"]
-  }
-}
-```
+当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段，完整数据写入 `changes.json` 文件（不再截断 changed_files 列表）。
 
 **变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
 
 **增量更新流程**：
 
-1. 调用 `analyze_repo`，检查 `changes` 字段
+1. 调用 `analyze_repo`，检查返回的 `changes` 字段或读取 `changes.json` 文件
 2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
 3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
-   - 用 `read_code_components` 读取变更组件的新源码
+   - 用 `read_code_components` 读取变更组件的新源码（写入 workspace 文件后读取）
    - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
 4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
 5. 最后更新 `overview.md`
 
-增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。相比全量生成，增量更新通常只需处理 1-3 个模块。
+增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。
 
 ## 工具速查表
 
-| 工具 | 用途 |
-|------|------|
-| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引（分页） |
-| `list_components` | 分页浏览组件索引（无需重新分析） |
-| `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
-| `view_repo_file` | 只读浏览仓库文件/目录 |
-| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
-| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` |
-| `save_module_tree` | 保存模块聚类结果 |
-| `get_processing_order` | 获取叶优先的处理顺序 |
-| `get_prompt` | 获取提示词模板：`cluster`、`system_leaf`、`system_complex`、`user`、`overview_module`、`overview_repo` |
-| `close_session` | 关闭会话释放资源（2 小时自动过期） |
+| 工具 | 用途 | 数据流 |
+|------|------|--------|
+| `analyze_repo` | 分析仓库，构建依赖图 | 写文件到 workspace，返回路径 + 统计 |
+| `read_code_components` | 获取组件源码 | 每个组件写入 `sources/*.src`，返回路径 |
+| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） | 直接写文件 |
+| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` | 直接改文件 |
+| `save_module_tree` | 保存模块聚类结果 | 写 module_tree.json + processing_order.json |
+| `get_processing_order` | 获取叶优先的处理顺序 | 写 processing_order.json，返回路径 |
+| `get_prompt` | 获取提示词模板 | 内联返回（数据量小） |
+| `close_session` | 关闭会话释放资源 | 清理 workspace 文件 |
 
 ## 文档质量标准
 
@@ -158,18 +164,18 @@ cd CodeWiki-CN && pip install -e .
 
 ```mermaid
 graph TD
-    A[组件A] --> B[组件B]
-    A --> C[组件C]
+    A[ComponentA] --> B[ComponentB]
+    A --> C[ComponentC]
 ```
 
 - 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
 - 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph 标题 ... end`
+- 子图语法：`subgraph title ... end`
 - 禁止使用 `click`、`linkStyle` 等交互语法
 
 ## 错误处理
 
 - **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
 - **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
-- **大型仓库（>10 万行）**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围
-- **组件 ID 格式**：始终使用 `component_index` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
+- **大型仓库**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围。不再有组件数量或源码长度的截断限制
+- **组件 ID 格式**：始终使用 `component_index.json` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
diff --git a/codewiki/mcp/server.py b/codewiki/mcp/server.py
index b9a70aa5..e0b708ca 100644
--- a/codewiki/mcp/server.py
+++ b/codewiki/mcp/server.py
@@ -5,15 +5,17 @@
 
 **Fine-grained tools (IDE-driven, zero LLM config):**
   - ``analyze_repo``      — Parse a repo and build a dependency graph (session-based)
-  - ``list_components``   — Paginated browsing of the component index
-  - ``read_code_components`` — Read source code for given component IDs
-  - ``view_repo_file``    — Read-only file/directory browsing
+  - ``read_code_components`` — Write component source code to workspace files
   - ``write_doc_file``    — Create a documentation .md file with Mermaid validation
   - ``edit_doc_file``     — Edit a documentation file (str_replace / insert / undo)
   - ``save_module_tree``  — Persist IDE agent's module clustering
   - ``get_processing_order`` — Get leaf-first documentation order
   - ``get_prompt``        — Retrieve CodeWiki's prompt templates
-  - ``close_session``     — Clean up a session
+  - ``close_session``     — Clean up a session and workspace files
+
+Large analysis results (component index, source code, processing order) are
+written to workspace files on disk.  The IDE agent reads these files directly
+instead of receiving large payloads through the MCP stdio channel.
 
 **Legacy tools (require CodeWiki LLM config):**
   - ``generate_docs``     — Full documentation generation (black-box)
@@ -70,14 +72,16 @@ def _fine_grained_tools() -> list[Tool]:
             name="analyze_repo",
             description=(
                 "Analyze a code repository's structure, dependencies, and components "
-                "using Tree-sitter AST parsing. Returns a component index and leaf nodes. "
-                "No LLM required. This is the entry point for the wiki generation pipeline. "
+                "using Tree-sitter AST parsing. No LLM required. "
+                "Writes the full component index, leaf nodes, and language stats to "
+                "workspace files on disk, and returns file paths plus a compact summary. "
+                "Read the workspace files for complete data. "
+                "This is the entry point for the wiki generation pipeline. "
                 "After calling this, use get_prompt('cluster') to learn clustering rules, "
                 "then save_module_tree to persist your grouping. "
                 "INCREMENTAL UPDATE: If docs already exist in output_dir (metadata.json + "
                 "module_tree.json), the response includes a 'changes' field showing which "
-                "files changed and which modules need updating. Use this to do targeted "
-                "edits instead of regenerating everything."
+                "files changed and which modules need updating."
             ),
             inputSchema={
                 "type": "object",
@@ -98,50 +102,17 @@ def _fine_grained_tools() -> list[Tool]:
                         "type": "string",
                         "description": "Comma-separated patterns to exclude (e.g., '*test*,*spec*')",
                     },
-                    "offset": {
-                        "type": "integer",
-                        "description": "Pagination offset for component index (default: 0)",
-                    },
-                    "limit": {
-                        "type": "integer",
-                        "description": "Max components to return per page (default: 100, max: 200)",
-                    },
                 },
                 "required": ["repo_path"],
             },
         ),
-        Tool(
-            name="list_components",
-            description=(
-                "Browse the component index from an existing analyze_repo session. "
-                "Returns a paginated slice with component id, type, and file path. "
-                "Use this instead of re-running analyze_repo to see more components."
-            ),
-            inputSchema={
-                "type": "object",
-                "properties": {
-                    "session_id": {
-                        "type": "string",
-                        "description": "Session ID from analyze_repo",
-                    },
-                    "offset": {
-                        "type": "integer",
-                        "description": "Pagination offset (default: 0)",
-                    },
-                    "limit": {
-                        "type": "integer",
-                        "description": "Max components to return per page (default: 100)",
-                    },
-                },
-                "required": ["session_id"],
-            },
-        ),
         Tool(
             name="read_code_components",
             description=(
-                "Read the source code for a list of component IDs. "
+                "Write the source code for a list of component IDs to workspace files. "
                 "Component IDs have the form 'file_path::ComponentName'. "
-                "Returns the source code with language-aware code fences."
+                "Each component's full source is written to an individual .src file "
+                "in the session's sources/ directory. Returns file paths — no truncation."
             ),
             inputSchema={
                 "type": "object",
@@ -159,32 +130,6 @@ def _fine_grained_tools() -> list[Tool]:
                 "required": ["session_id", "component_ids"],
             },
         ),
-        Tool(
-            name="view_repo_file",
-            description=(
-                "Read-only view of a file or directory inside the analyzed repository. "
-                "Use this to explore code that isn't in the component index."
-            ),
-            inputSchema={
-                "type": "object",
-                "properties": {
-                    "session_id": {
-                        "type": "string",
-                        "description": "Session ID from analyze_repo",
-                    },
-                    "path": {
-                        "type": "string",
-                        "description": "Relative path within the repository",
-                    },
-                    "view_range": {
-                        "type": "array",
-                        "items": {"type": "integer"},
-                        "description": "Optional [start_line, end_line] (1-indexed, -1 for end)",
-                    },
-                },
-                "required": ["session_id", "path"],
-            },
-        ),
         Tool(
             name="write_doc_file",
             description=(
@@ -254,7 +199,8 @@ def _fine_grained_tools() -> list[Tool]:
             description=(
                 "Save the IDE agent's module clustering result. "
                 "Accepts a JSON module tree and persists it to disk. "
-                "Returns the recommended leaf-first processing order."
+                "Computes the leaf-first processing order and writes it to a workspace file. "
+                "Returns the file path for the processing order."
             ),
             inputSchema={
                 "type": "object",
@@ -277,8 +223,8 @@ def _fine_grained_tools() -> list[Tool]:
         Tool(
             name="get_processing_order",
             description=(
-                "Get the leaf-first processing order for documentation generation. "
-                "Process leaf modules (is_leaf=true) before parent modules."
+                "Compute and write the leaf-first processing order to a workspace file. "
+                "Returns the file path. Process leaf modules (is_leaf=true) before parent modules."
             ),
             inputSchema={
                 "type": "object",
@@ -428,14 +374,6 @@ async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:
             from codewiki.mcp.tools.code_reader import handle_read_code_components
             return [_text(await asyncio.to_thread(handle_read_code_components, arguments, _store))]
 
-        elif name == "list_components":
-            from codewiki.mcp.tools.analysis import handle_list_components
-            return [_text(await asyncio.to_thread(handle_list_components, arguments, _store))]
-
-        elif name == "view_repo_file":
-            from codewiki.mcp.tools.code_reader import handle_view_repo_file
-            return [_text(await asyncio.to_thread(handle_view_repo_file, arguments, _store))]
-
         elif name == "write_doc_file":
             from codewiki.mcp.tools.doc_writer import handle_write_doc_file
             result = await handle_write_doc_file(arguments, _store)
@@ -463,6 +401,9 @@ async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:
             session = _store.get(sid)
             if session:
                 _write_generation_metadata(session)
+                # Clean up workspace files on disk
+                if session.workspace is not None:
+                    session.workspace.cleanup()
             removed = _store.remove(sid)
             return [_text(json.dumps({
                 "status": "closed" if removed else "not_found",
@@ -570,7 +511,7 @@ async def _legacy_get_module_tree(arguments: dict[str, Any]) -> list[TextContent
             "error": f"Module tree not found at {module_tree_path}. Run 'codewiki generate' first."
         }))]
 
-    module_tree = json.loads(module_tree_path.read_text())
+    module_tree = json.loads(module_tree_path.read_text(encoding="utf-8"))
 
     def _summarize_tree(tree, depth=0):
         lines = []
diff --git a/codewiki/mcp/session.py b/codewiki/mcp/session.py
index 549d97eb..4bac0c0d 100644
--- a/codewiki/mcp/session.py
+++ b/codewiki/mcp/session.py
@@ -12,10 +12,13 @@
 import time
 import uuid
 from dataclasses import dataclass, field
-from typing import Any, Dict, List, Optional
+from typing import TYPE_CHECKING, Any, Dict, List, Optional
 
 from codewiki.src.be.dependency_analyzer.models.core import Node
 
+if TYPE_CHECKING:
+    from codewiki.mcp.workspace import SessionWorkspace
+
 
 # Sessions auto-expire after this many seconds of inactivity.
 _SESSION_TTL_SECONDS = 2 * 60 * 60  # 2 hours
@@ -35,6 +38,7 @@ class SessionState:
     leaf_nodes: List[str]
     module_tree: Dict[str, Any] = field(default_factory=dict)
     registry: Dict[str, Any] = field(default_factory=dict)
+    workspace: Optional[SessionWorkspace] = field(default=None)
     created_at: float = field(default_factory=time.time)
     last_accessed: float = field(default_factory=time.time)
 
@@ -60,6 +64,7 @@ def create(
         output_dir: str,
         components: Dict[str, Node],
         leaf_nodes: List[str],
+        workspace: Optional[SessionWorkspace] = None,
     ) -> SessionState:
         """Create a new session and return it."""
         with self._lock:
@@ -70,6 +75,9 @@ def create(
                     self._sessions,
                     key=lambda sid: self._sessions[sid].last_accessed,
                 )
+                evicted = self._sessions[oldest_id]
+                if evicted.workspace is not None:
+                    evicted.workspace.cleanup()
                 del self._sessions[oldest_id]
             session_id = uuid.uuid4().hex[:12]
             # Ensure no collision
@@ -81,6 +89,7 @@ def create(
                 output_dir=output_dir,
                 components=components,
                 leaf_nodes=leaf_nodes,
+                workspace=workspace,
             )
             self._sessions[session_id] = state
             return state
@@ -92,6 +101,8 @@ def get(self, session_id: str) -> Optional[SessionState]:
             if state is None:
                 return None
             if state.is_expired:
+                if state.workspace is not None:
+                    state.workspace.cleanup()
                 del self._sessions[session_id]
                 return None
             state.touch()
@@ -106,4 +117,7 @@ def _purge_expired_locked(self) -> None:
         """Remove all expired sessions.  Caller must hold _lock."""
         expired = [sid for sid, s in self._sessions.items() if s.is_expired]
         for sid in expired:
+            state = self._sessions[sid]
+            if state.workspace is not None:
+                state.workspace.cleanup()
             del self._sessions[sid]
diff --git a/codewiki/mcp/tools/analysis.py b/codewiki/mcp/tools/analysis.py
index 45f83de1..a8e292ca 100644
--- a/codewiki/mcp/tools/analysis.py
+++ b/codewiki/mcp/tools/analysis.py
@@ -2,8 +2,9 @@
 
 This is the entry-point tool for the IDE-driven wiki generation pipeline.
 It runs CodeWiki's Tree-sitter-based dependency analyzer (no LLM needed),
-caches the results in a new session, and returns a component index the IDE
-agent can use for clustering and documentation.
+caches the results in a new session, and writes the full component index,
+leaf nodes, and other analysis data to files on disk.  The IDE agent reads
+those files directly instead of receiving large payloads over stdio.
 """
 
 from __future__ import annotations
@@ -16,43 +17,11 @@
 from typing import Any, Dict, List, Optional, Tuple
 
 from codewiki.mcp.session import SessionState, SessionStore
+from codewiki.mcp.workspace import SessionWorkspace
 
 logger = logging.getLogger(__name__)
 
 
-def _build_component_index(
-    components: Dict[str, Any],
-    offset: int = 0,
-    limit: int = 100,
-) -> Tuple[list, Dict[str, int]]:
-    """Build a lightweight component index for the MCP response.
-
-    Returns (index_list, pagination_info).  Each entry only carries *id*,
-    *type*, and *file* — dependency details are available on demand via
-    ``read_code_components``.
-    """
-    all_ids = list(components.keys())
-    total = len(all_ids)
-    offset = max(0, int(offset))       # prevent negative-index wrapping
-    limit = min(max(int(limit), 1), 200)  # clamp to [1, 200]
-    page_ids = all_ids[offset : offset + limit]
-    index: list[dict] = []
-    for comp_id in page_ids:
-        node = components[comp_id]
-        index.append({
-            "id": comp_id,
-            "type": getattr(node, "component_type", "unknown"),
-            "file": getattr(node, "relative_path", ""),
-        })
-    pagination = {
-        "total": total,
-        "offset": offset,
-        "limit": limit,
-        "has_more": (offset + limit) < total,
-    }
-    return index, pagination
-
-
 # ---------------------------------------------------------------------------
 #  Incremental update: detect changes since last generation
 # ---------------------------------------------------------------------------
@@ -78,9 +47,9 @@ def _detect_changes(
         return None
 
     try:
-        metadata = json.loads(metadata_path.read_text())
-        module_tree = json.loads(module_tree_path.read_text())
-    except (json.JSONDecodeError, OSError):
+        metadata = json.loads(metadata_path.read_text(encoding="utf-8"))
+        module_tree = json.loads(module_tree_path.read_text(encoding="utf-8"))
+    except (json.JSONDecodeError, OSError, UnicodeDecodeError):
         return None
 
     # Try git-based detection first
@@ -108,7 +77,7 @@ def _detect_changes(
         "has_previous": True,
         "no_changes": False,
         "method": changes.get("method", "unknown"),
-        "changed_files": changed_files[:50],
+        "changed_files": changed_files,
         "affected_modules": sorted(affected),
         "cascade_modules": sorted(cascade),
         "hint": (
@@ -258,7 +227,8 @@ def handle_analyze_repo(
     arguments: Dict[str, Any],
     store: SessionStore,
 ) -> str:
-    """Run the dependency analysis and return the session + component index."""
+    """Run the dependency analysis, write results to workspace files,
+    and return a compact summary with file paths."""
     repo_path = Path(arguments["repo_path"]).expanduser().resolve()
     if not repo_path.exists():
         return json.dumps({"error": f"Repository not found: {repo_path}"})
@@ -295,6 +265,7 @@ def handle_analyze_repo(
     builder = DependencyGraphBuilder(config)
     components, leaf_nodes = builder.build_dependency_graph()
 
+    # Create the session (generates session_id)
     session = store.create(
         repo_path=str(repo_path),
         output_dir=str(output_dir),
@@ -302,43 +273,75 @@ def handle_analyze_repo(
         leaf_nodes=leaf_nodes,
     )
 
-    # Pagination for the component index
-    offset = int(arguments.get("offset", 0))
-    limit = int(arguments.get("limit", 100))
-    index, pagination = _build_component_index(components, offset=offset, limit=limit)
+    # Create the workspace with the real session_id
+    workspace = SessionWorkspace(repo_path, session.session_id)
+    session.workspace = workspace
+
+    # -- Write full data to workspace files --
 
-    # Language stats
+    # 1. Full component index (no pagination)
+    component_index: list[dict] = []
+    for comp_id, node in components.items():
+        component_index.append({
+            "id": comp_id,
+            "type": getattr(node, "component_type", "unknown"),
+            "file": getattr(node, "relative_path", ""),
+        })
+    workspace.write_json("component_index.json", component_index)
+
+    # 2. Full leaf nodes list
+    workspace.write_json("leaf_nodes.json", leaf_nodes)
+
+    # 3. Language stats
     languages: Dict[str, int] = {}
     for node in components.values():
         lang = getattr(node, "language", "unknown")
         languages[lang] = languages.get(lang, 0) + 1
+    workspace.write_json("languages.json", languages)
 
-    # Incremental update: detect changes since last generation
+    # 4. Incremental update: detect changes since last generation
     changes = _detect_changes(repo_path, output_dir)
+    if changes is not None:
+        workspace.write_json("changes.json", changes)
 
-    result = {
+    # 5. Summary with preview for quick reference
+    summary = {
         "session_id": session.session_id,
         "repo_name": repo_path.name,
         "repo_path": str(repo_path),
         "output_dir": str(output_dir),
-        "languages": languages,
         "total_components": len(components),
         "total_leaf_nodes": len(leaf_nodes),
-        "leaf_nodes": leaf_nodes[:50],
-        "component_index": index,
-        "pagination": pagination,
+        "languages": languages,
+        "leaf_nodes_preview": leaf_nodes[:20],
+    }
+    workspace.write_json("summary.json", summary)
+
+    # -- Return compact MCP response --
+    result = {
+        "session_id": session.session_id,
+        "workspace_dir": str(workspace.root),
+        "repo_name": repo_path.name,
+        "output_dir": str(output_dir),
+        "stats": {
+            "total_components": len(components),
+            "total_leaf_nodes": len(leaf_nodes),
+            "languages": languages,
+        },
+        "files": {
+            "component_index": str(workspace.root / "component_index.json"),
+            "leaf_nodes": str(workspace.root / "leaf_nodes.json"),
+            "languages": str(workspace.root / "languages.json"),
+            "summary": str(workspace.root / "summary.json"),
+        },
         "changes": changes,
         "hint": (
+            "Read the files above for full data. "
             "Use read_code_components(session_id, component_ids) to read source code. "
             "Use save_module_tree(session_id, module_tree) after clustering. "
             "Call get_prompt('cluster') for clustering rules."
         ),
     }
-    if pagination["has_more"]:
-        result["hint"] += (
-            f" Component index has {pagination['total']} items; "
-            f"call list_components(session_id='{session.session_id}', offset={offset + limit}) to see the next page."
-        )
     if changes and not changes.get("no_changes"):
         result["hint"] = (
             "Incremental update detected. Only update affected modules listed in "
@@ -346,26 +349,3 @@ def handle_analyze_repo(
             "Refresh cascade parent modules in 'changes.cascade_modules'."
         )
     return json.dumps(result, indent=2, ensure_ascii=False)
-
-
-def handle_list_components(
-    arguments: Dict[str, Any],
-    store: SessionStore,
-) -> str:
-    """Return a paginated slice of the component index from an existing session."""
-    session = store.get(arguments["session_id"])
-    if session is None:
-        return json.dumps({"error": "Session not found or expired."})
-
-    offset = int(arguments.get("offset", 0))
-    limit = int(arguments.get("limit", 100))
-    index, pagination = _build_component_index(
-        session.components, offset=offset, limit=limit,
-    )
-
-    result = {
-        "session_id": session.session_id,
-        "component_index": index,
-        "pagination": pagination,
-    }
-    return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/tools/code_reader.py b/codewiki/mcp/tools/code_reader.py
index 5675602d..ee6a0392 100644
--- a/codewiki/mcp/tools/code_reader.py
+++ b/codewiki/mcp/tools/code_reader.py
@@ -1,7 +1,9 @@
-"""MCP tools: read_code_components + view_repo_file.
+"""MCP tool: read_code_components — write component source code to disk.
 
-These are read-only tools that let the IDE agent explore source code
-within the analyzed repository.
+Instead of transmitting source code through the MCP stdio channel (which
+required aggressive truncation), this tool writes complete, untruncated
+source files to the session workspace.  The IDE agent then reads them
+directly from disk.
 """
 
 from __future__ import annotations
@@ -11,143 +13,49 @@
 from pathlib import Path
 from typing import Any, Dict, List
 
-from codewiki.mcp.session import SessionState, SessionStore
+from codewiki.mcp.session import SessionStore
 
 logger = logging.getLogger(__name__)
 
-# Truncation guard for very large responses (leave room for LLM output)
-_MAX_RESPONSE_LEN = 24000
-
-# Max components per read_code_components call
-_MAX_COMPONENTS_PER_CALL = 20
-
-# Max chars of source code per component (large files truncated)
-_MAX_COMPONENT_SOURCE_LEN = 8000
-
-
-def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:
-    if len(text) <= limit:
-        return text
-    return text[:limit] + "\n\n<response clipped — use view_repo_file with view_range to read more>"
-
-
-def _is_within(path: Path, base: Path) -> bool:
-    """Return True if *path* resolves to somewhere inside *base*."""
-    try:
-        path.resolve().relative_to(base.resolve())
-        return True
-    except ValueError:
-        return False
-
 
 def handle_read_code_components(
     arguments: Dict[str, Any],
     store: SessionStore,
 ) -> str:
-    """Return the source code for a list of component IDs."""
+    """Write the source code for given component IDs to workspace files.
+
+    Returns a compact JSON with file paths — no source code inline.
+    """
     session_id = arguments["session_id"]
     session = store.get(session_id)
     if session is None:
         return json.dumps({"error": f"Session {session_id} not found or expired."})
 
-    component_ids: List[str] = arguments["component_ids"]
-    # Cap the number of components to avoid oversized responses
-    if len(component_ids) > _MAX_COMPONENTS_PER_CALL:
-        component_ids = component_ids[:_MAX_COMPONENTS_PER_CALL]
+    if session.workspace is None:
+        return json.dumps({"error": "Session workspace not initialized."})
 
+    component_ids: List[str] = arguments["component_ids"]
     components = session.components
-    results = []
+    workspace = session.workspace
+
+    written_files: Dict[str, str] = {}  # filename -> component_id
+    not_found: List[str] = []
+
     for cid in component_ids:
         node = components.get(cid)
         if node is None:
-            results.append(f"# Component {cid} not found\n")
-        else:
-            lang = getattr(node, "language", "")
-            fence = lang if lang else ""
-            code = getattr(node, "source_code", "").strip()
-            if len(code) > _MAX_COMPONENT_SOURCE_LEN:
-                code = code[:_MAX_COMPONENT_SOURCE_LEN] + (
-                    f"\n\n... <truncated {len(code) - _MAX_COMPONENT_SOURCE_LEN} chars; "
-                    f"use view_repo_file to read the full source>"
-                )
-            results.append(f"## {cid} ({getattr(node, 'component_type', '')})\n```{fence}\n{code}\n```\n")
-
-    output = "\n".join(results)
-    if len(arguments["component_ids"]) > _MAX_COMPONENTS_PER_CALL:
-        output = f"<only first {_MAX_COMPONENTS_PER_CALL} components shown; call again with the remaining IDs>\n\n" + output
-    return _maybe_truncate(output)
-
-
-def handle_view_repo_file(
-    arguments: Dict[str, Any],
-    store: SessionStore,
-) -> str:
-    """Read-only view of a file or directory inside the repository."""
-    session_id = arguments["session_id"]
-    session = store.get(session_id)
-    if session is None:
-        return json.dumps({"error": f"Session {session_id} not found or expired."})
-
-    rel_path = arguments["path"]
-    repo_base = Path(session.repo_path).resolve()
-    abs_path = (repo_base / rel_path).resolve()
-
-    # Path traversal guard
-    if not _is_within(abs_path, repo_base):
-        return json.dumps({"error": "Path escapes repository directory."})
-
-    if not abs_path.exists():
-        return json.dumps({"error": f"Path not found: {rel_path}"})
-
-    # Directory listing — use pathlib instead of shelling out
-    if abs_path.is_dir():
-        entries: list[str] = []
-        for child in sorted(abs_path.iterdir()):
-            if child.name.startswith("."):
-                continue
-            rel_child = child.relative_to(repo_base)
-            suffix = "/" if child.is_dir() else ""
-            entries.append(f"{rel_child}{suffix}")
-        # Also list one level deeper if there aren't too many entries
-        if len(entries) <= 50:
-            expanded: list[str] = []
-            for child in sorted(abs_path.iterdir()):
-                if child.name.startswith("."):
-                    continue
-                rel_child = child.relative_to(repo_base)
-                suffix = "/" if child.is_dir() else ""
-                expanded.append(f"{rel_child}{suffix}")
-                if child.is_dir():
-                    for sub in sorted(child.iterdir()):
-                        if sub.name.startswith("."):
-                            continue
-                        rel_sub = sub.relative_to(repo_base)
-                        sub_suffix = "/" if sub.is_dir() else ""
-                        expanded.append(f"  {rel_sub}{sub_suffix}")
-            entries = expanded
-        listing = "\n".join(entries)
-        return f"Directory listing for {rel_path}:\n{listing}"
-
-    # File view
-    try:
-        content = abs_path.read_text(encoding="utf-8", errors="replace")
-    except Exception as e:
-        return json.dumps({"error": f"Cannot read file: {e}"})
-
-    view_range = arguments.get("view_range")
-    lines = content.split("\n")
-
-    if view_range:
-        if len(view_range) != 2:
-            return json.dumps({"error": "view_range must be [start, end]"})
-        start, end = view_range
-        start = max(1, min(start, len(lines)))
-        if end == -1:
-            end = len(lines)
-        end = max(start, min(end, len(lines)))
-        selected = lines[start - 1 : end]
-        numbered = "\n".join(f"{i + start:6}\t{line}" for i, line in enumerate(selected))
-        return f"File: {rel_path} (lines {start}-{end})\n{numbered}"
-
-    numbered = "\n".join(f"{i + 1:6}\t{line}" for i, line in enumerate(lines))
-    return _maybe_truncate(f"File: {rel_path} ({len(lines)} lines)\n{numbered}")
+            not_found.append(cid)
+            continue
+        lang = getattr(node, "language", "")
+        source = getattr(node, "source_code", "").strip()
+        file_path = workspace.write_component_source(cid, source, lang)
+        written_files[file_path.name] = cid
+
+    result = {
+        "written": len(written_files),
+        "not_found_count": len(not_found),
+        "not_found": not_found,
+        "source_dir": str(workspace.root / "sources"),
+        "files": written_files,
+    }
+    return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/tools/module_tree.py b/codewiki/mcp/tools/module_tree.py
index 8d7fa3a1..f0d6ca3e 100644
--- a/codewiki/mcp/tools/module_tree.py
+++ b/codewiki/mcp/tools/module_tree.py
@@ -81,17 +81,21 @@ def handle_save_module_tree(
     # Cache in session
     session.module_tree = module_tree
 
-    # Compute processing order
+    # Compute processing order and write to workspace file
     order = _get_processing_order(module_tree)
+    order_file = None
+    if session.workspace is not None:
+        order_path = session.workspace.write_json("processing_order.json", order)
+        order_file = str(order_path)
 
     result = {
         "status": "saved",
         "module_count": len(module_tree),
-        "processing_order": order,
         "tree_path": working_path,
         "first_tree_path": first_path,
+        "processing_order_file": order_file,
         "hint": (
-            "Use get_processing_order(session_id) to retrieve this order again. "
+            "Read the processing_order.json file for the leaf-first generation order. "
             "Process leaf modules first (is_leaf=true), then parent modules. "
             "For each leaf module: get_prompt('system_leaf') + read_code_components + write_doc_file. "
             "For each parent module: get_prompt('overview_module') + write_doc_file."
@@ -104,7 +108,7 @@ def handle_get_processing_order(
     arguments: Dict[str, Any],
     store: SessionStore,
 ) -> str:
-    """Return the leaf-first processing order for the saved module tree."""
+    """Write the leaf-first processing order to a workspace file and return its path."""
     session_id = arguments["session_id"]
     session = store.get(session_id)
     if session is None:
@@ -125,9 +129,16 @@ def handle_get_processing_order(
 
     order = _get_processing_order(module_tree)
 
+    # Write to workspace file
+    order_file = None
+    if session.workspace is not None:
+        order_path = session.workspace.write_json("processing_order.json", order)
+        order_file = str(order_path)
+
     result = {
         "session_id": session_id,
         "module_count": len(module_tree),
-        "order": order,
+        "processing_order_file": order_file,
+        "hint": "Read the processing_order.json file for the full leaf-first order.",
     }
     return json.dumps(result, indent=2, ensure_ascii=False)
diff --git a/codewiki/mcp/workspace.py b/codewiki/mcp/workspace.py
new file mode 100644
index 00000000..ef0e20da
--- /dev/null
+++ b/codewiki/mcp/workspace.py
@@ -0,0 +1,99 @@
+"""Session file workspace -- write large analysis artifacts to disk.
+
+Instead of transmitting bulky data through the MCP stdio channel, the
+server writes analysis results (component index, leaf nodes, source code,
+etc.) to a per-session directory on disk.  The IDE agent then reads these
+files directly using its own file-access capabilities.
+
+Directory layout (relative to ``repo_path``)::
+
+    .codewiki/sessions/{session_id}/
+        component_index.json
+        leaf_nodes.json
+        languages.json
+        changes.json
+        summary.json
+        processing_order.json
+        sources/
+            {sanitized_component_id}.src
+"""
+
+from __future__ import annotations
+
+import json
+import logging
+import re
+import shutil
+from pathlib import Path
+from typing import Any
+
+logger = logging.getLogger(__name__)
+
+# Base directory under repo_path
+_WORKSPACE_REL = Path(".codewiki") / "sessions"
+
+
+def _safe_filename(component_id: str) -> str:
+    """Sanitize a component ID for use as a filename.
+
+    Component IDs look like ``src/main.py::MyClass``.  We replace any
+    character that is not a word char, hyphen, or dot with ``__``.
+    """
+    return re.sub(r"[^\w\-.]", "__", component_id) + ".src"
+
+
+class SessionWorkspace:
+    """Manages the on-disk workspace for a single MCP session."""
+
+    def __init__(self, repo_path: Path, session_id: str) -> None:
+        self.root = repo_path / _WORKSPACE_REL / session_id
+        self.root.mkdir(parents=True, exist_ok=True)
+        (self.root / "sources").mkdir(exist_ok=True)
+        logger.debug("Workspace created at %s", self.root)
+
+    # -- writers ----------------------------------------------------------
+
+    def write_json(self, name: str, data: Any) -> Path:
+        """Write *data* as pretty-printed JSON and return the file path."""
+        p = self.root / name
+        p.write_text(json.dumps(data, indent=2, ensure_ascii=False), encoding="utf-8")
+        return p
+
+    def write_component_source(
+        self,
+        component_id: str,
+        source: str,
+        language: str = "",
+    ) -> Path:
+        """Write a single component's source code to the ``sources/`` dir."""
+        p = self.root / "sources" / _safe_filename(component_id)
+        header = f"// Component: {component_id}\n// Language: {language}\n"
+        p.write_text(header + source, encoding="utf-8")
+        return p
+
+    # -- readers ----------------------------------------------------------
+
+    def read_json(self, name: str) -> Any:
+        """Read a JSON file from the workspace.  Returns ``None`` if missing."""
+        p = self.root / name
+        if not p.exists():
+            return None
+        return json.loads(p.read_text(encoding="utf-8"))
+
+    # -- cleanup ----------------------------------------------------------
+
+    def cleanup(self) -> None:
+        """Remove the session directory and try to prune empty parents."""
+        if self.root.exists():
+            shutil.rmtree(self.root, ignore_errors=True)
+        # Walk up and remove empty parent directories
+        try:
+            sessions_dir = self.root.parent  # .codewiki/sessions
+            if sessions_dir.exists() and not any(sessions_dir.iterdir()):
+                sessions_dir.rmdir()
+                base_dir = sessions_dir.parent  # .codewiki
+                if base_dir.exists() and not any(base_dir.iterdir()):
+                    base_dir.rmdir()
+        except OSError:
+            pass
+        logger.debug("Workspace cleaned up: %s", self.root)
diff --git "a/repowiki/Agent \345\267\245\345\205\267.md" "b/repowiki/Agent \345\267\245\345\205\267.md"
deleted file mode 100644
index f62f0986..00000000
--- "a/repowiki/Agent \345\267\245\345\205\267.md"	
+++ /dev/null
@@ -1,176 +0,0 @@
-# Agent 工具
-
-## 简介
-
-Agent 工具模块是 CodeWiki 后端中为 AI Agent 提供基础设施的工具集，位于 `codewiki/src/be/agent_tools/`。该模块包含依赖注入容器、代码组件读取、文档生成子代理委托以及文件系统编辑器等核心能力，为 LLM 驱动的文档生成流程提供运行环境。
-
-## 架构概览
-
-```mermaid
-graph TD
-    A[CodeWikiDeps] --> B[generate_sub_module_documentation]
-    A --> C[read_code_components]
-    A --> D[str_replace_editor]
-    D --> E[EditTool]
-    E --> F[WindowExpander]
-    E --> G[Filemap]
-    E --> H[flake8]
-    H --> I[Flake8Error]
-    H --> J[format_flake8_output]
-    E --> K[maybe_truncate]
-    B --> C
-    B --> D
-```
-
-## 核心组件
-
-### CodeWikiDeps
-
-> **文件**: `codewiki/src/be/agent_tools/deps.py`
-
-Agent 依赖注入容器，为 AI Agent 提供运行时上下文。它作为一个数据中心类，在文档生成流程中承载所有必要信息。
-
-| 属性 | 类型 | 说明 |
-|------|------|------|
-| `absolute_docs_path` | `str` | 文档输出目录的绝对路径 |
-| `absolute_repo_path` | `str` | 被分析仓库的绝对路径 |
-| `registry` | `dict` | 键值注册表，用于跨工具通信 |
-| `components` | `dict[str, Node]` | 所有代码组件的索引字典 |
-| `path_to_current_module` | `list[str]` | 当前模块在模块树中的路径 |
-| `current_module_name` | `str` | 当前正在处理的模块名 |
-| `module_tree` | `dict` | 完整的模块聚类树 |
-| `max_depth` | `int` | 子模块递归最大深度 |
-| `current_depth` | `int` | 当前递归深度 |
-| `config` | `Config` | LLM 配置 |
-| `custom_instructions` | `str` | 自定义指令 |
-
-### generate_sub_module_documentation
-
-> **文件**: `codewiki/src/be/agent_tools/generate_sub_module_documentations.py`
-
-将文档生成任务委托给子 Agent。当模块需要被细分为更小粒度的子模块时，此函数创建子 Agent 并并行生成各子模块的文档。
-
-**核心逻辑**：
-
-1. 接收 `sub_module_specs`（子模块名到组件 ID 列表的映射）
-2. 将子模块注册到模块树中
-3. 对每个子模块：
-   - 使用 `is_complex_module()` 判断是否需递归委托
-   - 复杂模块分配 `generate_sub_module_documentation` + `str_replace_editor` + `read_code_components` 工具
-   - 简单模块仅分配 `str_replace_editor` + `read_code_components` 工具
-4. 使用 `format_user_prompt()` 生成提示词并运行子 Agent
-
-**递归终止条件**：
-- `current_depth >= max_depth` — 达到最大递归深度
-- `token_count < max_token_per_leaf_module` — Token 数量在单模块可处理范围内
-- 模块判断为非复杂模块
-
-### read_code_components
-
-> **文件**: `codewiki/src/be/agent_tools/read_code_components.py`
-
-从组件索引中读取指定组件的源代码。组件 ID 格式为 `文件路径::组件名`（如 `auth/middleware.py::verify_token`）。如果组件不在索引中，返回 "not found" 提示。
-
-### str_replace_editor（文件系统编辑器）
-
-> **文件**: `codewiki/src/be/agent_tools/str_replace_editor.py`
-
-提供给 AI Agent 使用的完整文件系统编辑器，支持视图、创建、替换、插入和撤销操作。
-
-**命令列表**：
-
-| 命令 | 说明 |
-|------|------|
-| `view` | 查看文件或目录内容，支持 `view_range` 行范围 |
-| `create` | 创建新文件 |
-| `str_replace` | 在文件中查找并替换字符串（需唯一匹配） |
-| `insert` | 在指定行插入文本 |
-| `undo_edit` | 撤销最近一次编辑 |
-
-#### EditTool
-
-编辑器核心类，实现所有文件操作。关键属性：
-
-- `REGISTRY`：跨工具共享状态注册表
-- `absolute_docs_path`：文档输出根目录
-- `_file_history`：文件编辑历史，用于 `undo_edit`
-
-**`view` 命令特性**：
-- 目录模式：列出最多 2 层深度的文件（排除隐藏项）
-- 文件模式：显示指定行范围内容
-- 大文件（>100K）：使用 `Filemap` 生成缩略视图
-- `WindowExpander`：智能扩展视口到函数/类边界
-
-**`str_replace` 命令特性**：
-- 要求 `old_str` 在文件中唯一出现
-- 集成 Flake8 代码检查（编辑前后对比）
-- 替换后自动跑 lint 并过滤已存在的错误
-- 显示编辑片段便于确认
-
-#### WindowExpander
-
-智能视口扩展器，替代固定行数窗口。通过分析代码结构（空行、函数定义、类定义等）找到自然断点。
-
-- `_find_breakpoints()`：沿指定方向（上/下）搜索断点，按优先级评分
-- `expand_window()`：双向扩展视口到最近的代码边界
-
-#### Filemap
-
-大文件缩略视图生成器。使用 tree-sitter 解析 Python 文件，折叠函数体（超过 5 行）并用行号标注，帮助 Agent 快速了解文件结构。
-
-#### flake8 / Flake8Error / format_flake8_output
-
-代码质量检查工具链：
-
-- `flake8()`：对指定文件运行 flake8（仅检查 F821/F822/F831/E 系列错误）
-- `Flake8Error`：flake8 错误的解析模型，支持从输出行反序列化
-- `format_flake8_output()`：格式化 lint 输出，过滤已有错误并只报告编辑窗口内的新错误
-
-#### _coerce_json_string / maybe_truncate
-
-辅助函数：
-
-- `_coerce_json_string()`：兼容本地模型通过 OpenAI 兼容端点传输的 JSON 编码字符串参数（如 `"[1, 50]"` → `[1, 50]`），确保 pydantic 严格验证通过
-- `maybe_truncate()`：内容超长时截断并附加提示信息
-
-## 模块依赖关系
-
-```mermaid
-graph LR
-    AT[Agent 工具] --> BC[后端核心]
-    AT --> CLI[CLI 工具]
-    BC --> AT
-    subgraph 内部依赖
-        A1[CodeWikiDeps] --> A2[generate_sub_module_documentation]
-        A2 --> A3[read_code_components]
-        A2 --> A4[str_replace_editor]
-    end
-```
-
-- 本模块通过 `CodeWikiDeps` 依赖 [后端核心](后端核心.md) 中的 `Config`、`count_tokens`、`is_complex_module` 等
-- 通过 `logger` 依赖 [CLI 工具](CLI 工具.md) 中的日志函数
-- [后端核心](后端核心.md) 中的 `CawBackend` 和 `PydanticAIBackend` 调用本模块的工具来执行文档生成
-
-## 数据流
-
-```mermaid
-graph TD
-    A[DocumentationGenerator] --> B[Agent Model]
-    B --> C[generate_sub_module_documentation]
-    C --> D[模块复杂度判断]
-    D -->|复杂| E[子Agent + 全部工具]
-    D -->|简单| F[子Agent + 基础工具]
-    E --> G[read_code_components]
-    F --> G
-    E --> H[str_replace_editor]
-    F --> H
-    H --> I[写入文档文件]
-```
-
-## 关键设计决策
-
-1. **递归委托**：通过子 Agent 递归处理复杂模块，而非一次性加载所有源码，有效控制 Token 消耗
-2. **WindowExpander**：智能视口扩展而非固定行数，使 Agent 获取函数/类的完整上下文
-3. **Lint 集成**：编辑后自动运行 flake8 并区分新旧错误，降低 Agent 引入 bug 的风险
-4. **JSON 兼容**：`_coerce_json_string` 解决本地模型参数序列化问题，提升多 LLM 兼容性
-5. **Filemap 缩略图**：对大文件提供函数级结构概览，避免直接暴露全部内容导致 Token 超限
\ No newline at end of file
diff --git "a/repowiki/Agent \345\267\245\345\205\267\351\233\206.md" "b/repowiki/Agent \345\267\245\345\205\267\351\233\206.md"
new file mode 100644
index 00000000..52b8cb98
--- /dev/null
+++ "b/repowiki/Agent \345\267\245\345\205\267\351\233\206.md"	
@@ -0,0 +1,427 @@
+# Agent 工具集
+
+## 模块概述
+
+Agent 工具集是 CodeWiki-CN 中 LLM Agent 在文档生成过程中可以调用的全部工具集合。这些工具赋予 Agent 读取源代码、创建/编辑文档文件、以及递归生成子模块文档的能力。工具集在 pydantic-ai 和 caw 两种后端路径下共享核心实现，确保行为一致性。
+
+### 核心功能
+
+- **依赖注入上下文**（`CodeWikiDeps`）：为所有工具提供模块状态、组件映射和配置信息
+- **文件编辑工具**（`EditTool` / `str_replace_editor`）：支持查看、创建、字符串替换、插入和撤销操作
+- **源代码读取**（`read_code_components`）：按组件 ID 读取对应源代码
+- **子模块文档递归**（`generate_sub_module_documentation`）：将复杂模块拆分给子 Agent 并行生成文档
+- **Mermaid 图表验证**：每次文件编辑后自动校验 Mermaid 语法正确性
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph ToolContext["工具上下文"]
+        CodeWikiDeps["CodeWikiDeps<br/>依赖注入数据类"]
+    end
+
+    subgraph AgentTools["Agent 工具"]
+        ReadCode["read_code_components<br/>读取源代码"]
+        StrReplace["str_replace_editor<br/>文件编辑器"]
+        SubModule["generate_sub_module_documentation<br/>子模块递归"]
+    end
+
+    subgraph EditorCore["编辑器核心"]
+        EditTool["EditTool<br/>文件系统编辑器"]
+        Filemap["Filemap<br/>文件结构图"]
+        WindowExpander["WindowExpander<br/>视口扩展器"]
+        Flake8Error["Flake8Error<br/>语法检查"]
+    end
+
+    subgraph Validation["验证层"]
+        MermaidValidate["validate_mermaid_diagrams<br/>Mermaid 语法校验"]
+    end
+
+    CodeWikiDeps --> ReadCode
+    CodeWikiDeps --> StrReplace
+    CodeWikiDeps --> SubModule
+    StrReplace --> EditTool
+    EditTool --> Filemap
+    EditTool --> WindowExpander
+    EditTool --> Flake8Error
+    StrReplace --> MermaidValidate
+```
+
+## 组件详解
+
+### 1. CodeWikiDeps — 依赖注入上下文
+
+`CodeWikiDeps` 是一个数据类，作为 pydantic-ai 的 `deps_type` 注入到所有 Agent 工具中，提供当前模块的完整状态信息。
+
+**文件路径**: `codewiki/src/be/agent_tools/deps.py`
+
+```python
+@dataclass
+class CodeWikiDeps:
+    absolute_docs_path: str          # 文档输出目录的绝对路径
+    absolute_repo_path: str          # 代码仓库的绝对路径
+    registry: dict                   # 持久化状态（如文件编辑历史）
+    components: dict[str, Node]      # 组件 ID 到 Node 对象的映射
+    path_to_current_module: list[str]  # 当前模块在树中的路径
+    current_module_name: str         # 当前模块名称
+    module_tree: dict[str, any]      # 完整的模块树结构
+    max_depth: int                   # 最大递归深度
+    current_depth: int               # 当前递归深度
+    config: Config                   # LLM 配置
+    custom_instructions: str = None  # 自定义指令
+```
+
+**设计要点**：
+- `registry` 字典用于持久化 `EditTool` 的文件编辑历史，支持 `undo_edit` 操作
+- `components` 存储了所有代码组件的 `Node` 对象，包含源代码、相对路径等信息
+- `module_tree` 是内存中的模块树，子 Agent 递归时会动态更新
+
+### 2. EditTool — 文件系统编辑器
+
+`EditTool` 是 CodeWiki 中最复杂的工具组件，源自 SWE-agent 项目，支持五种文件操作命令。
+
+**文件路径**: `codewiki/src/be/agent_tools/str_replace_editor.py`
+
+#### 支持的命令
+
+| 命令 | 功能 | 工作目录限制 |
+|------|------|----------|
+| `view` | 查看文件内容或目录结构 | repo 和 docs 均可 |
+| `create` | 创建新文件（不可覆盖） | 仅 docs |
+| `str_replace` | 字符串替换（要求唯一匹配） | 仅 docs |
+| `insert` | 在指定行插入内容 | 仅 docs |
+| `undo_edit` | 撤销最近一次编辑 | 仅 docs |
+
+#### 核心实现
+
+```python
+class EditTool:
+    name = "str_replace_editor"
+
+    def __init__(self, REGISTRY, absolute_docs_path=None):
+        self.REGISTRY = REGISTRY
+        self.logs = []
+        self.absolute_docs_path = Path(absolute_docs_path) \
+            if absolute_docs_path else None
+
+    def __call__(self, *, command, path, file_text=None,
+                 view_range=None, old_str=None, new_str=None,
+                 insert_line=None, **kwargs):
+        _path = Path(path)
+        if not self.validate_path(command, _path):
+            return
+        if command == "view":
+            return self.view(_path, view_range)
+        elif command == "create":
+            self.create_file(_path, file_text)
+        elif command == "str_replace":
+            return self.str_replace(_path, old_str, new_str)
+        elif command == "insert":
+            return self.insert(_path, insert_line, new_str)
+        elif command == "undo_edit":
+            return self.undo_edit(_path)
+```
+
+#### str_replace 命令流程
+
+```mermaid
+graph TD
+    Start["str_replace 入口"] --> ReadFile["读取文件内容"]
+    ReadFile --> CountOccur{"old_str 出现次数"}
+    CountOccur -->|0| NotFound["错误: 未找到匹配"]
+    CountOccur -->|大于 1| NotUnique["错误: 匹配不唯一"]
+    CountOccur -->|1| PreLint["运行 pre-edit flake8"]
+    PreLint --> Replace["执行替换"]
+    Replace --> PostLint["运行 post-edit flake8"]
+    PostLint --> CompareLint{"新增语法错误?"}
+    CompareLint -->|是| WarnLint["附加 lint 警告"]
+    CompareLint -->|否| SaveHistory["保存到编辑历史"]
+    WarnLint --> SaveHistory
+    SaveHistory --> ShowSnippet["显示编辑片段"]
+```
+
+**关键安全设计**：
+- `str_replace` 要求 `old_str` 在文件中必须**唯一匹配**，防止误修改
+- 编辑历史通过 `registry` 持久化，支持多次 `undo_edit`
+- 可选的 flake8 语法检查能在编辑后捕获新引入的语法错误
+
+#### 文件编辑与 Mermaid 验证集成
+
+`str_replace_editor` 函数是 EditTool 的高层封装，每次非 view 的 `.md` 文件操作后自动触发 Mermaid 验证：
+
+```python
+async def str_replace_editor(ctx, working_dir, command, path=None, ...):
+    tool = EditTool(ctx.deps.registry, ctx.deps.absolute_docs_path)
+
+    # 解析工作目录
+    if working_dir == "docs":
+        absolute_path = str(Path(ctx.deps.absolute_docs_path) / path)
+    else:
+        absolute_path = str(Path(ctx.deps.absolute_repo_path) / path)
+
+    tool(command=command, path=absolute_path, ...)
+    result = "\n".join(tool.logs)
+
+    # 自动 Mermaid 验证
+    if command != "view" and path.endswith(".md"):
+        mermaid_validation = await validate_mermaid_diagrams(
+            absolute_path, path
+        )
+        result += "\n---------- Mermaid validation ----------\n"
+        result += mermaid_validation
+    return result
+```
+
+### 3. WindowExpander — 智能视口扩展
+
+`WindowExpander` 用于将查看范围扩展到完整的函数/类边界，而非固定行数窗口。
+
+```python
+class WindowExpander:
+    def expand_window(self, lines, start, stop, max_added_lines):
+        """将视口扩展到完整的函数/类边界。"""
+        new_start = self._find_breakpoints(
+            lines, start, direction=-1,
+            max_added_lines=max_added_lines
+        )
+        new_stop = self._find_breakpoints(
+            lines, stop, direction=1,
+            max_added_lines=max_added_lines
+        )
+        return new_start, new_stop
+```
+
+**断点评分策略**（分数越高越优先）：
+
+| 分数 | 条件 |
+|------|------|
+| 3 | Python 的 `def`、`class`、`@装饰器`，或文件首尾行 |
+| 2 | 双空行 |
+| 1 | 单空行 |
+
+### 4. Filemap — 文件结构图
+
+`Filemap` 利用 tree-sitter 解析 Python 文件，生成省略函数体的结构概览。
+
+```python
+class Filemap:
+    def show_filemap(self, file_contents, encoding="utf8"):
+        parser = get_parser("python")
+        language = get_language("python")
+        tree = parser.parse(bytes(file_contents.encode(encoding)))
+
+        # 查找所有函数体
+        query = language.query("""
+        (function_definition body: (_) @body)
+        """)
+
+        # 省略足够长的函数体（>= 5 行）
+        elide_line_ranges = [
+            (node.start_point[0], node.end_point[0])
+            for node, _ in query.captures(tree.root_node)
+            if node.end_point[0] - node.start_point[0] >= 5
+        ]
+        # 生成带省略标记的文件概览
+```
+
+**使用场景**：当 Python 文件内容超过 `MAX_RESPONSE_LEN`（16000 字符）时，自动切换到 Filemap 模式显示文件结构，而非完整内容。
+
+### 5. Flake8Error 与语法检查
+
+`Flake8Error` 类封装了 flake8 语法检查的错误信息，支持编辑前后的错误对比。
+
+```python
+class Flake8Error:
+    def __init__(self, filename, line_number, col_number, problem):
+        self.filename = filename
+        self.line_number = line_number
+        self.col_number = col_number
+        self.problem = problem
+
+    @classmethod
+    def from_line(cls, line: str):
+        """从 flake8 输出行解析错误信息。"""
+        prefix, _sep, problem = line.partition(": ")
+        filename, line_number, col_number = prefix.split(":")
+        return cls(filename, int(line_number),
+                   int(col_number), problem)
+```
+
+**编辑前后错误过滤流程**：
+
+```python
+def format_flake8_output(input_string, show_line_numbers=False, *,
+                         previous_errors_string="",
+                         replacement_window=None,
+                         replacement_n_lines=None):
+    """过滤 flake8 输出，仅报告编辑引入的新错误。"""
+    errors = [Flake8Error.from_line(line.strip())
+              for line in input_string.split("\n") if line.strip()]
+    if previous_errors_string:
+        # 更新旧错误行号，排除编辑窗口内的错误
+        previous_errors = _update_previous_errors(
+            previous_errors, replacement_window,
+            replacement_n_lines
+        )
+        # 仅保留新增错误
+        errors = [e for e in errors if e not in previous_errors]
+        errors = [e for e in errors
+                  if e.line_number >= replacement_window[0]]
+```
+
+**flake8 检查规则**：仅检查以下严重语法错误：
+- `F821` / `F822` / `F831`：未定义名称/属性/重复参数
+- `E111` / `E112` / `E113`：缩进错误
+- `E999` / `E902`：语法错误/IO 错误
+
+### 6. read_code_components — 源代码读取
+
+`read_code_components` 是最简单但最常用的工具，根据组件 ID 列表返回对应的源代码。
+
+**文件路径**: `codewiki/src/be/agent_tools/read_code_components.py`
+
+```python
+async def read_code_components(
+    ctx: RunContext[CodeWikiDeps],
+    component_ids: list[str]
+) -> str:
+    """读取组件 ID 列表对应的源代码。
+
+    Args:
+        component_ids: 组件 ID 列表，格式如
+            ["sweagent/types.py::AgentRunResult",
+             "auth/middleware.py::verify_token"]
+    """
+    results = []
+    for component_id in component_ids:
+        if component_id not in ctx.deps.components:
+            results.append(f"# Component {component_id} not found")
+        else:
+            results.append(
+                f"# Component {component_id}:\n"
+                f"{ctx.deps.components[component_id].source_code.strip()}\n\n"
+            )
+    return "\n".join(results)
+```
+
+**工具注册**：
+
+```python
+read_code_components_tool = Tool(
+    function=read_code_components,
+    name="read_code_components",
+    description="Read the code of a given list of component ids",
+    takes_ctx=True
+)
+```
+
+### 7. generate_sub_module_documentation — 子模块递归
+
+子模块文档生成工具允许 Agent 将复杂模块拆分为多个子模块，并为每个子模块启动独立的子 Agent 生成文档。
+
+**文件路径**: `codewiki/src/be/agent_tools/generate_sub_module_documentations.py`
+
+```mermaid
+graph TD
+    Start["generate_sub_module_documentation"] --> UpdateTree["更新 module_tree 内存结构"]
+    UpdateTree --> Loop["遍历 sub_module_specs"]
+    Loop --> CheckComplex{"is_complex_module<br/>AND depth < max_depth<br/>AND tokens >= threshold?"}
+    CheckComplex -->|是| FullSubAgent["创建完整子 Agent<br/>含递归工具"]
+    CheckComplex -->|否| LeafSubAgent["创建叶子子 Agent<br/>仅读写工具"]
+    FullSubAgent --> RunSub["sub_agent.run()"]
+    LeafSubAgent --> RunSub
+    RunSub --> NextSub{"还有更多子模块?"}
+    NextSub -->|是| Loop
+    NextSub -->|否| Restore["恢复 current_module_name"]
+    Restore --> Done["返回成功消息"]
+```
+
+**递归控制条件**：
+
+子模块是否继续递归取决于三个条件的交集：
+
+```python
+can_recurse = (
+    is_complex_module(ctx.deps.components, core_component_ids)
+    and ctx.deps.current_depth < ctx.deps.max_depth
+    and num_tokens >= ctx.deps.config.max_token_per_leaf_module
+)
+```
+
+| 条件 | 含义 |
+|------|------|
+| `is_complex_module` | 模块包含多个文件的组件 |
+| `current_depth < max_depth` | 未达到最大递归深度 |
+| `num_tokens >= max_token_per_leaf_module` | 组件总 token 数超过叶子模块阈值 |
+
+**状态管理**：
+
+子模块递归过程中需要维护的关键状态：
+- `deps.current_module_name`：进入子模块时更新，退出时恢复
+- `deps.path_to_current_module`：追加子模块名，退出时 pop
+- `deps.current_depth`：递增，退出时递减
+- `deps.module_tree`：在内存中持续更新，所有子 Agent 共享
+
+## 工具在不同后端的暴露方式
+
+```mermaid
+graph LR
+    subgraph PydanticAI["pydantic-ai 后端"]
+        PAI_Tool["Tool 对象注册"]
+        PAI_Tool --> PAI_Read["read_code_components_tool"]
+        PAI_Tool --> PAI_Edit["str_replace_editor_tool"]
+        PAI_Tool --> PAI_Sub["generate_sub_module_documentation_tool"]
+    end
+
+    subgraph Caw["caw 后端"]
+        CawKit["CawToolKit MCP 服务器"]
+        CawKit --> Caw_Read["read_code_components"]
+        CawKit --> Caw_Edit["str_replace_editor"]
+        CawKit --> Caw_Sub["generate_sub_module_documentation"]
+    end
+```
+
+两种后端共享相同的 `EditTool` 核心实现和 Mermaid 验证逻辑，仅在工具注册方式上有所不同：
+- **pydantic-ai**：使用 `Tool` 对象直接注册到 `Agent`
+- **caw**：使用 `@tool` 装饰器注册到 `CawToolKit`（继承 `ToolKit`），通过 MCP 协议暴露
+
+## JSON 参数兼容性处理
+
+部分本地模型（LiteLLM、vLLM、Ollama 等）将列表和整数参数以 JSON 字符串形式发送（如 `"[1, 50]"` 而非 `[1, 50]`）。工具集通过两处兼容层解决此问题：
+
+```python
+# pydantic-ai 路径：pydantic BeforeValidator
+ViewRange = Annotated[
+    Optional[List[int]],
+    BeforeValidator(_coerce_json_string)
+]
+InsertLine = Annotated[
+    Optional[int],
+    BeforeValidator(_coerce_json_string)
+]
+
+# caw 路径：手动解析
+def _coerce_json_arg(value):
+    if isinstance(value, str):
+        try:
+            return json.loads(value)
+        except ValueError:
+            pass
+    return value
+```
+
+## 跨模块引用
+
+- [LLM 后端与服务](LLM%20后端与服务.md)：介绍 `CawToolKit` 如何嵌入 caw Agent，以及 `PydanticAIBackend` 如何注册工具
+- [后端工具与流程](后端工具与流程.md)：展示工具在 `DocumentationGenerator` 整体流程中的调用时机
+
+## 错误处理策略
+
+| 场景 | 处理方式 |
+|------|----------|
+| 组件 ID 不存在 | 返回 `# Component {id} not found` 消息 |
+| 文件路径不存在 | 返回友好错误提示并建议正确路径 |
+| `old_str` 不唯一 | 报告所有匹配行号，要求 Agent 提供更多上下文 |
+| 路径逃逸工作目录 | 拒绝操作并提示使用相对路径 |
+| Mermaid 语法错误 | 返回详细错误信息（行号 + 错误描述），Agent 可据此修复 |
+| 编码错误 | 依次尝试 None → utf-8 → latin-1 → utf-8+replace 编码 |
diff --git "a/repowiki/CLI \345\205\245\345\217\243\344\270\216\345\221\275\344\273\244.md" "b/repowiki/CLI \345\205\245\345\217\243\344\270\216\345\221\275\344\273\244.md"
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--- /dev/null
+++ "b/repowiki/CLI \345\205\245\345\217\243\344\270\216\345\221\275\344\273\244.md"	
@@ -0,0 +1,373 @@
+# CLI 入口与命令
+
+## 模块概述
+
+CLI 入口与命令模块是 CodeWiki 命令行工具的核心入口层，负责接收用户输入、解析命令行参数、协调各子系统完成文档生成任务。该模块基于 Python 的 `click` 框架构建，提供了 `codewiki` 主命令及其子命令（`generate`、`config`、`mcp`），并通过适配器模式将 CLI 层与后端文档生成引擎解耦。
+
+### 核心功能
+
+- **命令行入口管理**：通过 `click` 框架定义 CLI 命令组和子命令，统一处理异常和退出码
+- **文档生成调度**：`generate` 命令执行完整的文档生成流水线，包括配置加载、仓库校验、分支创建、文档生成和结果输出
+- **配置管理命令**：`config` 命令组提供 API 密钥设置、配置验证等子命令
+- **MCP 协议服务**：`mcp` 命令将 CodeWiki 作为 MCP 服务器启动，供外部工具（如 Claude、Cursor）调用
+- **HTML 查看器生成**：可选生成静态 HTML 文档查看器，支持 GitHub Pages 部署
+- **增量更新支持**：通过 `--update` 标志检测变更文件，仅重新生成受影响的模块文档
+
+## 架构设计
+
+```mermaid
+graph TD
+    subgraph EntryLayer[入口层]
+        A[main]
+        B[cli 命令组]
+    end
+    subgraph CommandLayer[命令层]
+        C[generate 命令]
+        D[config 命令组]
+        E[mcp 命令]
+    end
+    subgraph AdapterLayer[适配器层]
+        F[CLIDocumentationGenerator]
+    end
+    subgraph SupportLayer[支撑层]
+        G[HTMLGenerator]
+        H[ConfigManager]
+        I[GitManager]
+    end
+    subgraph BackendLayer[后端引擎]
+        J[DocumentationGenerator]
+        K[DependencyAnalyzer]
+        L[ClusterModules]
+    end
+    A --> B
+    B --> C
+    B --> D
+    B --> E
+    C --> F
+    F --> G
+    F --> H
+    F --> I
+    F --> J
+    J --> K
+    J --> L
+    E --> M[mcp.server.main]
+```
+
+## 组件详解
+
+### 1. main - 程序入口点
+
+`main()` 函数是整个 CodeWiki CLI 的启动入口，负责调用 `cli()` 命令组并捕获顶层异常。
+
+**职责：**
+- 启动 CLI 命令组执行
+- 捕获 `KeyboardInterrupt`（用户中断，退出码 130）
+- 捕获未预期的异常并输出错误信息（退出码 1）
+
+**代码示例：**
+
+```python
+def main():
+    """Entry point for the CLI."""
+    try:
+        cli(obj={})
+    except KeyboardInterrupt:
+        click.echo("\n\nInterrupted by user", err=True)
+        sys.exit(130)
+    except Exception as e:
+        click.secho(f"\n Unexpected error: {e}", fg="red", err=True)
+        sys.exit(1)
+```
+
+### 2. cli - 命令组根节点
+
+`cli()` 是 `click.group` 装饰的根命令组，定义了 CodeWiki 的全局描述和帮助信息。所有子命令（`generate`、`config`、`mcp`）均注册在此命令组下。
+
+**职责：**
+- 定义 CLI 根命令及其帮助文本
+- 初始化 `click` 上下文对象 (`ctx.ensure_object(dict)`)
+- 作为子命令的注册容器
+
+**代码示例：**
+
+```python
+@click.group()
+@click.pass_context
+def cli(ctx):
+    """CodeWiki: Transform codebases into comprehensive documentation."""
+    ctx.ensure_object(dict)
+```
+
+### 3. generate_command - 文档生成命令
+
+`generate` 是 CodeWiki 最核心的子命令，执行从配置校验到文档输出的完整流水线。该命令支持丰富的命令行参数来控制生成行为。
+
+**职责：**
+- 加载并验证配置（API 密钥、模型设置等）
+- 校验当前目录是否为有效的代码仓库
+- 可选创建 Git 文档分支
+- 构建 `GenerationOptions` 和 `AgentInstructions` 运行时参数
+- 实例化 `CLIDocumentationGenerator` 并执行文档生成
+- 处理增量更新（`--update` 标志）
+- 显示生成结果和后续操作指引
+
+**支持的命令行参数：**
+
+| 参数 | 说明 | 默认值 |
+|------|------|--------|
+| `--output` | 输出目录 | `docs` |
+| `--create-branch` | 创建 Git 文档分支 | `False` |
+| `--github-pages` | 生成 HTML 查看器 | `False` |
+| `--no-cache` | 强制全量重新生成 | `False` |
+| `--include` | 文件包含模式（如 `*.cs`） | `None` |
+| `--exclude` | 文件排除模式（如 `*Tests*`） | `None` |
+| `--focus` | 聚焦特定模块 | `None` |
+| `--doc-type` | 文档类型（api/architecture 等） | `None` |
+| `--instructions` | 自定义生成指令 | `None` |
+| `--verbose` | 详细输出模式 | `False` |
+| `--max-tokens` | LLM 最大 token 数 | 配置值 |
+| `--max-depth` | 层次分解最大深度 | 配置值 |
+| `--update` | 增量更新模式 | `False` |
+
+**执行流水线：**
+
+```mermaid
+graph LR
+    A[加载配置] --> B[校验仓库]
+    B --> C{增量更新?}
+    C -->|是| D[检测变更文件]
+    C -->|否| E{输出目录存在?}
+    D --> F[使受影响模块缓存失效]
+    E -->|是| G[确认覆盖]
+    E -->|否| H{创建分支?}
+    G --> H
+    F --> H
+    H -->|是| I[GitManager 创建分支]
+    H -->|否| J[构建生成选项]
+    I --> J
+    J --> K[CLIDocumentationGenerator]
+    K --> L[显示结果]
+```
+
+**使用示例：**
+
+```bash
+# 基础生成
+codewiki generate
+
+# 创建 Git 分支并生成 GitHub Pages
+codewiki generate --create-branch --github-pages
+
+# C# 项目：仅包含 .cs 文件，排除测试
+codewiki generate --include "*.cs" --exclude "*Tests*,*Specs*"
+
+# 聚焦特定模块
+codewiki generate --focus "src/core,src/api" --doc-type architecture
+
+# 增量更新
+codewiki generate --update
+
+# 覆盖 token 限制
+codewiki generate --max-tokens 32768 --max-depth 3
+```
+
+### 4. config_group - 配置管理命令组
+
+`config` 命令组提供 CodeWiki 配置的管理功能，包括 API 凭证设置、配置验证和配置清除等。
+
+**职责：**
+- 管理 LLM API 凭证（密钥、URL、模型名称）
+- 验证配置完整性
+- 持久化配置到本地文件
+
+**关联组件：** 详见 [CLI 配置与模型](CLI%20配置与模型.md)
+
+### 5. mcp_command - MCP 服务命令
+
+`mcp` 命令将 CodeWiki 作为 MCP（Model Context Protocol）服务器启动，通过 stdio 传输协议暴露文档生成工具，供 Claude、Cursor 等 MCP 客户端调用。
+
+**职责：**
+- 启动异步 MCP 服务器
+- 暴露文档生成工具供外部调用
+- 使用 stdio 传输协议
+
+**MCP 客户端配置示例：**
+
+```json
+{
+    "mcpServers": {
+        "codewiki": {
+            "command": "codewiki",
+            "args": ["mcp"]
+        }
+    }
+}
+```
+
+**代码示例：**
+
+```python
+def mcp_command():
+    """Start CodeWiki as an MCP server."""
+    import asyncio
+    from codewiki.mcp.server import main as mcp_main
+    asyncio.run(mcp_main())
+```
+
+### 6. CLIDocumentationGenerator - CLI 适配器
+
+`CLIDocumentationGenerator` 是 CLI 层与后端文档生成引擎之间的适配器类，封装了后端调用并添加了 CLI 特有的进度追踪、日志输出和错误处理功能。
+
+**职责：**
+- 封装后端 `DocumentationGenerator` 并添加 CLI 进度报告
+- 管理 5 阶段文档生成流水线的进度追踪
+- 配置后端日志输出（支持 verbose/normal 两种模式）
+- 协调 HTML 生成和任务终结
+
+**生成流水线 5 个阶段：**
+
+| 阶段 | 名称 | 说明 |
+|------|------|------|
+| 1 | 依赖分析 | 解析源文件，构建依赖图，识别叶节点 |
+| 2 | 模块聚类 | 使用 LLM 将叶节点聚类为逻辑模块 |
+| 3 | 文档生成 | 为每个模块生成 Markdown 文档 |
+| 4 | HTML 生成 | 可选生成静态 HTML 查看器 |
+| 5 | 终结 | 创建元数据文件，完成作业记录 |
+
+**初始化参数：**
+
+```python
+generator = CLIDocumentationGenerator(
+    repo_path=Path("/path/to/repo"),
+    output_dir=Path("/path/to/docs"),
+    config={
+        'main_model': 'gpt-4',
+        'cluster_model': 'gpt-3.5-turbo',
+        'fallback_model': 'glm-4p5',
+        'base_url': 'https://api.openai.com/v1',
+        'api_key': 'sk-...',
+        'max_tokens': 32768,
+        'max_depth': 2,
+    },
+    verbose=True,
+    generate_html=True,
+    commit_id="abc123",
+)
+job = generator.generate()
+```
+
+**内部架构：**
+
+```mermaid
+graph TD
+    subgraph CLIDocumentationGenerator
+        A[init 初始化]
+        B[generate 主入口]
+        C[configure_backend_logging 日志配置]
+        D[run_backend_generation 后端生成]
+        E[run_html_generation HTML生成]
+        F[finalize_job 终结]
+    end
+    B --> C
+    B --> D
+    B --> E
+    B --> F
+    D --> G[Stage1 依赖分析]
+    D --> H[Stage2 模块聚类]
+    D --> I[Stage3 文档生成]
+    D --> J[ProgressTracker 进度追踪]
+```
+
+### 7. HTMLGenerator - HTML 查看器生成器
+
+`HTMLGenerator` 负责生成自包含的静态 HTML 文档查看器（`index.html`），支持 GitHub Pages 部署。生成的 HTML 文件内嵌了样式、脚本和配置数据，可在客户端渲染 Markdown 文档。
+
+**职责：**
+- 从模板生成静态 HTML 文件
+- 嵌入模块树、元数据和配置信息
+- 自动检测仓库信息（名称、远程 URL、GitHub Pages URL）
+- 加载并验证模块树和元数据文件
+
+**核心方法：**
+
+| 方法 | 说明 |
+|------|------|
+| `generate()` | 生成 HTML 文件，替换模板中的占位符 |
+| `load_module_tree()` | 从文档目录加载模块树结构 |
+| `load_metadata()` | 从文档目录加载元数据 |
+| `detect_repository_info()` | 从 Git 检测仓库名称、URL 和 GitHub Pages URL |
+| `_build_info_content()` | 构建仓库信息区域的 HTML 内容 |
+| `_escape_html()` | HTML 特殊字符转义 |
+
+**模板占位符：**
+
+| 占位符 | 说明 |
+|--------|------|
+| `{{TITLE}}` | 文档标题 |
+| `{{REPO_LINK}}` | 仓库链接 HTML |
+| `{{SHOW_INFO}}` | 信息区域显示状态 |
+| `{{INFO_CONTENT}}` | 仓库信息内容 |
+| `{{CONFIG_JSON}}` | 配置 JSON |
+| `{{MODULE_TREE_JSON}}` | 模块树 JSON |
+| `{{METADATA_JSON}}` | 元数据 JSON |
+| `{{DOCS_BASE_PATH}}` | 文档基础路径 |
+
+**使用示例：**
+
+```python
+html_gen = HTMLGenerator()
+repo_info = html_gen.detect_repository_info(repo_path)
+html_gen.generate(
+    output_path=Path("docs/index.html"),
+    title=repo_info['name'],
+    repository_url=repo_info['url'],
+    github_pages_url=repo_info['github_pages_url'],
+    docs_dir=Path("docs"),
+)
+```
+
+## 命令执行流程总览
+
+```mermaid
+graph TD
+    User[用户执行 codewiki 命令] --> Main[main 入口]
+    Main --> CLI[cli 命令组]
+    CLI --> Gen[generate]
+    CLI --> Cfg[config]
+    CLI --> MCP[mcp]
+    Gen --> Validate[配置与仓库校验]
+    Validate --> GitOps[Git 分支操作]
+    GitOps --> Adapter[CLIDocumentationGenerator]
+    Adapter --> DepAnalysis[依赖分析]
+    DepAnalysis --> Clustering[模块聚类]
+    Clustering --> DocGen[文档生成]
+    DocGen --> HTMLGen[HTML 生成]
+    HTMLGen --> Finalize[终结与输出]
+    MCP --> MCPServer[MCP 服务器启动]
+```
+
+## 错误处理机制
+
+`generate_command` 实现了分层的错误处理策略：
+
+| 异常类型 | 处理方式 | 退出码 |
+|----------|----------|--------|
+| `ConfigurationError` | 输出配置错误信息 | 配置错误码 |
+| `RepositoryError` | 输出仓库错误信息 | 仓库错误码 |
+| `APIError` | 输出 API 错误信息 | API 错误码 |
+| `KeyboardInterrupt` | 输出中断信息 | 130 |
+| `Exception` | 通过 `handle_error` 处理 | 通用错误码 |
+
+详见 [CLI 工具库](CLI%20工具库.md) 中的错误处理工具。
+
+## 模块关系
+
+- [CLI 配置与模型](CLI%20配置与模型.md) - 配置管理和数据模型定义
+- [CLI 工具库](CLI%20工具库.md) - 工具类函数（Git 管理、日志、进度追踪、错误处理等）
+- [MCP 服务端](MCP%20服务端.md) - MCP 协议服务器实现
+
+## 版本信息
+
+- **所属子系统**：CLI 子系统
+- **主要依赖**：click、asyncio、gitpython
+- **入口点**：`codewiki` 命令（通过 `setup.py` 或 `pyproject.toml` 注册的 console_scripts）
\ No newline at end of file
diff --git "a/repowiki/CLI \345\221\275\344\273\244\350\241\214\345\267\245\345\205\267.md" "b/repowiki/CLI \345\221\275\344\273\244\350\241\214\345\267\245\345\205\267.md"
new file mode 100644
index 00000000..46a52d8b
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+++ "b/repowiki/CLI \345\221\275\344\273\244\350\241\214\345\267\245\345\205\267.md"	
@@ -0,0 +1,158 @@
+# CLI 命令行工具
+
+## 模块概述
+
+CLI 命令行工具是 CodeWiki-CN 系统的用户交互入口，为开发者提供了一套完整的命令行界面，用于驱动代码仓库文档的自动化生成全流程。该模块基于 Python `click` 框架构建，以 `codewiki` 为主命令，下设 `generate`、`config`、`mcp` 三个子命令，分别承担文档生成调度、配置管理和 MCP 协议服务启动的职责。
+
+作为 CodeWiki-CN 架构中最接近用户的一层，CLI 模块扮演了"前端控制器"的角色：它负责接收用户的命令行参数，加载和验证配置，协调 Git 操作，然后通过适配器模式将任务委托给后端核心引擎完成实际的文档生成工作。这种分层设计使得 CLI 层与后端引擎充分解耦，便于独立测试和功能扩展。
+
+## 子模块架构
+
+```mermaid
+graph TD
+    subgraph CLI["CLI 命令行工具"]
+        Entry["CLI 入口与命令"]
+        ConfigModel["CLI 配置与模型"]
+        Tools["CLI 工具库"]
+    end
+
+    subgraph Backend["后端核心引擎"]
+        DocGen["DocumentationGenerator"]
+    end
+
+    subgraph MCP["MCP 协议服务器"]
+        MCPServer["MCP Server"]
+    end
+
+    Entry --> ConfigModel
+    Entry --> Tools
+    Entry --> DocGen
+    Entry --> MCPServer
+    ConfigModel --> Tools
+```
+
+## 子模块说明
+
+### CLI 入口与命令
+
+[CLI 入口与命令](CLI%20入口与命令.md) 是 `codewiki` 命令的入口层，定义了所有子命令的注册、参数解析和执行调度逻辑。
+
+**核心职责：**
+- `main()` 函数作为程序入口，统一捕获顶层异常并映射退出码
+- `cli()` 命令组作为根节点，注册所有子命令
+- `generate` 命令执行 5 阶段文档生成流水线（依赖分析 → 模块聚类 → 文档生成 → HTML 生成 → 终结）
+- `config` 命令组提供 API 密钥设置、配置验证等管理功能
+- `mcp` 命令启动 MCP 协议服务器，供 Claude/Cursor 等外部工具调用
+- `CLIDocumentationGenerator` 适配器将 CLI 参数转化为后端引擎调用，并添加进度追踪和日志输出
+- `HTMLGenerator` 可选生成自包含的静态 HTML 文档查看器
+
+**支持的命令行参数**包括输出目录、Git 分支创建、GitHub Pages 生成、增量更新、文件过滤模式、模块聚焦、文档类型选择、token 限制等。
+
+### CLI 配置与模型
+
+[CLI 配置与模型](CLI%20配置与模型.md) 是配置管理和数据建模的核心层，负责管理 LLM API 凭证、生成配置和作业状态跟踪。
+
+**核心职责：**
+- `ConfigManager` 采用分层存储策略：API 密钥优先存储在系统密钥链（macOS Keychain / Windows Credential Manager / Linux Secret Service），不可用时回退到 `~/.codewiki/credentials.json` 文件（权限 0o600）；非敏感配置存储在 `~/.codewiki/config.json`
+- `Configuration` 数据类定义了完整的配置结构，支持 6 种 LLM 供应商（OpenAI 兼容、Anthropic、AWS Bedrock、Azure OpenAI、Claude Code、Codex）
+- `AgentInstructions` 模型支持文件过滤、模块聚焦、文档类型和自定义指令，运行时参数与持久化配置自动合并
+- `DocumentationJob` 跟踪文档生成作业的完整生命周期（PENDING → RUNNING → COMPLETED/FAILED）
+- 所有模型类均支持 JSON 序列化/反序列化，便于持久化和传输
+
+**安全设计：** 通过 `CODEWIKI_NO_KEYRING=1` 环境变量可禁用密钥链，适应 CI/CD 等无 GUI 环境。
+
+### CLI 工具库
+
+[CLI 工具库](CLI%20工具库.md) 为 CLI 层提供基础设施组件，是被广泛依赖的底层支撑。
+
+**核心组件：**
+- **GitManager**：封装 GitPython，提供仓库验证、文档分支创建（`docs/codewiki-时间戳`）、文档提交、远程 URL 检测等操作
+- **分层异常体系**：`CodeWikiError` 基类派生 `ConfigurationError`、`RepositoryError`、`APIError`、`FileSystemError`，各自关联特定退出码
+- **ProgressTracker**：5 阶段加权进度追踪（依赖分析 40%、模块聚类 20%、文档生成 30%、HTML 生成 5%、终结 5%），支持 ETA 估算
+- **ModuleProgressBar**：模块级进度条，支持 verbose/normal 双模式
+- **CLILogger**：带彩色输出的日志记录器，5 级日志（debug/info/success/warning/error）
+- **验证工具**：`validate_api_key`、`validate_repository` 等输入校验函数
+- **文件系统工具**：`safe_read`/`safe_write`/`ensure_directory` 等安全文件操作
+
+## 执行流程
+
+```mermaid
+graph TD
+    User["用户执行 codewiki 命令"] --> Main["main 入口"]
+    Main --> CLI["cli 命令组"]
+
+    CLI --> Gen["generate 命令"]
+    CLI --> Cfg["config 命令"]
+    CLI --> MCP["mcp 命令"]
+
+    Gen --> LoadCfg["加载 Configuration"]
+    LoadCfg --> ValidateRepo["validate_repository"]
+    ValidateRepo --> Branch["GitManager 创建分支"]
+    Branch --> Adapter["CLIDocumentationGenerator"]
+
+    Adapter --> S1["阶段1 依赖分析"]
+    S1 --> S2["阶段2 模块聚类"]
+    S2 --> S3["阶段3 文档生成"]
+    S3 --> S4["阶段4 HTML 生成"]
+    S4 --> S5["阶段5 终结"]
+
+    MCP --> MCPServer["启动 MCP 服务器"]
+```
+
+## 数据流
+
+```mermaid
+graph LR
+    subgraph Input["用户输入"]
+        CmdLine["命令行参数"]
+        CfgFile["config.json"]
+        Keyring["系统密钥链"]
+    end
+
+    subgraph Runtime["运行时"]
+        CfgMgr["ConfigManager"]
+        Config["Configuration"]
+        Instr["AgentInstructions"]
+    end
+
+    subgraph Output["输出"]
+        BackendCfg["BackendConfig"]
+        Job["DocumentationJob"]
+        HTML["index.html"]
+    end
+
+    CmdLine --> Instr
+    CfgFile --> CfgMgr
+    Keyring --> CfgMgr
+    CfgMgr --> Config
+    Config --> BackendCfg
+    Instr --> BackendCfg
+    BackendCfg --> Job
+```
+
+## 错误处理策略
+
+CLI 模块实现了分层的错误处理机制：
+
+| 异常类型 | 退出码 | 处理方式 |
+|----------|--------|----------|
+| `ConfigurationError` | 2 | 输出配置错误信息，建议运行 `codewiki config set` |
+| `RepositoryError` | 3 | 输出仓库错误信息，提示检查目录 |
+| `APIError` | 4 | 输出 API 错误信息，提示检查密钥和网络 |
+| `FileSystemError` | 5 | 输出文件系统错误，提示检查权限 |
+| `KeyboardInterrupt` | 130 | 输出中断信息 |
+| 未预期异常 | 1 | verbose 模式下输出堆栈跟踪 |
+
+## 与其他模块的关系
+
+- **[MCP 协议服务器](MCP%20协议服务器.md)**：`mcp` 命令启动 MCP 服务器，复用 CLI 的配置管理体系
+- **[后端核心引擎](后端核心引擎.md)**：`generate` 命令通过 `CLIDocumentationGenerator` 适配器调用 `DocumentationGenerator` 完成文档生成
+- **[依赖分析器](依赖分析器.md)**：后端引擎的第一阶段调用依赖分析器构建代码依赖图
+
+## 设计要点
+
+1. **适配器模式**：`CLIDocumentationGenerator` 隔离了 CLI 特有逻辑（进度、日志、错误处理）与后端引擎，使两者可独立演进
+2. **安全优先**：API 密钥分层存储（密钥链 > 加密文件），敏感信息绝不写入配置文件
+3. **双模式输出**：所有用户面向的组件（日志、进度、错误）均支持 verbose/normal 模式
+4. **幂等性**：`generate` 命令支持跳过已存在的文档，`--update` 模式仅重新生成受影响的模块
+5. **渐进式交互**：5 阶段加权进度条让用户清晰了解生成进展和预计剩余时间
diff --git "a/repowiki/CLI \345\267\245\345\205\267.md" "b/repowiki/CLI \345\267\245\345\205\267.md"
deleted file mode 100644
index 477eea3f..00000000
--- "a/repowiki/CLI \345\267\245\345\205\267.md"	
+++ /dev/null
@@ -1,219 +0,0 @@
-# CLI 工具
-
-## 简介
-
-CLI 工具模块位于 `codewiki/cli/utils/`，为 CLI 命令行界面提供基础工具支持。涵盖异常处理体系、文件系统操作、输入验证、日志记录、进度追踪、仓库校验和用户指令显示等功能。所有子模块通过 [CLI 核心](CLI 核心.md) 中的命令和适配器进行调用。
-
-## 架构概览
-
-```mermaid
-graph TD
-    CLI[CLI 核心] --> ERR[errors.py]
-    CLI --> FS[fs.py]
-    CLI --> VAL[validation.py]
-    CLI --> LOG[logging.py]
-    CLI --> PROG[progress.py]
-    CLI --> REPO[repo_validator.py]
-    CLI --> INST[instructions.py]
-    CLI --> APIE[api_errors.py]
-
-    ERR --> CODB[CodeWikiError]
-    ERR --> CONF[ConfigurationError]
-    ERR --> REPOE[RepositoryError]
-    ERR --> APIE2[APIError]
-    ERR --> FSE[FileSystemError]
-    ERR --> HL[handle_error]
-
-    FS --> ED[ensure_directory]
-    FS --> SW[safe_write]
-    FS --> SR[safe_read]
-
-    VAL --> VURL[validate_url]
-    VAL --> VKEY[validate_api_key]
-    VAL --> VREPO[validate_repository_path]
-    VAL --> DETECT[detect_supported_languages]
-    VAL --> MASK[mask_api_key]
-
-    REPO --> VREPO2[validate_repository]
-    REPO --> GIT[Git operations]
-
-    PROG --> PT[ProgressTracker]
-    PROG --> MPB[ModuleProgressBar]
-```
-
-## 子模块详解
-
-### errors.py — 异常处理体系
-
-> **文件**: `codewiki/cli/utils/errors.py`
-
-定义统一的异常层次结构和 CLI 输出辅助函数。
-
-#### 异常类层次
-
-```mermaid
-graph TD
-    CE[CodeWikiError] --> CFE[ConfigurationError]
-    CE --> RE[RepositoryError]
-    CE --> AE[APIError]
-    CE --> FSE[FileSystemError]
-```
-
-| 异常类 | 退出码 | 触发场景 |
-|--------|--------|----------|
-| `CodeWikiError` | 3 | 所有异常基类，携带 `message` 和 `exit_code` |
-| `ConfigurationError` | 4 | 配置相关错误（URL/API Key/模型名称无效） |
-| `RepositoryError` | 5 | 仓库路径不存在、不可读或无支持的代码文件 |
-| `APIError` | 1 | LLM API 调用失败 |
-| `FileSystemError` | 6 | 文件读写/目录创建权限错误 |
-
-#### 输出辅助函数
-
-| 函数 | 签名 | 说明 |
-|------|------|------|
-| `handle_error(error, verbose)` | `(Exception, bool) -> int` | 统一错误处理，区分 CodeWikiError 和未知异常，返回退出码 |
-| `error_with_suggestion(message, suggestion, exit_code)` | `(str, str, int) -> None` | 显示错误并附带解决建议，调用 `sys.exit` |
-| `warning(message)` | `(str) -> None` | 黄色警告信息输出 |
-| `success(message)` | `(str) -> None` | 绿色成功信息输出 |
-| `info(message)` | `(str) -> None` | 普通信息输出 |
-
-### fs.py — 文件系统操作
-
-> **文件**: `codewiki/cli/utils/fs.py`
-
-提供安全的文件和目录操作，自动处理权限检查和原子写入。
-
-| 函数 | 说明 |
-|------|------|
-| `ensure_directory(path, mode=0o700)` | 确保目录存在，自动创建父目录。权限默认仅用户可访问 |
-| `check_writable(path)` | 检查路径是否可写（存在则直接检测；不存在则检测父目录） |
-| `safe_write(path, content, encoding="utf-8")` | **原子写入**：先写临时文件 `.tmp`，再 `replace` 重命名 |
-| `safe_read(path, encoding="utf-8")` | 安全读取文件，处理 FileNotFoundError/PermissionError |
-| `get_file_size(path)` | 获取文件大小（字节） |
-| `find_files(directory, extensions, recursive)` | 按扩展名查找文件，支持递归搜索 |
-| `cleanup_directory(path, keep_hidden=True)` | 清理目录内容，默认保留隐藏文件 |
-
-### validation.py — 输入验证
-
-> **文件**: `codewiki/cli/utils/validation.py`
-
-验证用户输入的有效性，确保配置和路径正确。
-
-| 函数 | 说明 |
-|------|------|
-| `validate_url(url, require_https, allow_localhost)` | 验证 URL 格式和协议（HTTPS 要求，localhost 例外） |
-| `validate_api_key(api_key, min_length=10)` | 验证 API Key 非空且长度足够 |
-| `validate_model_name(model)` | 验证模型名称非空 |
-| `validate_output_directory(path)` | 验证输出目录路径有效性 |
-| `validate_repository_path(path)` | 验证仓库路径存在且为目录 |
-| `detect_supported_languages(directory)` | 扫描目录检测支持的编程语言及文件数量。支持 9 种语言，排除 node_modules、.git 等目录 |
-| `is_top_tier_model(model)` | 判断模型是否为顶级模型（claude-opus、claude-sonnet、gpt-4/5、gemini-2.5），影响聚类策略 |
-| `mask_api_key(api_key, visible_chars=4)` | 脱敏显示 API Key（如 `sk-1234...5678`） |
-
-### logging.py — 日志记录
-
-> **文件**: `codewiki/cli/utils/logging.py`
-
-提供 CLI 专用的日志记录器。
-
-**CLILogger** 支持两种模式：
-
-| 方法 | 说明 |
-|------|------|
-| `debug(message)` | 仅 verbose 模式下输出，带时间戳 |
-| `info(message)` | 普通信息输出 |
-| `success(message)` | 绿色成功信息 |
-| `warning(message)` | 黄色警告信息 |
-| `error(message)` | 红色错误信息 |
-| `step(message, step, total)` | 步骤进度信息，格式 `[step/total] message` |
-| `elapsed_time()` | 返回自 Logger 创建以来的耗时 |
-
-**create_logger(verbose)** 工厂函数创建 CLILogger 实例。
-
-### progress.py — 进度追踪
-
-> **文件**: `codewiki/cli/utils/progress.py`
-
-#### ProgressTracker
-
-多阶段进度追踪器，支持 ETA 估算。将文档生成流程分为 5 个阶段：
-
-| 阶段 | 占比 | 说明 |
-|------|------|------|
-| 1 | 40% | 依赖分析 |
-| 2 | 20% | 模块聚类 |
-| 3 | 30% | 文档生成 |
-| 4 | 5% | HTML 生成（可选） |
-| 5 | 5% | 最终化 |
-
-核心方法：`start_stage()`、`update_stage()`、`complete_stage()`、`get_overall_progress()`、`get_eta()`。
-
-#### ModuleProgressBar
-
-逐模块生成进度条，支持 verbose 模式（显示模块名和缓存状态）和标准模式（click 进度条）。
-
-### repo_validator.py — 仓库校验
-
-> **文件**: `codewiki/cli/utils/repo_validator.py`
-
-| 函数 | 说明 |
-|------|------|
-| `validate_repository(repo_path)` | 完整校验：路径存在 → 目录类型 → 检测支持语言，返回 `(路径, 语言列表)` |
-| `check_writable_output(output_dir)` | 检查输出目录可写性，不存在则检查父目录 |
-| `is_git_repository(repo_path)` | 判断是否在 Git 仓库内（支持 monorepo 子目录，向上搜索父目录） |
-| `get_git_commit_hash(repo_path)` | 获取当前 Git commit hash |
-| `get_git_branch(repo_path)` | 获取当前 Git 分支名 |
-| `count_code_files(repo_path)` | 统计支持的代码文件数量 |
-
-### instructions.py — 用户指令
-
-> **文件**: `codewiki/cli/utils/instructions.py`
-
-文档生成完成后的用户指引输出。
-
-| 函数 | 说明 |
-|------|------|
-| `compute_github_pages_url(repo_url, repo_name)` | 从 GitHub URL 推导 Pages 地址 |
-| `get_pr_creation_url(repo_url, branch_name)` | 生成 PR 创建链接 |
-| `display_post_generation_instructions(...)` | 显示生成完成后的综合指令（输出目录、生成文件列表、GitHub Pages 指南、PR 提示） |
-| `display_generation_summary()` | 显示生成摘要统计 |
-
-### api_errors.py — API 错误处理
-
-> **文件**: `codewiki/cli/utils/api_errors.py`
-
-| 组件 | 说明 |
-|------|------|
-| `APIErrorHandler` | API 错误处理器，将原始 API 异常转换为 CodeWiki 的 `APIError` |
-| `wrap_api_call` | 装饰器/上下文管理器，用于包装 API 调用并统一错误处理 |
-
-## 模块依赖关系
-
-```mermaid
-graph LR
-    CORE[CLI 核心] --> UTILS[CLI 工具]
-    UTILS --> MCP[MCP 服务]
-    BC[后端核心] --> UTILS
-    DA[依赖分析器] --> UTILS
-
-    subgraph CLI 工具内部
-        ERR[errors.py] --> FS[fs.py]
-        REPO[repo_validator.py] --> VAL[validation.py]
-        REPO --> ERR
-        INST[instructions.py]
-        PROG[progress.py]
-        LOG[logging.py]
-    end
-```
-
-- [CLI 核心](CLI 核心.md) 是本模块的主要消费者
-- [后端核心](后端核心.md) 和 [依赖分析器](依赖分析器.md) 也依赖 `errors.py` 的异常类和 `warning`/`info` 输出函数
-- [MCP 服务](MCP 服务.md) 间接依赖本模块的配置管理和异常处理
-
-## 设计要点
-
-1. **原子写入**：`safe_write` 使用 temp + rename 模式确保写入原子性，防止部分写入
-2. **统一异常体系**：所有 CLI 异常继承 `CodeWikiError`，带退出码，支持 `handle_error` 统一处理
-3. **阶段权重 ETA**：`ProgressTracker` 使用预设阶段权重（40/20/30/5/5）估算剩余时间
-4. **Monorepo 支持**：Git 函数向上搜索父目录，支持在 monorepo 子目录中运行
-5. **安全脱敏**：`mask_api_key` 仅显示首尾 4 个字符，短密钥仅显示首尾 2 个字符
\ No newline at end of file
diff --git "a/repowiki/CLI \345\267\245\345\205\267\345\272\223.md" "b/repowiki/CLI \345\267\245\345\205\267\345\272\223.md"
new file mode 100644
index 00000000..c1166c1f
--- /dev/null
+++ "b/repowiki/CLI \345\267\245\345\205\267\345\272\223.md"	
@@ -0,0 +1,437 @@
+# CLI 工具库
+
+## 模块概述
+
+CLI 工具库模块为 CodeWiki 命令行工具提供了一系列基础设施组件，包括 Git 仓库操作、错误处理、进度追踪、日志记录、输入验证和文件系统工具等。这些工具类被 CLI 命令层和适配器层广泛依赖，是保证 CLI 稳定运行的底层支撑。
+
+### 核心功能
+
+- **Git 仓库管理**：封装 GitPython 库，提供分支创建、状态检查、提交和远程检测等操作
+- **统一错误处理**：定义分层异常体系和统一错误处理入口，映射到合适的退出码
+- **进度追踪系统**：支持多阶段进度跟踪和 ETA 估算，以及模块级别的进度条显示
+- **日志系统**：提供带彩色输出的 CLI 日志记录器，支持 verbose/normal 双模式
+- **输入验证**：验证 API 密钥格式、仓库有效性等用户输入
+- **文件系统工具**：提供安全的文件读写、目录创建等辅助函数
+
+## 架构设计
+
+```mermaid
+graph TD
+    subgraph GitTools[Git 工具]
+        A[GitManager]
+    end
+    subgraph ErrorHandling[错误处理]
+        B[CodeWikiError 基类]
+        C[ConfigurationError]
+        D[RepositoryError]
+        E[APIError]
+        F[FileSystemError]
+        G[handle_error]
+    end
+    subgraph ProgressSystem[进度系统]
+        H[ProgressTracker]
+        I[ModuleProgressBar]
+    end
+    subgraph LoggingSystem[日志系统]
+        J[CLILogger]
+    end
+    subgraph Validation[验证工具]
+        K[validate_api_key]
+        L[validate_repository]
+    end
+    subgraph Consumers[使用者]
+        M[generate 命令]
+        N[config 命令]
+        O[CLIDocumentationGenerator]
+    end
+    M --> A
+    M --> G
+    M --> J
+    M --> K
+    M --> L
+    O --> H
+    O --> I
+    B --> C
+    B --> D
+    B --> E
+    B --> F
+    G --> B
+```
+
+## 组件详解
+
+### 1. GitManager - Git 仓库管理器
+
+`GitManager` 封装了 GitPython 库，为文档生成流程提供完整的 Git 操作支持。它在文档生成时用于创建文档分支，在生成后可用于提交文档。
+
+**职责：**
+- 验证目录是否为有效的 Git 仓库
+- 检查工作目录是否干净（无未提交变更）
+- 创建带时间戳的文档分支
+- 提交生成的文档
+- 检测远程仓库 URL 和 GitHub PR 链接
+
+**核心方法：**
+
+| 方法 | 说明 | 返回值 |
+|------|------|--------|
+| `check_clean_working_directory()` | 检查工作目录是否干净 | `Tuple[bool, str]` |
+| `create_documentation_branch()` | 创建文档分支 | 分支名称 |
+| `commit_documentation()` | 提交文档 | 提交哈希 |
+| `get_remote_url()` | 获取远程 URL | URL 字符串 |
+| `get_current_branch()` | 获取当前分支 | 分支名称 |
+| `get_commit_hash()` | 获取当前提交哈希 | 哈希字符串 |
+| `branch_exists()` | 检查分支是否存在 | `bool` |
+| `get_github_pr_url()` | 获取 GitHub PR URL | URL 或 None |
+
+**分支创建流程：**
+
+```mermaid
+graph TD
+    A[create_documentation_branch] --> B{工作目录干净?}
+    B -->|否| C[抛出 RepositoryError]
+    B -->|是| D[生成分支名 docs/codewiki-时间戳]
+    D --> E{分支已存在?}
+    E -->|是| F[追加计数器后缀]
+    E -->|否| G[创建并切换分支]
+    F --> G
+    G --> H[返回分支名]
+```
+
+**代码示例：**
+
+```python
+from codewiki.cli.git_manager import GitManager
+from pathlib import Path
+
+# 初始化 Git 管理器
+git = GitManager(Path("/path/to/repo"))
+
+# 检查工作目录
+is_clean, status = git.check_clean_working_directory()
+if not is_clean:
+    print(f"未提交的变更:\n{status}")
+
+# 创建文档分支
+branch_name = git.create_documentation_branch()
+# 生成分支如: docs/codewiki-20240315-143022
+
+# 提交文档
+commit_hash = git.commit_documentation(
+    docs_path=Path("docs"),
+    message="Add generated documentation"
+)
+
+# 获取 GitHub PR 链接
+pr_url = git.get_github_pr_url(branch_name)
+# https://github.com/owner/repo/compare/docs/codewiki-20240315-143022
+```
+
+**分支命名规则：**
+- 基本格式：`docs/codewiki-YYYYMMDD-HHMMSS`
+- 如果分支名已存在（极少发生），追加数字后缀：`docs/codewiki-20240315-143022-1`
+
+### 2. 错误处理体系
+
+CodeWiki 定义了分层的异常体系，每个异常类型关联特定的退出码，使错误处理清晰可预测。
+
+#### 异常类层次
+
+```mermaid
+graph TD
+    A[CodeWikiError 基类] --> B[ConfigurationError]
+    A --> C[RepositoryError]
+    A --> D[APIError]
+    A --> E[FileSystemError]
+```
+
+#### 异常类型说明
+
+| 异常类 | 说明 | 典型场景 |
+|--------|------|----------|
+| `CodeWikiError` | 所有 CodeWiki 异常的基类 | - |
+| `ConfigurationError` | 配置相关错误 | 配置缺失、API 密钥无效 |
+| `RepositoryError` | 仓库相关错误 | 非 Git 仓库、工作目录不干净 |
+| `APIError` | LLM API 调用错误 | 网络超时、认证失败、速率限制 |
+| `FileSystemError` | 文件系统错误 | 目录不可写、文件读取失败 |
+
+#### handle_error - 统一错误处理函数
+
+`handle_error()` 是 CLI 层的顶层错误处理入口，根据异常类型返回适当的退出码。
+
+**职责：**
+- 识别 `CodeWikiError` 子类并提取错误信息和退出码
+- 对未知异常输出错误信息并返回通用退出码
+- 在 verbose 模式下输出完整的堆栈跟踪
+
+**代码示例：**
+
+```python
+def handle_error(error: Exception, verbose: bool = False) -> int:
+    if isinstance(error, CodeWikiError):
+        click.secho(f"\n Error: {error.message}", fg="red", err=True)
+        return error.exit_code
+    else:
+        click.secho(f"\n Unexpected error: {error}", fg="red", err=True)
+        if verbose:
+            import traceback
+            click.echo(traceback.format_exc(), err=True)
+        return EXIT_GENERAL_ERROR
+```
+
+**退出码映射：**
+
+| 退出码 | 说明 |
+|--------|------|
+| 0 | 成功 |
+| 1 | 通用错误 |
+| 2 | 配置错误 |
+| 3 | 仓库错误 |
+| 4 | API 错误 |
+| 5 | 文件系统错误 |
+| 130 | 用户中断（Ctrl+C） |
+
+### 3. ProgressTracker - 多阶段进度追踪器
+
+`ProgressTracker` 提供多阶段进度跟踪功能，将文档生成过程分为 5 个阶段，每个阶段有不同的时间权重，支持 ETA 估算。
+
+**职责：**
+- 跟踪 5 个文档生成阶段的进度
+- 根据阶段权重计算总体进度
+- 估算剩余时间（ETA）
+- 支持 verbose/normal 两种输出模式
+
+**阶段权重分配：**
+
+| 阶段 | 名称 | 权重 | 说明 |
+|------|------|------|------|
+| 1 | 依赖分析 | 40% | 解析源文件，构建依赖图 |
+| 2 | 模块聚类 | 20% | LLM 聚类叶节点 |
+| 3 | 文档生成 | 30% | 生成模块文档 |
+| 4 | HTML 生成 | 5% | 生成 HTML 查看器 |
+| 5 | 终结 | 5% | 创建元数据 |
+
+**代码示例：**
+
+```python
+tracker = ProgressTracker(total_stages=5, verbose=True)
+
+# 开始阶段 1
+tracker.start_stage(1, "依赖分析")
+tracker.update_stage(0.5, "解析源文件中...")
+tracker.update_stage(0.8, "已分析 42 个文件")
+tracker.complete_stage()
+
+# 开始阶段 2
+tracker.start_stage(2, "模块聚类")
+tracker.update_stage(0.5, "LLM 聚类中...")
+tracker.complete_stage()
+
+# 查看总体进度
+progress = tracker.get_overall_progress()  # 0.6 (40% + 20%)
+eta = tracker.get_eta()  # "3m 15s"
+```
+
+**ETA 计算逻辑：**
+
+```python
+def get_eta(self) -> Optional[str]:
+    elapsed = time.time() - self.start_time
+    progress = self.get_overall_progress()
+    if progress <= 0.0:
+        return None
+    total_estimated = elapsed / progress
+    remaining = total_estimated - elapsed
+    # 格式化为 "Xh Ym" / "Ym Zs" / "Zs"
+```
+
+### 4. ModuleProgressBar - 模块进度条
+
+`ModuleProgressBar` 提供模块级别的进度显示，在文档生成阶段逐个显示每个模块的处理状态。
+
+**职责：**
+- 显示模块生成的进度条
+- 在 verbose 模式下显示每个模块的名称和缓存状态
+- 在 normal 模式下显示简洁的进度条
+
+**代码示例：**
+
+```python
+bar = ModuleProgressBar(total_modules=10, verbose=True)
+
+# 处理每个模块
+for module in modules:
+    cached = module in cache
+    bar.update(module.name, cached=cached)
+    # verbose 输出: [3/10] auth_module... cached
+    # normal 模式: 更新进度条
+
+bar.finish()
+```
+
+**双模式输出：**
+
+| 模式 | 输出效果 |
+|------|----------|
+| verbose | `[3/10] auth_module... cached` |
+| normal | `Generating modules [###----] 30% ETA: 00:02:15` |
+
+### 5. CLILogger - CLI 日志记录器
+
+`CLILogger` 提供带彩色输出的 CLI 日志记录功能，支持多种日志级别和格式化的步骤输出。
+
+**职责：**
+- 提供 debug/info/success/warning/error 五级日志
+- 支持 verbose/normal 双模式输出
+- 提供带编号的步骤输出格式
+- 记录并计算经过时间
+
+**日志级别与颜色：**
+
+| 方法 | 颜色 | 说明 | verbose 限制 |
+|------|------|------|------|
+| `debug()` | 青色（暗淡） | 调试信息 | 仅 verbose 模式 |
+| `info()` | 默认 | 普通信息 | 总是显示 |
+| `success()` | 绿色 | 成功信息 | 总是显示 |
+| `warning()` | 黄色 | 警告信息 | 总是显示 |
+| `error()` | 红色 | 错误信息 | 总是显示 |
+| `step()` | 蓝色（加粗） | 步骤信息 | 总是显示 |
+
+**代码示例：**
+
+```python
+logger = CLILogger(verbose=True)
+
+logger.step("验证配置...", step=1, total=4)
+# 输出: [1/4] 验证配置...
+
+logger.success("配置有效")
+# 输出: check 配置有效
+
+logger.debug("检测到的语言: Python (42 files), JavaScript (18 files)")
+# 输出: [14:30:22] 检测到的语言: Python (42 files), JavaScript (18 files)
+
+logger.warning("不是 Git 仓库，Git 功能不可用")
+# 输出: warning 不是 Git 仓库，Git 功能不可用
+
+logger.error("API 密钥无效")
+# 输出: cross API 密钥无效
+
+elapsed = logger.elapsed_time()
+# 返回: "2m 15s"
+```
+
+### 6. 验证工具函数
+
+验证工具函数提供用户输入和环境的校验能力，确保文档生成流程的前置条件满足。
+
+#### validate_api_key
+
+验证 API 密钥的格式和有效性。根据配置中的 `provider` 类型，采用不同的验证规则。
+
+#### validate_repository
+
+验证指定目录是否为有效的代码仓库，并检测仓库中使用的编程语言。
+
+**典型使用流程：**
+
+```python
+# 在 generate 命令中使用
+repo_path = Path.cwd()
+repo_path, languages = validate_repository(repo_path)
+# languages = [("Python", 42), ("JavaScript", 18)]
+
+# 检查是否为 Git 仓库
+if not is_git_repository(repo_path):
+    logger.warning("Not a git repository. Git features unavailable.")
+
+# 检查输出目录可写
+check_writable_output(output_dir.parent)
+```
+
+**仓库验证流程：**
+
+```mermaid
+graph TD
+    A[validate_repository] --> B{目录存在?}
+    B -->|否| C[抛出 RepositoryError]
+    B -->|是| D{包含源代码文件?}
+    D -->|否| E[抛出 RepositoryError]
+    D -->|是| F[检测编程语言]
+    F --> G[返回 repo_path 和 languages]
+```
+
+### 7. 文件系统工具
+
+文件系统工具提供安全的文件读写操作，封装了常见的文件系统操作并统一错误处理。
+
+**核心函数：**
+
+| 函数 | 说明 |
+|------|------|
+| `safe_read()` | 安全读取文件内容 |
+| `safe_write()` | 安全写入文件内容 |
+| `ensure_directory()` | 确保目录存在，不存在则创建 |
+| `check_writable_output()` | 检查输出目录是否可写 |
+| `is_git_repository()` | 检查目录是否为 Git 仓库 |
+| `get_git_commit_hash()` | 获取当前 Git 提交哈希 |
+| `get_git_branch()` | 获取当前 Git 分支名 |
+
+## 组件协作关系
+
+```mermaid
+graph TD
+    subgraph GenerateCommand[generate 命令]
+        A[配置校验]
+        B[仓库校验]
+        C[Git 操作]
+        D[文档生成]
+        E[结果输出]
+    end
+    subgraph Tools[工具库]
+        F[ConfigManager]
+        G[validate_repository]
+        H[GitManager]
+        I[ProgressTracker]
+        J[CLILogger]
+        K[handle_error]
+    end
+    A --> F
+    B --> G
+    C --> H
+    D --> I
+    A --> J
+    B --> J
+    C --> J
+    D --> J
+    E --> J
+    E --> K
+```
+
+## 常量与退出码定义
+
+工具库中定义了多个常用常量：
+
+| 常量 | 值 | 说明 |
+|------|----|------|
+| `EXIT_SUCCESS` | `0` | 成功退出 |
+| `EXIT_GENERAL_ERROR` | `1` | 通用错误 |
+| `CONFIG_DIR` | `~/.codewiki/` | 配置目录 |
+| `CONFIG_FILE` | `~/.codewiki/config.json` | 配置文件路径 |
+| `CREDENTIALS_FILE` | `~/.codewiki/credentials.json` | 凭证文件路径 |
+| `KEYRING_SERVICE` | `"codewiki"` | 密钥链服务名 |
+| `KEYRING_API_KEY_ACCOUNT` | `"api-key"` | 密钥链账户名 |
+
+## 设计要点
+
+1. **分层异常体系**：所有自定义异常继承自 `CodeWikiError` 基类，每个子类关联特定退出码，便于统一处理和用户友好的错误提示
+2. **双模式输出**：日志和进度组件均支持 verbose/normal 两种模式，verbose 模式提供详细的调试信息，normal 模式保持输出简洁
+3. **加权进度跟踪**：`ProgressTracker` 根据各阶段的实际耗时分配权重，使总体进度和 ETA 估算更准确
+4. **安全优先**：文件系统工具统一使用 `safe_read`/`safe_write`，并在写入凭证文件时设置严格的文件权限（0o600）
+5. **Git 安全操作**：创建分支前强制检查工作目录状态，防止文档生成与未提交代码混淆
+
+## 模块关系
+
+- [CLI 入口与命令](CLI%20入口与命令.md) - 工具库的主要使用者
+- [CLI 配置与模型](CLI%20配置与模型.md) - ConfigManager 依赖文件工具和错误类
+- [MCP 服务端](MCP%20服务端.md) - MCP 工具也可复用验证和文件工具
\ No newline at end of file
diff --git "a/repowiki/CLI \346\240\270\345\277\203.md" "b/repowiki/CLI \346\240\270\345\277\203.md"
deleted file mode 100644
index 08e4a0bd..00000000
--- "a/repowiki/CLI \346\240\270\345\277\203.md"	
+++ /dev/null
@@ -1,137 +0,0 @@
-# CLI 核心
-
-## 简介
-
-CLI 核心模块是 CodeWiki 命令行界面的入口和控制中心，位于 `codewiki/cli/`。包含主入口点、`config` 和 `generate` 两个命令组、配置管理器、Git 管理器、HTML 生成器及文档生成适配器，负责编排整个文档生成流水线。
-
-## 架构概览
-
-```mermaid
-graph TD
-    MAIN[main.py:main] --> CLI[cli: Click Group]
-    CLI --> CONFIG[config commands]
-    CLI --> GEN[generate commands]
-    CLI --> MCP[mcp_command]
-    CLI --> VER[version]
-
-    CONFIG --> CM[ConfigManager]
-    CONFIG --> VAL[validation utils]
-    CONFIG --> MOD[models/config.py]
-
-    GEN --> CM2[ConfigManager]
-    GEN --> GIT[GitManager]
-    GEN --> DG[CLIDocumentationGenerator]
-    GEN --> REPO[repo_validator]
-
-    DG --> BC[后端核心: DocumentationGenerator]
-    DG --> HG[HTMLGenerator]
-    DG --> MOD2[models/job.py]
-
-    HG --> FE[前端服务: visualise_docs]
-```
-
-## 入口与命令注册
-
-### main.py — 程序入口
-
-| 组件 | 说明 |
-|------|------|
-| `main()` | CLI 入口函数，调用 Click Group，捕获 KeyboardInterrupt 和通用异常 |
-| `cli(ctx)` | Click 主命令组，设置上下文对象 |
-| `version()` | 显示 CLI 版本信息 |
-| `mcp_command()` | 启动 MCP Server（异步调用 `codewiki.mcp.server.main`） |
-
-### config 命令组
-
-| 命令 | 说明 |
-|------|------|
-| `config set` | 配置 API 凭据和参数。支持 `--api-key`、`--base-url`、`--main-model`、`--cluster-model`、`--fallback-model`、`--max-tokens`、`--max-depth`、`--provider` 等。API Key 写入系统密钥链 |
-| `config show` | 显示当前配置。支持 `--json` 输出。API Key 脱敏显示 |
-| `config validate` | 验证配置并测试 API 连接。分 5 步：配置文件 → API Key → Base URL → 模型 → 连通性测试 |
-| `config agent` | 配置 Agent 默认指令（include/exclude 模式、focus 模块、doc type、自定义指令） |
-
-### generate 命令组
-
-| 组件 | 说明 |
-|------|------|
-| `generate_command` | 文档生成主命令。校验仓库 → 创建日志 → Git 差异检测 → 实例化适配器 → 执行生成 |
-| `_detect_changed_files` | 比较 metadata.json 中 commit_id 与当前 HEAD 的 diff 检测变更，支持 monorepo |
-| `_invalidate_affected_modules` | 递归查找变更文件影响的模块并标记失效 |
-| `_find_affected` | 递归函数，查找需要重新生成的所有模块 |
-| `parse_patterns` | 解析逗号分隔的 pattern 字符串 |
-
-## 核心类
-
-### ConfigManager
-
-> **文件**: `codewiki/cli/config_manager.py`
-
-配置管理器，负责配置的加载、保存和持久化。配置存储于 `~/.codewiki/config.json`，API Key 优先使用系统密钥链（keyring），fallback 到加密文件。
-
-### GitManager
-
-> **文件**: `codewiki/cli/git_manager.py`
-
-Git 操作管理器，封装 GitPython 库操作。支持增量文档生成：检测 Git 仓库、获取分支/commit、diff 对比、monorepo 子目录支持。
-
-### HTMLGenerator
-
-> **文件**: `codewiki/cli/html_generator.py`
-
-HTML 静态站点生成器，将 Markdown 文档转为 GitHub Pages 兼容的 HTML 站点：加载 module_tree.json 构建导航、嵌入 Mermaid CDN。
-
-### CLIDocumentationGenerator
-
-> **文件**: `codewiki/cli/adapters/doc_generator.py`
-
-CLI 文档生成适配器，桥接 CLI 与 [后端核心](后端核心.md) 的 `DocumentationGenerator`。管理进度追踪、日志输出和增量文档生成。
-
-## 数据模型
-
-### models/config.py
-
-| 类 | 说明 |
-|------|------|
-| `Configuration` | 完整配置模型：provider、base_url、main_model、cluster_model、fallback_model、max_tokens、max_depth、agent_instructions |
-| `AgentInstructions` | Agent 指令：include_patterns、exclude_patterns、focus_modules、doc_type、custom_instructions |
-
-### models/job.py
-
-| 类 | 说明 |
-|------|------|
-| `JobStatus` | 作业状态枚举：PENDING/RUNNING/COMPLETED/FAILED/CANCELLED |
-| `DocumentationJob` | 文档生成作业，聚合状态、LLM 配置、生成选项和统计 |
-| `LLMConfig` | LLM 配置：provider、api_key、base_url、model 名称 |
-| `GenerationOptions` | 生成选项：include/exclude patterns、output_dir、doc_type |
-| `JobStatistics` | 统计：开始/结束时间、处理文件数、模块数、耗时 |
-
-## 数据流
-
-```mermaid
-graph TD
-    A[用户输入] --> B[Click CLI]
-    B --> C{命令路由}
-    C -->|config| D[ConfigManager]
-    D --> E[config.json + keychain]
-    C -->|generate| F[generate_command]
-    F --> G[ConfigManager: 加载配置]
-    F --> H[GitManager: 差异检测]
-    F --> I[CLIDocumentationGenerator]
-    I --> J[DocumentationGenerator: 后端核心]
-    J --> K[依赖分析 + 文档生成]
-    I --> L[HTMLGenerator: 可选]
-    F --> M[instructions: 显示指引]
-```
-
-## 模块依赖
-
-- **上游依赖**: [CLI 工具](CLI 工具.md)（验证、异常、文件系统、进度）
-- **下游依赖**: [后端核心](后端核心.md)（文档生成引擎）、[MCP 服务](MCP 服务.md)（mcp_command 启动）
-- **横向依赖**: [前端服务](前端服务.md)（HTMLGenerator 使用 visualise_docs）
-
-## 关键设计决策
-
-1. **密钥链存储**：API Key 优先使用系统密钥链（keyring），增强安全性
-2. **增量生成**：通过 Git diff 检测变更，仅重新生成受影响模块的文档
-3. **订阅模式**：支持 claude-code/codex 提供商，无需手动配置 API Key
-4. **分步验证**：`config validate` 采用 5 步验证流程，每步独立报错
\ No newline at end of file
diff --git "a/repowiki/CLI \351\205\215\347\275\256\344\270\216\346\250\241\345\236\213.md" "b/repowiki/CLI \351\205\215\347\275\256\344\270\216\346\250\241\345\236\213.md"
new file mode 100644
index 00000000..44e19db1
--- /dev/null
+++ "b/repowiki/CLI \351\205\215\347\275\256\344\270\216\346\250\241\345\236\213.md"	
@@ -0,0 +1,414 @@
+# CLI 配置与模型
+
+## 模块概述
+
+CLI 配置与模型模块是 CodeWiki 配置管理和数据建模的核心层，负责管理用户的 LLM API 凭证、生成配置、作业状态跟踪以及 Agent 指令等关键数据模型。该模块采用安全优先的设计，通过系统密钥链（keyring）存储 API 密钥，并提供文件回退机制确保在各种环境下均可正常工作。
+
+### 核心功能
+
+- **安全凭证管理**：通过系统密钥链（macOS Keychain / Windows Credential Manager / Linux Secret Service）安全存储 API 密钥
+- **配置持久化**：将非敏感配置以 JSON 格式存储在 `~/.codewiki/config.json`
+- **多供应商支持**：支持 OpenAI 兼容、Anthropic、AWS Bedrock、Azure OpenAI 等多种 LLM 供应商
+- **Agent 指令系统**：支持文件过滤、模块聚焦、文档类型选择等自定义指令
+- **作业生命周期管理**：完整跟踪文档生成作业的状态、统计和元数据
+- **配置验证与迁移**：自动验证配置完整性并支持版本迁移
+
+## 架构设计
+
+```mermaid
+graph TD
+    subgraph ConfigManagement[配置管理层]
+        A[ConfigManager]
+        B[keyring 密钥链]
+        C[config.json 配置文件]
+        D[credentials.json 凭证文件]
+    end
+    subgraph ConfigModels[配置数据模型]
+        E[Configuration]
+        F[AgentInstructions]
+    end
+    subgraph JobModels[作业数据模型]
+        G[DocumentationJob]
+        H[JobStatus]
+        I[LLMConfig]
+        J[GenerationOptions]
+        K[JobStatistics]
+    end
+    subgraph Consumers[使用者]
+        L[generate 命令]
+        M[config 命令]
+        N[CLIDocumentationGenerator]
+        O[后端引擎]
+    end
+    A --> B
+    A --> C
+    A --> D
+    A --> E
+    E --> F
+    L --> A
+    M --> A
+    N --> G
+    G --> H
+    G --> I
+    G --> J
+    G --> K
+    N --> O
+```
+
+## 组件详解
+
+### 1. ConfigManager - 配置管理器
+
+`ConfigManager` 是 CodeWiki 配置管理的核心类，负责加载、保存和管理用户配置。它采用分层存储策略，将敏感信息（API 密钥）与非敏感配置分离存储。
+
+**职责：**
+- 管理系统密钥链中的 API 密钥存储（优先）
+- 管理 `~/.codewiki/config.json` 中的非敏感配置
+- 提供密钥链不可用时的文件回退机制
+- 配置加载、保存、验证和清除
+- 支持通过环境变量 `CODEWIKI_NO_KEYRING=1` 禁用密钥链
+
+**存储策略：**
+
+| 存储位置 | 内容 | 安全性 |
+|----------|------|--------|
+| 系统密钥链 | API 密钥 | 高（加密存储） |
+| `~/.codewiki/credentials.json` | API 密钥（回退） | 中（文件权限 0o600） |
+| `~/.codewiki/config.json` | 模型、URL 等非敏感配置 | 低（明文 JSON） |
+
+**核心方法：**
+
+```python
+# 初始化配置管理器
+cm = ConfigManager()
+
+# 加载配置
+if cm.load():
+    config = cm.get_config()
+    api_key = cm.get_api_key()
+
+# 保存配置
+cm.save(
+    api_key="sk-your-api-key",
+    base_url="https://api.openai.com/v1",
+    main_model="gpt-4",
+    cluster_model="gpt-3.5-turbo",
+    fallback_model="glm-4p5",
+    provider="openai-compatible",
+    max_tokens=32768,
+    max_depth=2,
+)
+
+# 检查配置是否完整
+if cm.is_configured():
+    print("配置已就绪")
+
+# 清除所有配置
+cm.clear()
+```
+
+**密钥链检测与回退流程：**
+
+```mermaid
+graph TD
+    A[初始化 ConfigManager] --> B{CODEWIKI_NO_KEYRING?}
+    B -->|是| C[禁用密钥链]
+    B -->|否| D{密钥链可用?}
+    D -->|是| E[使用密钥链存储]
+    D -->|否| F[使用文件回退]
+    E --> G{保存 API 密钥}
+    G --> H{密钥链写入成功?}
+    H -->|是| I[完成]
+    H -->|否| J[回退到文件存储]
+    J --> K[输出警告信息]
+    F --> L[写入 credentials.json]
+    L --> M[设置文件权限 0o600]
+```
+
+**支持的 LLM 供应商：**
+
+| 供应商 | provider 值 | 必需配置 |
+|--------|------------|----------|
+| OpenAI 兼容 | `openai-compatible` | base_url, main_model, cluster_model |
+| Anthropic | `anthropic` | main_model, cluster_model |
+| AWS Bedrock | `bedrock` | main_model, aws_region |
+| Azure OpenAI | `azure-openai` | base_url, api_version, azure_deployment |
+| Claude Code (CAW) | `claude-code` | main_model |
+| Codex (CAW) | `codex` | main_model |
+
+### 2. Configuration - 配置数据模型
+
+`Configuration` 是一个数据类，定义了 CodeWiki 的完整配置结构。它支持序列化/反序列化、验证和向后端配置转换。
+
+**职责：**
+- 定义所有配置字段及其默认值
+- 提供配置验证逻辑（按供应商类型区分）
+- 支持与字典的双向转换
+- 提供向后端 `Config` 的桥接转换方法
+
+**字段说明：**
+
+| 字段 | 类型 | 默认值 | 说明 |
+|------|------|--------|------|
+| `base_url` | `str` | `""` | LLM API 基础 URL |
+| `main_model` | `str` | `""` | 主模型名称 |
+| `cluster_model` | `str` | `""` | 聚类模型名称 |
+| `fallback_model` | `str` | `"glm-4p5"` | 回退模型名称 |
+| `default_output` | `str` | `"docs"` | 默认输出目录 |
+| `provider` | `str` | `"openai-compatible"` | LLM 供应商类型 |
+| `aws_region` | `str` | `"us-east-1"` | AWS 区域 |
+| `api_version` | `str` | `"2024-12-01-preview"` | Azure API 版本 |
+| `azure_deployment` | `str` | `""` | Azure 部署名称 |
+| `max_tokens` | `int` | `32768` | LLM 最大 token 数 |
+| `max_token_per_module` | `int` | `36369` | 每模块最大 token 数 |
+| `max_token_per_leaf_module` | `int` | `16000` | 每叶模块最大 token 数 |
+| `max_depth` | `int` | `2` | 层次分解最大深度 |
+| `agent_instructions` | `AgentInstructions` | 空对象 | Agent 自定义指令 |
+
+**验证规则：**
+
+```python
+# CAW 供应商（claude-code, codex）仅需验证 main_model
+if is_caw_provider(self.provider):
+    validate_model_name(self.main_model)
+    return
+
+# API 供应商需验证 URL 和所有模型名称
+validate_url(self.base_url)
+validate_model_name(self.main_model)
+validate_model_name(self.cluster_model)
+validate_model_name(self.fallback_model)
+```
+
+**与后端配置的桥接：**
+
+```python
+# 将 CLI 配置转换为后端配置
+backend_config = config.to_backend_config(
+    repo_path="/path/to/repo",
+    output_dir="/path/to/docs",
+    api_key=api_key,
+    runtime_instructions=runtime_instructions,
+)
+```
+
+### 3. AgentInstructions - Agent 指令模型
+
+`AgentInstructions` 定义了文档生成 Agent 的自定义指令，允许用户通过文件过滤、模块聚焦、文档类型和自由文本指令来定制文档生成行为。
+
+**职责：**
+- 定义文件包含/排除模式
+- 定义模块聚焦列表
+- 定义文档类型（API、架构、用户指南等）
+- 生成提示词附加内容
+
+**字段说明：**
+
+| 字段 | 类型 | 说明 | 示例 |
+|------|------|------|------|
+| `include_patterns` | `List[str]` | 文件包含模式 | `["*.cs", "*.py"]` |
+| `exclude_patterns` | `List[str]` | 文件/目录排除模式 | `["*Tests*", "*test*"]` |
+| `focus_modules` | `List[str]` | 聚焦模块列表 | `["src/core", "src/api"]` |
+| `doc_type` | `str` | 文档类型 | `"api"`, `"architecture"` |
+| `custom_instructions` | `str` | 自定义指令文本 | `"Focus on public APIs"` |
+
+**文档类型预设：**
+
+| doc_type | 预设指令 |
+|----------|----------|
+| `api` | 聚焦 API 文档：端点、参数、返回类型和使用示例 |
+| `architecture` | 聚焦架构文档：系统设计、组件关系和数据流 |
+| `user-guide` | 聚焦用户指南：功能使用、分步教程 |
+| `developer` | 聚焦开发者文档：代码结构、贡献指南和实现细节 |
+
+**指令合并策略：**
+
+在 `generate` 命令中，运行时指令与持久化配置指令会进行合并，运行时指令优先级更高：
+
+```python
+# 合并运行时指令与持久化配置
+merged = AgentInstructions(
+    include_patterns=runtime.include_patterns or config.agent_instructions.include_patterns,
+    exclude_patterns=runtime.exclude_patterns or config.agent_instructions.exclude_patterns,
+    focus_modules=runtime.focus_modules or config.agent_instructions.focus_modules,
+    doc_type=runtime.doc_type or config.agent_instructions.doc_type,
+    custom_instructions=runtime.custom_instructions or config.agent_instructions.custom_instructions,
+)
+```
+
+### 4. DocumentationJob - 文档作业模型
+
+`DocumentationJob` 代表一次完整的文档生成作业，跟踪作业的完整生命周期从创建到完成或失败。
+
+**职责：**
+- 跟踪作业状态（待处理 -> 运行中 -> 已完成/失败）
+- 记录作业元数据（仓库信息、时间戳、分支等）
+- 收集生成的文件列表
+- 存储 LLM 配置和生成选项
+- 支持 JSON 序列化/反序列化
+
+**作业生命周期：**
+
+```mermaid
+graph LR
+    A[PENDING 待处理] -->|start| B[RUNNING 运行中]
+    B -->|complete| C[COMPLETED 已完成]
+    B -->|fail| D[FAILED 失败]
+```
+
+**代码示例：**
+
+```python
+# 创建作业
+job = DocumentationJob()
+job.repository_path = "/path/to/repo"
+job.repository_name = "my-project"
+job.output_directory = "/path/to/docs"
+job.llm_config = LLMConfig(
+    main_model="gpt-4",
+    cluster_model="gpt-3.5-turbo",
+    base_url="https://api.openai.com/v1",
+)
+
+# 开始作业
+job.start()  # 状态变为 RUNNING
+
+# ... 执行文档生成 ...
+
+# 完成作业
+job.files_generated = ["overview.md", "module1.md", "index.html"]
+job.module_count = 5
+job.complete()  # 状态变为 COMPLETED
+
+# 序列化为 JSON
+json_str = job.to_json()
+
+# 从 JSON 恢复
+restored_job = DocumentationJob.from_dict(json.loads(json_str))
+```
+
+### 5. JobStatus - 作业状态枚举
+
+`JobStatus` 是一个字符串枚举，定义了文档作业的四种状态。
+
+**状态值：**
+
+| 枚举值 | 字符串值 | 说明 |
+|--------|----------|------|
+| `PENDING` | `"pending"` | 作业已创建但尚未开始 |
+| `RUNNING` | `"running"` | 作业正在执行 |
+| `COMPLETED` | `"completed"` | 作业成功完成 |
+| `FAILED` | `"failed"` | 作业执行失败 |
+
+### 6. LLMConfig - LLM 配置模型
+
+`LLMConfig` 是一个轻量级数据类，存储与文档作业关联的 LLM 配置信息。
+
+**字段：**
+
+| 字段 | 类型 | 说明 |
+|------|------|------|
+| `main_model` | `str` | 主模型名称 |
+| `cluster_model` | `str` | 聚类模型名称 |
+| `base_url` | `str` | API 基础 URL |
+
+### 7. GenerationOptions - 生成选项模型
+
+`GenerationOptions` 存储文档生成时的运行时选项，控制生成行为的各种开关。
+
+**字段：**
+
+| 字段 | 类型 | 默认值 | 说明 |
+|------|------|--------|------|
+| `create_branch` | `bool` | `False` | 是否创建 Git 文档分支 |
+| `github_pages` | `bool` | `False` | 是否生成 HTML 查看器 |
+| `no_cache` | `bool` | `False` | 是否禁用缓存 |
+| `custom_output` | `Optional[str]` | `None` | 自定义输出目录 |
+
+### 8. JobStatistics - 作业统计模型
+
+`JobStatistics` 记录文档生成作业的统计数据。
+
+**字段：**
+
+| 字段 | 类型 | 默认值 | 说明 |
+|------|------|--------|------|
+| `total_files_analyzed` | `int` | `0` | 分析的源文件总数 |
+| `leaf_nodes` | `int` | `0` | 识别的叶节点数 |
+| `max_depth` | `int` | `0` | 层次分解的最大深度 |
+| `total_tokens_used` | `int` | `0` | 使用的 LLM token 总数 |
+
+## 数据流与配置传递
+
+```mermaid
+graph TD
+    subgraph UserInput[用户输入]
+        A[codewiki config set 命令]
+        B[codewiki generate 命令行参数]
+    end
+    subgraph Storage[持久化存储]
+        C[keyring 密钥链]
+        D[config.json]
+    end
+    subgraph Runtime[运行时]
+        E[ConfigManager]
+        F[Configuration]
+        G[AgentInstructions]
+    end
+    subgraph Generation[文档生成]
+        H[CLIDocumentationGenerator]
+        I[BackendConfig]
+        J[DocumentationJob]
+    end
+    A --> E
+    E --> C
+    E --> D
+    B --> G
+    E --> F
+    F --> G
+    F --> I
+    G --> I
+    H --> I
+    H --> J
+```
+
+## 配置文件格式
+
+`~/.codewiki/config.json` 示例：
+
+```json
+{
+  "version": "1.0",
+  "base_url": "https://api.openai.com/v1",
+  "main_model": "gpt-4",
+  "cluster_model": "gpt-3.5-turbo",
+  "fallback_model": "glm-4p5",
+  "default_output": "docs",
+  "provider": "openai-compatible",
+  "max_tokens": 32768,
+  "max_token_per_module": 36369,
+  "max_token_per_leaf_module": 16000,
+  "max_depth": 2,
+  "agent_instructions": {
+    "include_patterns": ["*.py", "*.ts"],
+    "exclude_patterns": ["*test*", "*spec*"],
+    "focus_modules": ["src/core"],
+    "doc_type": "api",
+    "custom_instructions": "Include usage examples"
+  }
+}
+```
+
+## 模块关系
+
+- [CLI 入口与命令](CLI%20入口与命令.md) - 使用 ConfigManager 加载配置并传递给生成器
+- [CLI 工具库](CLI%20工具库.md) - 提供文件系统工具、错误类和验证函数
+- [后端配置](后端配置.md) - 接收 CLI Configuration 转换后的 BackendConfig
+
+## 设计要点
+
+1. **安全优先**：API 密钥优先存储在系统密钥链中，仅在密钥链不可用时回退到文件存储，并输出警告
+2. **供应商适配**：通过 `provider` 字段和 `is_caw_provider()` 判断，对不同供应商采用不同的验证和配置策略
+3. **指令合并**：运行时 CLI 参数与持久化配置指令自动合并，运行时优先
+4. **序列化友好**：所有模型类均支持 `to_dict()`/`from_dict()` 双向转换，便于 JSON 存储和传输
+5. **状态跟踪**：`DocumentationJob` 完整记录作业生命周期，支持序列化和恢复
\ No newline at end of file
diff --git "a/repowiki/LLM \345\220\216\347\253\257\344\270\216\346\234\215\345\212\241.md" "b/repowiki/LLM \345\220\216\347\253\257\344\270\216\346\234\215\345\212\241.md"
new file mode 100644
index 00000000..fa644716
--- /dev/null
+++ "b/repowiki/LLM \345\220\216\347\253\257\344\270\216\346\234\215\345\212\241.md"	
@@ -0,0 +1,393 @@
+# LLM 后端与服务
+
+## 模块概述
+
+LLM 后端与服务模块是 CodeWiki-CN 的核心基础设施，负责统一管理所有大语言模型（LLM）的调用方式。该模块通过抽象层设计，将两种截然不同的 LLM 调用模式——**API 密钥模式**和**订阅模式**——封装在同一个接口之下，使得上层文档生成逻辑可以无缝切换不同的 LLM 提供商。
+
+### 核心功能
+
+- **统一抽象接口**：`LLMBackend` 定义了单次补全（`complete`）和异步 Agent 循环（`run_module_agent`）两个核心方法
+- **工厂模式选择**：`get_backend` 根据配置自动实例化正确的后端实现
+- **多提供商支持**：支持 OpenAI 兼容 API、Anthropic、AWS Bedrock、Azure OpenAI 以及 Claude Code/Codex CLI 订阅模式
+- **回退链机制**：通过 `FallbackModel` 实现主模型到备用模型的自动切换
+- **兼容性适配**：`CompatibleOpenAIModel` 修补非标准 API 代理响应
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph BackendLayer["LLMBackend 抽象层"]
+        LLMBackend["LLMBackend<br/>抽象基类"]
+        get_backend["get_backend<br/>工厂函数"]
+    end
+
+    subgraph Implementations["后端实现"]
+        PydanticAIBackend["PydanticAIBackend<br/>API 密钥模式"]
+        CawBackend["CawBackend<br/>订阅 CLI 模式"]
+    end
+
+    subgraph Services["LLM 服务层"]
+        CompatibleOpenAIModel["CompatibleOpenAIModel"]
+        call_llm["call_llm"]
+        FallbackModel["FallbackModel"]
+        create_fallback_models["create_fallback_models"]
+    end
+
+    subgraph Providers["LLM 提供商"]
+        OpenAI["OpenAI 兼容 API"]
+        Anthropic["Anthropic"]
+        Bedrock["AWS Bedrock"]
+        Azure["Azure OpenAI"]
+        ClaudeCLI["Claude Code CLI"]
+        CodexCLI["Codex CLI"]
+    end
+
+    subgraph Tools["Agent 工具"]
+        CawToolKit["CawToolKit<br/>MCP 工具服务器"]
+    end
+
+    get_backend --> PydanticAIBackend
+    get_backend --> CawBackend
+    PydanticAIBackend --> call_llm
+    PydanticAIBackend --> create_fallback_models
+    create_fallback_models --> CompatibleOpenAIModel
+    CompatibleOpenAIModel --> OpenAI
+    call_llm --> OpenAI
+    call_llm --> Anthropic
+    call_llm --> Bedrock
+    call_llm --> Azure
+    CawBackend --> ClaudeCLI
+    CawBackend --> CodexCLI
+    CawBackend --> CawToolKit
+```
+
+## 组件详解
+
+### 1. LLMBackend — 抽象基类
+
+`LLMBackend` 是整个后端系统的核心抽象，定义了两个必须由子类实现的接口方法。
+
+**文件路径**: `codewiki/src/be/backend.py`
+
+```python
+class LLMBackend(abc.ABC):
+    """抽象 LLM 后端，供文档生成器使用。"""
+
+    @abc.abstractmethod
+    def complete(self, prompt: str, *, model: str | None = None,
+                 temperature: float = 0.0) -> str:
+        """单次文本补全——用于聚类、父模块/仓库概览生成。"""
+
+    @abc.abstractmethod
+    async def run_module_agent(self, module_name: str,
+                               components: Dict[str, "Node"],
+                               core_component_ids: List[str],
+                               module_path: List[str],
+                               working_dir: str) -> Dict[str, Any]:
+        """运行模块级 Agent 循环——用于逐模块文档生成。"""
+```
+
+**设计意图**：
+- `complete` 用于简单的同步单次调用场景（如模块聚类、概览生成）
+- `run_module_agent` 用于复杂的多轮异步 Agent 交互（如叶子模块文档生成），支持工具调用和递归子 Agent
+
+### 2. get_backend — 工厂函数
+
+工厂函数根据配置中的 `provider` 字段决定实例化哪个后端。
+
+```python
+CAW_PROVIDERS = frozenset({"claude-code", "codex"})
+
+def is_caw_provider(provider: str) -> bool:
+    """判断是否为 caw 订阅模式提供商。"""
+    return provider in CAW_PROVIDERS
+
+def get_backend(config) -> "LLMBackend":
+    """根据 config.provider 返回对应的后端实例。"""
+    provider = getattr(config, "provider", "openai-compatible")
+    if is_caw_provider(provider):
+        from codewiki.src.be.caw_backend import CawBackend
+        return CawBackend(config)
+    from codewiki.src.be.pydantic_ai_backend import PydanticAIBackend
+    return PydanticAIBackend(config)
+```
+
+**延迟导入策略**：工厂函数使用局部 `import` 而非模块顶层导入，避免了循环依赖，同时确保不使用的后端实现不会被加载。
+
+### 3. PydanticAIBackend — API 密钥模式
+
+`PydanticAIBackend` 是基于 pydantic-ai 框架和 OpenAI 兼容客户端的后端实现，使用 API 密钥进行认证。
+
+**文件路径**: `codewiki/src/be/pydantic_ai_backend.py`
+
+**核心特性**：
+- 使用 `FallbackModel` 构建主模型 + 备用模型的回退链
+- Agent 工具集根据模块复杂度动态调整：
+  - 复杂模块（多文件）：配备 `read_code_components`、`str_replace_editor`、`generate_sub_module_documentation` 三个工具
+  - 叶子模块（单文件）：仅配备 `read_code_components` 和 `str_replace_editor`
+
+```python
+class PydanticAIBackend(LLMBackend):
+    def __init__(self, config: Config) -> None:
+        self._config = config
+        self._fallback_models = create_fallback_models(config)
+        self._custom_instructions = config.get_prompt_addition()
+
+    def complete(self, prompt: str, *, model=None, temperature=0.0) -> str:
+        return call_llm(prompt, self._config, model=model,
+                        temperature=temperature)
+
+    async def run_module_agent(self, module_name, components,
+                               core_component_ids, module_path,
+                               working_dir) -> Dict[str, Any]:
+        # 检查文档是否已存在（幂等性）
+        # 根据模块复杂度选择不同的 Agent 工具集
+        # 创建 CodeWikiDeps 依赖注入上下文
+        # 运行 Agent 并保存模块树
+```
+
+**Agent 运行流程**：
+
+```mermaid
+graph TD
+    Start["run_module_agent 入口"] --> CheckExist{"文档已存在?"}
+    CheckExist -->|是| Return["返回 module_tree"]
+    CheckExist -->|否| CheckComplex{"is_complex_module?"}
+    CheckComplex -->|是| FullAgent["创建完整 Agent<br/>含子模块工具"]
+    CheckComplex -->|否| LeafAgent["创建叶子 Agent<br/>仅读写工具"]
+    FullAgent --> CreateDeps["创建 CodeWikiDeps"]
+    LeafAgent --> CreateDeps
+    CreateDeps --> RunAgent["agent.run 执行"]
+    RunAgent --> SaveTree["保存 module_tree.json"]
+    SaveTree --> Return
+```
+
+### 4. CawBackend — 订阅 CLI 模式
+
+`CawBackend` 通过 `claude` 或 `codex` CLI 二进制文件路由所有 LLM 调用，使用用户的 OAuth 订阅认证，无需 API 密钥。
+
+**文件路径**: `codewiki/src/be/caw_backend.py`
+
+**关键设计**：
+
+| 特性 | 说明 |
+|------|------|
+| 提供商映射 | `claude-code` → `claude_code`，`codex` → `codex` |
+| 工具组控制 | 禁用 WRITER/INTERACTION/WEB，仅启用 READER + PARALLEL |
+| 超时补丁 | Codex MCP 工具超时设为 24 小时，防止长递归被取消 |
+| 工作目录管理 | Agent 运行期间 `os.chdir` 到文档输出目录 |
+| 心跳机制 | 子模块递归期间每 10 秒发送 MCP 进度通知 |
+
+```python
+class CawBackend(LLMBackend):
+    def __init__(self, config: Config) -> None:
+        self._config = config
+        self._caw_provider = _resolve_caw_provider(config.provider)
+        self._model = config.main_model or None
+        # 验证 CLI 二进制文件是否可用
+        cli = _CLI_BINARY[config.provider]
+        if shutil.which(cli) is None:
+            raise RuntimeError(
+                f"Subscription mode requires the '{cli}' CLI on PATH."
+            )
+```
+
+**工具组策略**：
+
+```python
+# 禁用内置 Write/Edit，强制使用 CodeWiki 的 str_replace_editor
+# 确保 Mermaid 验证在两种后端中一致运行
+_AGENT_TOOL_GROUP = ToolGroup.READER | ToolGroup.PARALLEL
+
+def _agent_tool_group_for_provider(provider: str) -> ToolGroup:
+    if provider == "codex":
+        # Codex 需要 EXEC 模式才能使用 MCP 工具
+        return _AGENT_TOOL_GROUP | ToolGroup.EXEC
+    return _AGENT_TOOL_GROUP
+```
+
+**异步到同步桥接**：
+
+CawBackend 的核心挑战是 caw 库通过 `subprocess.Popen` 调用 CLI，是阻塞操作。解决方案是使用 `asyncio.to_thread` 将阻塞调用移至工作线程：
+
+```python
+async def run_module_agent(self, ...):
+    set_main_loop(asyncio.get_running_loop())
+    return await asyncio.to_thread(
+        self._run_module_agent_sync,
+        module_name, components, core_component_ids,
+        module_path, working_dir,
+    )
+```
+
+### 5. CompatibleOpenAIModel — 兼容性适配
+
+某些 OpenAI 兼容 API 代理返回的响应不完全符合标准，例如 `choices[].index` 可能为 `None`。`CompatibleOpenAIModel` 在 pydantic 验证之前修补这些字段。
+
+**文件路径**: `codewiki/src/be/llm_services.py`
+
+```python
+class CompatibleOpenAIModel(OpenAIModel):
+    """修补非标准 API 代理响应的 OpenAIModel 子类。"""
+
+    def _validate_completion(self, response):
+        if response.choices:
+            for i, choice in enumerate(response.choices):
+                if choice.index is None:
+                    choice.index = i
+        return super()._validate_completion(response)
+```
+
+### 6. LLM 服务层 — llm_services
+
+LLM 服务层提供了一系列工厂函数和调用函数，是整个 LLM 调用的底层基础。
+
+**文件路径**: `codewiki/src/be/llm_services.py`
+
+#### 模型创建工厂
+
+```python
+def create_main_model(config: Config) -> CompatibleOpenAIModel:
+    """从配置创建主 LLM 模型。"""
+    return CompatibleOpenAIModel(
+        model_name=config.main_model,
+        provider=OpenAIProvider(
+            base_url=config.llm_base_url,
+            api_key=config.llm_api_key
+        ),
+        settings=_build_model_settings(config, config.main_model)
+    )
+
+def create_fallback_models(config: Config) -> FallbackModel:
+    """创建主模型 + 备用模型的回退链。"""
+    main = create_main_model(config)
+    fallback = create_fallback_model(config)
+    return FallbackModel(main, fallback)
+```
+
+#### call_llm — 统一补全函数
+
+`call_llm` 函数根据 `provider` 自动选择调用路径：
+
+```mermaid
+graph LR
+    call_llm["call_llm"] --> CheckProvider{"provider?"}
+    CheckProvider -->|openai-compatible| OpenAIClient["OpenAI 客户端直调"]
+    CheckProvider -->|bedrock| LiteLLM["litellm 转译"]
+    CheckProvider -->|anthropic| LiteLLM
+    CheckProvider -->|azure-openai| AzureClient["AzureOpenAI 客户端"]
+```
+
+**Token 参数自适应**：
+
+较新的 OpenAI 模型（o1、o3、o4、gpt-4o、gpt-5 等）需要 `max_completion_tokens` 而非传统的 `max_tokens`。服务层通过 `_should_use_max_completion_tokens` 智能判断，并在首次请求失败时自动切换到另一个参数名重试。
+
+```python
+def call_llm(prompt, config, model=None, temperature=0.0) -> str:
+    # 1. 根据提供商选择调用路径
+    # 2. 智能选择 max_tokens 或 max_completion_tokens
+    # 3. 如果服务器拒绝，自动切换到另一个参数重试
+    # 4. 返回 response.choices[0].message.content
+```
+
+### 7. CawToolKit — MCP 工具服务器
+
+`CawToolKit` 将 CodeWiki 的三个核心 Agent 工具以 caw MCP 服务器的形式暴露给 caw Agent。
+
+**文件路径**: `codewiki/src/be/caw_toolkit.py`
+
+**工具列表**：
+
+| 工具名 | 功能 |
+|--------|------|
+| `read_code_components` | 读取组件源代码 |
+| `str_replace_editor` | 文件查看/创建/编辑/撤销 |
+| `generate_sub_module_documentation` | 子模块文档递归生成 |
+
+```python
+class CawToolKit(
+    ToolKit,
+    server_name="codewiki_tools",
+    display_name="CodeWiki Tools",
+):
+    def __init__(self, deps: CodeWikiDeps,
+                 backend: "CawBackend",
+                 allow_subagent: bool) -> None:
+        self._deps = deps
+        self._backend = backend
+        self._allow_subagent = allow_subagent
+```
+
+**安全控制**：
+- 路径验证：拒绝绝对路径，防止写入工作目录之外的文件
+- 路径遍历防护：验证 `..` 段不会逃逸 `base_dir`
+- 命令白名单：`repo` 工作目录仅允许 `view` 命令
+- 子 Agent 控制：叶子模块禁用 `generate_sub_module_documentation` 工具
+
+**子模块递归与心跳**：
+
+```python
+async def generate_sub_module_documentation(self, sub_module_specs, ctx):
+    if not self._allow_subagent:
+        return "generate_sub_module_documentation is NOT available..."
+    # 在工作线程中运行阻塞递归
+    work = asyncio.create_task(
+        asyncio.to_thread(self._run_sub_modules, sub_module_specs)
+    )
+    # 心跳任务防止 CLI 取消长工具调用
+    heartbeat = asyncio.create_task(_heartbeat(ctx, work))
+    try:
+        return await work
+    finally:
+        heartbeat.cancel()
+```
+
+## 数据流
+
+```mermaid
+graph TD
+    Config["Config 配置"] --> get_backend["get_backend 工厂"]
+    get_backend --> Backend["LLMBackend 实例"]
+
+    Backend --> Complete["complete 单次补全"]
+    Backend --> Agent["run_module_agent 模块 Agent"]
+
+    Complete --> Cluster["模块聚类"]
+    Complete --> Overview["概览生成"]
+
+    Agent --> Tools["Agent 工具调用"]
+    Tools --> ReadCode["read_code_components"]
+    Tools --> EditFile["str_replace_editor"]
+    Tools --> SubModule["generate_sub_module_documentation"]
+
+    SubModule -->|递归| Agent
+```
+
+## 提供商对比
+
+| 特性 | PydanticAIBackend | CawBackend |
+|------|-------------------|------------|
+| 认证方式 | API 密钥 | OAuth 订阅 |
+| LLM 调用 | pydantic-ai + OpenAI 客户端 | caw 库 + CLI 子进程 |
+| 模型回退 | FallbackModel 自动回退 | 无内置回退链 |
+| 工具暴露 | pydantic-ai Tool 注册 | MCP 服务器（CawToolKit） |
+| 温度控制 | 支持 | CLI 不暴露温度参数 |
+| 并发模型 | 异步原生 | asyncio.to_thread 桥接 |
+| Codex 支持 | 不适用 | 需要额外 EXEC 工具组 |
+
+## 跨模块引用
+
+- [Agent 工具集](Agent%20工具集.md)：详细介绍 `read_code_components`、`str_replace_editor`、`generate_sub_module_documentation` 的实现
+- [后端工具与流程](后端工具与流程.md)：展示 `DocumentationGenerator` 如何调用后端接口完成端到端文档生成
+
+## 配置参数参考
+
+| 参数 | 说明 | 示例 |
+|------|------|------|
+| `provider` | LLM 提供商类型 | `openai-compatible`, `claude-code`, `bedrock` |
+| `main_model` | 主模型名称 | `gpt-4o`, `claude-sonnet-4-20250514` |
+| `fallback_model` | 备用模型名称 | `gpt-4o-mini` |
+| `llm_base_url` | API 基础 URL | `https://api.openai.com/v1` |
+| `llm_api_key` | API 密钥 | `sk-...` |
+| `max_tokens` | 最大输出 token 数 | `4096` |
+| `cluster_model` | 聚类专用模型 | `gpt-4o-mini` |
diff --git "a/repowiki/MCP \344\274\232\350\257\235\344\270\216\345\267\245\344\275\234\345\214\272.md" "b/repowiki/MCP \344\274\232\350\257\235\344\270\216\345\267\245\344\275\234\345\214\272.md"
new file mode 100644
index 00000000..09a53479
--- /dev/null
+++ "b/repowiki/MCP \344\274\232\350\257\235\344\270\216\345\267\245\344\275\234\345\214\272.md"	
@@ -0,0 +1,340 @@
+# MCP 会话与工作区
+
+## 模块概述
+
+MCP 会话与工作区是 CodeWiki-CN 的 MCP 子系统中的基础设施层，负责管理文档生成过程中所有工具调用的**状态持久化**、**生命周期管理**和**文件系统操作**。该模块包含三个核心组件：`SessionState`（会话状态数据类）、`SessionStore`（线程安全的会话存储）和 `SessionWorkspace`（磁盘工作区管理器），共同构成了所有 MCP 工具函数运行时的基础支撑。
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph MCPLayer[MCP 工具层]
+        A[analyze_repo]
+        B[read_code_components]
+        C[write_doc_file]
+        D[save_module_tree]
+    end
+    subgraph SessionLayer[会话与工作区层]
+        E[SessionState]
+        F[SessionStore]
+        G[SessionWorkspace]
+    end
+    subgraph FilesystemLayer[文件系统层]
+        H[.codewiki/sessions/]
+        I[sources/]
+        J[JSON 数据文件]
+    end
+    A --> F
+    B --> F
+    C --> F
+    D --> F
+    F --> E
+    F --> G
+    E --> G
+    G --> H
+    G --> I
+    G --> J
+```
+
+## 组件详解
+
+### 1. SessionState — 会话状态数据类
+
+#### 职责
+
+`SessionState` 是一个数据类（dataclass），封装了单个 MCP 会话运行期间所有工具需要共享的可变状态。每个活跃的文档生成任务对应一个 `SessionState` 实例。
+
+#### 字段说明
+
+| 字段 | 类型 | 默认值 | 说明 |
+|------|------|---------|------|
+| `session_id` | `str` | 必填 | 会话唯一标识符（12位十六进制） |
+| `repo_path` | `str` | 必填 | 代码仓库根目录路径 |
+| `output_dir` | `str` | 必填 | 文档输出目录路径 |
+| `components` | `Dict[str, Node]` | 必填 | 组件 ID 到 Node 对象的映射 |
+| `leaf_nodes` | `List[str]` | 必填 | 叶子节点 ID 列表 |
+| `module_tree` | `Dict[str, Any]` | `{}` | 模块聚类树结构 |
+| `registry` | `Dict[str, Any]` | `{}` | 通用注册表（存储编辑历史等） |
+| `workspace` | `Optional[SessionWorkspace]` | `None` | 关联的磁盘工作区 |
+| `created_at` | `float` | `time.time()` | 会话创建时间戳 |
+| `last_accessed` | `float` | `time.time()` | 最近访问时间戳 |
+
+#### 过期检测与续期
+
+```python
+class SessionState:
+    def touch(self) -> None:
+        """更新最近访问时间戳，保持会话活跃。"""
+        self.last_accessed = time.time()
+
+    @property
+    def is_expired(self) -> bool:
+        """检查会话是否已超时。"""
+        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS
+```
+
+`touch()` 方法在每次通过 `SessionStore.get()` 访问会话时自动调用，确保活跃会话不会因超时被清理。`is_expired` 属性基于 `_SESSION_TTL_SECONDS` 常量判断会话是否已超过空闲时间阈值。
+
+#### 数据流向
+
+```mermaid
+graph LR
+    A["analyze_repo 创建 SessionState"] --> B["填充 components/leaf_nodes"]
+    B --> C["关联 SessionWorkspace"]
+    C --> D["后续工具通过 store.get() 读取"]
+    D --> E["自动调用 touch() 续期"]
+    E --> F["工具修改 module_tree/registry"]
+```
+
+---
+
+### 2. SessionStore — 线程安全的会话存储
+
+#### 职责
+
+`SessionStore` 是一个内存中的会话管理器，提供线程安全的会话创建、查询和删除操作。它管理所有并发 MCP 工具调用的会话生命周期，并实现了自动过期清理和容量限制驱逐机制。
+
+#### 核心操作
+
+| 方法 | 功能 | 线程安全 |
+|------|------|---------|
+| `create()` | 创建新会话，自动清理过期会话和驱逐最旧会话 | 是 |
+| `get()` | 获取会话，自动续期；过期会话自动清理并返回 None | 是 |
+| `remove()` | 显式删除会话 | 是 |
+| `_purge_expired_locked()` | 批量清理所有过期会话（内部方法） | 需持有锁 |
+
+#### 会话创建流程
+
+```mermaid
+graph TD
+    A[调用 create] --> B[获取线程锁]
+    B --> C[_purge_expired_locked]
+    C --> D{"达到容量上限?"}
+    D -->|是| E[找到最旧会话]
+    E --> F[清理其工作区]
+    F --> G[删除最旧会话]
+    G --> H[生成 session_id]
+    D -->|否| H
+    H --> I{"ID 冲突?"}
+    I -->|是| H
+    I -->|否| J[创建 SessionState]
+    J --> K[注册到 _sessions]
+    K --> L[释放锁并返回]
+```
+
+#### 容量管理与驱逐策略
+
+当活跃会话数量达到 `_MAX_SESSIONS` 上限时，系统会自动驱逐 `last_accessed` 时间最早的会话。驱逐过程包括：
+
+1. 找到最旧访问的会话
+2. 调用该会话的 `workspace.cleanup()` 清理磁盘文件
+3. 从 `_sessions` 字典中移除
+
+```python
+if len(self._sessions) >= _MAX_SESSIONS:
+    oldest_id = min(
+        self._sessions,
+        key=lambda sid: self._sessions[sid].last_accessed,
+    )
+    evicted = self._sessions[oldest_id]
+    if evicted.workspace is not None:
+        evicted.workspace.cleanup()
+    del self._sessions[oldest_id]
+```
+
+#### 会话 ID 生成策略
+
+会话 ID 使用 `uuid.uuid4().hex[:12]` 生成，即取 UUID4 的前 12 位十六进制字符。生成后检查是否与现有会话冲突，若冲突则重新生成：
+
+```python
+session_id = uuid.uuid4().hex[:12]
+while session_id in self._sessions:
+    session_id = uuid.uuid4().hex[:12]
+```
+
+#### 过期会话的懒清理
+
+`get()` 方法实现了懒清理策略：访问会话时若发现已过期，立即清理其工作区并从存储中移除，然后返回 `None`。这避免了需要单独的定时清理线程。
+
+```python
+def get(self, session_id: str) -> Optional[SessionState]:
+    with self._lock:
+        state = self._sessions.get(session_id)
+        if state is None:
+            return None
+        if state.is_expired:
+            if state.workspace is not None:
+                state.workspace.cleanup()
+            del self._sessions[session_id]
+            return None
+        state.touch()  # 自动续期
+        return state
+```
+
+---
+
+### 3. SessionWorkspace — 磁盘工作区管理器
+
+#### 职责
+
+`SessionWorkspace` 管理单个会话在磁盘上的文件空间，提供结构化的 JSON 数据写入、源码文件写入和清理功能。每个工作区对应一个唯一的目录路径。
+
+#### 目录结构
+
+```
+{repo_path}/
+  .codewiki/
+    sessions/
+      {session_id}/         <- SessionWorkspace.root
+        component_index.json
+        leaf_nodes.json
+        languages.json
+        summary.json
+        changes.json
+        processing_order.json
+        sources/             <- 源码文件目录
+          pkg__module.py____MyClass.src
+          ...
+```
+
+工作区目录固定位于 `{repo_path}/.codewiki/sessions/{session_id}/`，初始化时自动创建根目录和 `sources/` 子目录。
+
+#### 核心方法
+
+| 方法 | 功能 | 返回 |
+|------|------|------|
+| `write_json(name, data)` | 写入格式化的 JSON 文件 | `Path` 文件路径 |
+| `write_component_source(cid, source, lang)` | 写入组件源码（含头部注释） | `Path` 文件路径 |
+| `read_json(name)` | 读取 JSON 文件内容 | 解析后的对象或 `None` |
+| `cleanup()` | 删除会话目录并尝试清理空父目录 | `None` |
+
+#### JSON 数据写入
+
+`write_json` 将 Python 数据对象序列化为缩进为 2 的格式化 JSON，使用 UTF-8 编码写入：
+
+```python
+def write_json(self, name: str, data: Any) -> Path:
+    p = self.root / name
+    p.write_text(
+        json.dumps(data, indent=2, ensure_ascii=False),
+        encoding="utf-8"
+    )
+    return p
+```
+
+#### 源码文件写入
+
+`write_component_source` 将组件源码写入 `sources/` 子目录，文件名通过 `_safe_filename` 函数生成，并自动添加组件元信息头部：
+
+```python
+def write_component_source(self, component_id, source, language=""):
+    p = self.root / "sources" / _safe_filename(component_id)
+    header = f"// Component: {component_id}\n// Language: {language}\n"
+    p.write_text(header + source, encoding="utf-8")
+    return p
+```
+
+---
+
+### 4. _safe_filename — 文件名安全转换
+
+#### 职责
+
+`_safe_filename` 是一个内部辅助函数，将组件 ID（可能包含 `::`、`/` 等特殊字符）转换为文件系统安全的文件名。转换规则：
+
+- 将 `::` 替换为 `____`（四个下划线）
+- 将路径分隔符替换为 `__`
+- 添加 `.src` 扩展名
+
+例如：
+- `pkg::module.py::MyClass` → `pkg__module.py____MyClass.src`
+- `src/components/Button.tsx` → `src__components__Button.tsx.src`
+
+## 生命周期管理
+
+```mermaid
+graph TD
+    A["create() 创建会话"] --> B["SessionState 实例化"]
+    B --> C["SessionWorkspace 初始化磁盘目录"]
+    C --> D["工具调用期间: get() + touch() 续期"]
+    D --> E{"会话状态"}
+    E -->|"正常活跃"| D
+    E -->|"超时未访问"| F["get() 触发懒清理"]
+    E -->|"达到容量上限"| G["create() 驱逐最旧会话"]
+    E -->|"显式删除"| H["remove() 清理"]
+    F --> I["workspace.cleanup()"]
+    G --> I
+    H --> J["从 _sessions 移除"]
+    I --> J
+    J --> K["删除磁盘目录"]
+    K --> L["尝试清理空父目录"]
+```
+
+## 线程安全机制
+
+`SessionStore` 使用 `threading.Lock` 确保所有会话操作的线程安全性：
+
+- **create** — 在锁内完成清理、驱逐、ID 生成和注册的全过程
+- **get** — 在锁内检查过期、清理和续期，避免并发访问导致的状态不一致
+- **remove** — 在锁内执行字典的 pop 操作
+- **_purge_expired_locked** — 仅在持有锁时调用，遍历并清理所有过期会话
+
+```mermaid
+graph LR
+    A["线程 A: create()"] --> B["获取 _lock"]
+    C["线程 B: get()"] --> D["等待 _lock"]
+    B --> E["创建会话"]
+    E --> F["释放 _lock"]
+    F --> D
+    D --> G["获取 _lock"]
+    G --> H["查询会话"]
+    H --> I["释放 _lock"]
+```
+
+## 工作区清理策略
+
+`cleanup()` 方法实现了级联式的目录清理：
+
+```python
+def cleanup(self) -> None:
+    # 1. 删除会话目录及其所有内容
+    if self.root.exists():
+        shutil.rmtree(self.root, ignore_errors=True)
+    # 2. 尝试清理空的父目录
+    sessions_dir = self.root.parent  # .codewiki/sessions
+    if sessions_dir.exists() and not any(sessions_dir.iterdir()):
+        sessions_dir.rmdir()
+        base_dir = sessions_dir.parent  # .codewiki
+        if base_dir.exists() and not any(base_dir.iterdir()):
+            base_dir.rmdir()
+```
+
+清理过程：
+
+1. 使用 `shutil.rmtree` 删除整个会话目录（`ignore_errors=True` 容忍部分失败）
+2. 向上检查 `sessions/` 目录是否为空，若空则删除
+3. 继续向上检查 `.codewiki/` 目录是否为空，若空则删除
+
+这种级联清理确保不会留下空的目录结构。
+
+## 与相关模块的关系
+
+- [MCP 工具集](MCP_工具集.md) — 所有工具函数通过 `SessionStore` 获取会话状态，通过 `SessionWorkspace` 读写文件
+- [MCP 服务器](MCP_服务器.md) — MCP 服务器在启动时创建 `SessionStore` 实例并注入到各工具函数
+- [依赖分析引擎](依赖分析引擎.md) — 分析结果（`components`、`leaf_nodes`）存储在 `SessionState` 中
+
+## 配置常量
+
+| 常量 | 说明 |
+|------|------|
+| `_SESSION_TTL_SECONDS` | 会话空闲超时时间（秒） |
+| `_MAX_SESSIONS` | 最大并发会话数 |
+| `_WORKSPACE_REL` | 工作区相对路径前缀，固定为 `.codewiki/sessions` |
+
+## 设计亮点
+
+- **零拷贝数据共享**：所有工具函数通过同一个 `SessionState` 实例共享组件数据和中间结果，无需序列化传输
+- **懒过期清理**：会话过期检测在 `get()` 时触发，避免了后台清理线程的复杂性
+- **磁盘传递模式**：大数据量内容（源码、组件索引）通过工作区文件传递，MCP 响应仅包含文件路径
+- **级联目录清理**：工作区删除时自动向上清理空目录，保持仓库目录整洁
+- **文件名安全转换**：`_safe_filename` 确保所有组件 ID 均可安全用作文件名，避免特殊字符问题
diff --git "a/repowiki/MCP \345\215\217\350\256\256\346\234\215\345\212\241\345\231\250.md" "b/repowiki/MCP \345\215\217\350\256\256\346\234\215\345\212\241\345\231\250.md"
new file mode 100644
index 00000000..05b3dde5
--- /dev/null
+++ "b/repowiki/MCP \345\215\217\350\256\256\346\234\215\345\212\241\345\231\250.md"	
@@ -0,0 +1,180 @@
+# MCP 协议服务器
+
+## 模块概述
+
+MCP 协议服务器是 CodeWiki-CN 系统对外暴露文档生成能力的标准化接口层。它基于 MCP（Model Context Protocol）协议，通过 stdio JSON-RPC 传输方式，为 IDE 智能体（如 Claude、Cursor 等）提供了一组结构化的工具函数，使其能够以编程方式驱动代码仓库的文档生成全流程。
+
+与 CLI 命令行工具面向人类用户不同，MCP 服务器面向的是 LLM 智能体。智能体通过调用 MCP 工具完成从仓库分析、源码读取、模块聚类到文档写入的端到端流程。这种设计使 CodeWiki-CN 可以无缝嵌入各种 AI 编程助手的工作流中，成为其代码理解与文档生成能力的延伸。
+
+## 子模块架构
+
+```mermaid
+graph TD
+    subgraph MCPServer["MCP 协议服务器"]
+        ToolLayer["MCP 工具集"]
+        SessionLayer["MCP 会话与工作区"]
+    end
+
+    subgraph IDE["IDE 智能体"]
+        Agent["LLM Agent"]
+    end
+
+    subgraph Engine["后端核心引擎"]
+        DepBuilder["DependencyGraphBuilder"]
+    end
+
+    Agent -->|"stdio JSON-RPC"| ToolLayer
+    ToolLayer --> SessionLayer
+    ToolLayer --> DepBuilder
+```
+
+## 子模块说明
+
+### MCP 工具集
+
+[MCP 工具集](MCP%20工具集.md) 是 MCP 服务器的功能核心，提供了 7 个工具函数，覆盖文档生成全流程的各个环节。
+
+**工具清单：**
+
+| 工具名 | 所在文件 | 功能 |
+|--------|---------|------|
+| `analyze_repo` | analysis.py | 分析仓库依赖结构，创建会话和工作区 |
+| `read_code_components` | code_reader.py | 将组件源码写入工作区文件（避免内联传输） |
+| `write_doc_file` | doc_writer.py | 在输出目录创建新文档文件 |
+| `edit_doc_file` | doc_writer.py | 编辑已有文档（支持 str_replace/insert/undo） |
+| `save_module_tree` | module_tree.py | 保存模块聚类树（双文件策略：快照 + 工作副本） |
+| `get_processing_order` | module_tree.py | 获取叶子优先的处理顺序 |
+| `get_prompt` | prompt_server.py | 获取提示词模板（cluster/system_leaf/overview_module） |
+
+**工具调用全流程：**
+
+```mermaid
+graph TD
+    S1["1. analyze_repo"] --> S2["2. get_prompt cluster"]
+    S2 --> S3["3. save_module_tree"]
+    S3 --> S4["4. get_processing_order"]
+    S4 --> S5["5. 遍历处理顺序"]
+    S5 --> S6{"叶子模块?"}
+    S6 -->|是| S7["get_prompt system_leaf"]
+    S7 --> S8["read_code_components"]
+    S8 --> S9["write_doc_file"]
+    S6 -->|否| S10["get_prompt overview_module"]
+    S10 --> S11["write_doc_file"]
+    S9 --> S12{"还有模块?"}
+    S11 --> S12
+    S12 -->|是| S5
+    S12 -->|否| S13["文档生成完成"]
+```
+
+**关键设计特性：**
+- **文件传递模式**：大数据量（源码、组件索引、处理顺序）通过写入工作区文件传递，MCP 响应仅返回文件路径，显著降低 token 消耗
+- **Mermaid 自动验证**：每次 `write_doc_file` 和 `edit_doc_file` 操作后自动校验 Mermaid 图表语法
+- **编辑可撤销**：`edit_doc_file` 内置编辑历史栈，支持安全的 undo 操作
+- **增量更新感知**：通过 git 差异或文件修改时间检测仓库变更，智能引导智能体仅更新受影响模块
+
+### MCP 会话与工作区
+
+[MCP 会话与工作区](MCP%20会话与工作区.md) 是 MCP 服务器的基础设施层，管理所有工具调用的状态持久化和文件系统操作。
+
+**三大核心组件：**
+
+| 组件 | 职责 | 关键特性 |
+|------|------|----------|
+| `SessionState` | 封装单个会话的可变状态 | 支持过期检测（`is_expired`）和自动续期（`touch()`） |
+| `SessionStore` | 线程安全的会话管理器 | 自动过期清理 + 容量限制驱逐（LRU 策略） |
+| `SessionWorkspace` | 磁盘工作区管理器 | 结构化 JSON 写入、源码文件管理、级联目录清理 |
+
+**会话生命周期：**
+
+```mermaid
+graph TD
+    Create["create 创建会话"] --> Init["SessionState 实例化"]
+    Init --> Disk["SessionWorkspace 初始化磁盘目录"]
+    Disk --> Active["活跃期间 get + touch 续期"]
+    Active --> Check{"会话状态"}
+    Check -->|正常| Active
+    Check -->|超时| LazyClean["get 触发懒清理"]
+    Check -->|容量上限| Evict["create 驱逐最旧会话"]
+    Check -->|显式删除| Remove["remove 清理"]
+    LazyClean --> Cleanup["workspace.cleanup"]
+    Evict --> Cleanup
+    Remove --> Cleanup
+    Cleanup --> Done["删除磁盘目录和空父目录"]
+```
+
+**磁盘工作区结构：**
+
+```
+{repo_path}/
+  .codewiki/
+    sessions/
+      {session_id}/
+        component_index.json
+        leaf_nodes.json
+        languages.json
+        summary.json
+        changes.json
+        processing_order.json
+        sources/
+          pkg__module.py____MyClass.src
+```
+
+**线程安全机制**：`SessionStore` 使用 `threading.Lock` 保护所有会话操作（create/get/remove），确保并发 MCP 工具调用的状态一致性。
+
+## 系统架构
+
+```mermaid
+graph TD
+    subgraph Client["MCP 客户端"]
+        IDEAgent["IDE Agent"]
+    end
+
+    subgraph Server["MCP 协议服务器"]
+        subgraph Tools["MCP 工具集"]
+            Analyze["analyze_repo"]
+            ReadCode["read_code_components"]
+            WriteDoc["write_doc_file"]
+            EditDoc["edit_doc_file"]
+            SaveTree["save_module_tree"]
+            GetOrder["get_processing_order"]
+            GetPrompt["get_prompt"]
+        end
+        subgraph Session["会话与工作区"]
+            Store["SessionStore"]
+            State["SessionState"]
+            Workspace["SessionWorkspace"]
+        end
+    end
+
+    subgraph Backend["后端引擎"]
+        DepGraph["DependencyGraphBuilder"]
+        Config["Config"]
+    end
+
+    IDEAgent -->|"stdio JSON-RPC"| Tools
+    Analyze --> Store
+    Analyze --> DepGraph
+    ReadCode --> Store
+    WriteDoc --> Store
+    EditDoc --> Store
+    SaveTree --> Store
+    GetOrder --> Store
+    Store --> State
+    Store --> Workspace
+    DepGraph --> Config
+```
+
+## 与其他模块的关系
+
+- **[CLI 命令行工具](CLI%20命令行工具.md)**：`codewiki mcp` 命令启动 MCP 服务器；MCP 工具复用 CLI 配置管理的数据模型
+- **[后端核心引擎](后端核心引擎.md)**：`analyze_repo` 工具调用 `DependencyGraphBuilder` 执行底层代码分析；提示词模板与后端引擎共享
+- **[依赖分析器](依赖分析器.md)**：`DependencyGraphBuilder` 是依赖分析器的高层接口，MCP 工具通过它获取组件和叶子节点数据
+
+## 设计要点
+
+1. **文件传递模式**：大量数据通过工作区文件传递而非 MCP 消息体内联，避免消息体过大导致性能问题
+2. **零拷贝数据共享**：同一 `SessionState` 实例在工具调用间共享组件数据，无需序列化传输
+3. **懒过期清理**：会话过期在 `get()` 时触发，避免后台清理线程的复杂性
+4. **幂等性保护**：`write_doc_file` 拒绝覆盖已存在文件，引导使用 `edit_doc_file`
+5. **级联目录清理**：工作区删除时自动向上清理空目录，保持仓库整洁
+6. **安全路径校验**：所有文件操作前检查路径是否逃逸出预期目录，防止路径遍历攻击
diff --git "a/repowiki/MCP \345\267\245\345\205\267\351\233\206.md" "b/repowiki/MCP \345\267\245\345\205\267\351\233\206.md"
new file mode 100644
index 00000000..a2cdf483
--- /dev/null
+++ "b/repowiki/MCP \345\267\245\345\205\267\351\233\206.md"	
@@ -0,0 +1,402 @@
+# MCP 工具集
+
+## 模块概述
+
+MCP 工具集是 CodeWiki-CN 系统中 MCP（Model Context Protocol）子系统的核心功能层，提供了一组完整的工具函数，用于支持 IDE 智能体完成代码仓库文档生成的全流程操作。该模块涵盖**仓库分析**、**源码读取**、**文档写入与编辑**、**模块树管理**和**提示词服务**五大核心能力，通过统一的工具接口对外暴露，使 LLM 智能体能够以结构化的方式完成从代码分析到文档产出的端到端流程。
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph MCPLayer[MCP 工具层]
+        A[analysis.py] --> B[code_reader.py]
+        B --> C[doc_writer.py]
+        D[module_tree.py] --> C
+        E[prompt_server.py] --> A
+        E --> C
+    end
+    subgraph SessionLayer[会话层]
+        F[SessionStore]
+        G[SessionWorkspace]
+    end
+    subgraph BackendLayer[后端引擎]
+        H[DependencyGraphBuilder]
+        I[Config]
+    end
+    A --> F
+    A --> G
+    A --> H
+    B --> F
+    B --> G
+    C --> F
+    D --> F
+    D --> G
+    H --> I
+```
+
+## 工具清单
+
+| 工具名 | 所在文件 | 功能简述 |
+|--------|---------|----------|
+| `analyze_repo` | analysis.py | 分析代码仓库依赖结构，创建会话 |
+| `read_code_components` | code_reader.py | 将组件源码写入工作区文件 |
+| `write_doc_file` | doc_writer.py | 在输出目录创建新文档文件 |
+| `edit_doc_file` | doc_writer.py | 编辑已有文档（替换/插入/撤销） |
+| `save_module_tree` | module_tree.py | 保存模块聚类树 |
+| `get_processing_order` | module_tree.py | 获取叶子优先的处理顺序 |
+| `get_prompt` | prompt_server.py | 获取提示词模板 |
+
+## 组件详解
+
+### 1. 仓库分析工具 (analysis.py)
+
+#### 职责
+
+`handle_analyze_repo` 是整个文档生成流程的入口工具。它负责：
+
+- 接收仓库路径参数，验证路径有效性
+- 调用 `DependencyGraphBuilder` 构建依赖图，获取所有组件和叶子节点
+- 创建 MCP 会话并初始化工作区
+- 将分析结果（组件索引、叶子节点、语言统计）写入工作区 JSON 文件
+- 执行增量更新检测（通过 git 或文件修改时间）
+- 返回精简的摘要信息供智能体使用
+
+#### 工作流程
+
+```mermaid
+graph LR
+    A[接收仓库路径] --> B[验证路径]
+    B --> C[构建 Config]
+    C --> D[DependencyGraphBuilder]
+    D --> E[获取组件和叶子节点]
+    E --> F[创建会话]
+    F --> G[初始化 SessionWorkspace]
+    G --> H[写入分析结果文件]
+    H --> I[检测增量变更]
+    I --> J[返回精简摘要]
+```
+
+#### 关键参数
+
+| 参数 | 类型 | 必填 | 说明 |
+|------|------|------|------|
+| `repo_path` | string | 是 | 代码仓库根目录路径 |
+| `output_dir` | string | 否 | 文档输出目录，默认为 `{repo_path}/docs` |
+| `include_patterns` | string | 否 | 包含模式（逗号分隔） |
+| `exclude_patterns` | string | 否 | 排除模式（逗号分隔） |
+
+#### 输出文件
+
+分析完成后，工作区中将生成以下 JSON 文件：
+
+- **component_index.json** — 全量组件索引，包含每个组件的 ID、类型和文件路径
+- **leaf_nodes.json** — 叶子节点 ID 列表
+- **languages.json** — 各语言组件数量统计
+- **summary.json** — 分析摘要（含会话 ID、仓库信息、统计数据和叶子节点预览）
+- **changes.json**（可选）— 增量变更检测结果
+
+#### 代码示例
+
+```python
+# 调用示例
+def handle_analyze_repo(arguments, store):
+    repo_path = Path(arguments["repo_path"]).expanduser().resolve()
+    # 构建最小化 Config
+    config = Config(
+        repo_path=str(repo_path),
+        output_dir=str(output_dir / "temp"),
+        max_depth=2,
+        llm_base_url="not-needed",
+        llm_api_key="not-needed",
+        main_model="unused",
+        cluster_model="unused",
+    )
+    # 执行依赖分析
+    builder = DependencyGraphBuilder(config)
+    components, leaf_nodes = builder.build_dependency_graph()
+    # 创建会话和工作区
+    session = store.create(
+        repo_path=str(repo_path),
+        output_dir=str(output_dir),
+        components=components,
+        leaf_nodes=leaf_nodes,
+    )
+    workspace = SessionWorkspace(repo_path, session.session_id)
+    session.workspace = workspace
+```
+
+#### 增量更新检测
+
+`_detect_changes` 函数通过 git 差异或文件修改时间（mtime）检测仓库变更，返回受影响的模块列表（`affected_modules`）和需要级联刷新的父模块列表（`cascade_modules`）。如果未检测到变更，则返回 `no_changes: true`。
+
+---
+
+### 2. 源码读取工具 (code_reader.py)
+
+#### 职责
+
+`handle_read_code_components` 负责将指定组件的源代码写入工作区文件，而非直接返回源码内容。这种"写文件 + 返回路径"的设计模式避免了在 MCP 响应中内联大量源码，显著降低了 token 消耗。
+
+#### 设计原理
+
+```mermaid
+graph TD
+    A[接收 component_ids 列表] --> B[查询会话获取组件数据]
+    B --> C{组件是否存在}
+    C -->|是| D[提取源码和语言信息]
+    D --> E[write_component_source 写入文件]
+    E --> F[记录文件路径]
+    C -->|否| G[加入 not_found 列表]
+    F --> H[返回文件路径映射]
+    G --> H
+```
+
+#### 返回值结构
+
+```json
+{
+    "written": 5,
+    "not_found_count": 1,
+    "not_found": ["pkg::missing_module"],
+    "source_dir": "/path/to/.codewiki/sessions/abc123/sources",
+    "files": {
+        "pkg__module.py____MyClass.src": "pkg::module.py::MyClass"
+    }
+}
+```
+
+#### 代码示例
+
+```python
+def handle_read_code_components(arguments, store):
+    session = store.get(arguments["session_id"])
+    component_ids = arguments["component_ids"]
+    for cid in component_ids:
+        node = components.get(cid)
+        lang = getattr(node, "language", "")
+        source = getattr(node, "source_code", "").strip()
+        file_path = workspace.write_component_source(cid, source, lang)
+```
+
+每个源码文件会包含组件 ID 和语言信息的头部注释，格式如下：
+
+```
+// Component: pkg::module.py::MyClass
+// Language: python
+<实际源码内容>
+```
+
+---
+
+### 3. 文档写入与编辑工具 (doc_writer.py)
+
+#### 职责
+
+文档写入模块提供两个互补的工具函数，管理文档文件的完整生命周期：
+
+- **write_doc_file** — 创建新文档文件
+- **edit_doc_file** — 编辑已有文档文件
+
+两者均在操作完成后自动执行 **Mermaid 图表语法验证**，确保文档中的流程图符合规范。
+
+#### write_doc_file 工作流程
+
+```mermaid
+graph LR
+    A[验证会话有效性] --> B[安全路径检查]
+    B --> C[确保父目录存在]
+    C --> D{文件已存在?}
+    D -->|是| E[返回错误提示用 edit]
+    D -->|否| F[写入文件内容]
+    F --> G[Mermaid 语法验证]
+    G --> H[返回创建结果]
+```
+
+#### edit_doc_file 支持的命令
+
+| 命令 | 说明 | 必要参数 |
+|------|------|----------|
+| `str_replace` | 查找并替换唯一字符串 | `old_str`, `new_str` |
+| `insert` | 在指定行号插入内容 | `insert_line`, `new_str` |
+| `undo` | 撤销最近一次编辑 | 无额外参数 |
+
+#### 编辑历史管理
+
+`edit_doc_file` 内置了编辑历史机制。每次编辑操作前，会将当前文件内容压入 `session.registry["file_history"]` 栈中。`undo` 命令从栈中弹出上一个版本并恢复文件内容。
+
+#### 安全特性
+
+- **路径安全**：`_safe_doc_path` 函数确保文件名不会通过路径遍历逃逸出输出目录
+- **唯一性检查**：`str_replace` 要求 `old_str` 在文件中只出现一次，避免歧义替换
+- **编辑上下文**：编辑完成后返回修改位置附近的代码片段（snippet），方便智能体确认修改正确性
+
+#### 代码示例
+
+```python
+async def handle_edit_doc_file(arguments, store):
+    command = arguments["command"]
+    if command == "str_replace":
+        old_str = arguments.get("old_str")
+        new_str = arguments.get("new_str", "")
+        occurrences = current_content.count(old_str)
+        if occurrences == 0:
+            return {"error": "old_str not found"}
+        if occurrences > 1:
+            return {"error": f"old_str appears {occurrences} times"}
+        new_content = current_content.replace(old_str, new_str, 1)
+        doc_path.write_text(new_content, encoding="utf-8")
+    # 所有操作后均执行 Mermaid 验证
+    mermaid_result = await _validate_mermaid(str(doc_path), filename)
+```
+
+---
+
+### 4. 模块树管理工具 (module_tree.py)
+
+#### 职责
+
+模块树管理工具包含两个函数，负责管理代码模块的聚类结构和文档生成顺序：
+
+- **save_module_tree** — 保存智能体聚类结果
+- **get_processing_order** — 计算叶子优先的处理顺序
+
+#### 双文件保存策略
+
+`save_module_tree` 同时写入两个文件：
+
+| 文件 | 用途 |
+|------|------|
+| `module_tree_first.json` | 不可变快照，保留初始聚类结果 |
+| `module_tree.json` | 可变工作副本，后续可修改 |
+
+#### 处理顺序计算
+
+```mermaid
+graph TD
+    A[加载模块树] --> B[_get_processing_order]
+    B --> C[识别叶子模块 is_leaf=true]
+    C --> D[叶子模块排前面]
+    D --> E[父模块排后面]
+    E --> F[写入 processing_order.json]
+    F --> G[返回有序列表]
+```
+
+叶子优先的策略确保了：在生成父模块的概览文档时，其子模块的文档已经就绪，父模块文档可以准确引用子模块的内容和结论。
+
+#### 代码示例
+
+```python
+def handle_save_module_tree(arguments, store):
+    module_tree = arguments["module_tree"]
+    # 保存不可变快照和工作副本
+    first_path = os.path.join(output_dir, FIRST_MODULE_TREE_FILENAME)
+    working_path = os.path.join(output_dir, MODULE_TREE_FILENAME)
+    # 计算处理顺序
+    order = _get_processing_order(module_tree)
+    session.workspace.write_json("processing_order.json", order)
+```
+
+`get_processing_order` 支持从会话缓存或磁盘文件中恢复模块树数据：
+
+```python
+def handle_get_processing_order(arguments, store):
+    module_tree = session.module_tree
+    if not module_tree:
+        # 从磁盘文件恢复
+        tree_path = os.path.join(session.output_dir, MODULE_TREE_FILENAME)
+        with open(tree_path, encoding="utf-8") as f:
+            module_tree = json.load(f)
+        session.module_tree = module_tree
+```
+
+---
+
+### 5. 提示词服务工具 (prompt_server.py)
+
+#### 职责
+
+`handle_get_prompt` 提供结构化的提示词模板服务，供智能体在不同阶段获取专用指令。提示词通过 `_PROMPT_CATALOG` 目录进行注册管理，每个模板包含描述信息、使用说明和可参数化的内容。
+
+#### 提示词类型
+
+| 提示词类型 | 使用场景 |
+|-----------|----------|
+| `cluster` | 模块聚类规则指导 |
+| `system_leaf` | 叶子模块文档生成指令 |
+| `overview_module` | 父模块概览文档生成指令 |
+
+#### 返回值结构
+
+```json
+{
+    "prompt_type": "system_leaf",
+    "description": "叶子模块文档生成的系统提示词",
+    "usage_hint": "在生成叶子模块文档前调用，结合 read_code_components 的结果使用",
+    "content": "<完整的提示词内容，支持变量替换>"
+}
+```
+
+#### 变量替换
+
+提示词内容支持通过 `variables` 参数进行模板变量替换，由内部的 `_resolve_prompt` 函数处理：
+
+```python
+def handle_get_prompt(arguments, store):
+    prompt_type = arguments["prompt_type"]
+    variables = arguments.get("variables", {})
+    content = _resolve_prompt(prompt_type, variables)
+```
+
+---
+
+## 工具调用全流程
+
+以下是完整的文档生成流程中各工具的调用顺序：
+
+```mermaid
+graph TD
+    S1["1. analyze_repo"] --> S2["2. get_prompt cluster"]
+    S2 --> S3["3. save_module_tree"]
+    S3 --> S4["4. get_processing_order"]
+    S4 --> S5["5. 遍历处理顺序"]
+    S5 --> S6{"叶子模块?"}
+    S6 -->|是| S7["get_prompt system_leaf"]
+    S7 --> S8["read_code_components"]
+    S8 --> S9["write_doc_file"]
+    S6 -->|否| S10["get_prompt overview_module"]
+    S10 --> S11["write_doc_file"]
+    S9 --> S12{"还有模块?"}
+    S11 --> S12
+    S12 -->|是| S5
+    S12 -->|否| S13["文档生成完成"]
+```
+
+## 与相关模块的关系
+
+- [MCP 会话与工作区](MCP_会话与工作区.md) — 工具集依赖会话管理和工作区文件系统来存储中间结果和最终文档
+- [MCP 服务器](MCP_服务器.md) — 工具集通过 MCP 服务器的路由机制注册和分发
+- [依赖分析引擎](依赖分析引擎.md) — `analyze_repo` 调用 `DependencyGraphBuilder` 执行底层代码分析
+- [配置管理](配置管理.md) — 分析工具使用 `Config` 对象传递仓库路径和过滤规则
+
+## 错误处理机制
+
+所有工具函数遵循统一的错误处理模式：
+
+1. **会话校验** — 每个工具首先通过 `store.get(session_id)` 验证会话有效性，失效则返回包含错误信息的 JSON
+2. **路径安全** — 文件操作前检查路径是否逃逸出预期目录
+3. **幂等性保护** — `write_doc_file` 拒绝覆盖已存在文件，引导使用 `edit_doc_file`
+4. **增量更新支持** — `analyze_repo` 检测变更并调整提示策略，引导智能体仅更新受影响模块
+
+```python
+# 统一的错误返回格式
+session = store.get(session_id)
+if session is None:
+    return json.dumps({"error": f"Session {session_id} not found or expired."})
+```
+
+## 设计亮点
+
+- **文件传递模式**：大量数据（组件索引、源码、处理顺序）通过写入工作区文件传递，避免 MCP 消息体过大
+- **Mermaid 自动验证**：每次文档写入/编辑后自动校验 Mermaid 图表语法，及早发现问题
+- **增量更新感知**：通过变更检测智能引导，仅更新受影响的模块文档，提高生成效率
+- **编辑可撤销**：`edit_doc_file` 内置编辑历史栈，支持安全的撤销操作
diff --git "a/repowiki/MCP \346\234\215\345\212\241.md" "b/repowiki/MCP \346\234\215\345\212\241.md"
deleted file mode 100644
index 77a9b861..00000000
--- "a/repowiki/MCP \346\234\215\345\212\241.md"	
+++ /dev/null
@@ -1,192 +0,0 @@
-# MCP 服务
-
-## 简介
-
-MCP 服务模块位于 `codewiki/mcp/`，实现 CodeWiki 的 Model Context Protocol 服务器，使 AI IDE（如 CodeBuddy、Cursor、Claude Desktop）能够通过细粒度工具链驱动 Wiki 文档生成流程，无需任何 LLM API 配置。
-
-## 架构概览
-
-```mermaid
-graph TD
-    AI[AI IDE Client] -->|stdio| SRV[mcp/server.py]
-    SRV --> TOOLS[工具路由 call_tool]
-    SRV --> STORE[SessionStore]
-    
-    TOOLS --> A[analysis.py]
-    TOOLS --> CR[code_reader.py]
-    TOOLS --> DW[doc_writer.py]
-    TOOLS --> MT[module_tree.py]
-    TOOLS --> PS[prompt_server.py]
-    TOOLS --> CS[close_session]
-
-    STORE --> SS[SessionState]
-    
-    A --> DBG[DependencyGraphBuilder]
-    A --> DC[_detect_changes]
-    DW --> MV[Mermaid Validation]
-    PS --> PT[prompt_template.py]
-```
-
-## 核心组件
-
-### server.py — MCP 服务器
-
-| 组件 | 说明 |
-|------|------|
-| `main()` | 启动 MCP server，通过 stdio transport 与 AI IDE 通信 |
-| `list_tools()` | 列出所有可用工具：`_fine_grained_tools()` + `_legacy_tools()` |
-| `call_tool(name, arguments)` | 路由工具调用到对应 handler，同步 handler 通过 `asyncio.to_thread()` 异步化 |
-| `_fine_grained_tools()` | 返回 10 个细粒度工具定义（见下方工具列表） |
-| `_legacy_tools()` | 返回 2 个旧版工具：`generate_docs`（需 LLM 配置）、`get_module_tree` |
-| `_load_config()` | 为 legacy 工具加载 CodeWiki 配置 |
-| `_text(content)` | 将字符串包装为 MCP TextContent |
-| `_write_generation_metadata(session)` | 在 close_session 时写入 metadata.json（含 git commit_id + timestamp），支持增量更新 |
-
-**线程模型**：`analyze_repo` 因 Tree-sitter C 扩展非线程安全，在主线程同步执行；其余同步 handler 均通过 `asyncio.to_thread()` 包装，避免阻塞事件循环。异步 handler（`write_doc_file`、`edit_doc_file`）直接 await 调用。
-
-### session.py — 会话管理
-
-#### SessionState
-
-单个分析会话的状态快照：
-
-| 字段 | 说明 |
-|------|------|
-| `session_id` | 12 位 UUID hex（碰撞安全生成） |
-| `repo_path` | 仓库绝对路径 |
-| `output_dir` | 文档输出目录 |
-| `components` | `dict[str, Node]` 组件索引 |
-| `leaf_nodes` | 叶节点 ID 列表 |
-| `module_tree` | 模块聚类树（阶段 2 填充） |
-| `registry` | 跨工具共享的键值注册表（含编辑历史） |
-| `created_at` / `last_accessed` | 时间戳，用于过期检测 |
-
-#### SessionStore
-
-线程安全的内存会话存储，所有方法通过 `threading.Lock` 保护：
-
-| 方法 | 说明 |
-|------|------|
-| `create()` | 创建新会话，先清理过期会话，满额时淘汰最旧会话（`_MAX_SESSIONS=10`） |
-| `get()` | 获取会话并更新 `last_accessed`，过期则自动删除 |
-| `remove()` | 删除指定会话 |
-| `_purge_expired_locked()` | 清理所有过期会话（调用方持锁） |
-
-关键常量：`_SESSION_TTL_SECONDS = 7200`（2 小时）、`_MAX_SESSIONS = 10`。UUID 生成使用 `while` 循环确保无碰撞。
-
-### 工具处理器
-
-#### analysis.py — 仓库分析与增量更新
-
-- `handle_analyze_repo()`：创建最小化 Config → 调用 `DependencyGraphBuilder` 构建依赖图 → 创建 SessionState → 构建分页组件索引 → 检测增量变更
-- `handle_list_components()`：从已有会话分页浏览组件索引，无需重新分析仓库
-- `_build_component_index(components, offset, limit)`：将组件字典转为轻量 JSON，返回 `(index_list, pagination_info)`，每条仅含 `id`/`type`/`file`，`limit` 范围 [1, 200]
-- `_detect_changes(repo_path, output_dir)`：增量更新检测，返回变更文件和受影响模块
-- `_detect_via_git()`：基于 git diff 检测已提交变更 + `git status` 检测未提交变更
-- `_detect_via_mtime()`：非 git 仓库回退到文件修改时间对比
-- `_find_affected_modules()`：通过子串匹配将变更文件映射到受影响模块和级联父模块
-
-#### code_reader.py — 代码读取
-
-- `handle_read_code_components()`：根据组件 ID 列表从会话中读取源码（带语言代码块），每组件源码超 8000 字符自动截断
-- `handle_view_repo_file()`：只读查看仓库文件或目录（目录列出 2 层，文件支持行范围），使用 `pathlib.Path.iterdir()` 替代 shell 调用
-- `_maybe_truncate()`：超长内容截断（`_MAX_RESPONSE_LEN=24000`）
-- `_is_within(path, base)`：路径穿越防护，使用 `Path.resolve().relative_to()` 校验
-
-**响应大小控制**：`_MAX_COMPONENTS_PER_CALL=20`（每次最多读取 20 个组件）、`_MAX_COMPONENT_SOURCE_LEN=8000`（单个组件源码上限）、`_MAX_RESPONSE_LEN=24000`（总响应上限）。超出限制时在响应开头添加提示信息。
-
-#### doc_writer.py — 文档写入
-
-- `handle_write_doc_file()`：创建新 .md 文件 → 自动 Mermaid 验证
-- `handle_edit_doc_file()`：编辑文件（str_replace / insert / undo）→ 自动 Mermaid 验证（含 undo 路径）
-- `_validate_mermaid()`：调用 `validate_mermaid_diagrams` 验证 Mermaid 语法
-- `_safe_doc_path(session, filename)`：路径穿越防护，确保文档路径不逃逸出 `output_dir`
-- `_save_history(session, doc_path, content)`：编辑历史保存，上限 `_MAX_HISTORY_PER_FILE=20` 条，使用原生 dict 存储
-
-#### module_tree.py — 模块树管理
-
-- `handle_save_module_tree()`：保存模块聚类 JSON 到磁盘 + `first_module_tree.json` 备份 → 返回叶优先处理顺序
-- `handle_get_processing_order()`：返回叶优先处理顺序（优先从会话缓存读取，回退到磁盘）
-- `_get_processing_order()`：递归遍历模块树生成处理顺序
-- `_collect()`：递归收集子模块组件
-
-#### prompt_server.py — 提示词服务
-
-- `handle_get_prompt()`：返回指定类型（cluster/system_leaf/overview 等）的提示词模板
-- `_resolve_prompt()`：调用 `prompt_template.py` 中的格式化函数生成提示词
-
-## 工具清单
-
-### 细粒度工具（无需 LLM 配置）
-
-| 工具 | 说明 |
-|------|------|
-| `analyze_repo` | 分析仓库结构和依赖，返回 session_id + 分页组件索引 + 叶节点 + 增量变更信息 |
-| `list_components` | 从已有会话分页浏览组件索引，无需重新分析 |
-| `read_code_components` | 读取指定组件的源代码（每批上限 20 个，每组件上限 8000 字符） |
-| `view_repo_file` | 只读浏览仓库文件/目录（路径穿越防护） |
-| `write_doc_file` | 创建文档文件 + Mermaid 验证（路径穿越防护） |
-| `edit_doc_file` | 编辑文档（str_replace/insert/undo）+ Mermaid 验证 |
-| `save_module_tree` | 保存模块聚类结果，返回处理顺序 |
-| `get_processing_order` | 获取叶优先处理顺序 |
-| `get_prompt` | 获取各阶段提示词模板 |
-| `close_session` | 关闭会话释放内存（写入 metadata.json 支持增量更新） |
-
-### 旧版工具（需 LLM 配置）
-
-| 工具 | 说明 |
-|------|------|
-| `generate_docs` | 一键生成完整文档（需先 `codewiki config set`） |
-| `get_module_tree` | 获取已有模块聚类树 |
-
-## 数据流
-
-```mermaid
-graph LR
-    A[analyze_repo] --> B[SessionState]
-    B --> LC[list_components]
-    B --> C[get_prompt cluster]
-    C --> D[save_module_tree]
-    D --> E[get_processing_order]
-    E --> F[read_code_components]
-    F --> G[write_doc_file]
-    G --> H[edit_doc_file]
-    B -.-> H
-    B -.-> I[close_session]
-    I --> M[metadata.json]
-    M -.-> A
-```
-
-## 增量更新机制
-
-当 `output_dir` 下存在 `metadata.json` 和 `module_tree.json` 时，`analyze_repo` 自动触发变更检测：
-
-1. **Git 检测**（优先）：对比存储的 `commit_id` 与当前 HEAD，外加 `git status` 未提交变更
-2. **Mtime 回退**（非 git 仓库）：对比源码文件修改时间与生成时间戳
-3. **影响映射**：通过子串匹配将变更文件映射到 `module_tree.json` 中的模块，区分直接受影响模块和需级联刷新的父模块
-
-`close_session` 在销毁会话前写入 `metadata.json`（含当前 git commit_id），为下次增量更新提供基线。
-
-## 安全加固
-
-- **路径穿越防护**：`view_repo_file`、`write_doc_file`、`edit_doc_file` 均通过 `_is_within()` / `_safe_doc_path()` 校验路径不逃逸出仓库/输出目录
-- **Shell 注入消除**：`view_repo_file` 目录列表改用 `pathlib.Path.iterdir()`，移除 `subprocess.run(shell=True)`
-- **会话上限**：`_MAX_SESSIONS=10` 防止内存无限增长，满额淘汰最旧会话
-- **编辑历史上限**：`_MAX_HISTORY_PER_FILE=20` 防止 undo 历史无限增长
-- **组件读取上限**：`_MAX_COMPONENTS_PER_CALL=20` + `_MAX_COMPONENT_SOURCE_LEN=8000` 防止响应过大
-- **线程安全**：`SessionStore` 所有方法通过 `threading.Lock` 保护
-
-## 模块依赖
-
-- **上游依赖**: [依赖分析器](依赖分析器.md)（DependencyGraphBuilder）、[后端核心](后端核心.md)（prompt_template、Mermaid 验证）
-- **向下依赖**: [CLI 核心](CLI 核心.md)（mcp_command 启动入口）、[CLI 工具](CLI 工具.md)（ConfigManager）
-
-## 关键设计
-
-1. **无状态协议 + 会话管理**：MCP 本身无状态，通过线程安全的 SessionStore 维护会话上下文，2 小时自动过期
-2. **细粒度拆分**：10 个工具 vs 旧版 2 个工具，让 AI IDE Agent 更灵活地控制流程
-3. **分页设计**：`analyze_repo` + `list_components` 分页浏览组件索引，避免单次响应超限
-4. **增量更新**：基于 git diff + mtime 双策略检测变更，仅更新受影响模块
-5. **多层截断**：组件级（8000 字符）、批次级（20 个）、响应级（24000 字符）三层截断防止 token 溢出
-6. **Mermaid 验证**：每次写/编辑文档后自动检查 Mermaid 语法
-7. **双模式兼容**：同时提供细粒度工具（IDE 驱动）和旧版工具（一键生成）
\ No newline at end of file
diff --git "a/repowiki/Web \345\211\215\347\253\257\346\234\215\345\212\241.md" "b/repowiki/Web \345\211\215\347\253\257\346\234\215\345\212\241.md"
new file mode 100644
index 00000000..08e348ad
--- /dev/null
+++ "b/repowiki/Web \345\211\215\347\253\257\346\234\215\345\212\241.md"	
@@ -0,0 +1,275 @@
+# Web 前端服务
+
+## 模块概述
+
+Web 前端服务是 CodeWiki-CN 的 Web 应用层，基于 FastAPI 框架构建，提供用户友好的 GitHub 仓库文档生成界面。该模块实现了完整的 Web 工作流：用户提交 GitHub 仓库 URL → 后台队列处理 → 文档缓存 → 在线浏览生成的文档。同时提供独立的文档可视化服务器，支持 Markdown 到 HTML 的渲染和 Mermaid 图表展示。
+
+## 核心功能
+
+- **仓库提交界面**：Web 表单接收 GitHub 仓库 URL，支持指定 commit ID
+- **后台任务处理**：守护线程异步克隆仓库并生成文档
+- **文档缓存系统**：缓存已生成的文档，避免重复分析
+- **任务状态跟踪**：实时查看任务进度（排队/处理中/完成/失败）
+- **文档在线浏览**：将 Markdown 文档渲染为 HTML，支持 Mermaid 图表和模块树导航
+- **独立文档服务器**：可独立运行的文档可视化服务
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph FastAPI[FastAPI Application]
+        WA[web_app.py]
+    end
+    subgraph Routes[路由层]
+        WR[WebRoutes]
+    end
+    subgraph Services[服务层]
+        BW[BackgroundWorker]
+        CM[CacheManager]
+        GP[GitHubRepoProcessor]
+    end
+    subgraph Rendering[渲染层]
+        VD[visualise_docs]
+        TU[StringTemplateLoader]
+    end
+    subgraph Config[配置]
+        WAC[WebAppConfig]
+    end
+    subgraph Models[数据模型]
+        RS[RepositorySubmission]
+        JS[JobStatus]
+        CE[CacheEntry]
+    end
+    WA --> WR
+    WR --> BW
+    WR --> CM
+    WR --> GP
+    BW --> CM
+    BW --> GP
+    WR --> TU
+    VD --> TU
+    WA --> WAC
+    BW --> WAC
+    CM --> WAC
+    WR --> JS
+    CM --> CE
+```
+
+## 组件详解
+
+### web_app（应用入口）
+
+**源文件**：`codewiki/src/fe/web_app.py`
+
+FastAPI 应用的入口点，负责组件初始化和路由注册。
+
+**初始化组件：**
+- CacheManager：配置缓存目录和过期时间
+- BackgroundWorker：配置缓存管理器和临时目录
+- WebRoutes：配置后台工作器和缓存管理器
+
+**注册路由：**
+
+| 路由 | 方法 | 说明 |
+|------|------|------|
+| `/` | GET | 主页，显示提交表单和近期任务 |
+| `/` | POST | 处理仓库提交 |
+| `/api/job/{job_id}` | GET | API 获取任务状态 |
+| `/docs/{job_id}` | GET | 重定向到文档查看 |
+| `/static-docs/{job_id}/{filename}` | GET | 服务生成的文档文件 |
+
+**启动流程：**
+1. 解析命令行参数（host、port、debug、reload）
+2. 调用 `WebAppConfig.ensure_directories()` 创建必要目录
+3. 启动 BackgroundWorker 守护线程
+4. 启动 uvicorn 服务器
+
+### WebRoutes（路由处理器）
+
+**源文件**：`codewiki/src/fe/routes.py`
+
+封装所有 Web 路由的业务逻辑。
+
+**核心职责：**
+- **主页渲染**：展示提交表单和近期 100 个任务列表
+- **仓库提交处理**：
+  1. 验证 GitHub URL 有效性
+  2. 规范化 URL 并生成 job_id（`owner--repo` 格式）
+  3. 检查是否已在队列/处理中/近期失败
+  4. 检查缓存，命中则直接可用
+  5. 未命中则加入后台处理队列
+- **任务状态 API**：返回 JSON 格式的任务状态
+- **文档服务**：加载 module_tree.json 和 metadata.json，将 Markdown 渲染为 HTML
+
+**URL 规范化**：通过 `GitHubRepoProcessor.get_repo_info()` 统一 URL 格式，确保 `https://github.com/owner/repo` 的一致性。
+
+**任务生命周期：**
+
+```mermaid
+graph TD
+    A[User submits URL] --> B{Valid URL?}
+    B -->|No| C[Error message]
+    B -->|Yes| D{Already in queue?}
+    D -->|Yes| E[Already processing message]
+    D -->|No| F{Recently failed?}
+    F -->|Yes| G[Retry cooldown message]
+    F -->|No| H{Cache hit?}
+    H -->|Yes| I[Redirect to cached docs]
+    H -->|No| J[Add to queue]
+    J --> K[Background processing]
+    K --> L[Cache result]
+    L --> M[Docs available]
+```
+
+### CacheManager（缓存管理器）
+
+**源文件**：`codewiki/src/fe/cache_manager.py`
+
+管理文档缓存的持久化和过期策略。
+
+**核心职责：**
+- 维护缓存索引（cache_index.json），映射 repo URL hash 到文档路径
+- 缓存查找：基于 SHA-256 URL 哈希匹配
+- 缓存写入：记录创建时间和最后访问时间
+- 过期清理：删除超过 CACHE_EXPIRY_DAYS（默认 365 天）的缓存条目
+
+**缓存索引结构：**
+
+| 字段 | 说明 |
+|------|------|
+| repo_url | 仓库 URL |
+| repo_url_hash | URL 的 SHA-256 哈希前 16 位 |
+| docs_path | 生成文档的本地路径 |
+| created_at | 缓存创建时间 |
+| last_accessed | 最后访问时间 |
+
+### BackgroundWorker（后台工作器）
+
+**源文件**：`codewiki/src/fe/background_worker.py`
+
+基于守护线程的后台任务处理器。
+
+**核心职责：**
+- 维护任务队列（Queue，maxsize=100）
+- 守护线程循环处理任务
+- 任务处理流程：缓存检查 → 克隆仓库 → 生成文档 → 缓存结果
+- 任务状态持久化（jobs.json）
+- 启动时从磁盘恢复已完成任务状态
+- 从缓存重建丢失的任务记录
+
+**任务处理流程：**
+
+```mermaid
+graph TD
+    A[Job in Queue] --> B{Cache hit?}
+    B -->|Yes| C[Mark completed from cache]
+    B -->|No| D[Clone repository]
+    D --> E[Create Config from args]
+    E --> F[DocumentationGenerator.run]
+    F --> G[Cache results]
+    G --> H[Mark completed]
+    D -->|Fail| I[Mark failed with error]
+    F -->|Fail| I
+```
+
+### GitHubRepoProcessor（GitHub 仓库处理器）
+
+**源文件**：`codewiki/src/fe/github_processor.py`
+
+静态工具类，处理 GitHub 仓库相关的操作。
+
+**核心职责：**
+- URL 验证：检查是否为有效的 github.com 链接，包含 owner/repo 路径
+- 仓库信息提取：解析 owner、repo、full_name、clone_url
+- 仓库克隆：支持浅克隆（depth=1）和指定 commit 的全量克隆
+
+**克隆策略：**
+- 默认浅克隆：`--depth 1`，超时 300 秒
+- 指定 commit：全量克隆后 `git checkout <commit_id>`
+
+### StringTemplateLoader（模板加载器）
+
+**源文件**：`codewiki/src/fe/template_utils.py`
+
+自定义 Jinja2 BaseLoader 实现，支持从字符串加载模板。
+
+**设计目的：** 将 HTML 模板嵌入 Python 代码中作为字符串常量，避免外部模板文件依赖。
+
+### visualise_docs（文档可视化服务器）
+
+**源文件**：`codewiki/src/fe/visualise_docs.py`
+
+独立运行的文档可视化服务器，可单独部署用于浏览已生成的文档。
+
+**核心职责：**
+- Markdown 到 HTML 渲染（使用 markdown-it-py）
+- Mermaid 图表支持：将 `language-mermaid` 代码块转换为 `<div class="mermaid">` 
+- 模块树导航：加载 module_tree.json 生成侧边栏
+- 安全防护：目录遍历检查，仅服务 .md 文件
+- 独立 FastAPI 应用，可通过命令行启动
+
+### WebAppConfig（Web 应用配置）
+
+**源文件**：`codewiki/src/fe/config.py`
+
+Web 应用的集中配置类。
+
+| 配置项 | 默认值 | 说明 |
+|--------|--------|------|
+| CACHE_DIR | ./output/cache | 缓存目录 |
+| TEMP_DIR | ./output/temp | 临时克隆目录 |
+| OUTPUT_DIR | ./output | 输出根目录 |
+| QUEUE_SIZE | 100 | 任务队列最大长度 |
+| CACHE_EXPIRY_DAYS | 365 | 缓存过期天数 |
+| JOB_CLEANUP_HOURS | 24000 | 任务清理时间窗口 |
+| RETRY_COOLDOWN_MINUTES | 3 | 失败重试冷却时间 |
+| DEFAULT_HOST | 127.0.0.1 | 默认监听地址 |
+| DEFAULT_PORT | 8000 | 默认端口 |
+| CLONE_TIMEOUT | 300 | 克隆超时秒数 |
+| CLONE_DEPTH | 1 | 浅克隆深度 |
+
+### 数据模型
+
+**源文件**：`codewiki/src/fe/models.py`
+
+| 模型 | 说明 |
+|------|------|
+| `RepositorySubmission` | Pydantic 模型，验证仓库 URL（HttpUrl） |
+| `JobStatus` | 任务状态跟踪：job_id、repo_url、status、时间戳、进度、文档路径 |
+| `CacheEntry` | 缓存条目：repo_url、hash、docs_path、时间戳 |
+| `JobStatusResponse` | API 响应模型 |
+
+## 完整工作流
+
+```mermaid
+graph TD
+    A[User opens browser] --> B[GET / - Submit form]
+    B --> C[Enter GitHub URL]
+    C --> D[POST / - Process submission]
+    D --> E[Validate URL]
+    E --> F[Check queue and cache]
+    F --> G[Add to processing queue]
+    G --> H[BackgroundWorker picks up]
+    H --> I[Clone repository]
+    I --> J[Run DocumentationGenerator]
+    J --> K[Cache generated docs]
+    K --> L[Update job status]
+    L --> M[User views docs via /static-docs/job_id/]
+    M --> N[Markdown rendered to HTML]
+    N --> O[Mermaid diagrams displayed]
+```
+
+## 与其他模块的关系
+
+- [分析服务](分析服务.md)：BackgroundWorker 通过 DocumentationGenerator 间接调用分析服务
+- [共享基础设施](共享基础设施.md)：使用 Config 构建文档生成配置，使用 FileManager 进行 JSON 和文本 I/O
+- [数据模型与算法](数据模型与算法.md)：分析结果驱动文档结构和模块树
+- [分析器工具](分析器工具.md)：文档生成过程使用 patterns 和 logging_config
+
+## 设计要点
+
+1. **异步架构**：FastAPI 异步路由 + 守护线程后台处理，不阻塞 Web 请求
+2. **缓存优先**：每次任务处理前先查缓存，避免重复分析大型仓库
+3. **状态持久化**：任务状态和缓存索引都持久化到 JSON 文件，重启后可恢复
+4. **独立文档服务**：visualise_docs 可独立部署，无需完整 Web 应用
+5. **安全防护**：URL 验证、目录遍历检查、克隆超时控制
\ No newline at end of file
diff --git a/repowiki/first_module_tree.json b/repowiki/first_module_tree.json
index e3a558ad..e77020f9 100644
--- a/repowiki/first_module_tree.json
+++ b/repowiki/first_module_tree.json
@@ -1,303 +1,351 @@
 {
-  "Agent 工具": {
-    "children": {},
-    "components": [
-      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
-      "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation",
-      "codewiki/src/be/agent_tools/read_code_components.py::read_code_components",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor"
-    ]
+  "CLI 命令行工具": {
+    "children": {
+      "CLI 入口与命令": {
+        "children": {},
+        "components": [
+          "codewiki\\cli\\main.py::cli",
+          "codewiki\\cli\\main.py::version",
+          "codewiki\\cli\\main.py::mcp_command",
+          "codewiki\\cli\\main.py::main",
+          "codewiki\\cli\\commands\\config.py::parse_patterns",
+          "codewiki\\cli\\commands\\config.py::config_group",
+          "codewiki\\cli\\commands\\config.py::config_set",
+          "codewiki\\cli\\commands\\config.py::config_show",
+          "codewiki\\cli\\commands\\config.py::config_validate",
+          "codewiki\\cli\\commands\\config.py::config_agent",
+          "codewiki\\cli\\commands\\generate.py::parse_patterns",
+          "codewiki\\cli\\commands\\generate.py::_detect_changed_files",
+          "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
+          "codewiki\\cli\\commands\\generate.py::_find_affected",
+          "codewiki\\cli\\commands\\generate.py::generate_command",
+          "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
+          "codewiki\\cli\\html_generator.py::HTMLGenerator"
+        ]
+      },
+      "CLI 配置与模型": {
+        "children": {},
+        "components": [
+          "codewiki\\cli\\config_manager.py::ConfigManager",
+          "codewiki\\cli\\models\\config.py::AgentInstructions",
+          "codewiki\\cli\\models\\config.py::Configuration",
+          "codewiki\\cli\\models\\job.py::JobStatus",
+          "codewiki\\cli\\models\\job.py::GenerationOptions",
+          "codewiki\\cli\\models\\job.py::JobStatistics",
+          "codewiki\\cli\\models\\job.py::LLMConfig",
+          "codewiki\\cli\\models\\job.py::DocumentationJob"
+        ]
+      },
+      "CLI 工具库": {
+        "children": {},
+        "components": [
+          "codewiki\\cli\\git_manager.py::GitManager",
+          "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler",
+          "codewiki\\cli\\utils\\api_errors.py::wrap_api_call",
+          "codewiki\\cli\\utils\\errors.py::CodeWikiError",
+          "codewiki\\cli\\utils\\errors.py::ConfigurationError",
+          "codewiki\\cli\\utils\\errors.py::RepositoryError",
+          "codewiki\\cli\\utils\\errors.py::APIError",
+          "codewiki\\cli\\utils\\errors.py::FileSystemError",
+          "codewiki\\cli\\utils\\errors.py::handle_error",
+          "codewiki\\cli\\utils\\errors.py::error_with_suggestion",
+          "codewiki\\cli\\utils\\errors.py::warning",
+          "codewiki\\cli\\utils\\errors.py::success",
+          "codewiki\\cli\\utils\\errors.py::info",
+          "codewiki\\cli\\utils\\fs.py::ensure_directory",
+          "codewiki\\cli\\utils\\fs.py::check_writable",
+          "codewiki\\cli\\utils\\fs.py::safe_write",
+          "codewiki\\cli\\utils\\fs.py::safe_read",
+          "codewiki\\cli\\utils\\fs.py::get_file_size",
+          "codewiki\\cli\\utils\\fs.py::find_files",
+          "codewiki\\cli\\utils\\fs.py::cleanup_directory",
+          "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
+          "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url",
+          "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
+          "codewiki\\cli\\utils\\instructions.py::display_generation_summary",
+          "codewiki\\cli\\utils\\logging.py::CLILogger",
+          "codewiki\\cli\\utils\\logging.py::create_logger",
+          "codewiki\\cli\\utils\\progress.py::ProgressTracker",
+          "codewiki\\cli\\utils\\progress.py::ModuleProgressBar",
+          "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
+          "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
+          "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo",
+          "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
+          "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
+          "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
+          "codewiki\\cli\\utils\\repo_validator.py::count_code_files",
+          "codewiki\\cli\\utils\\validation.py::validate_url",
+          "codewiki\\cli\\utils\\validation.py::validate_api_key",
+          "codewiki\\cli\\utils\\validation.py::validate_model_name",
+          "codewiki\\cli\\utils\\validation.py::validate_output_directory",
+          "codewiki\\cli\\utils\\validation.py::validate_repository_path",
+          "codewiki\\cli\\utils\\validation.py::detect_supported_languages",
+          "codewiki\\cli\\utils\\validation.py::should_exclude_file",
+          "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
+          "codewiki\\cli\\utils\\validation.py::mask_api_key"
+        ]
+      }
+    },
+    "components": []
   },
-  "CLI 工具": {
-    "children": {},
+  "MCP 协议服务器": {
+    "children": {
+      "MCP 工具集": {
+        "children": {},
+        "components": [
+          "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
+          "codewiki\\mcp\\tools\\analysis.py::_detect_via_git",
+          "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
+          "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
+          "codewiki\\mcp\\tools\\analysis.py::_walk",
+          "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
+          "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components",
+          "codewiki\\mcp\\tools\\doc_writer.py::_is_within",
+          "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path",
+          "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
+          "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
+          "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
+          "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
+          "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
+          "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order",
+          "codewiki\\mcp\\tools\\module_tree.py::_collect",
+          "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree",
+          "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order",
+          "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt",
+          "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt"
+        ]
+      },
+      "MCP 会话与工作区": {
+        "children": {},
+        "components": [
+          "codewiki\\mcp\\session.py::SessionState",
+          "codewiki\\mcp\\session.py::SessionStore",
+          "codewiki\\mcp\\workspace.py::_safe_filename",
+          "codewiki\\mcp\\workspace.py::SessionWorkspace"
+        ]
+      }
+    },
     "components": [
-      "codewiki/cli/utils/errors.py::CodeWikiError",
-      "codewiki/cli/utils/errors.py::ConfigurationError",
-      "codewiki/cli/utils/errors.py::RepositoryError",
-      "codewiki/cli/utils/errors.py::APIError",
-      "codewiki/cli/utils/errors.py::FileSystemError",
-      "codewiki/cli/utils/errors.py::handle_error",
-      "codewiki/cli/utils/errors.py::error_with_suggestion",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/cli/utils/errors.py::success",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/cli/utils/fs.py::check_writable",
-      "codewiki/cli/utils/fs.py::safe_write",
-      "codewiki/cli/utils/fs.py::safe_read",
-      "codewiki/cli/utils/fs.py::get_file_size",
-      "codewiki/cli/utils/fs.py::find_files",
-      "codewiki/cli/utils/fs.py::cleanup_directory",
-      "codewiki/cli/utils/validation.py::validate_url",
-      "codewiki/cli/utils/validation.py::validate_api_key",
-      "codewiki/cli/utils/validation.py::validate_model_name",
-      "codewiki/cli/utils/validation.py::validate_output_directory",
-      "codewiki/cli/utils/validation.py::validate_repository_path",
-      "codewiki/cli/utils/validation.py::detect_supported_languages",
-      "codewiki/cli/utils/validation.py::should_exclude_file",
-      "codewiki/cli/utils/validation.py::is_top_tier_model",
-      "codewiki/cli/utils/validation.py::mask_api_key",
-      "codewiki/cli/utils/logging.py::CLILogger",
-      "codewiki/cli/utils/logging.py::create_logger",
-      "codewiki/cli/utils/progress.py::ProgressTracker",
-      "codewiki/cli/utils/progress.py::ModuleProgressBar",
-      "codewiki/cli/utils/repo_validator.py::validate_repository",
-      "codewiki/cli/utils/repo_validator.py::check_writable_output",
-      "codewiki/cli/utils/repo_validator.py::_get_git_repo",
-      "codewiki/cli/utils/repo_validator.py::is_git_repository",
-      "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
-      "codewiki/cli/utils/repo_validator.py::get_git_branch",
-      "codewiki/cli/utils/repo_validator.py::count_code_files",
-      "codewiki/cli/utils/instructions.py::compute_github_pages_url",
-      "codewiki/cli/utils/instructions.py::get_pr_creation_url",
-      "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
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-      "codewiki/cli/utils/api_errors.py::APIErrorHandler",
-      "codewiki/cli/utils/api_errors.py::wrap_api_call"
+      "codewiki\\mcp\\server.py::_fine_grained_tools",
+      "codewiki\\mcp\\server.py::_legacy_tools",
+      "codewiki\\mcp\\server.py::list_tools",
+      "codewiki\\mcp\\server.py::call_tool",
+      "codewiki\\mcp\\server.py::_load_config",
+      "codewiki\\mcp\\server.py::_legacy_generate_docs",
+      "codewiki\\mcp\\server.py::_legacy_get_module_tree",
+      "codewiki\\mcp\\server.py::_summarize_tree",
+      "codewiki\\mcp\\server.py::_text",
+      "codewiki\\mcp\\server.py::_write_generation_metadata",
+      "codewiki\\mcp\\server.py::main"
     ]
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-    "components": [
-      "codewiki/cli/main.py::cli",
-      "codewiki/cli/main.py::version",
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-      "codewiki/cli/main.py::main",
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-      "codewiki/cli/commands/config.py::config_agent",
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-      "codewiki/cli/commands/generate.py::_detect_changed_files",
-      "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
-      "codewiki/cli/commands/generate.py::_find_affected",
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-      "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/git_manager.py::GitManager",
-      "codewiki/cli/html_generator.py::HTMLGenerator",
-      "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
-      "codewiki/cli/models/config.py::AgentInstructions",
-      "codewiki/cli/models/config.py::Configuration",
-      "codewiki/cli/models/job.py::JobStatus",
-      "codewiki/cli/models/job.py::GenerationOptions",
-      "codewiki/cli/models/job.py::JobStatistics",
-      "codewiki/cli/models/job.py::LLMConfig",
-      "codewiki/cli/models/job.py::DocumentationJob"
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-      "codewiki/mcp/server.py::_legacy_get_module_tree",
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-      "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
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-      "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
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-      "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
-      "codewiki/mcp/tools/prompt_server.py::_resolve_prompt"
-    ]
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+        "children": {},
+        "components": [
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+          "codewiki\\src\\be\\caw_backend.py::_patched",
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+          "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
+          "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
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+          "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name",
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+          "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client",
+          "codewiki\\src\\be\\llm_services.py::create_main_model",
+          "codewiki\\src\\be\\llm_services.py::create_fallback_model",
+          "codewiki\\src\\be\\llm_services.py::create_fallback_models",
+          "codewiki\\src\\be\\llm_services.py::create_openai_client",
+          "codewiki\\src\\be\\llm_services.py::call_llm",
+          "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
+          "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
+          "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
+          "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
+          "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
+          "codewiki\\src\\be\\caw_toolkit.py::CawToolKit"
+        ]
+      },
+      "Agent 工具集": {
+        "children": {},
+        "components": [
+          "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
+          "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation",
+          "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool",
+          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor"
+        ]
+      },
+      "后端工具与流程": {
+        "children": {},
+        "components": [
+          "codewiki\\src\\be\\main.py::parse_arguments",
+          "codewiki\\src\\be\\main.py::main",
+          "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
+          "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
+          "codewiki\\src\\be\\prompt_template.py::_format_module_tree",
+          "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
+          "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
+          "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
+          "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
+          "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
+          "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
+          "codewiki\\src\\be\\utils.py::set_main_loop",
+          "codewiki\\src\\be\\utils.py::is_complex_module",
+          "codewiki\\src\\be\\utils.py::count_tokens",
+          "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
+          "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
+          "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse",
+          "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py",
+          "codewiki\\src\\be\\utils.py::validate_single_diagram"
+        ]
+      }
+    },
+    "components": []
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-      "codewiki/src/config.py::is_cli_context",
-      "codewiki/src/config.py::Config",
-      "codewiki/src/utils.py::FileManager"
-    ]
+    "children": {
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+          "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
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+          "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository",
+          "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only",
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+          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
+          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly",
+          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
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+          "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer"
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+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
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+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer",
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+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer",
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+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer",
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+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver",
+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer",
+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file",
+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer",
+          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file"
+        ]
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+          "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+          "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
+          "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
+          "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
+          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node"
+        ]
+      },
+      "分析器工具": {
+        "children": {},
+        "components": [
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path",
+          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text"
+        ]
+      }
+    },
+    "components": []
   },
-  "前端服务": {
+  "Web 前端服务": {
     "children": {},
     "components": [
-      "codewiki/src/fe/background_worker.py::BackgroundWorker",
-      "codewiki/src/fe/cache_manager.py::CacheManager",
-      "codewiki/src/fe/config.py::WebAppConfig",
-      "codewiki/src/fe/github_processor.py::GitHubRepoProcessor",
-      "codewiki/src/fe/models.py::RepositorySubmission",
-      "codewiki/src/fe/models.py::JobStatusResponse",
-      "codewiki/src/fe/models.py::JobStatus",
-      "codewiki/src/fe/models.py::CacheEntry",
-      "codewiki/src/fe/routes.py::WebRoutes",
-      "codewiki/src/fe/template_utils.py::StringTemplateLoader",
-      "codewiki/src/fe/template_utils.py::render_template",
-      "codewiki/src/fe/template_utils.py::render_navigation",
-      "codewiki/src/fe/template_utils.py::render_job_list",
-      "codewiki/src/fe/visualise_docs.py::initialize_globals",
-      "codewiki/src/fe/visualise_docs.py::load_module_tree",
-      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
-      "codewiki/src/fe/visualise_docs.py::replace_mermaid",
-      "codewiki/src/fe/visualise_docs.py::get_file_title",
-      "codewiki/src/fe/visualise_docs.py::index",
-      "codewiki/src/fe/visualise_docs.py::serve_doc",
-      "codewiki/src/fe/visualise_docs.py::main",
-      "codewiki/src/fe/web_app.py::index_get",
-      "codewiki/src/fe/web_app.py::index_post",
-      "codewiki/src/fe/web_app.py::get_job_status",
-      "codewiki/src/fe/web_app.py::view_docs",
-      "codewiki/src/fe/web_app.py::serve_generated_docs",
-      "codewiki/src/fe/web_app.py::main"
+      "codewiki\\src\\fe\\web_app.py::index_get",
+      "codewiki\\src\\fe\\web_app.py::index_post",
+      "codewiki\\src\\fe\\web_app.py::get_job_status",
+      "codewiki\\src\\fe\\web_app.py::view_docs",
+      "codewiki\\src\\fe\\web_app.py::serve_generated_docs",
+      "codewiki\\src\\fe\\web_app.py::main",
+      "codewiki\\src\\fe\\routes.py::WebRoutes",
+      "codewiki\\src\\fe\\models.py::RepositorySubmission",
+      "codewiki\\src\\fe\\models.py::JobStatusResponse",
+      "codewiki\\src\\fe\\models.py::JobStatus",
+      "codewiki\\src\\fe\\models.py::CacheEntry",
+      "codewiki\\src\\fe\\config.py::WebAppConfig",
+      "codewiki\\src\\fe\\cache_manager.py::CacheManager",
+      "codewiki\\src\\fe\\background_worker.py::BackgroundWorker",
+      "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor",
+      "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader",
+      "codewiki\\src\\fe\\template_utils.py::render_template",
+      "codewiki\\src\\fe\\template_utils.py::render_navigation",
+      "codewiki\\src\\fe\\template_utils.py::render_job_list",
+      "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
+      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
+      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
+      "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid",
+      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
+      "codewiki\\src\\fe\\visualise_docs.py::index",
+      "codewiki\\src\\fe\\visualise_docs.py::serve_doc",
+      "codewiki\\src\\fe\\visualise_docs.py::main"
     ]
   },
-  "后端核心": {
+  "共享基础设施": {
     "children": {},
     "components": [
-      "codewiki/src/be/main.py::parse_arguments",
-      "codewiki/src/be/main.py::main",
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/src/be/backend.py::LLMBackend",
-      "codewiki/src/be/backend.py::get_backend",
-      "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
-      "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
-      "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout",
-      "codewiki/src/be/caw_backend.py::_patched",
-      "codewiki/src/be/caw_backend.py::CawBackend",
-      "codewiki/src/be/caw_toolkit.py::_heartbeat",
-      "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
-      "codewiki/src/be/caw_toolkit.py::CawToolKit",
-      "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
-      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
-      "codewiki/src/be/llm_services.py::_build_model_settings",
-      "codewiki/src/be/llm_services.py::_get_litellm_model_name",
-      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
-      "codewiki/src/be/llm_services.py::_create_litellm_openai_client",
-      "codewiki/src/be/llm_services.py::create_main_model",
-      "codewiki/src/be/llm_services.py::create_fallback_model",
-      "codewiki/src/be/llm_services.py::create_fallback_models",
-      "codewiki/src/be/llm_services.py::create_openai_client",
-      "codewiki/src/be/llm_services.py::call_llm",
-      "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
-      "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
-      "codewiki/src/be/llm_services.py::_call_llm_via_azure",
-      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
-      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
-      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
-      "codewiki/src/be/cluster_modules.py::cluster_modules",
-      "codewiki/src/be/prompt_template.py::format_user_prompt",
-      "codewiki/src/be/prompt_template.py::_format_module_tree",
-      "codewiki/src/be/prompt_template.py::format_cluster_prompt",
-      "codewiki/src/be/prompt_template.py::format_system_prompt",
-      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
-      "codewiki/src/be/utils.py::set_main_loop",
-      "codewiki/src/be/utils.py::is_complex_module",
-      "codewiki/src/be/utils.py::count_tokens",
-      "codewiki/src/be/utils.py::validate_mermaid_diagrams",
-      "codewiki/src/be/utils.py::extract_mermaid_blocks",
-      "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
-      "codewiki/src/be/utils.py::_parse_via_mermaid_py",
-      "codewiki/src/be/utils.py::validate_single_diagram"
+      "codewiki\\src\\config.py::set_cli_context",
+      "codewiki\\src\\config.py::is_cli_context",
+      "codewiki\\src\\config.py::Config",
+      "codewiki\\src\\utils.py::FileManager"
     ]
   }
 }
\ No newline at end of file
diff --git a/repowiki/metadata.json b/repowiki/metadata.json
index 3b3ed86c..e466bbd8 100644
--- a/repowiki/metadata.json
+++ b/repowiki/metadata.json
@@ -1,6 +1,6 @@
 {
   "generation_info": {
-    "commit_id": "30c31df66c6a4ef0570b43881bb4fd93f03ff5b3",
-    "timestamp": "2026-06-22T09:51:18.298022"
+    "commit_id": "d07d3fd2edea0b3896881c62f1f77c50d40844cf",
+    "timestamp": "2026-06-23T12:30:06.637932"
   }
 }
\ No newline at end of file
diff --git a/repowiki/module_tree.json b/repowiki/module_tree.json
index e3a558ad..e77020f9 100644
--- a/repowiki/module_tree.json
+++ b/repowiki/module_tree.json
@@ -1,303 +1,351 @@
 {
-  "Agent 工具": {
-    "children": {},
-    "components": [
-      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
-      "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation",
-      "codewiki/src/be/agent_tools/read_code_components.py::read_code_components",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor"
-    ]
+  "CLI 命令行工具": {
+    "children": {
+      "CLI 入口与命令": {
+        "children": {},
+        "components": [
+          "codewiki\\cli\\main.py::cli",
+          "codewiki\\cli\\main.py::version",
+          "codewiki\\cli\\main.py::mcp_command",
+          "codewiki\\cli\\main.py::main",
+          "codewiki\\cli\\commands\\config.py::parse_patterns",
+          "codewiki\\cli\\commands\\config.py::config_group",
+          "codewiki\\cli\\commands\\config.py::config_set",
+          "codewiki\\cli\\commands\\config.py::config_show",
+          "codewiki\\cli\\commands\\config.py::config_validate",
+          "codewiki\\cli\\commands\\config.py::config_agent",
+          "codewiki\\cli\\commands\\generate.py::parse_patterns",
+          "codewiki\\cli\\commands\\generate.py::_detect_changed_files",
+          "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
+          "codewiki\\cli\\commands\\generate.py::_find_affected",
+          "codewiki\\cli\\commands\\generate.py::generate_command",
+          "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
+          "codewiki\\cli\\html_generator.py::HTMLGenerator"
+        ]
+      },
+      "CLI 配置与模型": {
+        "children": {},
+        "components": [
+          "codewiki\\cli\\config_manager.py::ConfigManager",
+          "codewiki\\cli\\models\\config.py::AgentInstructions",
+          "codewiki\\cli\\models\\config.py::Configuration",
+          "codewiki\\cli\\models\\job.py::JobStatus",
+          "codewiki\\cli\\models\\job.py::GenerationOptions",
+          "codewiki\\cli\\models\\job.py::JobStatistics",
+          "codewiki\\cli\\models\\job.py::LLMConfig",
+          "codewiki\\cli\\models\\job.py::DocumentationJob"
+        ]
+      },
+      "CLI 工具库": {
+        "children": {},
+        "components": [
+          "codewiki\\cli\\git_manager.py::GitManager",
+          "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler",
+          "codewiki\\cli\\utils\\api_errors.py::wrap_api_call",
+          "codewiki\\cli\\utils\\errors.py::CodeWikiError",
+          "codewiki\\cli\\utils\\errors.py::ConfigurationError",
+          "codewiki\\cli\\utils\\errors.py::RepositoryError",
+          "codewiki\\cli\\utils\\errors.py::APIError",
+          "codewiki\\cli\\utils\\errors.py::FileSystemError",
+          "codewiki\\cli\\utils\\errors.py::handle_error",
+          "codewiki\\cli\\utils\\errors.py::error_with_suggestion",
+          "codewiki\\cli\\utils\\errors.py::warning",
+          "codewiki\\cli\\utils\\errors.py::success",
+          "codewiki\\cli\\utils\\errors.py::info",
+          "codewiki\\cli\\utils\\fs.py::ensure_directory",
+          "codewiki\\cli\\utils\\fs.py::check_writable",
+          "codewiki\\cli\\utils\\fs.py::safe_write",
+          "codewiki\\cli\\utils\\fs.py::safe_read",
+          "codewiki\\cli\\utils\\fs.py::get_file_size",
+          "codewiki\\cli\\utils\\fs.py::find_files",
+          "codewiki\\cli\\utils\\fs.py::cleanup_directory",
+          "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
+          "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url",
+          "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
+          "codewiki\\cli\\utils\\instructions.py::display_generation_summary",
+          "codewiki\\cli\\utils\\logging.py::CLILogger",
+          "codewiki\\cli\\utils\\logging.py::create_logger",
+          "codewiki\\cli\\utils\\progress.py::ProgressTracker",
+          "codewiki\\cli\\utils\\progress.py::ModuleProgressBar",
+          "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
+          "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
+          "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo",
+          "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
+          "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
+          "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
+          "codewiki\\cli\\utils\\repo_validator.py::count_code_files",
+          "codewiki\\cli\\utils\\validation.py::validate_url",
+          "codewiki\\cli\\utils\\validation.py::validate_api_key",
+          "codewiki\\cli\\utils\\validation.py::validate_model_name",
+          "codewiki\\cli\\utils\\validation.py::validate_output_directory",
+          "codewiki\\cli\\utils\\validation.py::validate_repository_path",
+          "codewiki\\cli\\utils\\validation.py::detect_supported_languages",
+          "codewiki\\cli\\utils\\validation.py::should_exclude_file",
+          "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
+          "codewiki\\cli\\utils\\validation.py::mask_api_key"
+        ]
+      }
+    },
+    "components": []
   },
-  "CLI 工具": {
-    "children": {},
+  "MCP 协议服务器": {
+    "children": {
+      "MCP 工具集": {
+        "children": {},
+        "components": [
+          "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
+          "codewiki\\mcp\\tools\\analysis.py::_detect_via_git",
+          "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
+          "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
+          "codewiki\\mcp\\tools\\analysis.py::_walk",
+          "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
+          "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components",
+          "codewiki\\mcp\\tools\\doc_writer.py::_is_within",
+          "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path",
+          "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
+          "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
+          "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
+          "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
+          "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
+          "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order",
+          "codewiki\\mcp\\tools\\module_tree.py::_collect",
+          "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree",
+          "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order",
+          "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt",
+          "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt"
+        ]
+      },
+      "MCP 会话与工作区": {
+        "children": {},
+        "components": [
+          "codewiki\\mcp\\session.py::SessionState",
+          "codewiki\\mcp\\session.py::SessionStore",
+          "codewiki\\mcp\\workspace.py::_safe_filename",
+          "codewiki\\mcp\\workspace.py::SessionWorkspace"
+        ]
+      }
+    },
     "components": [
-      "codewiki/cli/utils/errors.py::CodeWikiError",
-      "codewiki/cli/utils/errors.py::ConfigurationError",
-      "codewiki/cli/utils/errors.py::RepositoryError",
-      "codewiki/cli/utils/errors.py::APIError",
-      "codewiki/cli/utils/errors.py::FileSystemError",
-      "codewiki/cli/utils/errors.py::handle_error",
-      "codewiki/cli/utils/errors.py::error_with_suggestion",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/cli/utils/errors.py::success",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/cli/utils/fs.py::check_writable",
-      "codewiki/cli/utils/fs.py::safe_write",
-      "codewiki/cli/utils/fs.py::safe_read",
-      "codewiki/cli/utils/fs.py::get_file_size",
-      "codewiki/cli/utils/fs.py::find_files",
-      "codewiki/cli/utils/fs.py::cleanup_directory",
-      "codewiki/cli/utils/validation.py::validate_url",
-      "codewiki/cli/utils/validation.py::validate_api_key",
-      "codewiki/cli/utils/validation.py::validate_model_name",
-      "codewiki/cli/utils/validation.py::validate_output_directory",
-      "codewiki/cli/utils/validation.py::validate_repository_path",
-      "codewiki/cli/utils/validation.py::detect_supported_languages",
-      "codewiki/cli/utils/validation.py::should_exclude_file",
-      "codewiki/cli/utils/validation.py::is_top_tier_model",
-      "codewiki/cli/utils/validation.py::mask_api_key",
-      "codewiki/cli/utils/logging.py::CLILogger",
-      "codewiki/cli/utils/logging.py::create_logger",
-      "codewiki/cli/utils/progress.py::ProgressTracker",
-      "codewiki/cli/utils/progress.py::ModuleProgressBar",
-      "codewiki/cli/utils/repo_validator.py::validate_repository",
-      "codewiki/cli/utils/repo_validator.py::check_writable_output",
-      "codewiki/cli/utils/repo_validator.py::_get_git_repo",
-      "codewiki/cli/utils/repo_validator.py::is_git_repository",
-      "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
-      "codewiki/cli/utils/repo_validator.py::get_git_branch",
-      "codewiki/cli/utils/repo_validator.py::count_code_files",
-      "codewiki/cli/utils/instructions.py::compute_github_pages_url",
-      "codewiki/cli/utils/instructions.py::get_pr_creation_url",
-      "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
-      "codewiki/cli/utils/instructions.py::display_generation_summary",
-      "codewiki/cli/utils/api_errors.py::APIErrorHandler",
-      "codewiki/cli/utils/api_errors.py::wrap_api_call"
+      "codewiki\\mcp\\server.py::_fine_grained_tools",
+      "codewiki\\mcp\\server.py::_legacy_tools",
+      "codewiki\\mcp\\server.py::list_tools",
+      "codewiki\\mcp\\server.py::call_tool",
+      "codewiki\\mcp\\server.py::_load_config",
+      "codewiki\\mcp\\server.py::_legacy_generate_docs",
+      "codewiki\\mcp\\server.py::_legacy_get_module_tree",
+      "codewiki\\mcp\\server.py::_summarize_tree",
+      "codewiki\\mcp\\server.py::_text",
+      "codewiki\\mcp\\server.py::_write_generation_metadata",
+      "codewiki\\mcp\\server.py::main"
     ]
   },
-  "CLI 核心": {
-    "children": {},
-    "components": [
-      "codewiki/cli/main.py::cli",
-      "codewiki/cli/main.py::version",
-      "codewiki/cli/main.py::mcp_command",
-      "codewiki/cli/main.py::main",
-      "codewiki/cli/commands/config.py::parse_patterns",
-      "codewiki/cli/commands/config.py::config_group",
-      "codewiki/cli/commands/config.py::config_set",
-      "codewiki/cli/commands/config.py::config_show",
-      "codewiki/cli/commands/config.py::config_validate",
-      "codewiki/cli/commands/config.py::config_agent",
-      "codewiki/cli/commands/generate.py::parse_patterns",
-      "codewiki/cli/commands/generate.py::_detect_changed_files",
-      "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
-      "codewiki/cli/commands/generate.py::_find_affected",
-      "codewiki/cli/commands/generate.py::generate_command",
-      "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/git_manager.py::GitManager",
-      "codewiki/cli/html_generator.py::HTMLGenerator",
-      "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
-      "codewiki/cli/models/config.py::AgentInstructions",
-      "codewiki/cli/models/config.py::Configuration",
-      "codewiki/cli/models/job.py::JobStatus",
-      "codewiki/cli/models/job.py::GenerationOptions",
-      "codewiki/cli/models/job.py::JobStatistics",
-      "codewiki/cli/models/job.py::LLMConfig",
-      "codewiki/cli/models/job.py::DocumentationJob"
-    ]
-  },
-  "MCP 服务": {
-    "children": {},
-    "components": [
-      "codewiki/mcp/server.py::_fine_grained_tools",
-      "codewiki/mcp/server.py::_legacy_tools",
-      "codewiki/mcp/server.py::list_tools",
-      "codewiki/mcp/server.py::call_tool",
-      "codewiki/mcp/server.py::_load_config",
-      "codewiki/mcp/server.py::_legacy_generate_docs",
-      "codewiki/mcp/server.py::_legacy_get_module_tree",
-      "codewiki/mcp/server.py::_summarize_tree",
-      "codewiki/mcp/server.py::_text",
-      "codewiki/mcp/server.py::_write_generation_metadata",
-      "codewiki/mcp/server.py::main",
-      "codewiki/mcp/session.py::SessionState",
-      "codewiki/mcp/session.py::SessionStore",
-      "codewiki/mcp/tools/analysis.py::_build_component_index",
-      "codewiki/mcp/tools/analysis.py::_detect_changes",
-      "codewiki/mcp/tools/analysis.py::_detect_via_git",
-      "codewiki/mcp/tools/analysis.py::_detect_via_mtime",
-      "codewiki/mcp/tools/analysis.py::_find_affected_modules",
-      "codewiki/mcp/tools/analysis.py::_walk",
-      "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
-      "codewiki/mcp/tools/analysis.py::handle_list_components",
-      "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
-      "codewiki/mcp/tools/code_reader.py::_is_within",
-      "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
-      "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
-      "codewiki/mcp/tools/doc_writer.py::_is_within",
-      "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
-      "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
-      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
-      "codewiki/mcp/tools/doc_writer.py::_save_history",
-      "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
-      "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
-      "codewiki/mcp/tools/module_tree.py::_get_processing_order",
-      "codewiki/mcp/tools/module_tree.py::_collect",
-      "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
-      "codewiki/mcp/tools/module_tree.py::handle_get_processing_order",
-      "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
-      "codewiki/mcp/tools/prompt_server.py::_resolve_prompt"
-    ]
+  "后端核心引擎": {
+    "children": {
+      "LLM 后端与服务": {
+        "children": {},
+        "components": [
+          "codewiki\\src\\be\\backend.py::is_caw_provider",
+          "codewiki\\src\\be\\backend.py::LLMBackend",
+          "codewiki\\src\\be\\backend.py::get_backend",
+          "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
+          "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider",
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-      "codewiki/src/be/utils.py::validate_mermaid_diagrams",
-      "codewiki/src/be/utils.py::extract_mermaid_blocks",
-      "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
-      "codewiki/src/be/utils.py::_parse_via_mermaid_py",
-      "codewiki/src/be/utils.py::validate_single_diagram"
+      "codewiki\\src\\config.py::set_cli_context",
+      "codewiki\\src\\config.py::is_cli_context",
+      "codewiki\\src\\config.py::Config",
+      "codewiki\\src\\utils.py::FileManager"
     ]
   }
 }
\ No newline at end of file
diff --git a/repowiki/overview.md b/repowiki/overview.md
index 6dff8dd2..c3f93392 100644
--- a/repowiki/overview.md
+++ b/repowiki/overview.md
@@ -2,150 +2,145 @@
 
 ## 项目简介
 
-**CodeWiki-CN** 是 AI IDE 驱动的代码仓库文档生成工具的中国社区分支。通过零配置 MCP 协议与 AI IDE 集成，自动分析多语言代码仓库的依赖关系，生成结构化的 Wiki 文档（包含 Mermaid 架构图、交叉引用和模块索引），支持 CLI 模式和 Web 可视化。
+CodeWiki-CN 是一个自动化代码仓库文档生成系统，能够分析代码库的结构和依赖关系，并利用大语言模型（LLM）自动生成高质量的中文 Wiki 文档。系统支持 9 种编程语言的代码分析，提供 CLI 命令行工具和 MCP 协议两种接入方式，适用于本地开发环境和 AI 编程助手集成场景。
 
-### 核心能力
-
-- **零 LLM 配置**：无需自行配置大模型 API，由 AI IDE 自身模型驱动
-- **9 种语言支持**：Python、Java、JavaScript、TypeScript、C、C++、C#、Kotlin、PHP
-- **IDE 原生集成**：通过 MCP 协议与 CodeBuddy、Cursor、Claude Desktop 等 AI IDE 无缝对接
-- **双模式运行**：CLI 模式（`codewiki generate`）+ MCP Server 模式（10 个细粒度工具）
-- **增量生成**：基于 Git diff 检测变更，仅重新生成受影响模块
+项目的核心理念是"让 AI 理解代码，让文档跟上代码"——通过 AST 解析构建精确的依赖图，再通过 LLM 将代码结构转化为人类可读的技术文档。
 
 ## 端到端架构
 
 ```mermaid
 graph TD
-    USER[用户 / AI IDE]
-    
-    subgraph 入口层
-        CLI[CLI 核心]
-        MCP[MCP 服务]
+    subgraph UserLayer["用户接入层"]
+        CLI["CLI 命令行工具"]
+        MCP["MCP 协议服务器"]
+        Web["Web 前端服务"]
     end
-    
-    subgraph 业务逻辑层
-        BC[后端核心]
-        AGT[Agent 工具]
-        DA[依赖分析器]
+
+    subgraph CoreLayer["核心引擎层"]
+        Engine["后端核心引擎"]
+        LLM["LLM 后端与服务"]
+        Agent["Agent 工具集"]
     end
-    
-    subgraph 展示层
-        FE[前端服务]
-        HTML[HTMLGenerator]
+
+    subgraph AnalysisLayer["代码分析层"]
+        Analyzer["依赖分析器"]
+        LangParsers["9 语言分析器"]
+        TopoSort["拓扑排序"]
     end
-    
-    subgraph 基础设施层
-        CLI_UTIL[CLI 工具]
-        SC[共享配置]
+
+    subgraph InfraLayer["基础设施层"]
+        Shared["共享基础设施"]
     end
-    
-    USER -->|codewiki generate| CLI
-    USER -->|MCP 协议| MCP
-    
-    CLI --> CLI_UTIL
-    CLI --> BC
-    MCP --> DA
-    MCP --> BC
-    
-    BC --> AGT
-    BC --> DA
-    BC --> SC
-    
-    AGT --> CLI_UTIL
-    AGT --> SC
-    
-    DA --> SC
-    DA --> CLI_UTIL
-    
-    CLI --> HTML
-    HTML --> FE
-    
-    FE --> BC
-    FE --> SC
-```
 
-## 工作流程
+    subgraph Output["输出"]
+        Markdown["Markdown Wiki 文档"]
+        HTML["HTML 可视化"]
+    end
 
-```mermaid
-graph LR
-    A[analyze_repo] --> B[模块聚类]
-    B --> C[保存模块树]
-    C --> D[叶优先处理]
-    D --> E[read_code_components]
-    E --> F[生成文档]
-    F --> G[write_doc_file]
-    D --> H[生成总览]
-    H --> I[overview.md]
-    G --> J[close_session]
-    I --> J
+    CLI --> Engine
+    MCP --> Engine
+    Web --> Engine
+    Engine --> LLM
+    Engine --> Agent
+    Engine --> Analyzer
+    Analyzer --> LangParsers
+    Analyzer --> TopoSort
+    LLM --> Agent
+    Agent --> Engine
+    Engine --> Markdown
+    Web --> HTML
+    Shared -.-> Engine
+    Shared -.-> Analyzer
+    Shared -.-> Web
 ```
 
-## 模块索引
+## 模块概览
 
-| 模块 | 路径 | 组件数 | 说明 |
-|------|------|--------|------|
-| [Agent 工具](Agent 工具.md) | `codewiki/src/be/agent_tools/` | 13 | AI Agent 基础设施：依赖注入、代码读取、文档委托、文件编辑器 |
-| [CLI 工具](CLI 工具.md) | `codewiki/cli/utils/` | 43 | CLI 基础工具：异常处理、文件系统、验证、日志、进度、仓库校验 |
-| [CLI 核心](CLI 核心.md) | `codewiki/cli/` | 26 | CLI 入口和命令：config/generate 命令组、配置管理、Git 管理、HTML 生成 |
-| [MCP 服务](MCP 服务.md) | `codewiki/mcp/` | 38 | MCP 协议服务器：10 个细粒度工具 + 线程安全会话管理 + 增量更新 + 安全加固 |
-| [依赖分析器](依赖分析器.md) | `codewiki/src/be/dependency_analyzer/` | 61 | 代码分析引擎：多语言 Tree-sitter 解析、依赖图构建、拓扑排序 |
-| [共享配置](共享配置.md) | `codewiki/src/` | 4 | 全局配置和工具：Config 类、FileManager、CLI/MCP 双上下文 |
-| [前端服务](前端服务.md) | `codewiki/src/fe/` | 27 | Web 应用：FastAPI 路由、Jinja2 模板、文档可视化、缓存管理 |
-| [后端核心](后端核心.md) | `codewiki/src/be/` | 44 | 文档生成引擎：LLM 后端适配（Caw/PydanticAI）、聚类、提示词、Mermaid 验证 |
+CodeWiki-CN 包含 258 个代码组件，分布在 6 个顶层模块中。以下按模块在项目中的角色逐一介绍。
 
-## 技术栈
+### [CLI 命令行工具](CLI%20命令行工具.md)
 
-| 层次 | 技术 |
-|------|------|
-| AST 解析 | tree-sitter + tree-sitter-language-pack |
-| LLM 集成 | litellm、openai-agents、pydantic-ai + 订阅模式（claude-code/codex） |
-| Web 框架 | FastAPI + uvicorn |
-| CLI 框架 | click |
-| 模板引擎 | Jinja2 |
-| 图表渲染 | Mermaid（CDN 客户端渲染 + Node.js/Python 服务端校验） |
-| MCP 协议 | Python MCP SDK (stdio transport) |
+CLI 是面向人类用户的交互入口，基于 Python `click` 框架构建。提供三个核心子命令：`codewiki generate`（文档生成）、`codewiki config`（配置管理）和 `codewiki mcp`（启动 MCP 服务）。CLI 层负责参数解析、配置加载、Git 操作和进度展示，通过适配器模式将实际的文档生成任务委托给后端引擎。包含 68 个组件，分为 3 个子模块：[CLI 入口与命令](CLI%20入口与命令.md)、[CLI 配置与模型](CLI%20配置与模型.md)、[CLI 工具库](CLI%20工具库.md)。
 
-## 目录结构
+### [MCP 协议服务器](MCP%20协议服务器.md)
 
-```
-CodeWiki-CN/
-├── codewiki/
-│   ├── cli/                  # CLI 核心 + CLI 工具
-│   │   ├── adapters/         # 文档生成适配器
-│   │   ├── commands/         # config / generate 命令
-│   │   ├── models/           # 配置和作业数据模型
-│   │   └── utils/            # CLI 工具函数
-│   ├── mcp/                  # MCP 服务
-│   │   ├── tools/            # 工具处理器
-│   │   └── server.py         # MCP 服务器入口
-│   ├── src/
-│   │   ├── be/               # 后端核心 + Agent 工具 + 依赖分析器
-│   │   │   ├── agent_tools/  # AI Agent 工具
-│   │   │   └── dependency_analyzer/  # 代码分析引擎
-│   │   ├── fe/               # 前端服务
-│   │   ├── config.py         # 共享配置
-│   │   └── utils.py          # 共享工具
-│   └── templates/            # GitHub Pages 模板
-├── docker/                   # Docker 部署配置
-├── docs/                     # 已生成的文档
-└── repowiki/                 # 当前 Wiki 输出目录
-```
+MCP 服务器面向 LLM 智能体，通过 stdio JSON-RPC 协议提供 8 个结构化工具，使 IDE 中的 AI 助手能够以编程方式驱动文档生成全流程。核心工具包括：`analyze_repo`（仓库分析）、`read_code_components`（源码读取）、`save_module_tree`（模块聚类）、`write_doc_file` / `edit_doc_file`（文档写入与编辑）、`get_prompt`（提示词获取）等。采用文件侧通道架构——大体量数据写入磁盘文件，MCP 仅传输元数据和路径，突破了 stdio 传输的数据量限制。包含 35 个组件，分为 2 个子模块：[MCP 工具集](MCP%20工具集.md)、[MCP 会话与工作区](MCP%20会话与工作区.md)。
 
-## 快速开始
+### [后端核心引擎](后端核心引擎.md)
 
-**MCP Server 模式**（推荐，零配置）：
+后端引擎是整个系统的文档生成中枢，以 `DocumentationGenerator` 为核心编排器，协调从代码分析到文档输出的完整自动化流程。支持两种 LLM 后端：PydanticAI（API Key 直连模式）和 CAW（订阅制 CLI 模式），兼容 OpenAI、Anthropic、Azure、AWS Bedrock 等多种模型提供商。Agent 工具集提供文件编辑（str_replace_editor）、源码读取、子模块递归生成等能力。包含 57 个组件，分为 3 个子模块：[LLM 后端与服务](LLM%20后端与服务.md)、[Agent 工具集](Agent%20工具集.md)、[后端工具与流程](后端工具与流程.md)。
 
-```bash
-python -m codewiki.mcp.server
+### [依赖分析器](依赖分析器.md)
+
+依赖分析器是系统的代码理解基础层，将源代码转化为结构化的依赖图。Python 使用内置 `ast` 模块解析，其余 8 种语言（Java、JavaScript、TypeScript、C、C++、C#、PHP、Kotlin）使用 Tree-sitter 增量解析框架。分析产出包括代码组件元数据、调用与依赖关系、以及经拓扑排序的叶子节点列表。支持循环依赖检测（Tarjan 算法）和自动打破。包含 66 个组件，分为 4 个子模块：[分析服务](分析服务.md)、[语言分析器](语言分析器.md)、[数据模型与算法](数据模型与算法.md)、[分析器工具](分析器工具.md)。
+
+### [Web 前端服务](Web%20前端服务.md)
+
+Web 前端基于 FastAPI 构建，提供用户友好的 GitHub 仓库文档生成界面。用户提交仓库 URL 后，后台守护线程异步克隆并生成文档，支持任务状态实时跟踪、文档缓存和在线浏览。独立的文档可视化服务器支持 Markdown 到 HTML 渲染和 Mermaid 图表展示。包含 28 个组件。
+
+### [共享基础设施](共享基础设施.md)
+
+共享基础设施包含全局配置管理器（`Config`）和文件 I/O 工具类（`FileManager`），被多个子系统广泛依赖。`Config` 封装仓库路径、LLM 参数、输出目录等全局配置，支持从命令行参数和 CLI 上下文两种创建方式。包含 4 个组件。
+
+## 数据流
+
+文档生成的端到端数据流如下：
+
+```mermaid
+graph LR
+    A["源代码仓库"] --> B["依赖分析器"]
+    B --> C["依赖图 + 组件索引"]
+    C --> D["模块聚类"]
+    D --> E["模块树"]
+    E --> F["拓扑排序"]
+    F --> G["叶优先生成顺序"]
+    G --> H["LLM 逐模块生成"]
+    H --> I["Markdown Wiki"]
+    I --> J["HTML 可视化"]
 ```
 
-在 AI IDE（CodeBuddy / Cursor / Claude Desktop）中配置 MCP，然后直接说"为这个项目生成 Wiki"。
+1. **代码分析**：依赖分析器遍历源代码，使用语言特定解析器提取组件和调用关系
+2. **图构建**：DependencyGraphBuilder 构建有向依赖图
+3. **模块聚类**：LLM 根据组件功能相似度将组件分组为逻辑模块
+4. **拓扑排序**：检测并打破循环依赖，计算叶优先的处理顺序
+5. **文档生成**：LLM 按叶→根顺序逐模块生成 Markdown 文档
+6. **可视化**：Web 前端将 Markdown 渲染为带 Mermaid 图表的 HTML
 
-**CLI 模式**：
+## 技术栈
+
+- **语言**：Python 3.10+
+- **代码解析**：Python `ast` + Tree-sitter（9 种语言）
+- **LLM 集成**：PydanticAI、OpenAI SDK、LiteLLM、Azure
+- **CLI 框架**：click
+- **Web 框架**：FastAPI、Jinja2
+- **协议**：MCP（Model Context Protocol）over stdio
+- **图表**：Mermaid.js
+- **版本控制**：Git / GitPython
+
+## 快速开始
 
 ```bash
-codewiki config set --provider openai-compatible --api-key YOUR_KEY
-codewiki generate
+# 安装
+git clone https://github.com/mambo-wang/CodeWiki-CN.git
+cd CodeWiki-CN && pip install -e .
+
+# CLI 模式
+codewiki generate --repo-path /path/to/repo --output-dir /path/to/repo/repowiki
+
+# MCP 模式（IDE 集成）
+codewiki mcp
 ```
 
-输出文档位于 `repowiki/` 目录。
\ No newline at end of file
+MCP 配置（添加到 IDE）：
+
+```json
+{
+  "mcpServers": {
+    "codewiki": {
+      "command": "python",
+      "args": ["-m", "codewiki.mcp.server"],
+      "cwd": "/path/to/CodeWiki-CN"
+    }
+  }
+}
+```
diff --git a/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json b/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
index 11b2aa77..e527965a 100644
--- a/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
+++ b/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
@@ -1,22 +1,22 @@
 {
-  "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator": {
-    "id": "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
+  "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator": {
+    "id": "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
     "name": "CLIDocumentationGenerator",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/adapters/doc_generator.py",
-    "relative_path": "codewiki/cli/adapters/doc_generator.py",
-    "depends_on": [
-      "codewiki/src/config.py::set_cli_context",
-      "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/cli/utils/progress.py::ProgressTracker",
-      "codewiki/src/be/cluster_modules.py::cluster_modules",
-      "codewiki/cli/models/job.py::LLMConfig",
-      "codewiki/cli/html_generator.py::HTMLGenerator",
-      "codewiki/cli/models/job.py::DocumentationJob",
-      "codewiki/cli/utils/errors.py::APIError",
-      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
-      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
-      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count"
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\adapters\\doc_generator.py",
+    "relative_path": "codewiki\\cli\\adapters\\doc_generator.py",
+    "depends_on": [
+      "codewiki\\cli\\utils\\errors.py::APIError",
+      "codewiki\\src\\config.py::set_cli_context",
+      "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
+      "codewiki\\cli\\models\\job.py::LLMConfig",
+      "codewiki\\cli\\models\\job.py::DocumentationJob",
+      "codewiki\\cli\\utils\\fs.py::ensure_directory",
+      "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
+      "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
+      "codewiki\\cli\\html_generator.py::HTMLGenerator",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
+      "codewiki\\cli\\utils\\progress.py::ProgressTracker"
     ],
     "source_code": "class CLIDocumentationGenerator:\n    \"\"\"\n    CLI adapter for documentation generation with progress reporting.\n    \n    This class wraps the backend documentation generator and adds\n    CLI-specific features like progress tracking and error handling.\n    \"\"\"\n    \n    def __init__(\n        self,\n        repo_path: Path,\n        output_dir: Path,\n        config: Dict[str, Any],\n        verbose: bool = False,\n        generate_html: bool = False,\n        commit_id: str = None,\n    ):\n        \"\"\"\n        Initialize the CLI documentation generator.\n        \n        Args:\n            repo_path: Repository path\n            output_dir: Output directory\n            config: LLM configuration\n            verbose: Enable verbose output\n            generate_html: Whether to generate HTML viewer\n            commit_id: Git commit SHA for incremental update tracking\n        \"\"\"\n        self.repo_path = repo_path\n        self.output_dir = output_dir\n        self.config = config\n        self.verbose = verbose\n        self.generate_html = generate_html\n        self.commit_id = commit_id\n        self.progress_tracker = ProgressTracker(total_stages=5, verbose=verbose)\n        self.job = DocumentationJob()\n        \n        # Setup job metadata\n        self.job.repository_path = str(repo_path)\n        self.job.repository_name = repo_path.name\n        self.job.output_directory = str(output_dir)\n        self.job.llm_config = LLMConfig(\n            main_model=config.get('main_model', ''),\n            cluster_model=config.get('cluster_model', ''),\n            base_url=config.get('base_url', '')\n        )\n        \n        # Configure backend logging\n        self._configure_backend_logging()\n    \n    def _configure_backend_logging(self):\n        \"\"\"Configure backend logger for CLI use with colored output.\"\"\"\n        from codewiki.src.be.dependency_analyzer.utils.logging_config import ColoredFormatter\n        \n        # Get backend logger (parent of all backend modules)\n        backend_logger = logging.getLogger('codewiki.src.be')\n        \n        # Remove existing handlers to avoid duplicates\n        backend_logger.handlers.clear()\n        \n        if self.verbose:\n            # In verbose mode, show INFO and above\n            backend_logger.setLevel(logging.INFO)\n            \n            # Create console handler with formatting\n            console_handler = logging.StreamHandler(sys.stdout)\n            console_handler.setLevel(logging.INFO)\n            \n            # Use colored formatter for better readability\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            # Add handler to logger\n            backend_logger.addHandler(console_handler)\n        else:\n            # In non-verbose mode, suppress backend logs (use WARNING level to hide INFO/DEBUG)\n            backend_logger.setLevel(logging.WARNING)\n            \n            # Create console handler for warnings and errors only\n            console_handler = logging.StreamHandler(sys.stderr)\n            console_handler.setLevel(logging.WARNING)\n            \n            # Use colored formatter even for warnings/errors\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            backend_logger.addHandler(console_handler)\n        \n        # Prevent propagation to root logger to avoid duplicate messages\n        backend_logger.propagate = False\n    \n    def generate(self) -> DocumentationJob:\n        \"\"\"\n        Generate documentation with progress tracking.\n        \n        Returns:\n            Completed DocumentationJob\n            \n        Raises:\n            APIError: If LLM API call fails\n        \"\"\"\n        self.job.start()\n        start_time = time.time()\n        \n        try:\n            # Set CLI context for backend\n            set_cli_context(True)\n            \n            # Create backend config with CLI settings\n            backend_config = BackendConfig.from_cli(\n                repo_path=str(self.repo_path),\n                output_dir=str(self.output_dir),\n                llm_base_url=self.config.get('base_url'),\n                llm_api_key=self.config.get('api_key'),\n                main_model=self.config.get('main_model'),\n                cluster_model=self.config.get('cluster_model'),\n                fallback_model=self.config.get('fallback_model'),\n                provider=self.config.get('provider', 'openai-compatible'),\n                aws_region=self.config.get('aws_region', 'us-east-1'),\n                max_tokens=self.config.get('max_tokens', 32768),\n                max_token_per_module=self.config.get('max_token_per_module', 36369),\n                max_token_per_leaf_module=self.config.get('max_token_per_leaf_module', 16000),\n                max_depth=self.config.get('max_depth', 2),\n                agent_instructions=self.config.get('agent_instructions')\n            )\n            \n            # Run backend documentation generation\n            asyncio.run(self._run_backend_generation(backend_config))\n            \n            # Stage 4: HTML Generation (optional)\n            if self.generate_html:\n                self._run_html_generation()\n            \n            # Stage 5: Finalization (metadata already created by backend)\n            self._finalize_job()\n            \n            # Complete job\n            generation_time = time.time() - start_time\n            self.job.complete()\n            \n            return self.job\n            \n        except APIError as e:\n            self.job.fail(str(e))\n            raise\n        except Exception as e:\n            self.job.fail(str(e))\n            raise\n    \n    async def _run_backend_generation(self, backend_config: BackendConfig):\n        \"\"\"Run the backend documentation generation with progress tracking.\"\"\"\n        \n        # Stage 1: Dependency Analysis\n        self.progress_tracker.start_stage(1, \"Dependency Analysis\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.2, \"Initializing dependency analyzer...\")\n        \n        # Create documentation generator\n        doc_generator = DocumentationGenerator(backend_config, commit_id=self.commit_id)\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Parsing source files...\")\n        \n        # Build dependency graph\n        try:\n            components, leaf_nodes = doc_generator.graph_builder.build_dependency_graph()\n            self.job.statistics.total_files_analyzed = len(components)\n            self.job.statistics.leaf_nodes = len(leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.8, f\"Analyzed {len(components)} files, found {len(leaf_nodes)} leaf nodes\")\n                # Log individual files analyzed\n                for comp_name in sorted(components.keys())[:20]:\n                    self.progress_tracker.update_stage(0.9, f\"  File: {comp_name}\")\n                if len(components) > 20:\n                    self.progress_tracker.update_stage(0.9, f\"  ... and {len(components) - 20} more files\")\n        except Exception as e:\n            raise APIError(f\"Dependency analysis failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 2: Module Clustering\n        self.progress_tracker.start_stage(2, \"Module Clustering\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Clustering modules with LLM...\")\n        \n        # Import clustering function\n        from codewiki.src.be.cluster_modules import (\n            cluster_modules,\n            get_clustering_input_token_count,\n        )\n        from codewiki.src.utils import file_manager\n        from codewiki.src.config import FIRST_MODULE_TREE_FILENAME, MODULE_TREE_FILENAME\n\n        working_dir = str(self.output_dir.absolute())\n        file_manager.ensure_directory(working_dir)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n\n        try:\n            if os.path.exists(first_module_tree_path):\n                module_tree = file_manager.load_json(first_module_tree_path)\n                if self.verbose:\n                    self.progress_tracker.update_stage(0.5, \"Loaded cached module tree\")\n            else:\n                if self.verbose:\n                    clustering_tokens = get_clustering_input_token_count(\n                        leaf_nodes, components\n                    )\n                    self.progress_tracker.update_stage(\n                        0.3,\n                        (\n                            f\"Preparing {len(leaf_nodes)} leaf nodes for clustering \"\n                            f\"({clustering_tokens} tokens, threshold \"\n                            f\"{backend_config.max_token_per_module})\"\n                        ),\n                    )\n                    if clustering_tokens <= backend_config.max_token_per_module:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Skipping LLM clustering; selected leaf nodes fit within the module token threshold\",\n                        )\n                    else:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Clustering modules with LLM...\",\n                        )\n                cluster_model = backend_config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    backend_config,\n                    completer=lambda p: doc_generator.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n\n            file_manager.save_json(module_tree, module_tree_path)\n            self.job.module_count = len(module_tree)\n\n            if self.verbose:\n                if len(module_tree) == 0:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        \"Created 0 modules; continuing in whole-repository documentation mode\",\n                    )\n                else:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        f\"Created {len(module_tree)} modules\",\n                    )\n                for mod_name in sorted(module_tree.keys()):\n                    file_count = len(module_tree[mod_name]) if isinstance(module_tree[mod_name], list) else \"?\"\n                    self.progress_tracker.update_stage(1.0, f\"  Module: {mod_name} ({file_count} files)\")\n        except Exception as e:\n            raise APIError(f\"Module clustering failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 3: Documentation Generation\n        self.progress_tracker.start_stage(3, \"Documentation Generation\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.1, \"Generating module documentation...\")\n        \n        try:\n            if self.verbose:\n                self.progress_tracker.update_stage(0.2, f\"Generating documentation for {self.job.module_count} modules...\")\n\n            # Run the actual documentation generation\n            await doc_generator.generate_module_documentation(components, leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.9, \"Creating repository overview...\")\n            \n            # Create metadata\n            doc_generator.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            # Collect generated files\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') or file_path.endswith('.json'):\n                    self.job.files_generated.append(file_path)\n            \n        except Exception as e:\n            raise APIError(f\"Documentation generation failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _run_html_generation(self):\n        \"\"\"Run HTML generation stage.\"\"\"\n        self.progress_tracker.start_stage(4, \"HTML Generation\")\n        \n        from codewiki.cli.html_generator import HTMLGenerator\n        \n        # Generate HTML\n        html_generator = HTMLGenerator()\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.3, \"Loading module tree and metadata...\")\n        \n        repo_info = html_generator.detect_repository_info(self.repo_path)\n        \n        # Generate HTML with auto-loading of module_tree and metadata from docs_dir\n        output_path = self.output_dir / \"index.html\"\n        html_generator.generate(\n            output_path=output_path,\n            title=repo_info['name'],\n            repository_url=repo_info['url'],\n            github_pages_url=repo_info['github_pages_url'],\n            docs_dir=self.output_dir  # Auto-load module_tree and metadata from here\n        )\n        \n        self.job.files_generated.append(\"index.html\")\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(1.0, \"Generated index.html\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _finalize_job(self):\n        \"\"\"Finalize the job (metadata already created by backend).\"\"\"\n        # Just verify metadata exists\n        metadata_path = self.output_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            # Create our own if backend didn't\n            with open(metadata_path, 'w') as f:\n                f.write(self.job.to_json())",
     "start_line": 26,
@@ -28,16 +28,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class CLIDocumentationGenerator",
-    "component_id": "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
+    "component_id": "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/config.py::parse_patterns": {
-    "id": "codewiki/cli/commands/config.py::parse_patterns",
+  "codewiki\\cli\\commands\\config.py::parse_patterns": {
+    "id": "codewiki\\cli\\commands\\config.py::parse_patterns",
     "name": "parse_patterns",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
-    "relative_path": "codewiki/cli/commands/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
+    "relative_path": "codewiki\\cli\\commands\\config.py",
     "depends_on": [],
     "source_code": "def parse_patterns(patterns_str: str) -> List[str]:\n    \"\"\"Parse comma-separated patterns into a list.\"\"\"\n    if not patterns_str:\n        return []\n    return [p.strip() for p in patterns_str.split(',') if p.strip()]",
     "start_line": 27,
@@ -51,16 +51,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function parse_patterns",
-    "component_id": "codewiki/cli/commands/config.py::parse_patterns",
+    "component_id": "codewiki\\cli\\commands\\config.py::parse_patterns",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/config.py::config_group": {
-    "id": "codewiki/cli/commands/config.py::config_group",
+  "codewiki\\cli\\commands\\config.py::config_group": {
+    "id": "codewiki\\cli\\commands\\config.py::config_group",
     "name": "config_group",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
-    "relative_path": "codewiki/cli/commands/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
+    "relative_path": "codewiki\\cli\\commands\\config.py",
     "depends_on": [],
     "source_code": "def config_group():\n    \"\"\"Manage CodeWiki configuration (API credentials and settings).\"\"\"\n    pass",
     "start_line": 35,
@@ -72,24 +72,24 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function config_group",
-    "component_id": "codewiki/cli/commands/config.py::config_group",
+    "component_id": "codewiki\\cli\\commands\\config.py::config_group",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/config.py::config_set": {
-    "id": "codewiki/cli/commands/config.py::config_set",
+  "codewiki\\cli\\commands\\config.py::config_set": {
+    "id": "codewiki\\cli\\commands\\config.py::config_set",
     "name": "config_set",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
-    "relative_path": "codewiki/cli/commands/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
+    "relative_path": "codewiki\\cli\\commands\\config.py",
     "depends_on": [
-      "codewiki/cli/utils/validation.py::validate_api_key",
-      "codewiki/cli/utils/errors.py::ConfigurationError",
-      "codewiki/cli/utils/validation.py::is_top_tier_model",
-      "codewiki/cli/utils/validation.py::validate_model_name",
-      "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/utils/errors.py::handle_error",
-      "codewiki/cli/utils/validation.py::validate_url"
+      "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
+      "codewiki\\cli\\utils\\validation.py::validate_model_name",
+      "codewiki\\cli\\config_manager.py::ConfigManager",
+      "codewiki\\cli\\utils\\validation.py::validate_url",
+      "codewiki\\cli\\utils\\errors.py::ConfigurationError",
+      "codewiki\\cli\\utils\\errors.py::handle_error",
+      "codewiki\\cli\\utils\\validation.py::validate_api_key"
     ],
     "source_code": "def config_set(\n    api_key: Optional[str],\n    base_url: Optional[str],\n    main_model: Optional[str],\n    cluster_model: Optional[str],\n    fallback_model: Optional[str],\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    provider: Optional[str] = None,\n    aws_region: Optional[str] = None,\n    api_version: Optional[str] = None,\n    azure_deployment: Optional[str] = None\n):\n    \"\"\"\n    Set configuration values for CodeWiki.\n    \n    API keys are stored securely in your system keychain:\n      • macOS: Keychain Access\n      • Windows: Credential Manager  \n      • Linux: Secret Service (GNOME Keyring, KWallet)\n    \n    Examples:\n\n    \\b\n    # Set all configuration (API mode)\n    $ codewiki config set --api-key sk-abc123 --base-url https://api.anthropic.com \\\\\n        --main-model claude-sonnet-4 --cluster-model claude-sonnet-4 --fallback-model glm-4p5\n\n    \\b\n    # Subscription mode (Claude Code) — no API key needed,\n    # authenticate via 'claude login' on the host first\n    $ codewiki config set --provider claude-code --main-model claude-sonnet-4-5\n\n    \\b\n    # Subscription mode (Codex)\n    $ codewiki config set --provider codex --main-model gpt-5.2-codex\n\n    \\b\n    # Update only API key\n    $ codewiki config set --api-key sk-new-key\n\n    \\b\n    # Set max tokens for LLM response\n    $ codewiki config set --max-tokens 16384\n\n    \\b\n    # Set all max token settings\n    $ codewiki config set --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n    \\b\n    # Set max depth for hierarchical decomposition\n    $ codewiki config set --max-depth 3\n    \"\"\"\n    try:\n        # Check if at least one option is provided\n        if not any([api_key, base_url, main_model, cluster_model, fallback_model, max_tokens, max_token_per_module, max_token_per_leaf_module, max_depth, provider, aws_region, api_version, azure_deployment]):\n            click.echo(\"No options provided. Use --help for usage information.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Validate inputs before saving\n        validated_data = {}\n        \n        if api_key:\n            validated_data['api_key'] = validate_api_key(api_key)\n        \n        if base_url:\n            validated_data['base_url'] = validate_url(base_url)\n        \n        if main_model:\n            validated_data['main_model'] = validate_model_name(main_model)\n        \n        if cluster_model:\n            validated_data['cluster_model'] = validate_model_name(cluster_model)\n        \n        if fallback_model:\n            validated_data['fallback_model'] = validate_model_name(fallback_model)\n        \n        if max_tokens is not None:\n            if max_tokens < 1:\n                raise ConfigurationError(\"max_tokens must be a positive integer\")\n            validated_data['max_tokens'] = max_tokens\n        \n        if max_token_per_module is not None:\n            if max_token_per_module < 1:\n                raise ConfigurationError(\"max_token_per_module must be a positive integer\")\n            validated_data['max_token_per_module'] = max_token_per_module\n        \n        if max_token_per_leaf_module is not None:\n            if max_token_per_leaf_module < 1:\n                raise ConfigurationError(\"max_token_per_leaf_module must be a positive integer\")\n            validated_data['max_token_per_leaf_module'] = max_token_per_leaf_module\n        \n        if max_depth is not None:\n            if max_depth < 1:\n                raise ConfigurationError(\"max_depth must be a positive integer\")\n            validated_data['max_depth'] = max_depth\n\n        if provider is not None:\n            validated_data['provider'] = provider\n\n        if aws_region is not None:\n            validated_data['aws_region'] = aws_region\n\n        if api_version is not None:\n            validated_data['api_version'] = api_version\n\n        if azure_deployment is not None:\n            validated_data['azure_deployment'] = azure_deployment\n\n        # Create config manager and save\n        manager = ConfigManager()\n        manager.load()  # Load existing config if present\n\n        manager.save(\n            api_key=validated_data.get('api_key'),\n            base_url=validated_data.get('base_url'),\n            main_model=validated_data.get('main_model'),\n            cluster_model=validated_data.get('cluster_model'),\n            fallback_model=validated_data.get('fallback_model'),\n            max_tokens=validated_data.get('max_tokens'),\n            max_token_per_module=validated_data.get('max_token_per_module'),\n            max_token_per_leaf_module=validated_data.get('max_token_per_leaf_module'),\n            max_depth=validated_data.get('max_depth'),\n            provider=validated_data.get('provider'),\n            aws_region=validated_data.get('aws_region'),\n            api_version=validated_data.get('api_version'),\n            azure_deployment=validated_data.get('azure_deployment')\n        )\n        \n        # Display success messages\n        click.echo()\n        if api_key:\n            if manager.keyring_available:\n                click.secho(\"✓ API key saved to system keychain\", fg=\"green\")\n            else:\n                click.secho(\n                    \"⚠️  System keychain unavailable. API key stored in encrypted file.\",\n                    fg=\"yellow\"\n                )\n        \n        if base_url:\n            click.secho(f\"✓ Base URL: {base_url}\", fg=\"green\")\n        \n        if main_model:\n            click.secho(f\"✓ Main model: {main_model}\", fg=\"green\")\n        \n        if cluster_model:\n            click.secho(f\"✓ Cluster model: {cluster_model}\", fg=\"green\")\n            \n            # Warn if not using top-tier model for clustering\n            if not is_top_tier_model(cluster_model):\n                click.secho(\n                    \"\\n⚠️  Cluster model is not a top-tier LLM. \"\n                    \"Documentation quality may be suboptimal.\",\n                    fg=\"yellow\"\n                )\n                click.echo(\n                    \"   Recommended models: claude-opus, claude-sonnet-4, gpt-4, gpt-4-turbo\"\n                )\n        \n        if fallback_model:\n            click.secho(f\"✓ Fallback model: {fallback_model}\", fg=\"green\")\n        \n        if max_tokens:\n            click.secho(f\"✓ Max tokens: {max_tokens}\", fg=\"green\")\n        \n        if max_token_per_module:\n            click.secho(f\"✓ Max token per module: {max_token_per_module}\", fg=\"green\")\n        \n        if max_token_per_leaf_module:\n            click.secho(f\"✓ Max token per leaf module: {max_token_per_leaf_module}\", fg=\"green\")\n        \n        if max_depth:\n            click.secho(f\"✓ Max depth: {max_depth}\", fg=\"green\")\n\n        if provider:\n            click.secho(f\"✓ Provider: {provider}\", fg=\"green\")\n\n        if aws_region:\n            click.secho(f\"✓ AWS Region: {aws_region}\", fg=\"green\")\n\n        if api_version:\n            click.secho(f\"✓ API Version: {api_version}\", fg=\"green\")\n\n        if azure_deployment:\n            click.secho(f\"✓ Azure Deployment: {azure_deployment}\", fg=\"green\")\n\n        click.echo(\"\\n\" + click.style(\"Configuration updated successfully.\", fg=\"green\", bold=True))\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e))",
     "start_line": 112,
@@ -115,21 +115,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function config_set",
-    "component_id": "codewiki/cli/commands/config.py::config_set",
+    "component_id": "codewiki\\cli\\commands\\config.py::config_set",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/config.py::config_show": {
-    "id": "codewiki/cli/commands/config.py::config_show",
+  "codewiki\\cli\\commands\\config.py::config_show": {
+    "id": "codewiki\\cli\\commands\\config.py::config_show",
     "name": "config_show",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
-    "relative_path": "codewiki/cli/commands/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
+    "relative_path": "codewiki\\cli\\commands\\config.py",
     "depends_on": [
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/utils/validation.py::mask_api_key",
-      "codewiki/cli/utils/errors.py::handle_error"
+      "codewiki\\cli\\config_manager.py::ConfigManager",
+      "codewiki\\cli\\utils\\errors.py::handle_error",
+      "codewiki\\cli\\utils\\validation.py::mask_api_key",
+      "codewiki\\src\\be\\backend.py::is_caw_provider"
     ],
     "source_code": "def config_show(output_json: bool):\n    \"\"\"\n    Display current configuration.\n    \n    API keys are masked for security (showing only first and last 4 characters).\n    \n    Examples:\n    \n    \\b\n    # Display configuration\n    $ codewiki config show\n    \n    \\b\n    # Display as JSON\n    $ codewiki config show --json\n    \"\"\"\n    try:\n        manager = ConfigManager()\n        \n        if not manager.load():\n            click.secho(\"\\n✗ Configuration not found.\", fg=\"red\", err=True)\n            click.echo(\"\\nPlease run 'codewiki config set' to configure your API credentials:\")\n            click.echo(\"  codewiki config set --api-key <key> --base-url <url> \\\\\")\n            click.echo(\"    --main-model <model> --cluster-model <model> --fallback-model <model>\")\n            click.echo(\"\\nFor more help: codewiki config set --help\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        config = manager.get_config()\n        api_key = manager.get_api_key()\n        \n        if output_json:\n            # JSON output\n            output = {\n                \"api_key\": mask_api_key(api_key) if api_key else \"Not set\",\n                \"api_key_storage\": \"keychain\" if manager.keyring_available else \"encrypted_file\",\n                \"base_url\": config.base_url if config else \"\",\n                \"main_model\": config.main_model if config else \"\",\n                \"cluster_model\": config.cluster_model if config else \"\",\n                \"fallback_model\": config.fallback_model if config else \"glm-4p5\",\n                \"default_output\": config.default_output if config else \"docs\",\n                \"max_tokens\": config.max_tokens if config else 32768,\n                \"max_token_per_module\": config.max_token_per_module if config else 36369,\n                \"max_token_per_leaf_module\": config.max_token_per_leaf_module if config else 16000,\n                \"max_depth\": config.max_depth if config else 2,\n                \"agent_instructions\": config.agent_instructions.to_dict() if config and config.agent_instructions else {},\n                \"config_file\": str(manager.config_file_path)\n            }\n            click.echo(json.dumps(output, indent=2))\n        else:\n            # Human-readable output\n            click.echo()\n            click.secho(\"CodeWiki Configuration\", fg=\"blue\", bold=True)\n            click.echo(\"━\" * 40)\n            click.echo()\n            \n            from codewiki.src.be.backend import is_caw_provider\n            caw_mode = bool(config) and is_caw_provider(config.provider)\n\n            click.secho(\"Credentials\", fg=\"cyan\", bold=True)\n            if caw_mode:\n                cli_name = \"claude\" if config.provider == \"claude-code\" else \"codex\"\n                click.secho(\n                    f\"  Subscription mode: authenticate via '{cli_name} login' (no API key needed)\",\n                    fg=\"cyan\",\n                )\n            elif api_key:\n                storage = \"system keychain\" if manager.keyring_available else \"encrypted file\"\n                click.echo(f\"  API Key:          {mask_api_key(api_key)} (in {storage})\")\n            else:\n                click.secho(\"  API Key:          Not set\", fg=\"yellow\")\n\n            click.echo()\n            click.secho(\"API Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Provider:         {config.provider}\")\n                click.echo(f\"  Main Model:       {config.main_model or 'Not set'}\")\n                if not caw_mode:\n                    click.echo(f\"  Base URL:         {config.base_url or 'Not set'}\")\n                    click.echo(f\"  Cluster Model:    {config.cluster_model or 'Not set'}\")\n                    click.echo(f\"  Fallback Model:   {config.fallback_model or 'Not set'}\")\n                    if config.provider == \"bedrock\":\n                        click.echo(f\"  AWS Region:       {config.aws_region}\")\n                    elif config.provider == \"azure-openai\":\n                        click.echo(f\"  API Version:      {config.api_version}\")\n                        click.echo(f\"  Azure Deployment: {config.azure_deployment or 'Not set'}\")\n            else:\n                click.secho(\"  Not configured\", fg=\"yellow\")\n            \n            click.echo()\n            click.secho(\"Output Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Default Output:   {config.default_output}\")\n            \n            click.echo()\n            click.secho(\"Token Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Max Tokens:              {config.max_tokens}\")\n                click.echo(f\"  Max Token/Module:        {config.max_token_per_module}\")\n                click.echo(f\"  Max Token/Leaf Module:   {config.max_token_per_leaf_module}\")\n            \n            click.echo()\n            click.secho(\"Decomposition Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Max Depth:               {config.max_depth}\")\n            \n            click.echo()\n            click.secho(\"Agent Instructions\", fg=\"cyan\", bold=True)\n            if config and config.agent_instructions and not config.agent_instructions.is_empty():\n                agent = config.agent_instructions\n                if agent.include_patterns:\n                    click.echo(f\"  Include patterns:   {', '.join(agent.include_patterns)}\")\n                if agent.exclude_patterns:\n                    click.echo(f\"  Exclude patterns:   {', '.join(agent.exclude_patterns)}\")\n                if agent.focus_modules:\n                    click.echo(f\"  Focus modules:      {', '.join(agent.focus_modules)}\")\n                if agent.doc_type:\n                    click.echo(f\"  Doc type:           {agent.doc_type}\")\n                if agent.custom_instructions:\n                    click.echo(f\"  Custom instructions: {agent.custom_instructions[:50]}...\")\n            else:\n                click.secho(\"  Using defaults (no custom settings)\", fg=\"yellow\")\n            \n            click.echo()\n            click.echo(f\"Configuration file: {manager.config_file_path}\")\n            click.echo()\n        \n    except Exception as e:\n        sys.exit(handle_error(e))",
     "start_line": 317,
@@ -143,22 +143,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function config_show",
-    "component_id": "codewiki/cli/commands/config.py::config_show",
+    "component_id": "codewiki\\cli\\commands\\config.py::config_show",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/config.py::config_validate": {
-    "id": "codewiki/cli/commands/config.py::config_validate",
+  "codewiki\\cli\\commands\\config.py::config_validate": {
+    "id": "codewiki\\cli\\commands\\config.py::config_validate",
     "name": "config_validate",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
-    "relative_path": "codewiki/cli/commands/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
+    "relative_path": "codewiki\\cli\\commands\\config.py",
     "depends_on": [
-      "codewiki/cli/utils/validation.py::is_top_tier_model",
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/utils/errors.py::handle_error",
-      "codewiki/cli/utils/validation.py::validate_url"
+      "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
+      "codewiki\\src\\be\\backend.py::is_caw_provider",
+      "codewiki\\cli\\config_manager.py::ConfigManager",
+      "codewiki\\cli\\utils\\validation.py::validate_url",
+      "codewiki\\cli\\utils\\errors.py::handle_error"
     ],
     "source_code": "def config_validate(quick: bool, verbose: bool):\n    \"\"\"\n    Validate configuration and test LLM API connectivity.\n    \n    Checks:\n      • Configuration file exists and is valid\n      • API key is present\n      • API settings are correctly formatted\n      • (Optional) API connectivity test\n    \n    Examples:\n    \n    \\b\n    # Full validation with API test\n    $ codewiki config validate\n    \n    \\b\n    # Quick validation (config only)\n    $ codewiki config validate --quick\n    \n    \\b\n    # Verbose output\n    $ codewiki config validate --verbose\n    \"\"\"\n    try:\n        click.echo()\n        click.secho(\"Validating configuration...\", fg=\"blue\", bold=True)\n        click.echo()\n        \n        manager = ConfigManager()\n        \n        # Step 1: Check config file\n        if verbose:\n            click.echo(\"[1/5] Checking configuration file...\")\n            click.echo(f\"      Path: {manager.config_file_path}\")\n        \n        if not manager.load():\n            click.secho(\"✗ Configuration file not found\", fg=\"red\")\n            click.echo()\n            click.echo(\"Error: Configuration is incomplete. Run 'codewiki config set --help' for setup instructions.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        if verbose:\n            click.secho(\"      ✓ File exists\", fg=\"green\")\n            click.secho(\"      ✓ Valid JSON format\", fg=\"green\")\n        else:\n            click.secho(\"✓ Configuration file exists\", fg=\"green\")\n        \n        # Load config early so we know the provider for the rest of the checks.\n        config = manager.get_config()\n        from codewiki.src.be.backend import is_caw_provider\n        caw_mode = bool(config) and is_caw_provider(config.provider)\n\n        # Step 2: Check API key (skipped for subscription providers)\n        if verbose:\n            click.echo()\n            click.echo(\"[2/5] Checking API key...\")\n\n        if caw_mode:\n            if verbose:\n                click.secho(\"      ✓ API key not required (subscription mode)\", fg=\"green\")\n            else:\n                click.secho(\"✓ API key not required (subscription mode)\", fg=\"green\")\n        else:\n            if verbose:\n                storage = \"system keychain\" if manager.keyring_available else \"encrypted file\"\n                click.echo(f\"      Storage: {storage}\")\n\n            api_key = manager.get_api_key()\n            if not api_key:\n                click.secho(\"✗ API key missing\", fg=\"red\")\n                click.echo()\n                click.echo(\"Error: API key not set. Run 'codewiki config set --api-key <key>'\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(f\"      ✓ API key retrieved\", fg=\"green\")\n                click.secho(f\"      ✓ Length: {len(api_key)} characters\", fg=\"green\")\n            else:\n                click.secho(\"✓ API key present (stored in keychain)\", fg=\"green\")\n\n        # Step 3: Check base URL (skipped for subscription providers)\n        if verbose:\n            click.echo()\n            click.echo(\"[3/5] Checking base URL...\")\n\n        if caw_mode:\n            if verbose:\n                click.secho(\"      ✓ Base URL not required (subscription mode)\", fg=\"green\")\n            else:\n                click.secho(\"✓ Base URL not required (subscription mode)\", fg=\"green\")\n        else:\n            if verbose:\n                click.echo(f\"      URL: {config.base_url}\")\n\n            if not config.base_url:\n                click.secho(\"✗ Base URL not set\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            try:\n                validate_url(config.base_url)\n                if verbose:\n                    click.secho(\"      ✓ Valid HTTPS URL\", fg=\"green\")\n                else:\n                    click.secho(f\"✓ Base URL valid: {config.base_url}\", fg=\"green\")\n            except ConfigurationError as e:\n                click.secho(f\"✗ Invalid base URL: {e.message}\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Step 4: Check models\n        if verbose:\n            click.echo()\n            click.echo(\"[4/5] Checking model configuration...\")\n            click.echo(f\"      Main model: {config.main_model}\")\n            if not caw_mode:\n                click.echo(f\"      Cluster model: {config.cluster_model}\")\n                click.echo(f\"      Fallback model: {config.fallback_model}\")\n\n        if caw_mode:\n            if not config.main_model:\n                click.secho(\"✗ Main model not configured\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n            if verbose:\n                click.secho(\"      ✓ Main model configured\", fg=\"green\")\n            else:\n                click.secho(f\"✓ Main model configured: {config.main_model}\", fg=\"green\")\n        else:\n            if not config.main_model or not config.cluster_model or not config.fallback_model:\n                click.secho(\"✗ Models not configured\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(\"      ✓ Models configured\", fg=\"green\")\n            else:\n                click.secho(f\"✓ Main model configured: {config.main_model}\", fg=\"green\")\n                click.secho(f\"✓ Cluster model configured: {config.cluster_model}\", fg=\"green\")\n                click.secho(f\"✓ Fallback model configured: {config.fallback_model}\", fg=\"green\")\n\n            # Warn about non-top-tier cluster model\n            if not is_top_tier_model(config.cluster_model):\n                click.secho(\n                    \"⚠️  Cluster model is not top-tier. Consider using claude-sonnet-4 or gpt-4.\",\n                    fg=\"yellow\"\n                )\n\n        # Step 5: API connectivity test (unless --quick)\n        if caw_mode:\n            if verbose:\n                click.echo()\n                click.echo(\"[5/5] Checking CLI availability...\")\n\n            import shutil\n            cli_name = \"claude\" if config.provider == \"claude-code\" else \"codex\"\n            cli_path = shutil.which(cli_name)\n            if not cli_path:\n                click.secho(f\"✗ {cli_name} CLI not found in PATH\", fg=\"red\")\n                click.echo(\n                    f\"\\nInstall the {cli_name} CLI and run '{cli_name} login' \"\n                    f\"to authenticate, then re-run this command.\"\n                )\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(f\"      ✓ {cli_name} CLI found at {cli_path}\", fg=\"green\")\n                click.secho(\n                    f\"      ↳ Ensure '{cli_name} login' has been run on this host.\",\n                    fg=\"cyan\",\n                )\n            else:\n                click.secho(f\"✓ {cli_name} CLI available (run '{cli_name} login' if not yet authenticated)\", fg=\"green\")\n        elif not quick:\n            if verbose:\n                click.echo()\n                click.echo(\"[5/5] Testing API connectivity...\")\n                click.echo(f\"      URL: {config.base_url}\")\n\n            try:\n                base_url_lower = (config.base_url or \"\").lower()\n                provider = getattr(config, 'provider', 'openai-compatible')\n                if provider == \"azure-openai\" or \".openai.azure.com\" in base_url_lower:\n                    # Use Azure OpenAI SDK\n                    from openai import AzureOpenAI\n                    client = AzureOpenAI(\n                        api_key=api_key,\n                        api_version=config.api_version,\n                        azure_endpoint=config.base_url,\n                    )\n                    client.models.list()\n                elif \"api.anthropic.com\" in base_url_lower:\n                    # Use Anthropic SDK for native Anthropic endpoints\n                    import anthropic\n                    client = anthropic.Anthropic(api_key=api_key)\n                    client.models.list(limit=1)\n                else:\n                    # Use OpenAI SDK for OpenAI-compatible endpoints\n                    from openai import OpenAI\n                    client = OpenAI(api_key=api_key, base_url=config.base_url)\n                    client.models.list()\n\n                if verbose:\n                    click.secho(\"      ✓ API responded successfully\", fg=\"green\")\n                else:\n                    click.secho(\"✓ API connectivity test successful\", fg=\"green\")\n            except Exception as e:\n                click.secho(\"✗ API connectivity test failed\", fg=\"red\")\n                if verbose:\n                    click.echo(f\"      Error: {e}\")\n                sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Success\n        click.echo()\n        click.secho(\"✓ Configuration is valid!\", fg=\"green\", bold=True)\n        click.echo()\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
     "start_line": 459,
@@ -173,21 +173,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function config_validate",
-    "component_id": "codewiki/cli/commands/config.py::config_validate",
+    "component_id": "codewiki\\cli\\commands\\config.py::config_validate",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/config.py::config_agent": {
-    "id": "codewiki/cli/commands/config.py::config_agent",
+  "codewiki\\cli\\commands\\config.py::config_agent": {
+    "id": "codewiki\\cli\\commands\\config.py::config_agent",
     "name": "config_agent",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/config.py",
-    "relative_path": "codewiki/cli/commands/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
+    "relative_path": "codewiki\\cli\\commands\\config.py",
     "depends_on": [
-      "codewiki/cli/models/config.py::AgentInstructions",
-      "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/commands/config.py::parse_patterns",
-      "codewiki/cli/utils/errors.py::handle_error"
+      "codewiki\\cli\\utils\\errors.py::handle_error",
+      "codewiki\\cli\\models\\config.py::AgentInstructions",
+      "codewiki\\cli\\config_manager.py::ConfigManager",
+      "codewiki\\cli\\commands\\config.py::parse_patterns"
     ],
     "source_code": "def config_agent(\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    clear: bool\n):\n    \"\"\"\n    Configure default agent instructions for documentation generation.\n    \n    These settings are used as defaults when running 'codewiki generate'.\n    Runtime options (--include, --exclude, etc.) override these defaults.\n    \n    Examples:\n    \n    \\b\n    # Set include patterns for C# projects\n    $ codewiki config agent --include \"*.cs\"\n    \n    \\b\n    # Exclude test projects\n    $ codewiki config agent --exclude \"*Tests*,*Specs*,test_*\"\n    \n    \\b\n    # Focus on specific modules\n    $ codewiki config agent --focus \"src/core,src/api\"\n    \n    \\b\n    # Set default doc type\n    $ codewiki config agent --doc-type architecture\n    \n    \\b\n    # Add custom instructions\n    $ codewiki config agent --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Clear all agent instructions\n    $ codewiki config agent --clear\n    \"\"\"\n    try:\n        manager = ConfigManager()\n        \n        if not manager.load():\n            click.secho(\"\\n✗ Configuration not found.\", fg=\"red\", err=True)\n            click.echo(\"\\nPlease run 'codewiki config set' first to configure your API credentials.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        config = manager.get_config()\n        \n        if clear:\n            # Clear all agent instructions\n            config.agent_instructions = AgentInstructions()\n            manager.save()\n            click.echo()\n            click.secho(\"✓ Agent instructions cleared\", fg=\"green\")\n            click.echo()\n            return\n        \n        # Check if at least one option is provided\n        if not any([include, exclude, focus, doc_type, instructions]):\n            # Display current settings\n            click.echo()\n            click.secho(\"Agent Instructions\", fg=\"blue\", bold=True)\n            click.echo(\"━\" * 40)\n            click.echo()\n            \n            agent = config.agent_instructions\n            if agent and not agent.is_empty():\n                if agent.include_patterns:\n                    click.echo(f\"  Include patterns:   {', '.join(agent.include_patterns)}\")\n                if agent.exclude_patterns:\n                    click.echo(f\"  Exclude patterns:   {', '.join(agent.exclude_patterns)}\")\n                if agent.focus_modules:\n                    click.echo(f\"  Focus modules:      {', '.join(agent.focus_modules)}\")\n                if agent.doc_type:\n                    click.echo(f\"  Doc type:           {agent.doc_type}\")\n                if agent.custom_instructions:\n                    click.echo(f\"  Custom instructions: {agent.custom_instructions}\")\n            else:\n                click.secho(\"  No agent instructions configured (using defaults)\", fg=\"yellow\")\n            \n            click.echo()\n            click.echo(\"Use 'codewiki config agent --help' for usage information.\")\n            click.echo()\n            return\n        \n        # Update agent instructions\n        current = config.agent_instructions or AgentInstructions()\n        \n        if include is not None:\n            current.include_patterns = parse_patterns(include) if include else None\n        if exclude is not None:\n            current.exclude_patterns = parse_patterns(exclude) if exclude else None\n        if focus is not None:\n            current.focus_modules = parse_patterns(focus) if focus else None\n        if doc_type is not None:\n            current.doc_type = doc_type if doc_type else None\n        if instructions is not None:\n            current.custom_instructions = instructions if instructions else None\n        \n        config.agent_instructions = current\n        manager.save()\n        \n        # Display success messages\n        click.echo()\n        if include:\n            click.secho(f\"✓ Include patterns: {parse_patterns(include)}\", fg=\"green\")\n        if exclude:\n            click.secho(f\"✓ Exclude patterns: {parse_patterns(exclude)}\", fg=\"green\")\n        if focus:\n            click.secho(f\"✓ Focus modules: {parse_patterns(focus)}\", fg=\"green\")\n        if doc_type:\n            click.secho(f\"✓ Doc type: {doc_type}\", fg=\"green\")\n        if instructions:\n            click.secho(f\"✓ Custom instructions set\", fg=\"green\")\n        \n        click.echo(\"\\n\" + click.style(\"Agent instructions updated successfully.\", fg=\"green\", bold=True))\n        click.echo()\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e))",
     "start_line": 720,
@@ -206,16 +206,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function config_agent",
-    "component_id": "codewiki/cli/commands/config.py::config_agent",
+    "component_id": "codewiki\\cli\\commands\\config.py::config_agent",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/generate.py::parse_patterns": {
-    "id": "codewiki/cli/commands/generate.py::parse_patterns",
+  "codewiki\\cli\\commands\\generate.py::parse_patterns": {
+    "id": "codewiki\\cli\\commands\\generate.py::parse_patterns",
     "name": "parse_patterns",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
-    "relative_path": "codewiki/cli/commands/generate.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
+    "relative_path": "codewiki\\cli\\commands\\generate.py",
     "depends_on": [],
     "source_code": "def parse_patterns(patterns_str: str) -> List[str]:\n    \"\"\"Parse comma-separated patterns into a list.\"\"\"\n    if not patterns_str:\n        return []\n    return [p.strip() for p in patterns_str.split(',') if p.strip()]",
     "start_line": 35,
@@ -229,16 +229,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function parse_patterns",
-    "component_id": "codewiki/cli/commands/generate.py::parse_patterns",
+    "component_id": "codewiki\\cli\\commands\\generate.py::parse_patterns",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/generate.py::_detect_changed_files": {
-    "id": "codewiki/cli/commands/generate.py::_detect_changed_files",
+  "codewiki\\cli\\commands\\generate.py::_detect_changed_files": {
+    "id": "codewiki\\cli\\commands\\generate.py::_detect_changed_files",
     "name": "_detect_changed_files",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
-    "relative_path": "codewiki/cli/commands/generate.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
+    "relative_path": "codewiki\\cli\\commands\\generate.py",
     "depends_on": [],
     "source_code": "def _detect_changed_files(\n    repo_path: Path,\n    output_dir: Path,\n    logger,\n    verbose: bool\n) -> Optional[List[str]]:\n    \"\"\"\n    Detect files changed since the last documentation generation.\n\n    Reads the commit_id from metadata.json and compares with current HEAD\n    using git diff. When running inside a subdirectory of a monorepo,\n    only files under that subdirectory are returned.\n\n    Returns list of changed file paths relative to repo_path, or None if\n    unable to determine (e.g., no metadata, not a git repo).\n    \"\"\"\n    import json\n\n    metadata_path = output_dir / \"metadata.json\"\n    if not metadata_path.exists():\n        if verbose:\n            logger.debug(\"No metadata.json found — cannot detect changes, running full generation.\")\n        return None\n\n    try:\n        metadata = json.loads(metadata_path.read_text())\n        prev_commit = metadata.get(\"generation_info\", {}).get(\"commit_id\")\n        if not prev_commit:\n            if verbose:\n                logger.debug(\"No commit_id in metadata — running full generation.\")\n            return None\n    except (json.JSONDecodeError, OSError):\n        return None\n\n    # Get current HEAD commit\n    try:\n        import git\n        repo = git.Repo(repo_path, search_parent_directories=True)\n        current_commit = repo.head.commit.hexsha\n    except Exception:\n        if verbose:\n            logger.debug(\"Cannot access git repo — running full generation.\")\n        return None\n\n    if prev_commit == current_commit:\n        if verbose:\n            logger.debug(f\"HEAD is still at {current_commit[:8]} — no changes.\")\n        return []\n\n    # Determine subdirectory prefix relative to the git root\n    if repo.working_tree_dir is None:\n        if verbose:\n            logger.debug(\"Bare git repository — running full generation.\")\n        return None\n    git_root = Path(repo.working_tree_dir).resolve()\n    repo_path_resolved = repo_path.resolve()\n    try:\n        subpath_prefix = repo_path_resolved.relative_to(git_root).as_posix()\n    except ValueError:\n        # repo_path is outside git root — shouldn't happen, but fall back to full generation\n        if verbose:\n            logger.debug(\"Repo path is outside git root — running full generation.\")\n        return None\n\n    # Get changed files between previous and current commit\n    try:\n        diff_index = repo.commit(prev_commit).diff(current_commit)\n        changed = []\n        for diff in diff_index:\n            if diff.a_path:\n                changed.append(diff.a_path)\n            if diff.b_path and diff.b_path != diff.a_path:\n                changed.append(diff.b_path)\n\n        # Filter to files under the current subdirectory and strip the prefix\n        # so paths align with module_tree.json component paths\n        filtered = []\n        if subpath_prefix == \".\":\n            filtered = changed\n        else:\n            prefix = subpath_prefix + \"/\"\n            for path in changed:\n                if path.startswith(prefix):\n                    filtered.append(path[len(prefix):])\n\n        if verbose:\n            logger.debug(f\"Changes between {prev_commit[:8]} and {current_commit[:8]}:\")\n            if subpath_prefix != \".\":\n                logger.debug(f\"  Scoped to subdirectory: {subpath_prefix}\")\n            for f in filtered[:10]:\n                logger.debug(f\"  {f}\")\n            if len(filtered) > 10:\n                logger.debug(f\"  ... and {len(filtered) - 10} more\")\n\n        return filtered\n    except Exception as e:\n        if verbose:\n            logger.debug(f\"Git diff failed: {e} — running full generation.\")\n        return None",
     "start_line": 42,
@@ -255,16 +255,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _detect_changed_files",
-    "component_id": "codewiki/cli/commands/generate.py::_detect_changed_files",
+    "component_id": "codewiki\\cli\\commands\\generate.py::_detect_changed_files",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/generate.py::_invalidate_affected_modules": {
-    "id": "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
+  "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules": {
+    "id": "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
     "name": "_invalidate_affected_modules",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
-    "relative_path": "codewiki/cli/commands/generate.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
+    "relative_path": "codewiki\\cli\\commands\\generate.py",
     "depends_on": [],
     "source_code": "def _invalidate_affected_modules(\n    output_dir: Path,\n    changed_files: List[str],\n    logger,\n    verbose: bool\n):\n    \"\"\"\n    Remove cached module documentation for modules that contain changed files.\n\n    Reads module_tree.json to find which modules contain changed files,\n    then deletes their .md files so they get regenerated.\n    \"\"\"\n    import json\n\n    module_tree_path = output_dir / \"module_tree.json\"\n    if not module_tree_path.exists():\n        return\n\n    try:\n        module_tree = json.loads(module_tree_path.read_text())\n    except (json.JSONDecodeError, OSError):\n        return\n\n    changed_set = set(changed_files)\n    modules_to_invalidate = set()\n\n    def _find_affected(tree, parent_names=None):\n        if parent_names is None:\n            parent_names = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            # Check if any component path overlaps with changed files\n            for comp in components:\n                # Component IDs may be class names, check if they match any changed file path\n                if any(changed_file in comp or comp in changed_file for changed_file in changed_set):\n                    modules_to_invalidate.add(mod_name)\n                    # Also invalidate parent modules\n                    for parent in parent_names:\n                        modules_to_invalidate.add(parent)\n                    break\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _find_affected(children, parent_names + [mod_name])\n\n    _find_affected(module_tree)\n\n    # Also remove overview.md since it depends on child docs\n    if modules_to_invalidate:\n        modules_to_invalidate.add(\"overview\")\n\n    # Delete affected module docs\n    for mod_name in modules_to_invalidate:\n        doc_path = output_dir / f\"{mod_name}.md\"\n        if doc_path.exists():\n            doc_path.unlink()\n            if verbose:\n                logger.debug(f\"Invalidated: {doc_path.name}\")\n\n    if verbose:\n        logger.debug(f\"Invalidated {len(modules_to_invalidate)} modules for regeneration.\")",
     "start_line": 143,
@@ -281,18 +281,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _invalidate_affected_modules",
-    "component_id": "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
+    "component_id": "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/generate.py::_find_affected": {
-    "id": "codewiki/cli/commands/generate.py::_find_affected",
+  "codewiki\\cli\\commands\\generate.py::_find_affected": {
+    "id": "codewiki\\cli\\commands\\generate.py::_find_affected",
     "name": "_find_affected",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
-    "relative_path": "codewiki/cli/commands/generate.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
+    "relative_path": "codewiki\\cli\\commands\\generate.py",
     "depends_on": [
-      "codewiki/cli/commands/generate.py::_find_affected"
+      "codewiki\\cli\\commands\\generate.py::_find_affected"
     ],
     "source_code": "    def _find_affected(tree, parent_names=None):\n        if parent_names is None:\n            parent_names = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            # Check if any component path overlaps with changed files\n            for comp in components:\n                # Component IDs may be class names, check if they match any changed file path\n                if any(changed_file in comp or comp in changed_file for changed_file in changed_set):\n                    modules_to_invalidate.add(mod_name)\n                    # Also invalidate parent modules\n                    for parent in parent_names:\n                        modules_to_invalidate.add(parent)\n                    break\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _find_affected(children, parent_names + [mod_name])",
     "start_line": 169,
@@ -307,38 +307,38 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _find_affected",
-    "component_id": "codewiki/cli/commands/generate.py::_find_affected",
+    "component_id": "codewiki\\cli\\commands\\generate.py::_find_affected",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/commands/generate.py::generate_command": {
-    "id": "codewiki/cli/commands/generate.py::generate_command",
+  "codewiki\\cli\\commands\\generate.py::generate_command": {
+    "id": "codewiki\\cli\\commands\\generate.py::generate_command",
     "name": "generate_command",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/commands/generate.py",
-    "relative_path": "codewiki/cli/commands/generate.py",
-    "depends_on": [
-      "codewiki/cli/commands/generate.py::parse_patterns",
-      "codewiki/cli/adapters/doc_generator.py::CLIDocumentationGenerator",
-      "codewiki/cli/utils/errors.py::handle_error",
-      "codewiki/cli/models/config.py::AgentInstructions",
-      "codewiki/cli/git_manager.py::GitManager",
-      "codewiki/cli/utils/repo_validator.py::check_writable_output",
-      "codewiki/cli/utils/repo_validator.py::get_git_branch",
-      "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
-      "codewiki/cli/commands/generate.py::_invalidate_affected_modules",
-      "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
-      "codewiki/cli/utils/repo_validator.py::validate_repository",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/cli/utils/repo_validator.py::is_git_repository",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/cli/models/job.py::GenerationOptions",
-      "codewiki/cli/utils/errors.py::success",
-      "codewiki/cli/utils/errors.py::ConfigurationError",
-      "codewiki/cli/config_manager.py::ConfigManager",
-      "codewiki/cli/utils/logging.py::create_logger",
-      "codewiki/cli/commands/generate.py::_detect_changed_files",
-      "codewiki/cli/utils/errors.py::RepositoryError"
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
+    "relative_path": "codewiki\\cli\\commands\\generate.py",
+    "depends_on": [
+      "codewiki\\cli\\utils\\errors.py::success",
+      "codewiki\\cli\\utils\\logging.py::create_logger",
+      "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
+      "codewiki\\cli\\git_manager.py::GitManager",
+      "codewiki\\cli\\commands\\generate.py::parse_patterns",
+      "codewiki\\cli\\utils\\errors.py::handle_error",
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
+      "codewiki\\cli\\utils\\errors.py::warning",
+      "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
+      "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
+      "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
+      "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
+      "codewiki\\cli\\config_manager.py::ConfigManager",
+      "codewiki\\cli\\models\\job.py::GenerationOptions",
+      "codewiki\\cli\\utils\\errors.py::ConfigurationError",
+      "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
+      "codewiki\\cli\\utils\\errors.py::RepositoryError",
+      "codewiki\\cli\\models\\config.py::AgentInstructions",
+      "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
+      "codewiki\\cli\\commands\\generate.py::_detect_changed_files"
     ],
     "source_code": "def generate_command(\n    ctx,\n    output: str,\n    create_branch: bool,\n    github_pages: bool,\n    no_cache: bool,\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    verbose: bool,\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    update: bool = False\n):\n    \"\"\"\n    Generate comprehensive documentation for a code repository.\n    \n    Analyzes the current repository and generates documentation using LLM-powered\n    analysis. Documentation is output to ./docs/ by default.\n    \n    Examples:\n    \n    \\b\n    # Basic generation\n    $ codewiki generate\n    \n    \\b\n    # With git branch creation and GitHub Pages\n    $ codewiki generate --create-branch --github-pages\n    \n    \\b\n    # Force full regeneration\n    $ codewiki generate --no-cache\n    \n    \\b\n    # C# project: only .cs files, exclude tests\n    $ codewiki generate --include \"*.cs\" --exclude \"*Tests*,*Specs*\"\n    \n    \\b\n    # Focus on specific modules with architecture docs\n    $ codewiki generate --focus \"src/core,src/api\" --doc-type architecture\n    \n    \\b\n    # Custom instructions\n    $ codewiki generate --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Override max tokens for this generation\n    $ codewiki generate --max-tokens 16384\n    \n    \\b\n    # Set all max token limits\n    $ codewiki generate --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n    \n    \\b\n    # Override max depth for hierarchical decomposition\n    $ codewiki generate --max-depth 3\n    \"\"\"\n    logger = create_logger(verbose=verbose)\n    start_time = time.time()\n    \n    # Suppress httpx INFO logs\n    logging.getLogger(\"httpx\").setLevel(logging.WARNING)\n    \n    try:\n        # Pre-generation checks\n        logger.step(\"Validating configuration...\", 1, 4)\n        \n        # Load configuration\n        config_manager = ConfigManager()\n        if not config_manager.load():\n            raise ConfigurationError(\n                \"Configuration not found or invalid.\\n\\n\"\n                \"Please run 'codewiki config set' to configure your LLM API credentials:\\n\"\n                \"  codewiki config set --api-key <your-api-key> --base-url <api-url> \\\\\\n\"\n                \"    --main-model <model> --cluster-model <model>\\n\\n\"\n                \"For more help: codewiki config --help\"\n            )\n        \n        if not config_manager.is_configured():\n            raise ConfigurationError(\n                \"Configuration is incomplete. Please run 'codewiki config validate'\"\n            )\n        \n        config = config_manager.get_config()\n        api_key = config_manager.get_api_key()\n        \n        logger.success(\"Configuration valid\")\n        \n        # Validate repository\n        logger.step(\"Validating repository...\", 2, 4)\n        \n        repo_path = Path.cwd()\n        repo_path, languages = validate_repository(repo_path)\n        \n        logger.success(f\"Repository valid: {repo_path.name}\")\n        if verbose:\n            logger.debug(f\"Detected languages: {', '.join(f'{lang} ({count} files)' for lang, count in languages)}\")\n        \n        # Check git repository\n        if not is_git_repository(repo_path):\n            if create_branch:\n                raise RepositoryError(\n                    \"Not a git repository.\\n\\n\"\n                    \"The --create-branch flag requires a git repository.\\n\\n\"\n                    \"To initialize a git repository: git init\"\n                )\n            else:\n                logger.warning(\"Not a git repository. Git features unavailable.\")\n        \n        # Validate output directory\n        output_dir = Path(output).expanduser().resolve()\n        check_writable_output(output_dir.parent)\n        \n        logger.success(f\"Output directory: {output_dir}\")\n        \n        # Incremental update: detect changed files and selectively regenerate\n        changed_files = None\n        if update and output_dir.exists():\n            changed_files = _detect_changed_files(repo_path, output_dir, logger, verbose)\n            if changed_files is not None and len(changed_files) == 0:\n                logger.success(\"No changes detected since last generation. Documentation is up to date.\")\n                sys.exit(EXIT_SUCCESS)\n            if changed_files is not None:\n                logger.info(f\"  Detected {len(changed_files)} changed files — regenerating affected modules.\")\n                # Remove cached module docs for affected files so they get regenerated\n                _invalidate_affected_modules(output_dir, changed_files, logger, verbose)\n\n        # Check for existing documentation\n        if not update and output_dir.exists() and list(output_dir.glob(\"*.md\")):\n            if not click.confirm(\n                f\"\\n{output_dir} already contains documentation. Overwrite?\",\n                default=True\n            ):\n                logger.info(\"Generation cancelled by user.\")\n                sys.exit(EXIT_SUCCESS)\n        \n        # Git branch creation (if requested)\n        branch_name = None\n        if create_branch:\n            logger.step(\"Creating git branch...\", 3, 4)\n            \n            from codewiki.cli.git_manager import GitManager\n            \n            git_manager = GitManager(repo_path)\n            \n            # Check clean working directory\n            is_clean, status_msg = git_manager.check_clean_working_directory()\n            if not is_clean:\n                raise RepositoryError(\n                    \"Working directory has uncommitted changes.\\n\\n\"\n                    f\"{status_msg}\\n\\n\"\n                    \"Cannot create documentation branch with uncommitted changes.\\n\"\n                    \"Please commit or stash your changes first:\\n\"\n                    \"  git add -A && git commit -m \\\"Your message\\\"\\n\"\n                    \"  # or\\n\"\n                    \"  git stash\"\n                )\n            \n            # Create branch\n            branch_name = git_manager.create_documentation_branch()\n            logger.success(f\"Created branch: {branch_name}\")\n        \n        # Generate documentation\n        logger.step(\"Generating documentation...\", 4, 4)\n        click.echo()\n        \n        # Create generation options\n        generation_options = GenerationOptions(\n            create_branch=create_branch,\n            github_pages=github_pages,\n            no_cache=no_cache,\n            custom_output=output if output != \"docs\" else None\n        )\n        \n        # Create runtime agent instructions from CLI options\n        runtime_instructions = None\n        if any([include, exclude, focus, doc_type, instructions]):\n            runtime_instructions = AgentInstructions(\n                include_patterns=parse_patterns(include) if include else None,\n                exclude_patterns=parse_patterns(exclude) if exclude else None,\n                focus_modules=parse_patterns(focus) if focus else None,\n                doc_type=doc_type,\n                custom_instructions=instructions,\n            )\n            \n            if verbose:\n                if include:\n                    logger.debug(f\"Include patterns: {parse_patterns(include)}\")\n                if exclude:\n                    logger.debug(f\"Exclude patterns: {parse_patterns(exclude)}\")\n                if focus:\n                    logger.debug(f\"Focus modules: {parse_patterns(focus)}\")\n                if doc_type:\n                    logger.debug(f\"Doc type: {doc_type}\")\n                if instructions:\n                    logger.debug(f\"Custom instructions: {instructions}\")\n        \n        # Log max token settings if verbose\n        if verbose:\n            effective_max_tokens = max_tokens if max_tokens is not None else config.max_tokens\n            effective_max_token_per_module = max_token_per_module if max_token_per_module is not None else config.max_token_per_module\n            effective_max_token_per_leaf = max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module\n            effective_max_depth = max_depth if max_depth is not None else config.max_depth\n            logger.debug(f\"Max tokens: {effective_max_tokens}\")\n            logger.debug(f\"Max token/module: {effective_max_token_per_module}\")\n            logger.debug(f\"Max token/leaf module: {effective_max_token_per_leaf}\")\n            logger.debug(f\"Max depth: {effective_max_depth}\")\n        \n        # Get agent instructions (merge runtime with persistent)\n        agent_instructions_dict = None\n        if runtime_instructions and not runtime_instructions.is_empty():\n            # Merge with persistent settings\n            merged = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or (config.agent_instructions.include_patterns if config.agent_instructions else None),\n                exclude_patterns=runtime_instructions.exclude_patterns or (config.agent_instructions.exclude_patterns if config.agent_instructions else None),\n                focus_modules=runtime_instructions.focus_modules or (config.agent_instructions.focus_modules if config.agent_instructions else None),\n                doc_type=runtime_instructions.doc_type or (config.agent_instructions.doc_type if config.agent_instructions else None),\n                custom_instructions=runtime_instructions.custom_instructions or (config.agent_instructions.custom_instructions if config.agent_instructions else None),\n            )\n            agent_instructions_dict = merged.to_dict()\n        elif config.agent_instructions and not config.agent_instructions.is_empty():\n            agent_instructions_dict = config.agent_instructions.to_dict()\n        \n        # Create generator\n        # Get commit_id early so it can be stored in metadata.json for --update support\n        commit_id = get_git_commit_hash(repo_path)\n        generator = CLIDocumentationGenerator(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            config={\n                'main_model': config.main_model,\n                'cluster_model': config.cluster_model,\n                'fallback_model': config.fallback_model,\n                'base_url': config.base_url,\n                'api_key': api_key,\n                'provider': getattr(config, 'provider', 'openai-compatible'),\n                'aws_region': getattr(config, 'aws_region', 'us-east-1'),\n                'agent_instructions': agent_instructions_dict,\n                # Max token settings (runtime overrides take precedence)\n                'max_tokens': max_tokens if max_tokens is not None else config.max_tokens,\n                'max_token_per_module': max_token_per_module if max_token_per_module is not None else config.max_token_per_module,\n                'max_token_per_leaf_module': max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module,\n                # Max depth setting (runtime override takes precedence)\n                'max_depth': max_depth if max_depth is not None else config.max_depth,\n            },\n            verbose=verbose,\n            generate_html=github_pages,\n            commit_id=commit_id,\n        )\n        \n        # Run generation\n        job = generator.generate()\n        \n        # Post-generation\n        generation_time = time.time() - start_time\n        \n        # Get repository info\n        repo_url = None\n        current_branch = get_git_branch(repo_path)\n        \n        if is_git_repository(repo_path):\n            try:\n                import git\n                repo = git.Repo(repo_path)\n                if repo.remotes:\n                    repo_url = repo.remotes.origin.url\n            except:\n                pass\n        \n        # Display instructions\n        display_post_generation_instructions(\n            output_dir=output_dir,\n            repo_name=repo_path.name,\n            repo_url=repo_url,\n            branch_name=branch_name,\n            github_pages=github_pages,\n            files_generated=job.files_generated,\n            statistics={\n                'module_count': job.module_count,\n                'total_files_analyzed': job.statistics.total_files_analyzed,\n                'generation_time': generation_time,\n                'total_tokens_used': job.statistics.total_tokens_used,\n            }\n        )\n        \n    except ConfigurationError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except RepositoryError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except APIError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except KeyboardInterrupt:\n        click.echo(\"\\n\\nInterrupted by user\")\n        sys.exit(130)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
     "start_line": 299,
@@ -367,25 +367,25 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function generate_command",
-    "component_id": "codewiki/cli/commands/generate.py::generate_command",
+    "component_id": "codewiki\\cli\\commands\\generate.py::generate_command",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/config_manager.py::ConfigManager": {
-    "id": "codewiki/cli/config_manager.py::ConfigManager",
+  "codewiki\\cli\\config_manager.py::ConfigManager": {
+    "id": "codewiki\\cli\\config_manager.py::ConfigManager",
     "name": "ConfigManager",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/config_manager.py",
-    "relative_path": "codewiki/cli/config_manager.py",
-    "depends_on": [
-      "codewiki/cli/utils/fs.py::safe_write",
-      "codewiki/cli/models/config.py::Configuration",
-      "codewiki/cli/utils/errors.py::ConfigurationError",
-      "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/cli/models/config.py::AgentInstructions",
-      "codewiki/cli/utils/fs.py::safe_read"
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\config_manager.py",
+    "relative_path": "codewiki\\cli\\config_manager.py",
+    "depends_on": [
+      "codewiki\\cli\\models\\config.py::AgentInstructions",
+      "codewiki\\cli\\utils\\fs.py::safe_read",
+      "codewiki\\cli\\utils\\fs.py::ensure_directory",
+      "codewiki\\src\\be\\backend.py::is_caw_provider",
+      "codewiki\\cli\\models\\config.py::Configuration",
+      "codewiki\\cli\\utils\\errors.py::warning",
+      "codewiki\\cli\\utils\\errors.py::ConfigurationError",
+      "codewiki\\cli\\utils\\fs.py::safe_write"
     ],
     "source_code": "class ConfigManager:\n    \"\"\"\n    Manages CodeWiki configuration with secure keyring storage for API keys.\n\n    Storage:\n        - API key: System keychain via keyring (macOS Keychain, Windows Credential Manager,\n                  Linux Secret Service)\n        - Fallback: ~/.codewiki/credentials.json when keyring is unavailable\n        - Other settings: ~/.codewiki/config.json\n\n    Set CODEWIKI_NO_KEYRING=1 to skip keyring and use file-based storage.\n    \"\"\"\n\n    def __init__(self):\n        \"\"\"Initialize the configuration manager.\"\"\"\n        self._api_key: Optional[str] = None\n        self._config: Optional[Configuration] = None\n        self._force_no_keyring = os.environ.get(\"CODEWIKI_NO_KEYRING\", \"\").strip() in (\"1\", \"true\", \"yes\")\n        self._keyring_available = self._check_keyring_available()\n\n    def _check_keyring_available(self) -> bool:\n        \"\"\"Check if system keyring is available.\"\"\"\n        if self._force_no_keyring:\n            logger.debug(\"Keyring disabled via CODEWIKI_NO_KEYRING\")\n            return False\n        try:\n            # Try to get/set a test value\n            keyring.get_password(KEYRING_SERVICE, \"__test__\")\n            return True\n        except (KeyringError, Exception):\n            return False\n\n    def _load_api_key_from_file(self) -> Optional[str]:\n        \"\"\"Load API key from fallback credentials file.\"\"\"\n        if not CREDENTIALS_FILE.exists():\n            return None\n        try:\n            content = safe_read(CREDENTIALS_FILE)\n            data = json.loads(content)\n            return data.get(\"api_key\")\n        except (json.JSONDecodeError, FileSystemError):\n            return None\n\n    def _save_api_key_to_file(self, api_key: str):\n        \"\"\"Save API key to fallback credentials file (plaintext).\"\"\"\n        ensure_directory(CONFIG_DIR)\n        data = {\"api_key\": api_key}\n        safe_write(CREDENTIALS_FILE, json.dumps(data, indent=2))\n        # Restrict file permissions (owner read/write only)\n        try:\n            CREDENTIALS_FILE.chmod(0o600)\n        except OSError:\n            pass\n    \n    def load(self) -> bool:\n        \"\"\"\n        Load configuration from file and keyring.\n        \n        Returns:\n            True if configuration exists, False otherwise\n        \"\"\"\n        # Load from JSON file\n        if not CONFIG_FILE.exists():\n            return False\n        \n        try:\n            content = safe_read(CONFIG_FILE)\n            data = json.loads(content)\n            \n            # Validate version\n            if data.get('version') != CONFIG_VERSION:\n                # Could implement migration here\n                pass\n            \n            self._config = Configuration.from_dict(data)\n            \n            # Load API key from keyring, falling back to file\n            if self._keyring_available:\n                try:\n                    self._api_key = keyring.get_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n                except (KeyringError, Exception):\n                    pass\n            if self._api_key is None:\n                self._api_key = self._load_api_key_from_file()\n            \n            return True\n        except (json.JSONDecodeError, FileSystemError) as e:\n            raise ConfigurationError(f\"Failed to load configuration: {e}\")\n    \n    def save(\n        self,\n        api_key: Optional[str] = None,\n        base_url: Optional[str] = None,\n        main_model: Optional[str] = None,\n        cluster_model: Optional[str] = None,\n        fallback_model: Optional[str] = None,\n        default_output: Optional[str] = None,\n        max_tokens: Optional[int] = None,\n        max_token_per_module: Optional[int] = None,\n        max_token_per_leaf_module: Optional[int] = None,\n        max_depth: Optional[int] = None,\n        provider: Optional[str] = None,\n        aws_region: Optional[str] = None,\n        api_version: Optional[str] = None,\n        azure_deployment: Optional[str] = None\n    ):\n        \"\"\"\n        Save configuration to file and keyring.\n\n        Args:\n            api_key: API key (stored in keyring)\n            base_url: LLM API base URL\n            main_model: Primary model\n            cluster_model: Clustering model\n            fallback_model: Fallback model\n            default_output: Default output directory\n            max_tokens: Maximum tokens for LLM response\n            max_token_per_module: Maximum tokens per module for clustering\n            max_token_per_leaf_module: Maximum tokens per leaf module\n            max_depth: Maximum depth for hierarchical decomposition\n            provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n            aws_region: AWS region for Bedrock provider\n            api_version: Azure OpenAI API version\n            azure_deployment: Azure OpenAI deployment name\n        \"\"\"\n        # Ensure config directory exists\n        try:\n            ensure_directory(CONFIG_DIR)\n        except FileSystemError as e:\n            raise ConfigurationError(f\"Cannot create config directory: {e}\")\n        \n        # Load existing config or create new\n        if self._config is None:\n            if CONFIG_FILE.exists():\n                self.load()\n            else:\n                from codewiki.cli.models.config import AgentInstructions\n                self._config = Configuration(\n                    base_url=\"\",\n                    main_model=\"\",\n                    cluster_model=\"\",\n                    fallback_model=\"glm-4p5\",\n                    default_output=\"docs\",\n                    agent_instructions=AgentInstructions()\n                )\n        \n        # Update fields if provided\n        if base_url is not None:\n            self._config.base_url = base_url\n        if main_model is not None:\n            self._config.main_model = main_model\n        if cluster_model is not None:\n            self._config.cluster_model = cluster_model\n        if fallback_model is not None:\n            self._config.fallback_model = fallback_model\n        if default_output is not None:\n            self._config.default_output = default_output\n        if max_tokens is not None:\n            self._config.max_tokens = max_tokens\n        if max_token_per_module is not None:\n            self._config.max_token_per_module = max_token_per_module\n        if max_token_per_leaf_module is not None:\n            self._config.max_token_per_leaf_module = max_token_per_leaf_module\n        if max_depth is not None:\n            self._config.max_depth = max_depth\n        if provider is not None:\n            self._config.provider = provider\n        if aws_region is not None:\n            self._config.aws_region = aws_region\n        if api_version is not None:\n            self._config.api_version = api_version\n        if azure_deployment is not None:\n            self._config.azure_deployment = azure_deployment\n\n        # Validate configuration whenever the minimum required fields are set.\n        # Caw providers only need main_model; API providers need base_url +\n        # cluster_model on top of that.  The validate() method itself routes\n        # by provider, so we only gate on whether enough is set to validate.\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self._config.provider):\n            if self._config.main_model:\n                self._config.validate()\n        elif self._config.base_url and self._config.main_model and self._config.cluster_model:\n            self._config.validate()\n        \n        # Save API key to keyring, falling back to file\n        if api_key is not None:\n            self._api_key = api_key\n            if self._keyring_available:\n                try:\n                    keyring.set_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT, api_key)\n                except (KeyringError, Exception):\n                    # Keyring failed at runtime — fall back to file\n                    self._keyring_available = False\n                    self._save_api_key_to_file(api_key)\n                    logger.warning(\n                        \"System keychain unavailable. API key stored in %s \"\n                        \"(plaintext). Set CODEWIKI_NO_KEYRING=1 to suppress this warning.\",\n                        CREDENTIALS_FILE\n                    )\n            else:\n                self._save_api_key_to_file(api_key)\n        \n        # Save non-sensitive config to JSON\n        config_data = {\n            \"version\": CONFIG_VERSION,\n            **self._config.to_dict()\n        }\n        \n        try:\n            safe_write(CONFIG_FILE, json.dumps(config_data, indent=2))\n        except FileSystemError as e:\n            raise ConfigurationError(f\"Failed to save configuration: {e}\")\n    \n    def get_api_key(self) -> Optional[str]:\n        \"\"\"\n        Get API key from keyring or fallback file.\n\n        Returns:\n            API key or None if not set\n        \"\"\"\n        if self._api_key is None:\n            if self._keyring_available:\n                try:\n                    self._api_key = keyring.get_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n                except (KeyringError, Exception):\n                    pass\n            if self._api_key is None:\n                self._api_key = self._load_api_key_from_file()\n\n        return self._api_key\n    \n    def get_config(self) -> Optional[Configuration]:\n        \"\"\"\n        Get current configuration.\n        \n        Returns:\n            Configuration object or None if not loaded\n        \"\"\"\n        return self._config\n    \n    def is_configured(self) -> bool:\n        \"\"\"\n        Check if configuration is complete and valid.\n\n        Subscription-mode providers (claude-code, codex) do not require an\n        API key — they authenticate via the underlying CLI's OAuth.\n\n        Returns:\n            True if configured, False otherwise\n        \"\"\"\n        if self._config is None:\n            return False\n\n        from codewiki.src.be.backend import is_caw_provider\n        if not is_caw_provider(self._config.provider):\n            # Check if API key is set\n            if self.get_api_key() is None:\n                return False\n\n        # Check if config is complete\n        return self._config.is_complete()\n    \n    def delete_api_key(self):\n        \"\"\"Delete API key from keyring and fallback file.\"\"\"\n        if self._keyring_available:\n            try:\n                keyring.delete_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n            except (KeyringError, Exception):\n                pass\n        # Also remove fallback credentials file\n        if CREDENTIALS_FILE.exists():\n            try:\n                CREDENTIALS_FILE.unlink()\n            except OSError:\n                pass\n        self._api_key = None\n    \n    def clear(self):\n        \"\"\"Clear all configuration (file and keyring).\"\"\"\n        # Delete API key from keyring\n        self.delete_api_key()\n        \n        # Delete config file\n        if CONFIG_FILE.exists():\n            CONFIG_FILE.unlink()\n        \n        self._config = None\n        self._api_key = None\n    \n    @property\n    def keyring_available(self) -> bool:\n        \"\"\"Check if keyring is available.\"\"\"\n        return self._keyring_available\n    \n    @property\n    def config_file_path(self) -> Path:\n        \"\"\"Get configuration file path.\"\"\"\n        return CONFIG_FILE",
     "start_line": 34,
@@ -397,18 +397,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class ConfigManager",
-    "component_id": "codewiki/cli/config_manager.py::ConfigManager",
+    "component_id": "codewiki\\cli\\config_manager.py::ConfigManager",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/git_manager.py::GitManager": {
-    "id": "codewiki/cli/git_manager.py::GitManager",
+  "codewiki\\cli\\git_manager.py::GitManager": {
+    "id": "codewiki\\cli\\git_manager.py::GitManager",
     "name": "GitManager",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/git_manager.py",
-    "relative_path": "codewiki/cli/git_manager.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\git_manager.py",
+    "relative_path": "codewiki\\cli\\git_manager.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::RepositoryError"
+      "codewiki\\cli\\utils\\errors.py::RepositoryError"
     ],
     "source_code": "class GitManager:\n    \"\"\"\n    Manages git operations for documentation generation.\n    \n    Handles:\n    - Status checking\n    - Branch creation\n    - Committing documentation\n    - Remote detection\n    \"\"\"\n    \n    def __init__(self, repo_path: Path):\n        \"\"\"\n        Initialize git manager.\n        \n        Args:\n            repo_path: Path to git repository\n            \n        Raises:\n            RepositoryError: If not a valid git repository\n        \"\"\"\n        self.repo_path = Path(repo_path).expanduser().resolve()\n        \n        try:\n            self.repo = git.Repo(repo_path, search_parent_directories=True)\n        except git.InvalidGitRepositoryError:\n            raise RepositoryError(\n                f\"Not a git repository: {repo_path}\\n\\n\"\n                \"To initialize a git repository: git init\"\n            )\n    \n    def check_clean_working_directory(self) -> Tuple[bool, str]:\n        \"\"\"\n        Check if working directory is clean (no uncommitted changes).\n        \n        Returns:\n            Tuple of (is_clean, status_message)\n        \"\"\"\n        if self.repo.is_dirty(untracked_files=True):\n            status_lines = []\n            \n            # Changed files\n            changed = [item.a_path for item in self.repo.index.diff(None)]\n            if changed:\n                status_lines.append(f\"Modified: {', '.join(changed[:3])}\")\n                if len(changed) > 3:\n                    status_lines.append(f\"... and {len(changed) - 3} more\")\n            \n            # Untracked files\n            untracked = self.repo.untracked_files\n            if untracked:\n                status_lines.append(f\"Untracked: {', '.join(untracked[:3])}\")\n                if len(untracked) > 3:\n                    status_lines.append(f\"... and {len(untracked) - 3} more\")\n            \n            return False, \"\\n\".join(status_lines)\n        \n        return True, \"Working directory is clean\"\n    \n    def create_documentation_branch(self, force: bool = False) -> str:\n        \"\"\"\n        Create a new documentation branch with timestamp.\n        \n        Args:\n            force: Force creation even if dirty working directory\n            \n        Returns:\n            Branch name\n            \n        Raises:\n            RepositoryError: If working directory is dirty (unless force=True)\n        \"\"\"\n        # Check working directory\n        if not force:\n            is_clean, status_msg = self.check_clean_working_directory()\n            if not is_clean:\n                raise RepositoryError(\n                    \"Working directory has uncommitted changes.\\n\\n\"\n                    f\"{status_msg}\\n\\n\"\n                    \"Cannot create documentation branch with uncommitted changes.\\n\"\n                    \"Please commit or stash your changes first:\\n\"\n                    \"  git status\\n\"\n                    \"  git add -A && git commit -m \\\"Your message\\\"\\n\"\n                    \"  # or\\n\"\n                    \"  git stash\\n\\n\"\n                    \"Then re-run: codewiki generate --create-branch\"\n                )\n        \n        # Generate branch name with timestamp\n        timestamp = datetime.now().strftime(\"%Y%m%d-%H%M%S\")\n        branch_name = f\"docs/codewiki-{timestamp}\"\n        \n        # Check if branch already exists (shouldn't happen with timestamp)\n        existing_branches = [b.name for b in self.repo.branches]\n        if branch_name in existing_branches:\n            # Append counter\n            counter = 1\n            while f\"{branch_name}-{counter}\" in existing_branches:\n                counter += 1\n            branch_name = f\"{branch_name}-{counter}\"\n        \n        try:\n            # Create and checkout new branch\n            new_branch = self.repo.create_head(branch_name)\n            new_branch.checkout()\n            return branch_name\n        except GitCommandError as e:\n            raise RepositoryError(f\"Failed to create branch: {e}\")\n    \n    def commit_documentation(\n        self,\n        docs_path: Path,\n        message: Optional[str] = None\n    ) -> str:\n        \"\"\"\n        Commit generated documentation.\n        \n        Args:\n            docs_path: Path to documentation directory\n            message: Commit message (optional)\n            \n        Returns:\n            Commit hash\n            \n        Raises:\n            RepositoryError: If commit fails\n        \"\"\"\n        if message is None:\n            message = \"Add generated documentation\\n\\nGenerated by CodeWiki CLI\"\n        \n        try:\n            # Add documentation files\n            self.repo.index.add([str(docs_path)])\n            \n            # Commit\n            commit = self.repo.index.commit(message)\n            \n            return commit.hexsha\n        except GitCommandError as e:\n            raise RepositoryError(f\"Failed to commit documentation: {e}\")\n    \n    def get_remote_url(self, remote_name: str = \"origin\") -> Optional[str]:\n        \"\"\"\n        Get remote repository URL.\n        \n        Args:\n            remote_name: Name of remote (default: origin)\n            \n        Returns:\n            Remote URL or None if no remote\n        \"\"\"\n        try:\n            remote = self.repo.remote(remote_name)\n            return remote.url\n        except ValueError:\n            return None\n    \n    def get_current_branch(self) -> str:\n        \"\"\"\n        Get current branch name.\n        \n        Returns:\n            Branch name\n        \"\"\"\n        try:\n            return self.repo.active_branch.name\n        except TypeError:\n            # Detached HEAD\n            return \"HEAD\"\n    \n    def get_commit_hash(self) -> str:\n        \"\"\"\n        Get current commit hash.\n        \n        Returns:\n            Commit hash\n        \"\"\"\n        return self.repo.head.commit.hexsha\n    \n    def branch_exists(self, branch_name: str) -> bool:\n        \"\"\"\n        Check if a branch exists.\n        \n        Args:\n            branch_name: Branch name to check\n            \n        Returns:\n            True if exists, False otherwise\n        \"\"\"\n        return branch_name in [b.name for b in self.repo.branches]\n    \n    def get_github_pr_url(self, branch_name: str) -> Optional[str]:\n        \"\"\"\n        Get GitHub PR creation URL for a branch.\n        \n        Args:\n            branch_name: Branch name\n            \n        Returns:\n            PR URL or None if not a GitHub repo\n        \"\"\"\n        remote_url = self.get_remote_url()\n        if not remote_url or \"github.com\" not in remote_url:\n            return None\n        \n        # Clean URL\n        base_url = remote_url.rstrip('/').replace('.git', '')\n        \n        # Convert SSH to HTTPS\n        if base_url.startswith('git@github.com:'):\n            base_url = base_url.replace('git@github.com:', 'https://github.com/')\n        \n        return f\"{base_url}/compare/{branch_name}\"",
     "start_line": 14,
@@ -420,21 +420,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class GitManager",
-    "component_id": "codewiki/cli/git_manager.py::GitManager",
+    "component_id": "codewiki\\cli\\git_manager.py::GitManager",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/html_generator.py::HTMLGenerator": {
-    "id": "codewiki/cli/html_generator.py::HTMLGenerator",
+  "codewiki\\cli\\html_generator.py::HTMLGenerator": {
+    "id": "codewiki\\cli\\html_generator.py::HTMLGenerator",
     "name": "HTMLGenerator",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/html_generator.py",
-    "relative_path": "codewiki/cli/html_generator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\html_generator.py",
+    "relative_path": "codewiki\\cli\\html_generator.py",
     "depends_on": [
-      "codewiki/cli/utils/fs.py::safe_write",
-      "codewiki/src/fe/visualise_docs.py::load_module_tree",
-      "codewiki/cli/utils/errors.py::FileSystemError",
-      "codewiki/cli/utils/fs.py::safe_read"
+      "codewiki\\cli\\utils\\fs.py::safe_read",
+      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
+      "codewiki\\cli\\utils\\fs.py::safe_write",
+      "codewiki\\cli\\utils\\errors.py::FileSystemError"
     ],
     "source_code": "class HTMLGenerator:\n    \"\"\"\n    Generates static HTML documentation viewer for GitHub Pages.\n    \n    Creates a self-contained index.html with embedded styles, scripts,\n    and configuration for client-side markdown rendering.\n    \"\"\"\n    \n    def __init__(self, template_dir: Optional[Path] = None):\n        \"\"\"\n        Initialize HTML generator.\n        \n        Args:\n            template_dir: Path to template directory (default: package templates)\n        \"\"\"\n        if template_dir is None:\n            # Use package templates\n            template_dir = Path(__file__).parent.parent / \"templates\" / \"github_pages\"\n        \n        self.template_dir = Path(template_dir)\n        \n    \n    def load_module_tree(self, docs_dir: Path) -> Dict[str, Any]:\n        \"\"\"\n        Load module tree from documentation directory.\n        \n        Args:\n            docs_dir: Documentation directory path\n            \n        Returns:\n            Module tree structure\n        \"\"\"\n        module_tree_path = docs_dir / \"module_tree.json\"\n        if not module_tree_path.exists():\n            # Fallback to a simple structure\n            return {\n                \"Overview\": {\n                    \"description\": \"Repository overview\",\n                    \"components\": [],\n                    \"children\": {}\n                }\n            }\n        \n        try:\n            content = safe_read(module_tree_path)\n            return json.loads(content)\n        except Exception as e:\n            raise FileSystemError(f\"Failed to load module tree: {e}\")\n    \n    def load_metadata(self, docs_dir: Path) -> Optional[Dict[str, Any]]:\n        \"\"\"\n        Load metadata from documentation directory.\n        \n        Args:\n            docs_dir: Documentation directory path\n            \n        Returns:\n            Metadata dictionary or None if not found\n        \"\"\"\n        metadata_path = docs_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            return None\n        \n        try:\n            content = safe_read(metadata_path)\n            return json.loads(content)\n        except Exception:\n            # Non-critical, return None\n            return None\n            \n    def generate(\n        self,\n        output_path: Path,\n        title: str,\n        module_tree: Optional[Dict[str, Any]] = None,\n        repository_url: Optional[str] = None,\n        github_pages_url: Optional[str] = None,\n        config: Optional[Dict[str, Any]] = None,\n        docs_dir: Optional[Path] = None,\n        metadata: Optional[Dict[str, Any]] = None\n    ):\n        \"\"\"\n        Generate HTML documentation viewer.\n        \n        Args:\n            output_path: Output file path (index.html)\n            title: Documentation title\n            module_tree: Module tree structure (auto-loaded from docs_dir if not provided)\n            repository_url: GitHub repository URL\n            github_pages_url: Expected GitHub Pages URL\n            config: Additional configuration\n            docs_dir: Documentation directory (for auto-loading module_tree and metadata)\n            metadata: Metadata dictionary (auto-loaded from docs_dir if not provided)\n        \"\"\"\n        # Auto-load module_tree and metadata from docs_dir if not provided\n        if docs_dir:\n            if module_tree is None:\n                module_tree = self.load_module_tree(docs_dir)\n            if metadata is None:\n                metadata = self.load_metadata(docs_dir)\n        \n        # Default values\n        if module_tree is None:\n            module_tree = {}\n        if config is None:\n            config = {}\n        \n        # Load template\n        template_path = self.template_dir / \"viewer_template.html\"\n        if not template_path.exists():\n            raise FileSystemError(f\"Template not found: {template_path}\")\n        \n        template_content = safe_read(template_path)\n        \n        # Build info content HTML\n        info_content = self._build_info_content(metadata)\n        show_info = \"block\" if info_content else \"none\"\n        \n        # Build repository link\n        repo_link = \"\"\n        if repository_url:\n            repo_link = f'<a href=\"{repository_url}\" class=\"repo-link\" target=\"_blank\">🔗 View Repository</a>'\n        \n        # Determine docs base path\n        # For GitHub Pages: relative path to docs folder\n        # For local: relative path to docs folder\n        docs_base_path = \"\"\n        if docs_dir and output_path.parent != docs_dir:\n            # Calculate relative path from output to docs\n            try:\n                docs_base_path = Path(docs_dir.name).as_posix()\n            except Exception:\n                docs_base_path = \".\"\n        \n        # Prepare JSON data for embedding\n        config_json = json.dumps(config, indent=2)\n        module_tree_json = json.dumps(module_tree, indent=2)\n        metadata_json = json.dumps(metadata, indent=2) if metadata else \"null\"\n        \n        # Replace placeholders\n        html_content = template_content\n        replacements = {\n            \"{{TITLE}}\": self._escape_html(title),\n            \"{{REPO_LINK}}\": repo_link,\n            \"{{SHOW_INFO}}\": show_info,\n            \"{{INFO_CONTENT}}\": info_content,\n            \"{{CONFIG_JSON}}\": config_json,\n            \"{{MODULE_TREE_JSON}}\": module_tree_json,\n            \"{{METADATA_JSON}}\": metadata_json,\n            \"{{DOCS_BASE_PATH}}\": docs_base_path,\n        }\n        \n        for placeholder, value in replacements.items():\n            html_content = html_content.replace(placeholder, value)\n        \n        # Write output\n        output_path = Path(output_path)\n        output_path.parent.mkdir(parents=True, exist_ok=True)\n        safe_write(output_path, html_content)\n    \n    def _build_info_content(self, metadata: Optional[Dict[str, Any]]) -> str:\n        \"\"\"\n        Build HTML content for repo info section.\n        \n        Args:\n            metadata: Metadata dictionary\n            \n        Returns:\n            HTML string for info content\n        \"\"\"\n        if not metadata or not metadata.get('generation_info'):\n            return \"\"\n        \n        info = metadata.get('generation_info', {})\n        stats = metadata.get('statistics', {})\n        \n        html_parts = []\n        \n        if info.get('main_model'):\n            html_parts.append(f'<div class=\"info-row\"><strong>Model:</strong> {self._escape_html(info[\"main_model\"])}</div>')\n        \n        if info.get('timestamp'):\n            try:\n                from datetime import datetime\n                timestamp = info['timestamp']\n                # Parse ISO format timestamp\n                if isinstance(timestamp, str):\n                    dt = datetime.fromisoformat(timestamp.replace('Z', '+00:00'))\n                    formatted_date = dt.strftime('%Y-%m-%d')\n                    html_parts.append(f'<div class=\"info-row\"><strong>Generated:</strong> {formatted_date}</div>')\n            except Exception:\n                pass\n        \n        if info.get('commit_id'):\n            commit_short = info['commit_id'][:8]\n            html_parts.append(f'<div class=\"info-row\"><strong>Commit:</strong> {commit_short}</div>')\n        \n        if stats.get('total_components'):\n            components_str = f\"{stats['total_components']:,}\"\n            html_parts.append(f'<div class=\"info-row\"><strong>Components:</strong> {components_str}</div>')\n        \n        if stats.get('max_depth'):\n            html_parts.append(f'<div class=\"info-row\"><strong>Max Depth:</strong> {stats[\"max_depth\"]}</div>')\n        \n        return '\\n                '.join(html_parts)\n    \n    def _escape_html(self, text: str) -> str:\n        \"\"\"\n        Escape HTML special characters.\n        \n        Args:\n            text: Text to escape\n            \n        Returns:\n            Escaped text\n        \"\"\"\n        return (text\n                .replace('&', '&amp;')\n                .replace('<', '&lt;')\n                .replace('>', '&gt;')\n                .replace('\"', '&quot;')\n                .replace(\"'\", '&#39;'))\n       \n\n    \n    def detect_repository_info(self, repo_path: Path) -> Dict[str, Optional[str]]:\n        \"\"\"\n        Detect repository information from git.\n        \n        Args:\n            repo_path: Repository path\n            \n        Returns:\n            Dictionary with 'name', 'url', 'github_pages_url'\n        \"\"\"\n        info = {\n            'name': repo_path.name,\n            'url': None,\n            'github_pages_url': None,\n        }\n        \n        try:\n            import git\n            repo = git.Repo(repo_path)\n            \n            # Get repository name\n            info['name'] = repo_path.name\n            \n            # Get remote URL\n            if repo.remotes:\n                remote_url = repo.remotes.origin.url\n                \n                # Clean URL\n                if remote_url.startswith('git@github.com:'):\n                    remote_url = remote_url.replace('git@github.com:', 'https://github.com/')\n                \n                remote_url = remote_url.rstrip('/').replace('.git', '')\n                info['url'] = remote_url\n                \n                # Compute GitHub Pages URL\n                if 'github.com' in remote_url:\n                    parts = remote_url.split('/')\n                    if len(parts) >= 2:\n                        owner = parts[-2]\n                        repo = parts[-1]\n                        info['github_pages_url'] = f\"https://{owner}.github.io/{repo}/\"\n        \n        except Exception:\n            pass\n        \n        return info",
     "start_line": 13,
@@ -446,16 +446,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class HTMLGenerator",
-    "component_id": "codewiki/cli/html_generator.py::HTMLGenerator",
+    "component_id": "codewiki\\cli\\html_generator.py::HTMLGenerator",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/main.py::cli": {
-    "id": "codewiki/cli/main.py::cli",
+  "codewiki\\cli\\main.py::cli": {
+    "id": "codewiki\\cli\\main.py::cli",
     "name": "cli",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/main.py",
-    "relative_path": "codewiki/cli/main.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\main.py",
+    "relative_path": "codewiki\\cli\\main.py",
     "depends_on": [],
     "source_code": "def cli(ctx):\n    \"\"\"\n    CodeWiki: Transform codebases into comprehensive documentation.\n    \n    Generate AI-powered documentation for your code repositories with support\n    for Python, Java, JavaScript, TypeScript, C, C++, and C#.\n    \"\"\"\n    # Ensure context object exists\n    ctx.ensure_object(dict)",
     "start_line": 15,
@@ -469,16 +469,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function cli",
-    "component_id": "codewiki/cli/main.py::cli",
+    "component_id": "codewiki\\cli\\main.py::cli",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/main.py::version": {
-    "id": "codewiki/cli/main.py::version",
+  "codewiki\\cli\\main.py::version": {
+    "id": "codewiki\\cli\\main.py::version",
     "name": "version",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/main.py",
-    "relative_path": "codewiki/cli/main.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\main.py",
+    "relative_path": "codewiki\\cli\\main.py",
     "depends_on": [],
     "source_code": "def version():\n    \"\"\"Display version information.\"\"\"\n    click.echo(f\"CodeWiki CLI v{__version__}\")\n    click.echo(\"Python-based documentation generator using AI analysis\")",
     "start_line": 27,
@@ -490,16 +490,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function version",
-    "component_id": "codewiki/cli/main.py::version",
+    "component_id": "codewiki\\cli\\main.py::version",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/main.py::mcp_command": {
-    "id": "codewiki/cli/main.py::mcp_command",
+  "codewiki\\cli\\main.py::mcp_command": {
+    "id": "codewiki\\cli\\main.py::mcp_command",
     "name": "mcp_command",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/main.py",
-    "relative_path": "codewiki/cli/main.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\main.py",
+    "relative_path": "codewiki\\cli\\main.py",
     "depends_on": [],
     "source_code": "def mcp_command():\n    \"\"\"Start CodeWiki as an MCP (Model Context Protocol) server.\n\n    Exposes documentation generation tools via MCP stdio transport.\n    Configure in your MCP client (Claude, Cursor, etc.) as:\n\n    \\b\n    {\n        \"mcpServers\": {\n            \"codewiki\": {\n                \"command\": \"codewiki\",\n                \"args\": [\"mcp\"]\n            }\n        }\n    }\n    \"\"\"\n    import asyncio\n    from codewiki.mcp.server import main as mcp_main\n    asyncio.run(mcp_main())",
     "start_line": 43,
@@ -511,18 +511,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function mcp_command",
-    "component_id": "codewiki/cli/main.py::mcp_command",
+    "component_id": "codewiki\\cli\\main.py::mcp_command",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/main.py::main": {
-    "id": "codewiki/cli/main.py::main",
+  "codewiki\\cli\\main.py::main": {
+    "id": "codewiki\\cli\\main.py::main",
     "name": "main",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/main.py",
-    "relative_path": "codewiki/cli/main.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\main.py",
+    "relative_path": "codewiki\\cli\\main.py",
     "depends_on": [
-      "codewiki/cli/main.py::cli"
+      "codewiki\\cli\\main.py::cli"
     ],
     "source_code": "def main():\n    \"\"\"Entry point for the CLI.\"\"\"\n    try:\n        cli(obj={})\n    except KeyboardInterrupt:\n        click.echo(\"\\n\\nInterrupted by user\", err=True)\n        sys.exit(130)\n    except Exception as e:\n        click.secho(f\"\\n✗ Unexpected error: {e}\", fg=\"red\", err=True)\n        sys.exit(1)",
     "start_line": 64,
@@ -534,16 +534,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function main",
-    "component_id": "codewiki/cli/main.py::main",
+    "component_id": "codewiki\\cli\\main.py::main",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/models/config.py::AgentInstructions": {
-    "id": "codewiki/cli/models/config.py::AgentInstructions",
+  "codewiki\\cli\\models\\config.py::AgentInstructions": {
+    "id": "codewiki\\cli\\models\\config.py::AgentInstructions",
     "name": "AgentInstructions",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/config.py",
-    "relative_path": "codewiki/cli/models/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\config.py",
+    "relative_path": "codewiki\\cli\\models\\config.py",
     "depends_on": [],
     "source_code": "class AgentInstructions:\n    \"\"\"\n    Custom instructions for the documentation agent.\n    \n    Allows users to customize:\n    - File filtering (include/exclude patterns)\n    - Module focus (prioritize certain modules)\n    - Documentation type (API docs, architecture docs, etc.)\n    - Custom instructions for the LLM\n    \n    Attributes:\n        include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n        exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\", \"*test*\"])\n        focus_modules: Modules to document in more detail\n        doc_type: Type of documentation to generate\n        custom_instructions: Additional instructions for the documentation agent\n    \"\"\"\n    include_patterns: Optional[List[str]] = None  # e.g., [\"*.cs\"] for C# projects\n    exclude_patterns: Optional[List[str]] = None  # e.g., [\"*Tests*\", \"*Specs*\"]\n    focus_modules: Optional[List[str]] = None  # e.g., [\"src/core\", \"src/api\"]\n    doc_type: Optional[str] = None  # e.g., \"api\", \"architecture\", \"user-guide\"\n    custom_instructions: Optional[str] = None  # Free-form instructions\n    \n    def to_dict(self) -> dict:\n        \"\"\"Convert to dictionary, excluding None values.\"\"\"\n        result = {}\n        if self.include_patterns:\n            result['include_patterns'] = self.include_patterns\n        if self.exclude_patterns:\n            result['exclude_patterns'] = self.exclude_patterns\n        if self.focus_modules:\n            result['focus_modules'] = self.focus_modules\n        if self.doc_type:\n            result['doc_type'] = self.doc_type\n        if self.custom_instructions:\n            result['custom_instructions'] = self.custom_instructions\n        return result\n    \n    @classmethod\n    def from_dict(cls, data: dict) -> 'AgentInstructions':\n        \"\"\"Create AgentInstructions from dictionary.\"\"\"\n        return cls(\n            include_patterns=data.get('include_patterns'),\n            exclude_patterns=data.get('exclude_patterns'),\n            focus_modules=data.get('focus_modules'),\n            doc_type=data.get('doc_type'),\n            custom_instructions=data.get('custom_instructions'),\n        )\n    \n    def is_empty(self) -> bool:\n        \"\"\"Check if all fields are empty/None.\"\"\"\n        return not any([\n            self.include_patterns,\n            self.exclude_patterns,\n            self.focus_modules,\n            self.doc_type,\n            self.custom_instructions,\n        ])\n    \n    def get_prompt_addition(self) -> str:\n        \"\"\"Generate prompt additions based on instructions.\"\"\"\n        additions = []\n        \n        if self.doc_type:\n            doc_type_instructions = {\n                'api': \"Focus on API documentation: endpoints, parameters, return types, and usage examples.\",\n                'architecture': \"Focus on architecture documentation: system design, component relationships, and data flow.\",\n                'user-guide': \"Focus on user guide documentation: how to use features, step-by-step tutorials.\",\n                'developer': \"Focus on developer documentation: code structure, contribution guidelines, and implementation details.\",\n            }\n            if self.doc_type.lower() in doc_type_instructions:\n                additions.append(doc_type_instructions[self.doc_type.lower()])\n            else:\n                additions.append(f\"Focus on generating {self.doc_type} documentation.\")\n        \n        if self.focus_modules:\n            additions.append(f\"Pay special attention to and provide more detailed documentation for these modules: {', '.join(self.focus_modules)}\")\n        \n        if self.custom_instructions:\n            additions.append(f\"Additional instructions: {self.custom_instructions}\")\n        \n        return \"\\n\".join(additions) if additions else \"\"",
     "start_line": 21,
@@ -555,21 +555,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class AgentInstructions",
-    "component_id": "codewiki/cli/models/config.py::AgentInstructions",
+    "component_id": "codewiki\\cli\\models\\config.py::AgentInstructions",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/models/config.py::Configuration": {
-    "id": "codewiki/cli/models/config.py::Configuration",
+  "codewiki\\cli\\models\\config.py::Configuration": {
+    "id": "codewiki\\cli\\models\\config.py::Configuration",
     "name": "Configuration",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/config.py",
-    "relative_path": "codewiki/cli/models/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\config.py",
+    "relative_path": "codewiki\\cli\\models\\config.py",
     "depends_on": [
-      "codewiki/cli/models/config.py::AgentInstructions",
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/cli/utils/validation.py::validate_model_name",
-      "codewiki/cli/utils/validation.py::validate_url"
+      "codewiki\\cli\\utils\\validation.py::validate_url",
+      "codewiki\\cli\\models\\config.py::AgentInstructions",
+      "codewiki\\cli\\utils\\validation.py::validate_model_name",
+      "codewiki\\src\\be\\backend.py::is_caw_provider"
     ],
     "source_code": "class Configuration:\n    \"\"\"\n    CodeWiki configuration data model.\n\n    Attributes:\n        base_url: LLM API base URL\n        main_model: Primary model for documentation generation\n        cluster_model: Model for module clustering\n        fallback_model: Fallback model for documentation generation\n        default_output: Default output directory\n        provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n        aws_region: AWS region for Bedrock provider\n        api_version: Azure OpenAI API version\n        azure_deployment: Azure OpenAI deployment name\n        max_tokens: Maximum tokens for LLM response (default: 32768)\n        max_token_per_module: Maximum tokens per module for clustering (default: 36369)\n        max_token_per_leaf_module: Maximum tokens per leaf module (default: 16000)\n        max_depth: Maximum depth for hierarchical decomposition (default: 2)\n        agent_instructions: Custom agent instructions for documentation generation\n    \"\"\"\n    base_url: str\n    main_model: str\n    cluster_model: str\n    fallback_model: str = \"glm-4p5\"\n    default_output: str = \"docs\"\n    provider: str = \"openai-compatible\"\n    aws_region: str = \"us-east-1\"\n    api_version: str = \"2024-12-01-preview\"\n    azure_deployment: str = \"\"\n    max_tokens: int = 32768\n    max_token_per_module: int = 36369\n    max_token_per_leaf_module: int = 16000\n    max_depth: int = 2\n    agent_instructions: AgentInstructions = field(default_factory=AgentInstructions)\n    \n    def validate(self):\n        \"\"\"\n        Validate all configuration fields.\n\n        Subscription-mode providers (claude-code, codex) authenticate via the\n        underlying CLI's OAuth and do not require a base URL or fallback model.\n\n        Raises:\n            ConfigurationError: If validation fails\n        \"\"\"\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self.provider):\n            validate_model_name(self.main_model)\n            return\n        validate_url(self.base_url)\n        validate_model_name(self.main_model)\n        validate_model_name(self.cluster_model)\n        validate_model_name(self.fallback_model)\n    \n    def to_dict(self) -> dict:\n        \"\"\"Convert to dictionary.\"\"\"\n        result = {\n            'base_url': self.base_url,\n            'main_model': self.main_model,\n            'cluster_model': self.cluster_model,\n            'default_output': self.default_output,\n            'provider': self.provider,\n            'aws_region': self.aws_region,\n            'api_version': self.api_version,\n            'azure_deployment': self.azure_deployment,\n            'max_tokens': self.max_tokens,\n            'max_token_per_module': self.max_token_per_module,\n            'max_token_per_leaf_module': self.max_token_per_leaf_module,\n            'max_depth': self.max_depth,\n            'fallback_model': self.fallback_model,\n        }\n        if self.agent_instructions and not self.agent_instructions.is_empty():\n            result['agent_instructions'] = self.agent_instructions.to_dict()\n        return result\n    \n    @classmethod\n    def from_dict(cls, data: dict) -> 'Configuration':\n        \"\"\"\n        Create Configuration from dictionary.\n        \n        Args:\n            data: Configuration dictionary\n            \n        Returns:\n            Configuration instance\n        \"\"\"\n        agent_instructions = AgentInstructions()\n        if 'agent_instructions' in data:\n            agent_instructions = AgentInstructions.from_dict(data['agent_instructions'])\n        \n        return cls(\n            base_url=data.get('base_url', ''),\n            main_model=data.get('main_model', ''),\n            cluster_model=data.get('cluster_model', ''),\n            fallback_model=data.get('fallback_model', 'glm-4p5'),\n            default_output=data.get('default_output', 'docs'),\n            provider=data.get('provider', 'openai-compatible'),\n            aws_region=data.get('aws_region', 'us-east-1'),\n            api_version=data.get('api_version', '2024-12-01-preview'),\n            azure_deployment=data.get('azure_deployment', ''),\n            max_tokens=data.get('max_tokens', 32768),\n            max_token_per_module=data.get('max_token_per_module', 36369),\n            max_token_per_leaf_module=data.get('max_token_per_leaf_module', 16000),\n            max_depth=data.get('max_depth', 2),\n            agent_instructions=agent_instructions,\n        )\n    \n    def is_complete(self) -> bool:\n        \"\"\"Check if all required fields are set.\n\n        Subscription-mode providers (claude-code, codex) only require\n        ``main_model``; ``base_url``, ``cluster_model`` and ``fallback_model``\n        are unused.\n        \"\"\"\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self.provider):\n            return bool(self.main_model)\n        return bool(\n            self.base_url and\n            self.main_model and\n            self.cluster_model and\n            self.fallback_model\n        )\n    \n    def to_backend_config(self, repo_path: str, output_dir: str, api_key: str, runtime_instructions: AgentInstructions = None):\n        \"\"\"\n        Convert CLI Configuration to Backend Config.\n        \n        This method bridges the gap between persistent user settings (CLI Configuration)\n        and runtime job configuration (Backend Config).\n        \n        Args:\n            repo_path: Path to the repository to document\n            output_dir: Output directory for generated documentation\n            api_key: LLM API key (from keyring)\n            runtime_instructions: Runtime agent instructions (override persistent settings)\n            \n        Returns:\n            Backend Config instance ready for documentation generation\n        \"\"\"\n        from codewiki.src.config import Config\n        \n        # Merge runtime instructions with persistent settings\n        # Runtime instructions take precedence\n        final_instructions = self.agent_instructions\n        if runtime_instructions and not runtime_instructions.is_empty():\n            final_instructions = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or self.agent_instructions.include_patterns,\n                exclude_patterns=runtime_instructions.exclude_patterns or self.agent_instructions.exclude_patterns,\n                focus_modules=runtime_instructions.focus_modules or self.agent_instructions.focus_modules,\n                doc_type=runtime_instructions.doc_type or self.agent_instructions.doc_type,\n                custom_instructions=runtime_instructions.custom_instructions or self.agent_instructions.custom_instructions,\n            )\n        \n        return Config.from_cli(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            llm_base_url=self.base_url,\n            llm_api_key=api_key,\n            main_model=self.main_model,\n            cluster_model=self.cluster_model,\n            fallback_model=self.fallback_model,\n            provider=self.provider,\n            aws_region=self.aws_region,\n            api_version=self.api_version,\n            azure_deployment=self.azure_deployment,\n            max_tokens=self.max_tokens,\n            max_token_per_module=self.max_token_per_module,\n            max_token_per_leaf_module=self.max_token_per_leaf_module,\n            max_depth=self.max_depth,\n            agent_instructions=final_instructions.to_dict() if final_instructions else None\n        )",
     "start_line": 106,
@@ -581,16 +581,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class Configuration",
-    "component_id": "codewiki/cli/models/config.py::Configuration",
+    "component_id": "codewiki\\cli\\models\\config.py::Configuration",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/models/job.py::JobStatus": {
-    "id": "codewiki/cli/models/job.py::JobStatus",
+  "codewiki\\cli\\models\\job.py::JobStatus": {
+    "id": "codewiki\\cli\\models\\job.py::JobStatus",
     "name": "JobStatus",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
-    "relative_path": "codewiki/cli/models/job.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
+    "relative_path": "codewiki\\cli\\models\\job.py",
     "depends_on": [],
     "source_code": "class JobStatus(str, Enum):\n    \"\"\"Documentation job status.\"\"\"\n    PENDING = \"pending\"\n    RUNNING = \"running\"\n    COMPLETED = \"completed\"\n    FAILED = \"failed\"",
     "start_line": 13,
@@ -605,16 +605,16 @@
     ],
     "class_name": null,
     "display_name": "class JobStatus",
-    "component_id": "codewiki/cli/models/job.py::JobStatus",
+    "component_id": "codewiki\\cli\\models\\job.py::JobStatus",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/models/job.py::GenerationOptions": {
-    "id": "codewiki/cli/models/job.py::GenerationOptions",
+  "codewiki\\cli\\models\\job.py::GenerationOptions": {
+    "id": "codewiki\\cli\\models\\job.py::GenerationOptions",
     "name": "GenerationOptions",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
-    "relative_path": "codewiki/cli/models/job.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
+    "relative_path": "codewiki\\cli\\models\\job.py",
     "depends_on": [],
     "source_code": "class GenerationOptions:\n    \"\"\"Options for documentation generation.\"\"\"\n    create_branch: bool = False\n    github_pages: bool = False\n    no_cache: bool = False\n    custom_output: Optional[str] = None",
     "start_line": 22,
@@ -626,16 +626,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class GenerationOptions",
-    "component_id": "codewiki/cli/models/job.py::GenerationOptions",
+    "component_id": "codewiki\\cli\\models\\job.py::GenerationOptions",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/models/job.py::JobStatistics": {
-    "id": "codewiki/cli/models/job.py::JobStatistics",
+  "codewiki\\cli\\models\\job.py::JobStatistics": {
+    "id": "codewiki\\cli\\models\\job.py::JobStatistics",
     "name": "JobStatistics",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
-    "relative_path": "codewiki/cli/models/job.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
+    "relative_path": "codewiki\\cli\\models\\job.py",
     "depends_on": [],
     "source_code": "class JobStatistics:\n    \"\"\"Statistics for a documentation job.\"\"\"\n    total_files_analyzed: int = 0\n    leaf_nodes: int = 0\n    max_depth: int = 0\n    total_tokens_used: int = 0",
     "start_line": 31,
@@ -647,16 +647,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class JobStatistics",
-    "component_id": "codewiki/cli/models/job.py::JobStatistics",
+    "component_id": "codewiki\\cli\\models\\job.py::JobStatistics",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/models/job.py::LLMConfig": {
-    "id": "codewiki/cli/models/job.py::LLMConfig",
+  "codewiki\\cli\\models\\job.py::LLMConfig": {
+    "id": "codewiki\\cli\\models\\job.py::LLMConfig",
     "name": "LLMConfig",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
-    "relative_path": "codewiki/cli/models/job.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
+    "relative_path": "codewiki\\cli\\models\\job.py",
     "depends_on": [],
     "source_code": "class LLMConfig:\n    \"\"\"LLM configuration for a job.\"\"\"\n    main_model: str\n    cluster_model: str\n    base_url: str",
     "start_line": 40,
@@ -668,21 +668,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class LLMConfig",
-    "component_id": "codewiki/cli/models/job.py::LLMConfig",
+    "component_id": "codewiki\\cli\\models\\job.py::LLMConfig",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/models/job.py::DocumentationJob": {
-    "id": "codewiki/cli/models/job.py::DocumentationJob",
+  "codewiki\\cli\\models\\job.py::DocumentationJob": {
+    "id": "codewiki\\cli\\models\\job.py::DocumentationJob",
     "name": "DocumentationJob",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/models/job.py",
-    "relative_path": "codewiki/cli/models/job.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
+    "relative_path": "codewiki\\cli\\models\\job.py",
     "depends_on": [
-      "codewiki/cli/models/job.py::JobStatistics",
-      "codewiki/cli/models/job.py::JobStatus",
-      "codewiki/cli/models/job.py::GenerationOptions",
-      "codewiki/cli/models/job.py::LLMConfig"
+      "codewiki\\cli\\models\\job.py::GenerationOptions",
+      "codewiki\\cli\\models\\job.py::LLMConfig",
+      "codewiki\\cli\\models\\job.py::JobStatistics",
+      "codewiki\\cli\\models\\job.py::JobStatus"
     ],
     "source_code": "class DocumentationJob:\n    \"\"\"\n    Represents a documentation generation job.\n    \n    Attributes:\n        job_id: Unique job identifier\n        repository_path: Absolute path to repository\n        repository_name: Repository name\n        output_directory: Output directory path\n        commit_hash: Git commit SHA\n        branch_name: Git branch name (if applicable)\n        timestamp_start: Job start time\n        timestamp_end: Job end time (if completed)\n        status: Current job status\n        error_message: Error message (if failed)\n        files_generated: List of generated files\n        module_count: Number of modules documented\n        generation_options: Generation options used\n        llm_config: LLM configuration used\n        statistics: Job statistics\n    \"\"\"\n    job_id: str = field(default_factory=lambda: str(uuid.uuid4()))\n    repository_path: str = \"\"\n    repository_name: str = \"\"\n    output_directory: str = \"\"\n    commit_hash: str = \"\"\n    branch_name: Optional[str] = None\n    timestamp_start: str = field(default_factory=lambda: datetime.now().isoformat())\n    timestamp_end: Optional[str] = None\n    status: JobStatus = JobStatus.PENDING\n    error_message: Optional[str] = None\n    files_generated: List[str] = field(default_factory=list)\n    module_count: int = 0\n    generation_options: GenerationOptions = field(default_factory=GenerationOptions)\n    llm_config: Optional[LLMConfig] = None\n    statistics: JobStatistics = field(default_factory=JobStatistics)\n    \n    def start(self):\n        \"\"\"Mark job as started.\"\"\"\n        self.status = JobStatus.RUNNING\n        self.timestamp_start = datetime.now().isoformat()\n    \n    def complete(self):\n        \"\"\"Mark job as completed.\"\"\"\n        self.status = JobStatus.COMPLETED\n        self.timestamp_end = datetime.now().isoformat()\n    \n    def fail(self, error_message: str):\n        \"\"\"Mark job as failed.\"\"\"\n        self.status = JobStatus.FAILED\n        self.error_message = error_message\n        self.timestamp_end = datetime.now().isoformat()\n    \n    def to_dict(self) -> Dict[str, Any]:\n        \"\"\"Convert to dictionary for JSON serialization.\"\"\"\n        data = {\n            \"job_id\": self.job_id,\n            \"repository_path\": self.repository_path,\n            \"repository_name\": self.repository_name,\n            \"output_directory\": self.output_directory,\n            \"commit_hash\": self.commit_hash,\n            \"branch_name\": self.branch_name,\n            \"timestamp_start\": self.timestamp_start,\n            \"timestamp_end\": self.timestamp_end,\n            \"status\": self.status.value if isinstance(self.status, JobStatus) else self.status,\n            \"error_message\": self.error_message,\n            \"files_generated\": self.files_generated,\n            \"module_count\": self.module_count,\n            \"generation_options\": asdict(self.generation_options),\n            \"llm_config\": asdict(self.llm_config) if self.llm_config else None,\n            \"statistics\": asdict(self.statistics),\n        }\n        return data\n    \n    def to_json(self) -> str:\n        \"\"\"Convert to JSON string.\"\"\"\n        return json.dumps(self.to_dict(), indent=2)\n    \n    @classmethod\n    def from_dict(cls, data: Dict[str, Any]) -> 'DocumentationJob':\n        \"\"\"Create from dictionary.\"\"\"\n        job = cls(\n            job_id=data.get('job_id', str(uuid.uuid4())),\n            repository_path=data.get('repository_path', ''),\n            repository_name=data.get('repository_name', ''),\n            output_directory=data.get('output_directory', ''),\n            commit_hash=data.get('commit_hash', ''),\n            branch_name=data.get('branch_name'),\n            timestamp_start=data.get('timestamp_start', datetime.now().isoformat()),\n            timestamp_end=data.get('timestamp_end'),\n            status=JobStatus(data.get('status', 'pending')),\n            error_message=data.get('error_message'),\n            files_generated=data.get('files_generated', []),\n            module_count=data.get('module_count', 0),\n        )\n        \n        # Parse nested objects\n        if 'generation_options' in data:\n            opts = data['generation_options']\n            job.generation_options = GenerationOptions(**opts)\n        \n        if 'llm_config' in data and data['llm_config']:\n            job.llm_config = LLMConfig(**data['llm_config'])\n        \n        if 'statistics' in data:\n            job.statistics = JobStatistics(**data['statistics'])\n        \n        return job",
     "start_line": 48,
@@ -694,18 +694,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class DocumentationJob",
-    "component_id": "codewiki/cli/models/job.py::DocumentationJob",
+    "component_id": "codewiki\\cli\\models\\job.py::DocumentationJob",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/api_errors.py::APIErrorHandler": {
-    "id": "codewiki/cli/utils/api_errors.py::APIErrorHandler",
+  "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler": {
+    "id": "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler",
     "name": "APIErrorHandler",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/api_errors.py",
-    "relative_path": "codewiki/cli/utils/api_errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\api_errors.py",
+    "relative_path": "codewiki\\cli\\utils\\api_errors.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::APIError"
+      "codewiki\\cli\\utils\\errors.py::APIError"
     ],
     "source_code": "class APIErrorHandler:\n    \"\"\"Handler for LLM API errors with fail-fast behavior.\"\"\"\n    \n    @staticmethod\n    def handle_api_error(\n        error: Exception,\n        context: Optional[str] = None,\n        fail_fast: bool = True\n    ) -> APIError:\n        \"\"\"\n        Handle LLM API error and convert to APIError.\n        \n        Args:\n            error: The original exception\n            context: Additional context (e.g., module name)\n            fail_fast: Whether to fail immediately (default: True)\n            \n        Returns:\n            APIError instance\n        \"\"\"\n        error_message = str(error)\n        \n        # Detect specific error types\n        if \"429\" in error_message or \"rate limit\" in error_message.lower():\n            message = (\n                \"LLM API rate limit exceeded.\\n\\n\"\n                \"The API returned a 429 error, indicating too many requests.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Wait a few minutes before retrying\\n\"\n                \"  2. Check your API quota at your provider's dashboard\\n\"\n                \"  3. Consider upgrading your API plan\\n\"\n                \"  4. For large repositories, generate during off-peak hours\"\n            )\n        elif \"401\" in error_message or \"authentication\" in error_message.lower():\n            message = (\n                \"LLM API authentication failed.\\n\\n\"\n                \"Your API key appears to be invalid or expired.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Verify your API key: codewiki config show\\n\"\n                \"  2. Update your API key: codewiki config set --api-key <new-key>\\n\"\n                \"  3. Check that your API key is active in your provider's dashboard\"\n            )\n        elif \"timeout\" in error_message.lower():\n            message = (\n                \"LLM API request timed out.\\n\\n\"\n                \"The API did not respond within the expected time.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your internet connection\\n\"\n                \"  2. Verify the API service is operational\\n\"\n                \"  3. Try again in a few moments\\n\"\n                \"  4. If the issue persists, contact your API provider\"\n            )\n        elif \"network\" in error_message.lower() or \"connection\" in error_message.lower():\n            message = (\n                \"Network error while connecting to LLM API.\\n\\n\"\n                \"Could not establish connection to the API.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your internet connection\\n\"\n                \"  2. Verify the base URL: codewiki config show\\n\"\n                \"  3. Check if you're behind a proxy or firewall\\n\"\n                \"  4. Try: curl -I <base-url> to test connectivity\"\n            )\n        else:\n            message = (\n                f\"LLM API error: {error_message}\\n\\n\"\n                \"An unexpected error occurred while communicating with the LLM API.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your configuration: codewiki config validate\\n\"\n                \"  2. Verify API service status\\n\"\n                \"  3. Review the error message above for specific details\"\n            )\n        \n        if context:\n            message = f\"Context: {context}\\n\\n{message}\"\n        \n        return APIError(message)\n    \n    @staticmethod\n    def display_api_error(error: APIError, module_name: Optional[str] = None):\n        \"\"\"\n        Display API error with formatting.\n        \n        Args:\n            error: The API error\n            module_name: Optional module name for context\n        \"\"\"\n        click.echo()\n        click.secho(\"✗ LLM API Error\", fg=\"red\", bold=True)\n        click.echo()\n        \n        if module_name:\n            click.echo(f\"Module: {module_name}\")\n            click.echo()\n        \n        click.echo(error.message)\n        click.echo()\n        click.secho(\n            \"Documentation generation stopped. No partial results saved.\",\n            fg=\"yellow\"\n        )\n        click.echo()",
     "start_line": 11,
@@ -717,16 +717,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class APIErrorHandler",
-    "component_id": "codewiki/cli/utils/api_errors.py::APIErrorHandler",
+    "component_id": "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/api_errors.py::wrap_api_call": {
-    "id": "codewiki/cli/utils/api_errors.py::wrap_api_call",
+  "codewiki\\cli\\utils\\api_errors.py::wrap_api_call": {
+    "id": "codewiki\\cli\\utils\\api_errors.py::wrap_api_call",
     "name": "wrap_api_call",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/api_errors.py",
-    "relative_path": "codewiki/cli/utils/api_errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\api_errors.py",
+    "relative_path": "codewiki\\cli\\utils\\api_errors.py",
     "depends_on": [],
     "source_code": "def wrap_api_call(func, *args, fail_fast: bool = True, context: Optional[str] = None, **kwargs):\n    \"\"\"\n    Wrap an API call with error handling.\n    \n    Args:\n        func: Function to call\n        *args: Positional arguments\n        fail_fast: Whether to raise on error (default: True)\n        context: Optional context for error message\n        **kwargs: Keyword arguments\n        \n    Returns:\n        Function result\n        \n    Raises:\n        APIError: If API call fails and fail_fast is True\n    \"\"\"\n    try:\n        return func(*args, **kwargs)\n    except Exception as e:\n        api_error = APIErrorHandler.handle_api_error(e, context=context, fail_fast=fail_fast)\n        if fail_fast:\n            raise api_error\n        else:\n            APIErrorHandler.display_api_error(api_error)\n            return None",
     "start_line": 114,
@@ -740,16 +740,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function wrap_api_call",
-    "component_id": "codewiki/cli/utils/api_errors.py::wrap_api_call",
+    "component_id": "codewiki\\cli\\utils\\api_errors.py::wrap_api_call",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::CodeWikiError": {
-    "id": "codewiki/cli/utils/errors.py::CodeWikiError",
+  "codewiki\\cli\\utils\\errors.py::CodeWikiError": {
+    "id": "codewiki\\cli\\utils\\errors.py::CodeWikiError",
     "name": "CodeWikiError",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [],
     "source_code": "class CodeWikiError(Exception):\n    \"\"\"Base exception for CodeWiki CLI errors.\"\"\"\n    \n    def __init__(self, message: str, exit_code: int = EXIT_GENERAL_ERROR):\n        self.message = message\n        self.exit_code = exit_code\n        super().__init__(self.message)",
     "start_line": 27,
@@ -763,18 +763,18 @@
     ],
     "class_name": null,
     "display_name": "class CodeWikiError",
-    "component_id": "codewiki/cli/utils/errors.py::CodeWikiError",
+    "component_id": "codewiki\\cli\\utils\\errors.py::CodeWikiError",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::ConfigurationError": {
-    "id": "codewiki/cli/utils/errors.py::ConfigurationError",
+  "codewiki\\cli\\utils\\errors.py::ConfigurationError": {
+    "id": "codewiki\\cli\\utils\\errors.py::ConfigurationError",
     "name": "ConfigurationError",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::CodeWikiError"
+      "codewiki\\cli\\utils\\errors.py::CodeWikiError"
     ],
     "source_code": "class ConfigurationError(CodeWikiError):\n    \"\"\"Configuration-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_CONFIG_ERROR)",
     "start_line": 36,
@@ -788,18 +788,18 @@
     ],
     "class_name": null,
     "display_name": "class ConfigurationError",
-    "component_id": "codewiki/cli/utils/errors.py::ConfigurationError",
+    "component_id": "codewiki\\cli\\utils\\errors.py::ConfigurationError",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::RepositoryError": {
-    "id": "codewiki/cli/utils/errors.py::RepositoryError",
+  "codewiki\\cli\\utils\\errors.py::RepositoryError": {
+    "id": "codewiki\\cli\\utils\\errors.py::RepositoryError",
     "name": "RepositoryError",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::CodeWikiError"
+      "codewiki\\cli\\utils\\errors.py::CodeWikiError"
     ],
     "source_code": "class RepositoryError(CodeWikiError):\n    \"\"\"Repository-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_REPOSITORY_ERROR)",
     "start_line": 43,
@@ -813,18 +813,18 @@
     ],
     "class_name": null,
     "display_name": "class RepositoryError",
-    "component_id": "codewiki/cli/utils/errors.py::RepositoryError",
+    "component_id": "codewiki\\cli\\utils\\errors.py::RepositoryError",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::APIError": {
-    "id": "codewiki/cli/utils/errors.py::APIError",
+  "codewiki\\cli\\utils\\errors.py::APIError": {
+    "id": "codewiki\\cli\\utils\\errors.py::APIError",
     "name": "APIError",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::CodeWikiError"
+      "codewiki\\cli\\utils\\errors.py::CodeWikiError"
     ],
     "source_code": "class APIError(CodeWikiError):\n    \"\"\"LLM API-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_API_ERROR)",
     "start_line": 50,
@@ -838,18 +838,18 @@
     ],
     "class_name": null,
     "display_name": "class APIError",
-    "component_id": "codewiki/cli/utils/errors.py::APIError",
+    "component_id": "codewiki\\cli\\utils\\errors.py::APIError",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::FileSystemError": {
-    "id": "codewiki/cli/utils/errors.py::FileSystemError",
+  "codewiki\\cli\\utils\\errors.py::FileSystemError": {
+    "id": "codewiki\\cli\\utils\\errors.py::FileSystemError",
     "name": "FileSystemError",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::CodeWikiError"
+      "codewiki\\cli\\utils\\errors.py::CodeWikiError"
     ],
     "source_code": "class FileSystemError(CodeWikiError):\n    \"\"\"File system-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_FILESYSTEM_ERROR)",
     "start_line": 57,
@@ -863,16 +863,16 @@
     ],
     "class_name": null,
     "display_name": "class FileSystemError",
-    "component_id": "codewiki/cli/utils/errors.py::FileSystemError",
+    "component_id": "codewiki\\cli\\utils\\errors.py::FileSystemError",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::handle_error": {
-    "id": "codewiki/cli/utils/errors.py::handle_error",
+  "codewiki\\cli\\utils\\errors.py::handle_error": {
+    "id": "codewiki\\cli\\utils\\errors.py::handle_error",
     "name": "handle_error",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [],
     "source_code": "def handle_error(error: Exception, verbose: bool = False) -> int:\n    \"\"\"\n    Handle errors and return appropriate exit code.\n    \n    Args:\n        error: The exception to handle\n        verbose: Whether to show detailed error information\n        \n    Returns:\n        Exit code for the error\n    \"\"\"\n    if isinstance(error, CodeWikiError):\n        click.secho(f\"\\n✗ Error: {error.message}\", fg=\"red\", err=True)\n        return error.exit_code\n    else:\n        click.secho(f\"\\n✗ Unexpected error: {error}\", fg=\"red\", err=True)\n        if verbose:\n            import traceback\n            click.echo(traceback.format_exc(), err=True)\n        return EXIT_GENERAL_ERROR",
     "start_line": 64,
@@ -887,16 +887,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_error",
-    "component_id": "codewiki/cli/utils/errors.py::handle_error",
+    "component_id": "codewiki\\cli\\utils\\errors.py::handle_error",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::error_with_suggestion": {
-    "id": "codewiki/cli/utils/errors.py::error_with_suggestion",
+  "codewiki\\cli\\utils\\errors.py::error_with_suggestion": {
+    "id": "codewiki\\cli\\utils\\errors.py::error_with_suggestion",
     "name": "error_with_suggestion",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [],
     "source_code": "def error_with_suggestion(message: str, suggestion: str, exit_code: int = EXIT_GENERAL_ERROR):\n    \"\"\"\n    Display error message with actionable suggestion and exit.\n    \n    Args:\n        message: The error message\n        suggestion: Suggested action to resolve the error\n        exit_code: Exit code to use\n    \"\"\"\n    click.secho(f\"\\n✗ Error: {message}\", fg=\"red\", err=True)\n    click.echo(f\"\\n{suggestion}\", err=True)\n    sys.exit(exit_code)",
     "start_line": 86,
@@ -912,16 +912,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function error_with_suggestion",
-    "component_id": "codewiki/cli/utils/errors.py::error_with_suggestion",
+    "component_id": "codewiki\\cli\\utils\\errors.py::error_with_suggestion",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::warning": {
-    "id": "codewiki/cli/utils/errors.py::warning",
+  "codewiki\\cli\\utils\\errors.py::warning": {
+    "id": "codewiki\\cli\\utils\\errors.py::warning",
     "name": "warning",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [],
     "source_code": "def warning(message: str):\n    \"\"\"Display a warning message.\"\"\"\n    click.secho(f\"⚠️  {message}\", fg=\"yellow\")",
     "start_line": 100,
@@ -935,16 +935,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function warning",
-    "component_id": "codewiki/cli/utils/errors.py::warning",
+    "component_id": "codewiki\\cli\\utils\\errors.py::warning",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::success": {
-    "id": "codewiki/cli/utils/errors.py::success",
+  "codewiki\\cli\\utils\\errors.py::success": {
+    "id": "codewiki\\cli\\utils\\errors.py::success",
     "name": "success",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [],
     "source_code": "def success(message: str):\n    \"\"\"Display a success message.\"\"\"\n    click.secho(f\"✓ {message}\", fg=\"green\")",
     "start_line": 105,
@@ -958,16 +958,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function success",
-    "component_id": "codewiki/cli/utils/errors.py::success",
+    "component_id": "codewiki\\cli\\utils\\errors.py::success",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/errors.py::info": {
-    "id": "codewiki/cli/utils/errors.py::info",
+  "codewiki\\cli\\utils\\errors.py::info": {
+    "id": "codewiki\\cli\\utils\\errors.py::info",
     "name": "info",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/errors.py",
-    "relative_path": "codewiki/cli/utils/errors.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
+    "relative_path": "codewiki\\cli\\utils\\errors.py",
     "depends_on": [],
     "source_code": "def info(message: str):\n    \"\"\"Display an info message.\"\"\"\n    click.echo(message)",
     "start_line": 110,
@@ -981,18 +981,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function info",
-    "component_id": "codewiki/cli/utils/errors.py::info",
+    "component_id": "codewiki\\cli\\utils\\errors.py::info",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/fs.py::ensure_directory": {
-    "id": "codewiki/cli/utils/fs.py::ensure_directory",
+  "codewiki\\cli\\utils\\fs.py::ensure_directory": {
+    "id": "codewiki\\cli\\utils\\fs.py::ensure_directory",
     "name": "ensure_directory",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
-    "relative_path": "codewiki/cli/utils/fs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
+    "relative_path": "codewiki\\cli\\utils\\fs.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::FileSystemError"
+      "codewiki\\cli\\utils\\errors.py::FileSystemError"
     ],
     "source_code": "def ensure_directory(path: Path, mode: int = 0o700) -> Path:\n    \"\"\"\n    Ensure directory exists, create if necessary.\n    \n    Args:\n        path: Directory path\n        mode: Directory permissions (default: 0o700 - user only)\n        \n    Returns:\n        Path to the directory\n        \n    Raises:\n        FileSystemError: If directory cannot be created\n    \"\"\"\n    try:\n        path = Path(path).expanduser().resolve()\n        path.mkdir(parents=True, exist_ok=True, mode=mode)\n        return path\n    except PermissionError:\n        raise FileSystemError(\n            f\"Permission denied: Cannot create directory {path}\\n\"\n            f\"Try: chmod u+w {path.parent}\"\n        )\n    except OSError as e:\n        raise FileSystemError(f\"Cannot create directory {path}: {e}\")",
     "start_line": 13,
@@ -1007,16 +1007,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function ensure_directory",
-    "component_id": "codewiki/cli/utils/fs.py::ensure_directory",
+    "component_id": "codewiki\\cli\\utils\\fs.py::ensure_directory",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/fs.py::check_writable": {
-    "id": "codewiki/cli/utils/fs.py::check_writable",
+  "codewiki\\cli\\utils\\fs.py::check_writable": {
+    "id": "codewiki\\cli\\utils\\fs.py::check_writable",
     "name": "check_writable",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
-    "relative_path": "codewiki/cli/utils/fs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
+    "relative_path": "codewiki\\cli\\utils\\fs.py",
     "depends_on": [],
     "source_code": "def check_writable(path: Path) -> bool:\n    \"\"\"\n    Check if a path is writable.\n    \n    Args:\n        path: Path to check\n        \n    Returns:\n        True if writable, False otherwise\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if path.exists():\n        return os.access(path, os.W_OK)\n    else:\n        # Check parent directory if path doesn't exist\n        parent = path.parent\n        return parent.exists() and os.access(parent, os.W_OK)",
     "start_line": 40,
@@ -1030,18 +1030,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function check_writable",
-    "component_id": "codewiki/cli/utils/fs.py::check_writable",
+    "component_id": "codewiki\\cli\\utils\\fs.py::check_writable",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/fs.py::safe_write": {
-    "id": "codewiki/cli/utils/fs.py::safe_write",
+  "codewiki\\cli\\utils\\fs.py::safe_write": {
+    "id": "codewiki\\cli\\utils\\fs.py::safe_write",
     "name": "safe_write",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
-    "relative_path": "codewiki/cli/utils/fs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
+    "relative_path": "codewiki\\cli\\utils\\fs.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::FileSystemError"
+      "codewiki\\cli\\utils\\errors.py::FileSystemError"
     ],
     "source_code": "def safe_write(path: Path, content: str, encoding: str = \"utf-8\"):\n    \"\"\"\n    Safely write content to a file using atomic write (temp file + rename).\n    \n    Args:\n        path: File path\n        content: Content to write\n        encoding: File encoding\n        \n    Raises:\n        FileSystemError: If write fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    temp_path = path.with_suffix(path.suffix + \".tmp\")\n    \n    try:\n        # Write to temp file\n        with open(temp_path, \"w\", encoding=encoding) as f:\n            f.write(content)\n        \n        # Atomic rename\n        temp_path.replace(path)\n    except Exception as e:\n        # Clean up temp file if it exists\n        if temp_path.exists():\n            temp_path.unlink()\n        raise FileSystemError(f\"Cannot write to {path}: {e}\")",
     "start_line": 60,
@@ -1057,18 +1057,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function safe_write",
-    "component_id": "codewiki/cli/utils/fs.py::safe_write",
+    "component_id": "codewiki\\cli\\utils\\fs.py::safe_write",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/fs.py::safe_read": {
-    "id": "codewiki/cli/utils/fs.py::safe_read",
+  "codewiki\\cli\\utils\\fs.py::safe_read": {
+    "id": "codewiki\\cli\\utils\\fs.py::safe_read",
     "name": "safe_read",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
-    "relative_path": "codewiki/cli/utils/fs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
+    "relative_path": "codewiki\\cli\\utils\\fs.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::FileSystemError"
+      "codewiki\\cli\\utils\\errors.py::FileSystemError"
     ],
     "source_code": "def safe_read(path: Path, encoding: str = \"utf-8\") -> str:\n    \"\"\"\n    Safely read content from a file.\n    \n    Args:\n        path: File path\n        encoding: File encoding\n        \n    Returns:\n        File content\n        \n    Raises:\n        FileSystemError: If read fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    try:\n        with open(path, \"r\", encoding=encoding) as f:\n            return f.read()\n    except FileNotFoundError:\n        raise FileSystemError(f\"File not found: {path}\")\n    except PermissionError:\n        raise FileSystemError(f\"Permission denied: Cannot read {path}\")\n    except Exception as e:\n        raise FileSystemError(f\"Cannot read {path}: {e}\")",
     "start_line": 89,
@@ -1083,16 +1083,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function safe_read",
-    "component_id": "codewiki/cli/utils/fs.py::safe_read",
+    "component_id": "codewiki\\cli\\utils\\fs.py::safe_read",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/fs.py::get_file_size": {
-    "id": "codewiki/cli/utils/fs.py::get_file_size",
+  "codewiki\\cli\\utils\\fs.py::get_file_size": {
+    "id": "codewiki\\cli\\utils\\fs.py::get_file_size",
     "name": "get_file_size",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
-    "relative_path": "codewiki/cli/utils/fs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
+    "relative_path": "codewiki\\cli\\utils\\fs.py",
     "depends_on": [],
     "source_code": "def get_file_size(path: Path) -> int:\n    \"\"\"\n    Get file size in bytes.\n    \n    Args:\n        path: File path\n        \n    Returns:\n        File size in bytes\n    \"\"\"\n    return Path(path).stat().st_size",
     "start_line": 116,
@@ -1106,16 +1106,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_file_size",
-    "component_id": "codewiki/cli/utils/fs.py::get_file_size",
+    "component_id": "codewiki\\cli\\utils\\fs.py::get_file_size",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/fs.py::find_files": {
-    "id": "codewiki/cli/utils/fs.py::find_files",
+  "codewiki\\cli\\utils\\fs.py::find_files": {
+    "id": "codewiki\\cli\\utils\\fs.py::find_files",
     "name": "find_files",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
-    "relative_path": "codewiki/cli/utils/fs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
+    "relative_path": "codewiki\\cli\\utils\\fs.py",
     "depends_on": [],
     "source_code": "def find_files(\n    directory: Path,\n    extensions: Optional[List[str]] = None,\n    recursive: bool = True\n) -> List[Path]:\n    \"\"\"\n    Find files in directory matching extensions.\n    \n    Args:\n        directory: Directory to search\n        extensions: List of file extensions (e.g., ['.py', '.java'])\n        recursive: Search recursively\n        \n    Returns:\n        List of matching file paths\n    \"\"\"\n    directory = Path(directory).expanduser().resolve()\n    \n    if not directory.exists():\n        return []\n    \n    pattern = \"**/*\" if recursive else \"*\"\n    files = []\n    \n    for path in directory.glob(pattern):\n        if not path.is_file():\n            continue\n        \n        if extensions is None or path.suffix in extensions:\n            files.append(path)\n    \n    return files",
     "start_line": 129,
@@ -1131,18 +1131,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function find_files",
-    "component_id": "codewiki/cli/utils/fs.py::find_files",
+    "component_id": "codewiki\\cli\\utils\\fs.py::find_files",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/fs.py::cleanup_directory": {
-    "id": "codewiki/cli/utils/fs.py::cleanup_directory",
+  "codewiki\\cli\\utils\\fs.py::cleanup_directory": {
+    "id": "codewiki\\cli\\utils\\fs.py::cleanup_directory",
     "name": "cleanup_directory",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/fs.py",
-    "relative_path": "codewiki/cli/utils/fs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
+    "relative_path": "codewiki\\cli\\utils\\fs.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::FileSystemError"
+      "codewiki\\cli\\utils\\errors.py::FileSystemError"
     ],
     "source_code": "def cleanup_directory(path: Path, keep_hidden: bool = True):\n    \"\"\"\n    Clean up a directory by removing its contents.\n    \n    Args:\n        path: Directory to clean\n        keep_hidden: Keep hidden files/directories (starting with .)\n        \n    Raises:\n        FileSystemError: If cleanup fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if not path.exists():\n        return\n    \n    try:\n        for item in path.iterdir():\n            if keep_hidden and item.name.startswith('.'):\n                continue\n            \n            if item.is_file():\n                item.unlink()\n            elif item.is_dir():\n                shutil.rmtree(item)\n    except Exception as e:\n        raise FileSystemError(f\"Cannot clean directory {path}: {e}\")",
     "start_line": 163,
@@ -1157,16 +1157,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function cleanup_directory",
-    "component_id": "codewiki/cli/utils/fs.py::cleanup_directory",
+    "component_id": "codewiki\\cli\\utils\\fs.py::cleanup_directory",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/instructions.py::compute_github_pages_url": {
-    "id": "codewiki/cli/utils/instructions.py::compute_github_pages_url",
+  "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url": {
+    "id": "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
     "name": "compute_github_pages_url",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/instructions.py",
-    "relative_path": "codewiki/cli/utils/instructions.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\instructions.py",
+    "relative_path": "codewiki\\cli\\utils\\instructions.py",
     "depends_on": [],
     "source_code": "def compute_github_pages_url(repo_url: str, repo_name: str) -> str:\n    \"\"\"\n    Compute expected GitHub Pages URL from repository URL.\n    \n    Args:\n        repo_url: GitHub repository URL\n        repo_name: Repository name\n        \n    Returns:\n        Expected GitHub Pages URL\n    \"\"\"\n    # Extract owner from GitHub URL\n    # e.g., \"https://github.com/owner/repo\" -> \"owner\"\n    if \"github.com\" in repo_url:\n        parts = repo_url.rstrip('/').split('/')\n        if len(parts) >= 2:\n            owner = parts[-2]\n            repo = parts[-1].replace('.git', '')\n            return f\"https://{owner}.github.io/{repo}/\"\n    \n    return f\"https://YOUR_USERNAME.github.io/{repo_name}/\"",
     "start_line": 10,
@@ -1181,16 +1181,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function compute_github_pages_url",
-    "component_id": "codewiki/cli/utils/instructions.py::compute_github_pages_url",
+    "component_id": "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/instructions.py::get_pr_creation_url": {
-    "id": "codewiki/cli/utils/instructions.py::get_pr_creation_url",
+  "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url": {
+    "id": "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url",
     "name": "get_pr_creation_url",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/instructions.py",
-    "relative_path": "codewiki/cli/utils/instructions.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\instructions.py",
+    "relative_path": "codewiki\\cli\\utils\\instructions.py",
     "depends_on": [],
     "source_code": "def get_pr_creation_url(repo_url: str, branch_name: str) -> str:\n    \"\"\"\n    Get PR creation URL for GitHub.\n    \n    Args:\n        repo_url: GitHub repository URL\n        branch_name: Branch name\n        \n    Returns:\n        PR creation URL\n    \"\"\"\n    base_url = repo_url.rstrip('/').replace('.git', '')\n    return f\"{base_url}/compare/{branch_name}\"",
     "start_line": 33,
@@ -1205,19 +1205,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_pr_creation_url",
-    "component_id": "codewiki/cli/utils/instructions.py::get_pr_creation_url",
+    "component_id": "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/instructions.py::display_post_generation_instructions": {
-    "id": "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
+  "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions": {
+    "id": "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
     "name": "display_post_generation_instructions",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/instructions.py",
-    "relative_path": "codewiki/cli/utils/instructions.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\instructions.py",
+    "relative_path": "codewiki\\cli\\utils\\instructions.py",
     "depends_on": [
-      "codewiki/cli/utils/instructions.py::get_pr_creation_url",
-      "codewiki/cli/utils/instructions.py::compute_github_pages_url"
+      "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
+      "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url"
     ],
     "source_code": "def display_post_generation_instructions(\n    output_dir: Path,\n    repo_name: str,\n    repo_url: Optional[str] = None,\n    branch_name: Optional[str] = None,\n    github_pages: bool = False,\n    files_generated: list = None,\n    statistics: dict = None\n):\n    \"\"\"\n    Display post-generation instructions.\n    \n    Args:\n        output_dir: Output directory path\n        repo_name: Repository name\n        repo_url: GitHub repository URL (optional)\n        branch_name: Git branch name (optional)\n        github_pages: Whether GitHub Pages HTML was generated\n        files_generated: List of generated files\n        statistics: Generation statistics\n    \"\"\"\n    click.echo()\n    click.secho(\"✓ Documentation generated successfully!\", fg=\"green\", bold=True)\n    click.echo()\n    \n    # Output directory\n    click.secho(\"Output directory:\", fg=\"cyan\", bold=True)\n    click.echo(f\"  {output_dir}\")\n    click.echo()\n    \n    # Generated files\n    if files_generated:\n        click.secho(\"Generated files:\", fg=\"cyan\", bold=True)\n        for file in files_generated[:10]:  # Show first 10\n            click.echo(f\"  - {file}\")\n        if len(files_generated) > 10:\n            click.echo(f\"  ... and {len(files_generated) - 10} more\")\n        click.echo()\n    \n    # Statistics\n    if statistics:\n        click.secho(\"Statistics:\", fg=\"cyan\", bold=True)\n        if 'module_count' in statistics:\n            click.echo(f\"  Total modules:     {statistics['module_count']}\")\n        if 'total_files_analyzed' in statistics:\n            click.echo(f\"  Files analyzed:    {statistics['total_files_analyzed']}\")\n        if 'generation_time' in statistics:\n            minutes = int(statistics['generation_time'] // 60)\n            seconds = int(statistics['generation_time'] % 60)\n            click.echo(f\"  Generation time:   {minutes} minutes {seconds} seconds\")\n        # if 'total_tokens_used' in statistics:\n        #     tokens = statistics['total_tokens_used']\n        #     click.echo(f\"  Tokens used:       ~{tokens:,}\")\n        click.echo()\n    \n    # Next steps\n    click.secho(\"Next steps:\", fg=\"cyan\", bold=True)\n    click.echo()\n    \n    click.echo(\"1. Review the generated documentation:\")\n    click.echo(f\"   cat {output_dir}/overview.md\")\n    if github_pages:\n        click.echo(f\"   open {output_dir}/index.html  # View in browser\")\n    click.echo()\n    \n    if branch_name:\n        # Git workflow with branch\n        click.echo(\"2. Push the documentation branch:\")\n        click.secho(f\"   git push origin {branch_name}\", fg=\"yellow\")\n        click.echo()\n        \n        if repo_url:\n            pr_url = get_pr_creation_url(repo_url, branch_name)\n            click.echo(\"3. Create a Pull Request to merge documentation:\")\n            click.secho(f\"   {pr_url}\", fg=\"blue\")\n            click.echo()\n            \n            click.echo(\"4. After merge, enable GitHub Pages:\")\n        else:\n            click.echo(\"3. Enable GitHub Pages:\")\n    else:\n        # Direct commit workflow\n        click.echo(\"2. Commit the documentation:\")\n        click.secho(\"   git add docs/\", fg=\"yellow\")\n        click.secho('   git commit -m \"Add generated documentation\"', fg=\"yellow\")\n        click.echo()\n        \n        click.echo(\"3. Push to GitHub:\")\n        click.secho(\"   git push origin main\", fg=\"yellow\")\n        click.echo()\n        \n        click.echo(\"4. Enable GitHub Pages:\")\n    \n    click.echo(\"   - Go to repository Settings → Pages\")\n    click.echo(\"   - Source: Deploy from a branch\")\n    click.echo(\"   - Branch: main, folder: /docs\")\n    click.echo()\n    \n    if repo_url:\n        github_pages_url = compute_github_pages_url(repo_url, repo_name)\n        click.echo(\"5. Your documentation will be available at:\")\n        click.secho(f\"   {github_pages_url}\", fg=\"blue\", bold=True)\n        click.echo()",
     "start_line": 48,
@@ -1237,16 +1237,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function display_post_generation_instructions",
-    "component_id": "codewiki/cli/utils/instructions.py::display_post_generation_instructions",
+    "component_id": "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/instructions.py::display_generation_summary": {
-    "id": "codewiki/cli/utils/instructions.py::display_generation_summary",
+  "codewiki\\cli\\utils\\instructions.py::display_generation_summary": {
+    "id": "codewiki\\cli\\utils\\instructions.py::display_generation_summary",
     "name": "display_generation_summary",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/instructions.py",
-    "relative_path": "codewiki/cli/utils/instructions.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\instructions.py",
+    "relative_path": "codewiki\\cli\\utils\\instructions.py",
     "depends_on": [],
     "source_code": "def display_generation_summary(\n    success: bool,\n    error_message: Optional[str] = None,\n    output_dir: Optional[Path] = None\n):\n    \"\"\"\n    Display generation summary (success or failure).\n    \n    Args:\n        success: Whether generation was successful\n        error_message: Error message if failed\n        output_dir: Output directory if successful\n    \"\"\"\n    if success:\n        click.echo()\n        click.secho(\"✓ Generation completed successfully!\", fg=\"green\", bold=True)\n        if output_dir:\n            click.echo(f\"\\nDocumentation saved to: {output_dir}\")\n        click.echo()\n    else:\n        click.echo()\n        click.secho(\"✗ Generation failed\", fg=\"red\", bold=True)\n        if error_message:\n            click.echo()\n            click.echo(error_message)\n        click.echo()",
     "start_line": 153,
@@ -1262,16 +1262,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function display_generation_summary",
-    "component_id": "codewiki/cli/utils/instructions.py::display_generation_summary",
+    "component_id": "codewiki\\cli\\utils\\instructions.py::display_generation_summary",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/logging.py::CLILogger": {
-    "id": "codewiki/cli/utils/logging.py::CLILogger",
+  "codewiki\\cli\\utils\\logging.py::CLILogger": {
+    "id": "codewiki\\cli\\utils\\logging.py::CLILogger",
     "name": "CLILogger",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/logging.py",
-    "relative_path": "codewiki/cli/utils/logging.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\logging.py",
+    "relative_path": "codewiki\\cli\\utils\\logging.py",
     "depends_on": [],
     "source_code": "class CLILogger:\n    \"\"\"Logger for CLI with support for verbose and normal modes.\"\"\"\n    \n    def __init__(self, verbose: bool = False):\n        \"\"\"\n        Initialize the logger.\n        \n        Args:\n            verbose: Enable verbose output\n        \"\"\"\n        self.verbose = verbose\n        self.start_time = datetime.now()\n    \n    def debug(self, message: str):\n        \"\"\"Log debug message (only in verbose mode).\"\"\"\n        if self.verbose:\n            timestamp = datetime.now().strftime(\"%H:%M:%S\")\n            click.secho(f\"[{timestamp}] {message}\", fg=\"cyan\", dim=True)\n    \n    def info(self, message: str):\n        \"\"\"Log info message.\"\"\"\n        click.echo(message)\n    \n    def success(self, message: str):\n        \"\"\"Log success message in green.\"\"\"\n        click.secho(f\"✓ {message}\", fg=\"green\")\n    \n    def warning(self, message: str):\n        \"\"\"Log warning message in yellow.\"\"\"\n        click.secho(f\"⚠️  {message}\", fg=\"yellow\")\n    \n    def error(self, message: str):\n        \"\"\"Log error message in red.\"\"\"\n        click.secho(f\"✗ {message}\", fg=\"red\", err=True)\n    \n    def step(self, message: str, step: Optional[int] = None, total: Optional[int] = None):\n        \"\"\"\n        Log a processing step.\n        \n        Args:\n            message: Step description\n            step: Current step number\n            total: Total number of steps\n        \"\"\"\n        if step is not None and total is not None:\n            prefix = f\"[{step}/{total}]\"\n        else:\n            prefix = \"→\"\n        \n        click.secho(f\"{prefix} {message}\", fg=\"blue\", bold=True)\n    \n    def elapsed_time(self) -> str:\n        \"\"\"Get elapsed time since logger was created.\"\"\"\n        elapsed = datetime.now() - self.start_time\n        minutes = int(elapsed.total_seconds() // 60)\n        seconds = int(elapsed.total_seconds() % 60)\n        \n        if minutes > 0:\n            return f\"{minutes}m {seconds}s\"\n        else:\n            return f\"{seconds}s\"",
     "start_line": 11,
@@ -1283,18 +1283,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class CLILogger",
-    "component_id": "codewiki/cli/utils/logging.py::CLILogger",
+    "component_id": "codewiki\\cli\\utils\\logging.py::CLILogger",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/logging.py::create_logger": {
-    "id": "codewiki/cli/utils/logging.py::create_logger",
+  "codewiki\\cli\\utils\\logging.py::create_logger": {
+    "id": "codewiki\\cli\\utils\\logging.py::create_logger",
     "name": "create_logger",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/logging.py",
-    "relative_path": "codewiki/cli/utils/logging.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\logging.py",
+    "relative_path": "codewiki\\cli\\utils\\logging.py",
     "depends_on": [
-      "codewiki/cli/utils/logging.py::CLILogger"
+      "codewiki\\cli\\utils\\logging.py::CLILogger"
     ],
     "source_code": "def create_logger(verbose: bool = False) -> CLILogger:\n    \"\"\"\n    Create and return a CLI logger.\n    \n    Args:\n        verbose: Enable verbose output\n        \n    Returns:\n        Configured CLILogger instance\n    \"\"\"\n    return CLILogger(verbose=verbose)",
     "start_line": 74,
@@ -1308,16 +1308,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function create_logger",
-    "component_id": "codewiki/cli/utils/logging.py::create_logger",
+    "component_id": "codewiki\\cli\\utils\\logging.py::create_logger",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/progress.py::ProgressTracker": {
-    "id": "codewiki/cli/utils/progress.py::ProgressTracker",
+  "codewiki\\cli\\utils\\progress.py::ProgressTracker": {
+    "id": "codewiki\\cli\\utils\\progress.py::ProgressTracker",
     "name": "ProgressTracker",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/progress.py",
-    "relative_path": "codewiki/cli/utils/progress.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\progress.py",
+    "relative_path": "codewiki\\cli\\utils\\progress.py",
     "depends_on": [],
     "source_code": "class ProgressTracker:\n    \"\"\"\n    Progress tracker with stages and ETA estimation.\n    \n    Stages:\n    1. Dependency Analysis (40% of time)\n    2. Module Clustering (20% of time)\n    3. Documentation Generation (30% of time)\n    4. HTML Generation (5% of time, optional)\n    5. Finalization (5% of time)\n    \"\"\"\n    \n    # Stage weights (percentage of total time)\n    STAGE_WEIGHTS = {\n        1: 0.40,  # Dependency Analysis\n        2: 0.20,  # Module Clustering\n        3: 0.30,  # Documentation Generation\n        4: 0.05,  # HTML Generation (optional)\n        5: 0.05,  # Finalization\n    }\n    \n    STAGE_NAMES = {\n        1: \"Dependency Analysis\",\n        2: \"Module Clustering\",\n        3: \"Documentation Generation\",\n        4: \"HTML Generation\",\n        5: \"Finalization\",\n    }\n    \n    def __init__(self, total_stages: int = 5, verbose: bool = False):\n        \"\"\"\n        Initialize progress tracker.\n        \n        Args:\n            total_stages: Number of stages\n            verbose: Enable verbose output\n        \"\"\"\n        self.total_stages = total_stages\n        self.current_stage = 0\n        self.stage_progress = 0.0\n        self.start_time = time.time()\n        self.verbose = verbose\n        self.current_stage_start = self.start_time\n    \n    def start_stage(self, stage: int, description: Optional[str] = None):\n        \"\"\"\n        Start a new stage.\n        \n        Args:\n            stage: Stage number (1-5)\n            description: Optional custom description\n        \"\"\"\n        self.current_stage = stage\n        self.stage_progress = 0.0\n        self.current_stage_start = time.time()\n        \n        stage_name = description or self.STAGE_NAMES.get(stage, f\"Stage {stage}\")\n        \n        if self.verbose:\n            elapsed = self._format_elapsed()\n            click.secho(\n                f\"\\n[{elapsed}] Phase {stage}/{self.total_stages}: {stage_name}\",\n                fg=\"blue\",\n                bold=True\n            )\n        else:\n            click.secho(\n                f\"[{stage}/{self.total_stages}] {stage_name}\",\n                fg=\"blue\",\n                bold=True\n            )\n    \n    def update_stage(self, progress: float, message: Optional[str] = None):\n        \"\"\"\n        Update progress within current stage.\n        \n        Args:\n            progress: Progress percentage (0.0 to 1.0)\n            message: Optional progress message\n        \"\"\"\n        self.stage_progress = min(1.0, max(0.0, progress))\n        \n        if self.verbose and message:\n            elapsed = self._format_elapsed()\n            click.echo(f\"[{elapsed}]   {message}\")\n    \n    def complete_stage(self, message: Optional[str] = None):\n        \"\"\"\n        Complete current stage.\n        \n        Args:\n            message: Optional completion message\n        \"\"\"\n        self.stage_progress = 1.0\n        \n        if self.verbose:\n            elapsed = self._format_elapsed()\n            stage_time = time.time() - self.current_stage_start\n            stage_name = self.STAGE_NAMES.get(self.current_stage, f\"Stage {self.current_stage}\")\n            click.secho(\n                f\"[{elapsed}]   {stage_name} complete ({stage_time:.1f}s)\",\n                fg=\"green\"\n            )\n            if message:\n                click.echo(f\"[{elapsed}]   {message}\")\n    \n    def get_overall_progress(self) -> float:\n        \"\"\"\n        Get overall progress percentage.\n        \n        Returns:\n            Progress (0.0 to 1.0)\n        \"\"\"\n        completed_weight = sum(\n            self.STAGE_WEIGHTS.get(s, 0)\n            for s in range(1, self.current_stage)\n        )\n        \n        current_weight = self.STAGE_WEIGHTS.get(self.current_stage, 0) * self.stage_progress\n        \n        return completed_weight + current_weight\n    \n    def _format_elapsed(self) -> str:\n        \"\"\"Format elapsed time.\"\"\"\n        elapsed = time.time() - self.start_time\n        minutes = int(elapsed // 60)\n        seconds = int(elapsed % 60)\n        \n        if minutes > 0:\n            return f\"{minutes:02d}:{seconds:02d}\"\n        else:\n            return f\"00:{seconds:02d}\"\n    \n    def get_eta(self) -> Optional[str]:\n        \"\"\"\n        Estimate time remaining.\n        \n        Returns:\n            ETA string or None if cannot estimate\n        \"\"\"\n        elapsed = time.time() - self.start_time\n        progress = self.get_overall_progress()\n        \n        if progress <= 0.0:\n            return None\n        \n        total_estimated = elapsed / progress\n        remaining = total_estimated - elapsed\n        \n        if remaining < 0:\n            return \"< 1 min\"\n        \n        minutes = int(remaining // 60)\n        seconds = int(remaining % 60)\n        \n        if minutes > 60:\n            hours = minutes // 60\n            minutes = minutes % 60\n            return f\"{hours}h {minutes}m\"\n        elif minutes > 0:\n            return f\"{minutes}m {seconds}s\"\n        else:\n            return f\"{seconds}s\"",
     "start_line": 11,
@@ -1329,16 +1329,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class ProgressTracker",
-    "component_id": "codewiki/cli/utils/progress.py::ProgressTracker",
+    "component_id": "codewiki\\cli\\utils\\progress.py::ProgressTracker",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/progress.py::ModuleProgressBar": {
-    "id": "codewiki/cli/utils/progress.py::ModuleProgressBar",
+  "codewiki\\cli\\utils\\progress.py::ModuleProgressBar": {
+    "id": "codewiki\\cli\\utils\\progress.py::ModuleProgressBar",
     "name": "ModuleProgressBar",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/progress.py",
-    "relative_path": "codewiki/cli/utils/progress.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\progress.py",
+    "relative_path": "codewiki\\cli\\utils\\progress.py",
     "depends_on": [],
     "source_code": "class ModuleProgressBar:\n    \"\"\"Progress bar for module-by-module generation.\"\"\"\n    \n    def __init__(self, total_modules: int, verbose: bool = False):\n        \"\"\"\n        Initialize module progress bar.\n        \n        Args:\n            total_modules: Total number of modules to process\n            verbose: Enable verbose output\n        \"\"\"\n        self.total_modules = total_modules\n        self.current_module = 0\n        self.verbose = verbose\n        self.bar = None\n        \n        if not verbose:\n            self.bar = click.progressbar(\n                length=total_modules,\n                label=\"Generating modules\",\n                show_eta=True,\n                show_percent=True,\n            )\n            self.bar.__enter__()\n    \n    def update(self, module_name: str, cached: bool = False):\n        \"\"\"\n        Update progress for a module.\n        \n        Args:\n            module_name: Name of the module\n            cached: Whether the module was loaded from cache\n        \"\"\"\n        self.current_module += 1\n        \n        if self.verbose:\n            status = \"✓ (cached)\" if cached else \"⟳ (generating)\"\n            click.echo(f\"  [{self.current_module}/{self.total_modules}] {module_name}... {status}\")\n        elif self.bar:\n            self.bar.update(1)\n    \n    def finish(self):\n        \"\"\"Finish progress bar.\"\"\"\n        if self.bar:\n            self.bar.__exit__(None, None, None)\n            self.bar = None",
     "start_line": 176,
@@ -1350,20 +1350,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class ModuleProgressBar",
-    "component_id": "codewiki/cli/utils/progress.py::ModuleProgressBar",
+    "component_id": "codewiki\\cli\\utils\\progress.py::ModuleProgressBar",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/repo_validator.py::validate_repository": {
-    "id": "codewiki/cli/utils/repo_validator.py::validate_repository",
+  "codewiki\\cli\\utils\\repo_validator.py::validate_repository": {
+    "id": "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
     "name": "validate_repository",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
-    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
+    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
     "depends_on": [
-      "codewiki/cli/utils/validation.py::validate_repository_path",
-      "codewiki/cli/utils/errors.py::RepositoryError",
-      "codewiki/cli/utils/validation.py::detect_supported_languages"
+      "codewiki\\cli\\utils\\errors.py::RepositoryError",
+      "codewiki\\cli\\utils\\validation.py::validate_repository_path",
+      "codewiki\\cli\\utils\\validation.py::detect_supported_languages"
     ],
     "source_code": "def validate_repository(repo_path: Path) -> Tuple[Path, List[Tuple[str, int]]]:\n    \"\"\"\n    Validate repository for documentation generation.\n    \n    Checks:\n    - Path exists and is a directory\n    - Contains supported code files\n    - Has sufficient files for meaningful documentation\n    \n    Args:\n        repo_path: Path to repository\n        \n    Returns:\n        Tuple of (validated_path, language_counts)\n        \n    Raises:\n        RepositoryError: If validation fails\n    \"\"\"\n    # Validate path exists\n    repo_path = validate_repository_path(repo_path)\n    \n    # Detect languages\n    languages = detect_supported_languages(repo_path)\n    \n    if not languages:\n        raise RepositoryError(\n            f\"No supported code files found in {repo_path}\\n\\n\"\n            \"CodeWiki supports: Python, Java, JavaScript, TypeScript, C, C++, C#, PHP\\n\\n\"\n            \"Please navigate to a code repository or specify a custom directory:\\n\"\n            \"  cd /path/to/your/project\\n\"\n            \"  codewiki generate\"\n        )\n    \n    return repo_path, languages",
     "start_line": 38,
@@ -1377,18 +1377,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function validate_repository",
-    "component_id": "codewiki/cli/utils/repo_validator.py::validate_repository",
+    "component_id": "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/repo_validator.py::check_writable_output": {
-    "id": "codewiki/cli/utils/repo_validator.py::check_writable_output",
+  "codewiki\\cli\\utils\\repo_validator.py::check_writable_output": {
+    "id": "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
     "name": "check_writable_output",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
-    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
+    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::RepositoryError"
+      "codewiki\\cli\\utils\\errors.py::RepositoryError"
     ],
     "source_code": "def check_writable_output(output_dir: Path) -> Path:\n    \"\"\"\n    Check if output directory is writable.\n    \n    Args:\n        output_dir: Output directory path\n        \n    Returns:\n        Validated output directory path\n        \n    Raises:\n        RepositoryError: If output directory is not writable\n    \"\"\"\n    output_dir = Path(output_dir).expanduser().resolve()\n    \n    # Check if output directory exists\n    if output_dir.exists():\n        if not output_dir.is_dir():\n            raise RepositoryError(\n                f\"Output path exists but is not a directory: {output_dir}\"\n            )\n        \n        # Check if writable\n        if not os.access(output_dir, os.W_OK):\n            raise RepositoryError(\n                f\"Output directory is not writable: {output_dir}\\n\\n\"\n                f\"Try: chmod u+w {output_dir}\"\n            )\n    else:\n        # Check if parent is writable\n        parent = output_dir.parent\n        if not parent.exists():\n            raise RepositoryError(\n                f\"Parent directory does not exist: {parent}\"\n            )\n        \n        if not os.access(parent, os.W_OK):\n            raise RepositoryError(\n                f\"Cannot create output directory (parent not writable): {parent}\\n\\n\"\n                f\"Try: chmod u+w {parent}\"\n            )\n    \n    return output_dir",
     "start_line": 74,
@@ -1402,16 +1402,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function check_writable_output",
-    "component_id": "codewiki/cli/utils/repo_validator.py::check_writable_output",
+    "component_id": "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/repo_validator.py::_get_git_repo": {
-    "id": "codewiki/cli/utils/repo_validator.py::_get_git_repo",
+  "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo": {
+    "id": "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo",
     "name": "_get_git_repo",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
-    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
+    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
     "depends_on": [],
     "source_code": "def _get_git_repo(repo_path: Path):\n    \"\"\"\n    Find a git repository starting at repo_path and searching parent directories.\n    \n    Args:\n        repo_path: Path to start searching from\n        \n    Returns:\n        git.Repo instance or None if no repository found\n    \"\"\"\n    try:\n        import git\n        return git.Repo(repo_path, search_parent_directories=True)\n    except Exception:\n        return None",
     "start_line": 119,
@@ -1425,18 +1425,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _get_git_repo",
-    "component_id": "codewiki/cli/utils/repo_validator.py::_get_git_repo",
+    "component_id": "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/repo_validator.py::is_git_repository": {
-    "id": "codewiki/cli/utils/repo_validator.py::is_git_repository",
+  "codewiki\\cli\\utils\\repo_validator.py::is_git_repository": {
+    "id": "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
     "name": "is_git_repository",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
-    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
+    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
     "depends_on": [
-      "codewiki/cli/utils/repo_validator.py::_get_git_repo"
+      "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo"
     ],
     "source_code": "def is_git_repository(repo_path: Path) -> bool:\n    \"\"\"\n    Check if path is inside a git repository.\n    \n    Searches parent directories if .git is not directly at repo_path,\n    supporting monorepo subdirectories.\n    \n    Args:\n        repo_path: Path to check\n        \n    Returns:\n        True if inside a git repository, False otherwise\n    \"\"\"\n    return _get_git_repo(repo_path) is not None",
     "start_line": 136,
@@ -1450,18 +1450,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_git_repository",
-    "component_id": "codewiki/cli/utils/repo_validator.py::is_git_repository",
+    "component_id": "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/repo_validator.py::get_git_commit_hash": {
-    "id": "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
+  "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash": {
+    "id": "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
     "name": "get_git_commit_hash",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
-    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
+    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
     "depends_on": [
-      "codewiki/cli/utils/repo_validator.py::_get_git_repo"
+      "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo"
     ],
     "source_code": "def get_git_commit_hash(repo_path: Path) -> str:\n    \"\"\"\n    Get current git commit hash.\n    \n    Searches parent directories to support monorepo subdirectories.\n    \n    Args:\n        repo_path: Path inside a git repository\n        \n    Returns:\n        Commit hash or empty string if not in a git repo\n    \"\"\"\n    repo = _get_git_repo(repo_path)\n    if repo is None:\n        return \"\"\n    \n    try:\n        return repo.head.commit.hexsha\n    except Exception:\n        return \"\"",
     "start_line": 152,
@@ -1475,18 +1475,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_git_commit_hash",
-    "component_id": "codewiki/cli/utils/repo_validator.py::get_git_commit_hash",
+    "component_id": "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/repo_validator.py::get_git_branch": {
-    "id": "codewiki/cli/utils/repo_validator.py::get_git_branch",
+  "codewiki\\cli\\utils\\repo_validator.py::get_git_branch": {
+    "id": "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
     "name": "get_git_branch",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
-    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
+    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
     "depends_on": [
-      "codewiki/cli/utils/repo_validator.py::_get_git_repo"
+      "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo"
     ],
     "source_code": "def get_git_branch(repo_path: Path) -> str:\n    \"\"\"\n    Get current git branch name.\n    \n    Searches parent directories to support monorepo subdirectories.\n    \n    Args:\n        repo_path: Path inside a git repository\n        \n    Returns:\n        Branch name or empty string if not in a git repo\n    \"\"\"\n    repo = _get_git_repo(repo_path)\n    if repo is None:\n        return \"\"\n    \n    try:\n        return repo.active_branch.name\n    except Exception:\n        return \"\"",
     "start_line": 174,
@@ -1500,16 +1500,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_git_branch",
-    "component_id": "codewiki/cli/utils/repo_validator.py::get_git_branch",
+    "component_id": "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/repo_validator.py::count_code_files": {
-    "id": "codewiki/cli/utils/repo_validator.py::count_code_files",
+  "codewiki\\cli\\utils\\repo_validator.py::count_code_files": {
+    "id": "codewiki\\cli\\utils\\repo_validator.py::count_code_files",
     "name": "count_code_files",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/repo_validator.py",
-    "relative_path": "codewiki/cli/utils/repo_validator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
+    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
     "depends_on": [],
     "source_code": "def count_code_files(repo_path: Path) -> int:\n    \"\"\"\n    Count supported code files in repository.\n    \n    Args:\n        repo_path: Repository path\n        \n    Returns:\n        Number of code files\n    \"\"\"\n    count = 0\n    for ext in SUPPORTED_EXTENSIONS:\n        count += len(list(repo_path.rglob(f\"*{ext}\")))\n    return count",
     "start_line": 196,
@@ -1523,18 +1523,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function count_code_files",
-    "component_id": "codewiki/cli/utils/repo_validator.py::count_code_files",
+    "component_id": "codewiki\\cli\\utils\\repo_validator.py::count_code_files",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::validate_url": {
-    "id": "codewiki/cli/utils/validation.py::validate_url",
+  "codewiki\\cli\\utils\\validation.py::validate_url": {
+    "id": "codewiki\\cli\\utils\\validation.py::validate_url",
     "name": "validate_url",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::ConfigurationError"
+      "codewiki\\cli\\utils\\errors.py::ConfigurationError"
     ],
     "source_code": "def validate_url(url: str, require_https: bool = False, allow_localhost: bool = True) -> str:\n    \"\"\"\n    Validate URL format.\n    \n    Args:\n        url: URL to validate\n        require_https: Require HTTPS scheme (except localhost)\n        allow_localhost: Allow localhost URLs\n        \n    Returns:\n        Validated URL\n        \n    Raises:\n        ConfigurationError: If URL is invalid\n    \"\"\"\n    try:\n        parsed = urlparse(url)\n        \n        # Check scheme\n        if not parsed.scheme:\n            raise ConfigurationError(f\"Invalid URL (missing scheme): {url}\")\n        \n        # Check HTTPS requirement\n        if require_https and parsed.scheme != 'https':\n            # Allow HTTP for localhost\n            if allow_localhost and parsed.hostname in ['localhost', '127.0.0.1', '::1']:\n                pass\n            else:\n                raise ConfigurationError(\n                    f\"URL must use HTTPS: {url}\\n\"\n                    f\"HTTP is only allowed for localhost\"\n                )\n        \n        # Check hostname\n        if not parsed.hostname:\n            raise ConfigurationError(f\"Invalid URL (missing hostname): {url}\")\n        \n        return url\n    except ValueError as e:\n        raise ConfigurationError(f\"Invalid URL format: {url}\\nError: {e}\")",
     "start_line": 13,
@@ -1550,18 +1550,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function validate_url",
-    "component_id": "codewiki/cli/utils/validation.py::validate_url",
+    "component_id": "codewiki\\cli\\utils\\validation.py::validate_url",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::validate_api_key": {
-    "id": "codewiki/cli/utils/validation.py::validate_api_key",
+  "codewiki\\cli\\utils\\validation.py::validate_api_key": {
+    "id": "codewiki\\cli\\utils\\validation.py::validate_api_key",
     "name": "validate_api_key",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::ConfigurationError"
+      "codewiki\\cli\\utils\\errors.py::ConfigurationError"
     ],
     "source_code": "def validate_api_key(api_key: str, min_length: int = 10) -> str:\n    \"\"\"\n    Validate API key format.\n    \n    Args:\n        api_key: API key to validate\n        min_length: Minimum key length\n        \n    Returns:\n        Validated API key\n        \n    Raises:\n        ConfigurationError: If API key is invalid\n    \"\"\"\n    if not api_key or not api_key.strip():\n        raise ConfigurationError(\"API key cannot be empty\")\n    \n    api_key = api_key.strip()\n    \n    if len(api_key) < min_length:\n        raise ConfigurationError(\n            f\"API key too short (minimum {min_length} characters)\"\n        )\n    \n    return api_key",
     "start_line": 55,
@@ -1576,18 +1576,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function validate_api_key",
-    "component_id": "codewiki/cli/utils/validation.py::validate_api_key",
+    "component_id": "codewiki\\cli\\utils\\validation.py::validate_api_key",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::validate_model_name": {
-    "id": "codewiki/cli/utils/validation.py::validate_model_name",
+  "codewiki\\cli\\utils\\validation.py::validate_model_name": {
+    "id": "codewiki\\cli\\utils\\validation.py::validate_model_name",
     "name": "validate_model_name",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::ConfigurationError"
+      "codewiki\\cli\\utils\\errors.py::ConfigurationError"
     ],
     "source_code": "def validate_model_name(model: str) -> str:\n    \"\"\"\n    Validate model name format.\n    \n    Args:\n        model: Model name to validate\n        \n    Returns:\n        Validated model name\n        \n    Raises:\n        ConfigurationError: If model name is invalid\n    \"\"\"\n    if not model or not model.strip():\n        raise ConfigurationError(\"Model name cannot be empty\")\n    \n    return model.strip()",
     "start_line": 82,
@@ -1601,18 +1601,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function validate_model_name",
-    "component_id": "codewiki/cli/utils/validation.py::validate_model_name",
+    "component_id": "codewiki\\cli\\utils\\validation.py::validate_model_name",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::validate_output_directory": {
-    "id": "codewiki/cli/utils/validation.py::validate_output_directory",
+  "codewiki\\cli\\utils\\validation.py::validate_output_directory": {
+    "id": "codewiki\\cli\\utils\\validation.py::validate_output_directory",
     "name": "validate_output_directory",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::ConfigurationError"
+      "codewiki\\cli\\utils\\errors.py::ConfigurationError"
     ],
     "source_code": "def validate_output_directory(path: str) -> Path:\n    \"\"\"\n    Validate output directory path.\n    \n    Args:\n        path: Directory path to validate\n        \n    Returns:\n        Validated Path object\n        \n    Raises:\n        ConfigurationError: If path is invalid\n    \"\"\"\n    if not path or not path.strip():\n        raise ConfigurationError(\"Output directory cannot be empty\")\n    \n    try:\n        resolved_path = Path(path).expanduser().resolve()\n        \n        # Check if path is writable (or parent is writable if path doesn't exist)\n        if resolved_path.exists():\n            if not resolved_path.is_dir():\n                raise ConfigurationError(\n                    f\"Output path exists but is not a directory: {path}\"\n                )\n        \n        return resolved_path\n    except Exception as e:\n        raise ConfigurationError(f\"Invalid output directory path: {path}\\nError: {e}\")",
     "start_line": 101,
@@ -1626,18 +1626,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function validate_output_directory",
-    "component_id": "codewiki/cli/utils/validation.py::validate_output_directory",
+    "component_id": "codewiki\\cli\\utils\\validation.py::validate_output_directory",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::validate_repository_path": {
-    "id": "codewiki/cli/utils/validation.py::validate_repository_path",
+  "codewiki\\cli\\utils\\validation.py::validate_repository_path": {
+    "id": "codewiki\\cli\\utils\\validation.py::validate_repository_path",
     "name": "validate_repository_path",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::RepositoryError"
+      "codewiki\\cli\\utils\\errors.py::RepositoryError"
     ],
     "source_code": "def validate_repository_path(path: Path) -> Path:\n    \"\"\"\n    Validate repository path exists and contains code files.\n    \n    Args:\n        path: Repository path to validate\n        \n    Returns:\n        Validated Path object\n        \n    Raises:\n        RepositoryError: If repository is invalid\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if not path.exists():\n        raise RepositoryError(f\"Repository path does not exist: {path}\")\n    \n    if not path.is_dir():\n        raise RepositoryError(f\"Repository path is not a directory: {path}\")\n    \n    return path",
     "start_line": 132,
@@ -1651,16 +1651,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function validate_repository_path",
-    "component_id": "codewiki/cli/utils/validation.py::validate_repository_path",
+    "component_id": "codewiki\\cli\\utils\\validation.py::validate_repository_path",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::detect_supported_languages": {
-    "id": "codewiki/cli/utils/validation.py::detect_supported_languages",
+  "codewiki\\cli\\utils\\validation.py::detect_supported_languages": {
+    "id": "codewiki\\cli\\utils\\validation.py::detect_supported_languages",
     "name": "detect_supported_languages",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [],
     "source_code": "def detect_supported_languages(directory: Path) -> List[Tuple[str, int]]:\n    \"\"\"\n    Detect supported programming languages in a directory.\n    \n    Args:\n        directory: Directory to scan\n        \n    Returns:\n        List of (language, file_count) tuples\n    \"\"\"\n    language_extensions = {\n        'Python': ['.py'],\n        'Java': ['.java'],\n        'JavaScript': ['.js', '.jsx'],\n        'TypeScript': ['.ts', '.tsx'],\n        'C': ['.c', '.h'],\n        'C++': ['.cpp', '.hpp', '.cc', '.hh', '.cxx', '.hxx'],\n        'C#': ['.cs'],\n        'PHP': ['.php', '.phtml', '.inc'],\n        'Kotlin': ['.kt', '.kts'],\n    }\n    \n    # Directories to exclude from counting\n    excluded_dirs = {\n        'node_modules', '__pycache__', '.git', 'build', 'dist', \n        '.venv', 'venv', 'env', '.env', 'target', 'bin', 'obj',\n        '.pytest_cache', '.mypy_cache', '.tox', 'coverage',\n        'htmlcov', '.eggs', '*.egg-info', 'vendor', 'bower_components',\n        '.idea', '.vscode', '.gradle', '.mvn'\n    }\n    \n    def should_exclude_file(file_path: Path) -> bool:\n        \"\"\"Check if file is in an excluded directory.\"\"\"\n        parts = file_path.parts\n        return any(excluded_dir in parts for excluded_dir in excluded_dirs)\n    \n    language_counts = {}\n    \n    for language, extensions in language_extensions.items():\n        count = 0\n        for ext in extensions:\n            # Filter out files in excluded directories\n            count += sum(\n                1 for f in directory.rglob(f\"*{ext}\")\n                if f.is_file() and not should_exclude_file(f)\n            )\n        \n        if count > 0:\n            language_counts[language] = count\n    \n    # Sort by count descending\n    return sorted(language_counts.items(), key=lambda x: x[1], reverse=True)",
     "start_line": 156,
@@ -1674,16 +1674,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function detect_supported_languages",
-    "component_id": "codewiki/cli/utils/validation.py::detect_supported_languages",
+    "component_id": "codewiki\\cli\\utils\\validation.py::detect_supported_languages",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::should_exclude_file": {
-    "id": "codewiki/cli/utils/validation.py::should_exclude_file",
+  "codewiki\\cli\\utils\\validation.py::should_exclude_file": {
+    "id": "codewiki\\cli\\utils\\validation.py::should_exclude_file",
     "name": "should_exclude_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [],
     "source_code": "    def should_exclude_file(file_path: Path) -> bool:\n        \"\"\"Check if file is in an excluded directory.\"\"\"\n        parts = file_path.parts\n        return any(excluded_dir in parts for excluded_dir in excluded_dirs)",
     "start_line": 187,
@@ -1697,16 +1697,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function should_exclude_file",
-    "component_id": "codewiki/cli/utils/validation.py::should_exclude_file",
+    "component_id": "codewiki\\cli\\utils\\validation.py::should_exclude_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::is_top_tier_model": {
-    "id": "codewiki/cli/utils/validation.py::is_top_tier_model",
+  "codewiki\\cli\\utils\\validation.py::is_top_tier_model": {
+    "id": "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
     "name": "is_top_tier_model",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [],
     "source_code": "def is_top_tier_model(model: str) -> bool:\n    \"\"\"\n    Check if a model is considered top-tier for clustering.\n    \n    Args:\n        model: Model name\n        \n    Returns:\n        True if top-tier, False otherwise\n    \"\"\"\n    top_tier_models = [\n        'claude-opus',\n        'claude-sonnet',\n        'gpt-4',\n        'gpt-5',\n        'gemini-2.5',\n    ]\n    \n    model_lower = model.lower()\n    return any(tier in model_lower for tier in top_tier_models)",
     "start_line": 210,
@@ -1720,16 +1720,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_top_tier_model",
-    "component_id": "codewiki/cli/utils/validation.py::is_top_tier_model",
+    "component_id": "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/cli/utils/validation.py::mask_api_key": {
-    "id": "codewiki/cli/utils/validation.py::mask_api_key",
+  "codewiki\\cli\\utils\\validation.py::mask_api_key": {
+    "id": "codewiki\\cli\\utils\\validation.py::mask_api_key",
     "name": "mask_api_key",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/cli/utils/validation.py",
-    "relative_path": "codewiki/cli/utils/validation.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
+    "relative_path": "codewiki\\cli\\utils\\validation.py",
     "depends_on": [],
     "source_code": "def mask_api_key(api_key: str, visible_chars: int = 4) -> str:\n    \"\"\"\n    Mask API key for display, showing only first and last few characters.\n    \n    Args:\n        api_key: API key to mask\n        visible_chars: Number of visible characters at start and end\n        \n    Returns:\n        Masked API key (e.g., \"sk-1234...5678\")\n    \"\"\"\n    if not api_key:\n        return \"Not set\"\n    \n    if len(api_key) <= visible_chars * 2:\n        # Key too short, mask everything except edges\n        return f\"{api_key[:2]}...{api_key[-2:]}\"\n    \n    return f\"{api_key[:visible_chars]}...{api_key[-visible_chars:]}\"",
     "start_line": 232,
@@ -1744,20 +1744,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function mask_api_key",
-    "component_id": "codewiki/cli/utils/validation.py::mask_api_key",
+    "component_id": "codewiki\\cli\\utils\\validation.py::mask_api_key",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::_fine_grained_tools": {
-    "id": "codewiki/mcp/server.py::_fine_grained_tools",
+  "codewiki\\mcp\\server.py::_fine_grained_tools": {
+    "id": "codewiki\\mcp\\server.py::_fine_grained_tools",
     "name": "_fine_grained_tools",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [],
-    "source_code": "def _fine_grained_tools() -> list[Tool]:\n    \"\"\"Return the zero-config, IDE-driven tool set.\"\"\"\n    return [\n        Tool(\n            name=\"analyze_repo\",\n            description=(\n                \"Analyze a code repository's structure, dependencies, and components \"\n                \"using Tree-sitter AST parsing. Returns a component index and leaf nodes. \"\n                \"No LLM required. This is the entry point for the wiki generation pipeline. \"\n                \"After calling this, use get_prompt('cluster') to learn clustering rules, \"\n                \"then save_module_tree to persist your grouping. \"\n                \"INCREMENTAL UPDATE: If docs already exist in output_dir (metadata.json + \"\n                \"module_tree.json), the response includes a 'changes' field showing which \"\n                \"files changed and which modules need updating. Use this to do targeted \"\n                \"edits instead of regenerating everything.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to analyze\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: <repo>/docs)\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include (e.g., '*.py,*.js')\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude (e.g., '*test*,*spec*')\",\n                    },\n                    \"offset\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Pagination offset for component index (default: 0)\",\n                    },\n                    \"limit\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Max components to return per page (default: 100, max: 200)\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"list_components\",\n            description=(\n                \"Browse the component index from an existing analyze_repo session. \"\n                \"Returns a paginated slice with component id, type, and file path. \"\n                \"Use this instead of re-running analyze_repo to see more components.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"offset\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Pagination offset (default: 0)\",\n                    },\n                    \"limit\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Max components to return per page (default: 100)\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n        Tool(\n            name=\"read_code_components\",\n            description=(\n                \"Read the source code for a list of component IDs. \"\n                \"Component IDs have the form 'file_path::ComponentName'. \"\n                \"Returns the source code with language-aware code fences.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"component_ids\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"string\"},\n                        \"description\": \"List of component IDs to read\",\n                    },\n                },\n                \"required\": [\"session_id\", \"component_ids\"],\n            },\n        ),\n        Tool(\n            name=\"view_repo_file\",\n            description=(\n                \"Read-only view of a file or directory inside the analyzed repository. \"\n                \"Use this to explore code that isn't in the component index.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Relative path within the repository\",\n                    },\n                    \"view_range\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"integer\"},\n                        \"description\": \"Optional [start_line, end_line] (1-indexed, -1 for end)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"path\"],\n            },\n        ),\n        Tool(\n            name=\"write_doc_file\",\n            description=(\n                \"Create a new markdown documentation file in the output directory. \"\n                \"Automatically validates Mermaid diagrams after writing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename for the doc (e.g., 'auth_module.md')\",\n                    },\n                    \"content\": {\n                        \"type\": \"string\",\n                        \"description\": \"Markdown content to write\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"content\"],\n            },\n        ),\n        Tool(\n            name=\"edit_doc_file\",\n            description=(\n                \"Edit an existing documentation file. Supports str_replace (find-and-replace), \"\n                \"insert (add text at a line), and undo (revert last edit). \"\n                \"Automatically validates Mermaid diagrams after editing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename of the doc to edit\",\n                    },\n                    \"command\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"str_replace\", \"insert\", \"undo\"],\n                        \"description\": \"Edit command to run\",\n                    },\n                    \"old_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"String to find (required for str_replace)\",\n                    },\n                    \"new_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"Replacement string (for str_replace/insert)\",\n                    },\n                    \"insert_line\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Line number for insert (0-indexed)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"command\"],\n            },\n        ),\n        Tool(\n            name=\"save_module_tree\",\n            description=(\n                \"Save the IDE agent's module clustering result. \"\n                \"Accepts a JSON module tree and persists it to disk. \"\n                \"Returns the recommended leaf-first processing order.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"module_tree\": {\n                        \"type\": \"object\",\n                        \"description\": (\n                            \"Module tree dict. Each key is a module name with value \"\n                            \"{'components': [component_ids], 'children': {nested modules}}\"\n                        ),\n                    },\n                },\n                \"required\": [\"session_id\", \"module_tree\"],\n            },\n        ),\n        Tool(\n            name=\"get_processing_order\",\n            description=(\n                \"Get the leaf-first processing order for documentation generation. \"\n                \"Process leaf modules (is_leaf=true) before parent modules.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n        Tool(\n            name=\"get_prompt\",\n            description=(\n                \"Retrieve CodeWiki's prompt templates for each pipeline stage. \"\n                \"Available types: cluster, system_complex, system_leaf, user, \"\n                \"overview_module, overview_repo. Optionally pass variables to \"\n                \"fill in template placeholders.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"prompt_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\n                            \"cluster\",\n                            \"system_complex\",\n                            \"system_leaf\",\n                            \"user\",\n                            \"overview_module\",\n                            \"overview_repo\",\n                        ],\n                        \"description\": \"Which prompt template to retrieve\",\n                    },\n                    \"variables\": {\n                        \"type\": \"object\",\n                        \"description\": \"Optional template variables to fill in\",\n                    },\n                },\n                \"required\": [\"prompt_type\"],\n            },\n        ),\n        Tool(\n            name=\"close_session\",\n            description=\"Close and clean up an analysis session to free memory.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID to close\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n    ]",
-    "start_line": 66,
-    "end_line": 339,
+    "source_code": "def _fine_grained_tools() -> list[Tool]:\n    \"\"\"Return the zero-config, IDE-driven tool set.\"\"\"\n    return [\n        Tool(\n            name=\"analyze_repo\",\n            description=(\n                \"Analyze a code repository's structure, dependencies, and components \"\n                \"using Tree-sitter AST parsing. No LLM required. \"\n                \"Writes the full component index, leaf nodes, and language stats to \"\n                \"workspace files on disk, and returns file paths plus a compact summary. \"\n                \"Read the workspace files for complete data. \"\n                \"This is the entry point for the wiki generation pipeline. \"\n                \"After calling this, use get_prompt('cluster') to learn clustering rules, \"\n                \"then save_module_tree to persist your grouping. \"\n                \"INCREMENTAL UPDATE: If docs already exist in output_dir (metadata.json + \"\n                \"module_tree.json), the response includes a 'changes' field showing which \"\n                \"files changed and which modules need updating.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to analyze\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: <repo>/docs)\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include (e.g., '*.py,*.js')\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude (e.g., '*test*,*spec*')\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"read_code_components\",\n            description=(\n                \"Write the source code for a list of component IDs to workspace files. \"\n                \"Component IDs have the form 'file_path::ComponentName'. \"\n                \"Each component's full source is written to an individual .src file \"\n                \"in the session's sources/ directory. Returns file paths — no truncation.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"component_ids\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"string\"},\n                        \"description\": \"List of component IDs to read\",\n                    },\n                },\n                \"required\": [\"session_id\", \"component_ids\"],\n            },\n        ),\n        Tool(\n            name=\"write_doc_file\",\n            description=(\n                \"Create a new markdown documentation file in the output directory. \"\n                \"Automatically validates Mermaid diagrams after writing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename for the doc (e.g., 'auth_module.md')\",\n                    },\n                    \"content\": {\n                        \"type\": \"string\",\n                        \"description\": \"Markdown content to write\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"content\"],\n            },\n        ),\n        Tool(\n            name=\"edit_doc_file\",\n            description=(\n                \"Edit an existing documentation file. Supports str_replace (find-and-replace), \"\n                \"insert (add text at a line), and undo (revert last edit). \"\n                \"Automatically validates Mermaid diagrams after editing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename of the doc to edit\",\n                    },\n                    \"command\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"str_replace\", \"insert\", \"undo\"],\n                        \"description\": \"Edit command to run\",\n                    },\n                    \"old_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"String to find (required for str_replace)\",\n                    },\n                    \"new_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"Replacement string (for str_replace/insert)\",\n                    },\n                    \"insert_line\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Line number for insert (0-indexed)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"command\"],\n            },\n        ),\n        Tool(\n            name=\"save_module_tree\",\n            description=(\n                \"Save the IDE agent's module clustering result. \"\n                \"Accepts a JSON module tree and persists it to disk. \"\n                \"Computes the leaf-first processing order and writes it to a workspace file. \"\n                \"Returns the file path for the processing order.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"module_tree\": {\n                        \"type\": \"object\",\n                        \"description\": (\n                            \"Module tree dict. Each key is a module name with value \"\n                            \"{'components': [component_ids], 'children': {nested modules}}\"\n                        ),\n                    },\n                },\n                \"required\": [\"session_id\", \"module_tree\"],\n            },\n        ),\n        Tool(\n            name=\"get_processing_order\",\n            description=(\n                \"Compute and write the leaf-first processing order to a workspace file. \"\n                \"Returns the file path. Process leaf modules (is_leaf=true) before parent modules.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n        Tool(\n            name=\"get_prompt\",\n            description=(\n                \"Retrieve CodeWiki's prompt templates for each pipeline stage. \"\n                \"Available types: cluster, system_complex, system_leaf, user, \"\n                \"overview_module, overview_repo. Optionally pass variables to \"\n                \"fill in template placeholders.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"prompt_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\n                            \"cluster\",\n                            \"system_complex\",\n                            \"system_leaf\",\n                            \"user\",\n                            \"overview_module\",\n                            \"overview_repo\",\n                        ],\n                        \"description\": \"Which prompt template to retrieve\",\n                    },\n                    \"variables\": {\n                        \"type\": \"object\",\n                        \"description\": \"Optional template variables to fill in\",\n                    },\n                },\n                \"required\": [\"prompt_type\"],\n            },\n        ),\n        Tool(\n            name=\"close_session\",\n            description=\"Close and clean up an analysis session to free memory.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID to close\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n    ]",
+    "start_line": 68,
+    "end_line": 285,
     "has_docstring": true,
     "docstring": "Return the zero-config, IDE-driven tool set.",
     "parameters": [],
@@ -1765,20 +1765,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _fine_grained_tools",
-    "component_id": "codewiki/mcp/server.py::_fine_grained_tools",
+    "component_id": "codewiki\\mcp\\server.py::_fine_grained_tools",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::_legacy_tools": {
-    "id": "codewiki/mcp/server.py::_legacy_tools",
+  "codewiki\\mcp\\server.py::_legacy_tools": {
+    "id": "codewiki\\mcp\\server.py::_legacy_tools",
     "name": "_legacy_tools",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [],
     "source_code": "def _legacy_tools() -> list[Tool]:\n    \"\"\"Return the legacy tools that require CodeWiki LLM configuration.\"\"\"\n    return [\n        Tool(\n            name=\"generate_docs\",\n            description=(\n                \"[LEGACY — requires 'codewiki config set' first] \"\n                \"Generate full documentation for a repository in one shot. \"\n                \"For IDE-driven generation, use the fine-grained tools instead.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to document\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: ./docs)\",\n                        \"default\": \"docs\",\n                    },\n                    \"doc_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"api\", \"architecture\", \"user-guide\", \"developer\"],\n                        \"description\": \"Type of documentation to generate\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"get_module_tree\",\n            description=\"Get the existing module clustering tree for a repository.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Directory containing generated docs (default: ./docs)\",\n                        \"default\": \"docs\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n    ]",
-    "start_line": 342,
-    "end_line": 400,
+    "start_line": 288,
+    "end_line": 346,
     "has_docstring": true,
     "docstring": "Return the legacy tools that require CodeWiki LLM configuration.",
     "parameters": [],
@@ -1786,24 +1786,24 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _legacy_tools",
-    "component_id": "codewiki/mcp/server.py::_legacy_tools",
+    "component_id": "codewiki\\mcp\\server.py::_legacy_tools",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::list_tools": {
-    "id": "codewiki/mcp/server.py::list_tools",
+  "codewiki\\mcp\\server.py::list_tools": {
+    "id": "codewiki\\mcp\\server.py::list_tools",
     "name": "list_tools",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [
-      "codewiki/mcp/server.py::_legacy_tools",
-      "codewiki/mcp/server.py::_fine_grained_tools",
-      "codewiki/mcp/server.py::list_tools"
+      "codewiki\\mcp\\server.py::list_tools",
+      "codewiki\\mcp\\server.py::_fine_grained_tools",
+      "codewiki\\mcp\\server.py::_legacy_tools"
     ],
     "source_code": "async def list_tools() -> list[Tool]:\n    \"\"\"List all available CodeWiki MCP tools.\"\"\"\n    return _fine_grained_tools() + _legacy_tools()",
-    "start_line": 408,
-    "end_line": 410,
+    "start_line": 354,
+    "end_line": 356,
     "has_docstring": true,
     "docstring": "List all available CodeWiki MCP tools.",
     "parameters": [],
@@ -1811,29 +1811,29 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function list_tools",
-    "component_id": "codewiki/mcp/server.py::list_tools",
+    "component_id": "codewiki\\mcp\\server.py::list_tools",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::call_tool": {
-    "id": "codewiki/mcp/server.py::call_tool",
+  "codewiki\\mcp\\server.py::call_tool": {
+    "id": "codewiki\\mcp\\server.py::call_tool",
     "name": "call_tool",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [
-      "codewiki/mcp/server.py::_legacy_get_module_tree",
-      "codewiki/mcp/server.py::_write_generation_metadata",
-      "codewiki/mcp/server.py::_text",
-      "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
-      "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
-      "codewiki/mcp/server.py::call_tool",
-      "codewiki/mcp/server.py::_legacy_generate_docs",
-      "codewiki/mcp/tools/analysis.py::handle_analyze_repo"
+      "codewiki\\mcp\\server.py::call_tool",
+      "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
+      "codewiki\\mcp\\server.py::_write_generation_metadata",
+      "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
+      "codewiki\\mcp\\server.py::_legacy_generate_docs",
+      "codewiki\\mcp\\server.py::_text",
+      "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
+      "codewiki\\mcp\\server.py::_legacy_get_module_tree"
     ],
-    "source_code": "async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Route tool calls to the appropriate handler.\"\"\"\n    try:\n        # --- Fine-grained tools (no LLM config needed) ---\n        # Synchronous handlers run via asyncio.to_thread() so they never\n        # block the event loop (which would hang the MCP stdio server).\n        if name == \"analyze_repo\":\n            from codewiki.mcp.tools.analysis import handle_analyze_repo\n            # NOTE: Tree-sitter C extensions are not thread-safe, so this\n            # must run on the main thread (blocking the event loop is\n            # acceptable for this one-time heavy operation).\n            return [_text(handle_analyze_repo(arguments, _store))]\n\n        elif name == \"read_code_components\":\n            from codewiki.mcp.tools.code_reader import handle_read_code_components\n            return [_text(await asyncio.to_thread(handle_read_code_components, arguments, _store))]\n\n        elif name == \"list_components\":\n            from codewiki.mcp.tools.analysis import handle_list_components\n            return [_text(await asyncio.to_thread(handle_list_components, arguments, _store))]\n\n        elif name == \"view_repo_file\":\n            from codewiki.mcp.tools.code_reader import handle_view_repo_file\n            return [_text(await asyncio.to_thread(handle_view_repo_file, arguments, _store))]\n\n        elif name == \"write_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_write_doc_file\n            result = await handle_write_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"edit_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_edit_doc_file\n            result = await handle_edit_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"save_module_tree\":\n            from codewiki.mcp.tools.module_tree import handle_save_module_tree\n            return [_text(await asyncio.to_thread(handle_save_module_tree, arguments, _store))]\n\n        elif name == \"get_processing_order\":\n            from codewiki.mcp.tools.module_tree import handle_get_processing_order\n            return [_text(await asyncio.to_thread(handle_get_processing_order, arguments, _store))]\n\n        elif name == \"get_prompt\":\n            from codewiki.mcp.tools.prompt_server import handle_get_prompt\n            return [_text(await asyncio.to_thread(handle_get_prompt, arguments, _store))]\n\n        elif name == \"close_session\":\n            sid = arguments[\"session_id\"]\n            session = _store.get(sid)\n            if session:\n                _write_generation_metadata(session)\n            removed = _store.remove(sid)\n            return [_text(json.dumps({\n                \"status\": \"closed\" if removed else \"not_found\",\n                \"session_id\": sid,\n            }))]\n\n        # --- Legacy tools (require CodeWiki LLM config) ---\n        elif name == \"generate_docs\":\n            return await _legacy_generate_docs(arguments)\n\n        elif name == \"get_module_tree\":\n            return await _legacy_get_module_tree(arguments)\n\n        else:\n            return [_text(json.dumps({\"error\": f\"Unknown tool: {name}\"}))]\n\n    except Exception as e:\n        logger.error(\"Tool %s failed: %s\", name, e, exc_info=True)\n        return [_text(json.dumps({\"error\": str(e)}))]",
-    "start_line": 414,
-    "end_line": 484,
+    "source_code": "async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Route tool calls to the appropriate handler.\"\"\"\n    try:\n        # --- Fine-grained tools (no LLM config needed) ---\n        # Synchronous handlers run via asyncio.to_thread() so they never\n        # block the event loop (which would hang the MCP stdio server).\n        if name == \"analyze_repo\":\n            from codewiki.mcp.tools.analysis import handle_analyze_repo\n            # NOTE: Tree-sitter C extensions are not thread-safe, so this\n            # must run on the main thread (blocking the event loop is\n            # acceptable for this one-time heavy operation).\n            return [_text(handle_analyze_repo(arguments, _store))]\n\n        elif name == \"read_code_components\":\n            from codewiki.mcp.tools.code_reader import handle_read_code_components\n            return [_text(await asyncio.to_thread(handle_read_code_components, arguments, _store))]\n\n        elif name == \"write_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_write_doc_file\n            result = await handle_write_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"edit_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_edit_doc_file\n            result = await handle_edit_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"save_module_tree\":\n            from codewiki.mcp.tools.module_tree import handle_save_module_tree\n            return [_text(await asyncio.to_thread(handle_save_module_tree, arguments, _store))]\n\n        elif name == \"get_processing_order\":\n            from codewiki.mcp.tools.module_tree import handle_get_processing_order\n            return [_text(await asyncio.to_thread(handle_get_processing_order, arguments, _store))]\n\n        elif name == \"get_prompt\":\n            from codewiki.mcp.tools.prompt_server import handle_get_prompt\n            return [_text(await asyncio.to_thread(handle_get_prompt, arguments, _store))]\n\n        elif name == \"close_session\":\n            sid = arguments[\"session_id\"]\n            session = _store.get(sid)\n            if session:\n                _write_generation_metadata(session)\n                # Clean up workspace files on disk\n                if session.workspace is not None:\n                    session.workspace.cleanup()\n            removed = _store.remove(sid)\n            return [_text(json.dumps({\n                \"status\": \"closed\" if removed else \"not_found\",\n                \"session_id\": sid,\n            }))]\n\n        # --- Legacy tools (require CodeWiki LLM config) ---\n        elif name == \"generate_docs\":\n            return await _legacy_generate_docs(arguments)\n\n        elif name == \"get_module_tree\":\n            return await _legacy_get_module_tree(arguments)\n\n        else:\n            return [_text(json.dumps({\"error\": f\"Unknown tool: {name}\"}))]\n\n    except Exception as e:\n        logger.error(\"Tool %s failed: %s\", name, e, exc_info=True)\n        return [_text(json.dumps({\"error\": str(e)}))]",
+    "start_line": 360,
+    "end_line": 425,
     "has_docstring": true,
     "docstring": "Route tool calls to the appropriate handler.",
     "parameters": [
@@ -1844,22 +1844,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function call_tool",
-    "component_id": "codewiki/mcp/server.py::call_tool",
+    "component_id": "codewiki\\mcp\\server.py::call_tool",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::_load_config": {
-    "id": "codewiki/mcp/server.py::_load_config",
+  "codewiki\\mcp\\server.py::_load_config": {
+    "id": "codewiki\\mcp\\server.py::_load_config",
     "name": "_load_config",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [
-      "codewiki/cli/config_manager.py::ConfigManager"
+      "codewiki\\cli\\config_manager.py::ConfigManager"
     ],
     "source_code": "def _load_config():\n    \"\"\"Load CodeWiki configuration from ~/.codewiki/config.json + keyring.\"\"\"\n    from codewiki.cli.config_manager import ConfigManager\n    manager = ConfigManager()\n    if not manager.load():\n        raise RuntimeError(\n            \"CodeWiki not configured. Run 'codewiki config set' first.\"\n        )\n    return manager",
-    "start_line": 491,
-    "end_line": 499,
+    "start_line": 432,
+    "end_line": 440,
     "has_docstring": true,
     "docstring": "Load CodeWiki configuration from ~/.codewiki/config.json + keyring.",
     "parameters": [],
@@ -1867,26 +1867,26 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _load_config",
-    "component_id": "codewiki/mcp/server.py::_load_config",
+    "component_id": "codewiki\\mcp\\server.py::_load_config",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::_legacy_generate_docs": {
-    "id": "codewiki/mcp/server.py::_legacy_generate_docs",
+  "codewiki\\mcp\\server.py::_legacy_generate_docs": {
+    "id": "codewiki\\mcp\\server.py::_legacy_generate_docs",
     "name": "_legacy_generate_docs",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [
-      "codewiki/src/config.py::set_cli_context",
-      "codewiki/mcp/server.py::_text",
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
-      "codewiki/mcp/server.py::_load_config"
+      "codewiki\\src\\config.py::set_cli_context",
+      "codewiki\\src\\be\\backend.py::is_caw_provider",
+      "codewiki\\mcp\\server.py::_text",
+      "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
+      "codewiki\\mcp\\server.py::_load_config"
     ],
     "source_code": "async def _legacy_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy generate_docs — requires CodeWiki LLM configuration.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    if not repo_path.exists():\n        return [_text(json.dumps({\"error\": f\"Repository not found: {repo_path}\"}))]\n\n    manager = _load_config()\n    config = manager.get_config()\n    api_key = manager.get_api_key()\n\n    from codewiki.src.be.backend import is_caw_provider\n    caw_mode = bool(config) and is_caw_provider(getattr(config, \"provider\", \"\"))\n    if not api_key and not caw_mode:\n        return [_text(json.dumps({\"error\": \"API key not configured. Run 'codewiki config set --api-key <key>'\"}))]\n\n    agent_instructions = {}\n    if arguments.get(\"doc_type\"):\n        agent_instructions[\"doc_type\"] = arguments[\"doc_type\"]\n    if arguments.get(\"include_patterns\"):\n        agent_instructions[\"include_patterns\"] = [p.strip() for p in arguments[\"include_patterns\"].split(\",\")]\n    if arguments.get(\"exclude_patterns\"):\n        agent_instructions[\"exclude_patterns\"] = [p.strip() for p in arguments[\"exclude_patterns\"].split(\",\")]\n\n    from codewiki.src.config import Config as BackendConfig, set_cli_context\n    set_cli_context(True)\n\n    backend_config = BackendConfig.from_cli(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        llm_base_url=config.base_url,\n        llm_api_key=api_key,\n        main_model=config.main_model,\n        cluster_model=config.cluster_model,\n        fallback_model=config.fallback_model,\n        provider=getattr(config, \"provider\", \"openai-compatible\"),\n        aws_region=getattr(config, \"aws_region\", \"us-east-1\"),\n        max_tokens=config.max_tokens,\n        agent_instructions=agent_instructions or None,\n    )\n\n    from codewiki.src.be.documentation_generator import DocumentationGenerator\n    doc_gen = DocumentationGenerator(backend_config)\n    await doc_gen.run()\n\n    generated_files = []\n    for f in output_dir.iterdir():\n        if f.suffix in (\".md\", \".json\", \".html\"):\n            generated_files.append(f.name)\n\n    result = {\n        \"status\": \"success\",\n        \"output_dir\": str(output_dir),\n        \"files_generated\": sorted(generated_files),\n        \"file_count\": len(generated_files),\n    }\n    return [_text(json.dumps(result, indent=2))]",
-    "start_line": 502,
-    "end_line": 559,
+    "start_line": 443,
+    "end_line": 500,
     "has_docstring": true,
     "docstring": "Legacy generate_docs — requires CodeWiki LLM configuration.",
     "parameters": [
@@ -1896,22 +1896,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _legacy_generate_docs",
-    "component_id": "codewiki/mcp/server.py::_legacy_generate_docs",
+    "component_id": "codewiki\\mcp\\server.py::_legacy_generate_docs",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::_legacy_get_module_tree": {
-    "id": "codewiki/mcp/server.py::_legacy_get_module_tree",
+  "codewiki\\mcp\\server.py::_legacy_get_module_tree": {
+    "id": "codewiki\\mcp\\server.py::_legacy_get_module_tree",
     "name": "_legacy_get_module_tree",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [
-      "codewiki/mcp/server.py::_text"
+      "codewiki\\mcp\\server.py::_text"
     ],
-    "source_code": "async def _legacy_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy get_module_tree.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    module_tree_path = output_dir / \"module_tree.json\"\n    if not module_tree_path.exists():\n        return [_text(json.dumps({\n            \"error\": f\"Module tree not found at {module_tree_path}. Run 'codewiki generate' first.\"\n        }))]\n\n    module_tree = json.loads(module_tree_path.read_text())\n\n    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines\n\n    summary = \"\\n\".join(_summarize_tree(module_tree))\n    result = {\n        \"status\": \"success\",\n        \"module_tree_path\": str(module_tree_path),\n        \"total_modules\": len(module_tree),\n        \"tree_summary\": summary,\n    }\n    return [_text(json.dumps(result, indent=2))]",
-    "start_line": 562,
-    "end_line": 594,
+    "source_code": "async def _legacy_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy get_module_tree.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    module_tree_path = output_dir / \"module_tree.json\"\n    if not module_tree_path.exists():\n        return [_text(json.dumps({\n            \"error\": f\"Module tree not found at {module_tree_path}. Run 'codewiki generate' first.\"\n        }))]\n\n    module_tree = json.loads(module_tree_path.read_text(encoding=\"utf-8\"))\n\n    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines\n\n    summary = \"\\n\".join(_summarize_tree(module_tree))\n    result = {\n        \"status\": \"success\",\n        \"module_tree_path\": str(module_tree_path),\n        \"total_modules\": len(module_tree),\n        \"tree_summary\": summary,\n    }\n    return [_text(json.dumps(result, indent=2))]",
+    "start_line": 503,
+    "end_line": 535,
     "has_docstring": true,
     "docstring": "Legacy get_module_tree.",
     "parameters": [
@@ -1921,22 +1921,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _legacy_get_module_tree",
-    "component_id": "codewiki/mcp/server.py::_legacy_get_module_tree",
+    "component_id": "codewiki\\mcp\\server.py::_legacy_get_module_tree",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::_summarize_tree": {
-    "id": "codewiki/mcp/server.py::_summarize_tree",
+  "codewiki\\mcp\\server.py::_summarize_tree": {
+    "id": "codewiki\\mcp\\server.py::_summarize_tree",
     "name": "_summarize_tree",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [
-      "codewiki/mcp/server.py::_summarize_tree"
+      "codewiki\\mcp\\server.py::_summarize_tree"
     ],
     "source_code": "    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines",
-    "start_line": 575,
-    "end_line": 585,
+    "start_line": 516,
+    "end_line": 526,
     "has_docstring": false,
     "docstring": "",
     "parameters": [
@@ -1947,20 +1947,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _summarize_tree",
-    "component_id": "codewiki/mcp/server.py::_summarize_tree",
+    "component_id": "codewiki\\mcp\\server.py::_summarize_tree",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::_text": {
-    "id": "codewiki/mcp/server.py::_text",
+  "codewiki\\mcp\\server.py::_text": {
+    "id": "codewiki\\mcp\\server.py::_text",
     "name": "_text",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [],
     "source_code": "def _text(content: str) -> TextContent:\n    return TextContent(type=\"text\", text=content)",
-    "start_line": 601,
-    "end_line": 602,
+    "start_line": 542,
+    "end_line": 543,
     "has_docstring": false,
     "docstring": "",
     "parameters": [
@@ -1970,22 +1970,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _text",
-    "component_id": "codewiki/mcp/server.py::_text",
+    "component_id": "codewiki\\mcp\\server.py::_text",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::_write_generation_metadata": {
-    "id": "codewiki/mcp/server.py::_write_generation_metadata",
+  "codewiki\\mcp\\server.py::_write_generation_metadata": {
+    "id": "codewiki\\mcp\\server.py::_write_generation_metadata",
     "name": "_write_generation_metadata",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::warning"
+      "codewiki\\cli\\utils\\errors.py::warning"
     ],
     "source_code": "def _write_generation_metadata(session: SessionState) -> None:\n    \"\"\"Write ``metadata.json`` to the session's output directory.\n\n    Records the current git commit and timestamp so that\n    :func:`_detect_changes` can diff against this baseline on the next\n    ``analyze_repo`` call, enabling incremental updates.\n    \"\"\"\n    try:\n        output_dir = Path(session.output_dir)\n        repo_path = Path(session.repo_path)\n\n        commit_id: str | None = None\n        try:\n            import git\n            repo = git.Repo(repo_path, search_parent_directories=True)\n            commit_id = repo.head.commit.hexsha\n        except Exception:\n            pass\n\n        from datetime import datetime\n        metadata = {\n            \"generation_info\": {\n                \"commit_id\": commit_id,\n                \"timestamp\": datetime.now().isoformat(),\n            },\n        }\n        (output_dir / \"metadata.json\").write_text(\n            json.dumps(metadata, indent=2, ensure_ascii=False)\n        )\n    except Exception as e:\n        logger.warning(\"Failed to write metadata.json: %s\", e)",
-    "start_line": 605,
-    "end_line": 635,
+    "start_line": 546,
+    "end_line": 576,
     "has_docstring": true,
     "docstring": "Write ``metadata.json`` to the session's output directory.\n\nRecords the current git commit and timestamp so that\n:func:`_detect_changes` can diff against this baseline on the next\n``analyze_repo`` call, enabling incremental updates.",
     "parameters": [
@@ -1995,20 +1995,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _write_generation_metadata",
-    "component_id": "codewiki/mcp/server.py::_write_generation_metadata",
+    "component_id": "codewiki\\mcp\\server.py::_write_generation_metadata",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/server.py::main": {
-    "id": "codewiki/mcp/server.py::main",
+  "codewiki\\mcp\\server.py::main": {
+    "id": "codewiki\\mcp\\server.py::main",
     "name": "main",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/server.py",
-    "relative_path": "codewiki/mcp/server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
+    "relative_path": "codewiki\\mcp\\server.py",
     "depends_on": [],
     "source_code": "async def main():\n    \"\"\"Run the MCP server with stdio transport.\"\"\"\n    async with stdio_server() as (read_stream, write_stream):\n        await server.run(\n            read_stream,\n            write_stream,\n            server.create_initialization_options(),\n        )",
-    "start_line": 642,
-    "end_line": 649,
+    "start_line": 583,
+    "end_line": 590,
     "has_docstring": true,
     "docstring": "Run the MCP server with stdio transport.",
     "parameters": [],
@@ -2016,20 +2016,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function main",
-    "component_id": "codewiki/mcp/server.py::main",
+    "component_id": "codewiki\\mcp\\server.py::main",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/session.py::SessionState": {
-    "id": "codewiki/mcp/session.py::SessionState",
+  "codewiki\\mcp\\session.py::SessionState": {
+    "id": "codewiki\\mcp\\session.py::SessionState",
     "name": "SessionState",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/session.py",
-    "relative_path": "codewiki/mcp/session.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\session.py",
+    "relative_path": "codewiki\\mcp\\session.py",
     "depends_on": [],
-    "source_code": "class SessionState:\n    \"\"\"Mutable state shared across all MCP tool calls within a session.\"\"\"\n\n    session_id: str\n    repo_path: str\n    output_dir: str\n    components: Dict[str, Node]\n    leaf_nodes: List[str]\n    module_tree: Dict[str, Any] = field(default_factory=dict)\n    registry: Dict[str, Any] = field(default_factory=dict)\n    created_at: float = field(default_factory=time.time)\n    last_accessed: float = field(default_factory=time.time)\n\n    def touch(self) -> None:\n        \"\"\"Update the last-accessed timestamp.\"\"\"\n        self.last_accessed = time.time()\n\n    @property\n    def is_expired(self) -> bool:\n        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS",
-    "start_line": 28,
-    "end_line": 47,
+    "source_code": "class SessionState:\n    \"\"\"Mutable state shared across all MCP tool calls within a session.\"\"\"\n\n    session_id: str\n    repo_path: str\n    output_dir: str\n    components: Dict[str, Node]\n    leaf_nodes: List[str]\n    module_tree: Dict[str, Any] = field(default_factory=dict)\n    registry: Dict[str, Any] = field(default_factory=dict)\n    workspace: Optional[SessionWorkspace] = field(default=None)\n    created_at: float = field(default_factory=time.time)\n    last_accessed: float = field(default_factory=time.time)\n\n    def touch(self) -> None:\n        \"\"\"Update the last-accessed timestamp.\"\"\"\n        self.last_accessed = time.time()\n\n    @property\n    def is_expired(self) -> bool:\n        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS",
+    "start_line": 31,
+    "end_line": 51,
     "has_docstring": true,
     "docstring": "Mutable state shared across all MCP tool calls within a session.",
     "parameters": null,
@@ -2037,22 +2037,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class SessionState",
-    "component_id": "codewiki/mcp/session.py::SessionState",
+    "component_id": "codewiki\\mcp\\session.py::SessionState",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/session.py::SessionStore": {
-    "id": "codewiki/mcp/session.py::SessionStore",
+  "codewiki\\mcp\\session.py::SessionStore": {
+    "id": "codewiki\\mcp\\session.py::SessionStore",
     "name": "SessionStore",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/session.py",
-    "relative_path": "codewiki/mcp/session.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\session.py",
+    "relative_path": "codewiki\\mcp\\session.py",
     "depends_on": [
-      "codewiki/mcp/session.py::SessionState"
+      "codewiki\\mcp\\session.py::SessionState"
     ],
-    "source_code": "class SessionStore:\n    \"\"\"In-memory store for all active MCP sessions (thread-safe).\"\"\"\n\n    def __init__(self) -> None:\n        self._sessions: Dict[str, SessionState] = {}\n        self._lock = threading.Lock()\n\n    def create(\n        self,\n        repo_path: str,\n        output_dir: str,\n        components: Dict[str, Node],\n        leaf_nodes: List[str],\n    ) -> SessionState:\n        \"\"\"Create a new session and return it.\"\"\"\n        with self._lock:\n            self._purge_expired_locked()\n            # Evict oldest if at capacity\n            if len(self._sessions) >= _MAX_SESSIONS:\n                oldest_id = min(\n                    self._sessions,\n                    key=lambda sid: self._sessions[sid].last_accessed,\n                )\n                del self._sessions[oldest_id]\n            session_id = uuid.uuid4().hex[:12]\n            # Ensure no collision\n            while session_id in self._sessions:\n                session_id = uuid.uuid4().hex[:12]\n            state = SessionState(\n                session_id=session_id,\n                repo_path=repo_path,\n                output_dir=output_dir,\n                components=components,\n                leaf_nodes=leaf_nodes,\n            )\n            self._sessions[session_id] = state\n            return state\n\n    def get(self, session_id: str) -> Optional[SessionState]:\n        \"\"\"Return the session or ``None`` if not found / expired.\"\"\"\n        with self._lock:\n            state = self._sessions.get(session_id)\n            if state is None:\n                return None\n            if state.is_expired:\n                del self._sessions[session_id]\n                return None\n            state.touch()\n            return state\n\n    def remove(self, session_id: str) -> bool:\n        \"\"\"Remove a session.  Returns True if it existed.\"\"\"\n        with self._lock:\n            return self._sessions.pop(session_id, None) is not None\n\n    def _purge_expired_locked(self) -> None:\n        \"\"\"Remove all expired sessions.  Caller must hold _lock.\"\"\"\n        expired = [sid for sid, s in self._sessions.items() if s.is_expired]\n        for sid in expired:\n            del self._sessions[sid]",
-    "start_line": 50,
-    "end_line": 109,
+    "source_code": "class SessionStore:\n    \"\"\"In-memory store for all active MCP sessions (thread-safe).\"\"\"\n\n    def __init__(self) -> None:\n        self._sessions: Dict[str, SessionState] = {}\n        self._lock = threading.Lock()\n\n    def create(\n        self,\n        repo_path: str,\n        output_dir: str,\n        components: Dict[str, Node],\n        leaf_nodes: List[str],\n        workspace: Optional[SessionWorkspace] = None,\n    ) -> SessionState:\n        \"\"\"Create a new session and return it.\"\"\"\n        with self._lock:\n            self._purge_expired_locked()\n            # Evict oldest if at capacity\n            if len(self._sessions) >= _MAX_SESSIONS:\n                oldest_id = min(\n                    self._sessions,\n                    key=lambda sid: self._sessions[sid].last_accessed,\n                )\n                evicted = self._sessions[oldest_id]\n                if evicted.workspace is not None:\n                    evicted.workspace.cleanup()\n                del self._sessions[oldest_id]\n            session_id = uuid.uuid4().hex[:12]\n            # Ensure no collision\n            while session_id in self._sessions:\n                session_id = uuid.uuid4().hex[:12]\n            state = SessionState(\n                session_id=session_id,\n                repo_path=repo_path,\n                output_dir=output_dir,\n                components=components,\n                leaf_nodes=leaf_nodes,\n                workspace=workspace,\n            )\n            self._sessions[session_id] = state\n            return state\n\n    def get(self, session_id: str) -> Optional[SessionState]:\n        \"\"\"Return the session or ``None`` if not found / expired.\"\"\"\n        with self._lock:\n            state = self._sessions.get(session_id)\n            if state is None:\n                return None\n            if state.is_expired:\n                if state.workspace is not None:\n                    state.workspace.cleanup()\n                del self._sessions[session_id]\n                return None\n            state.touch()\n            return state\n\n    def remove(self, session_id: str) -> bool:\n        \"\"\"Remove a session.  Returns True if it existed.\"\"\"\n        with self._lock:\n            return self._sessions.pop(session_id, None) is not None\n\n    def _purge_expired_locked(self) -> None:\n        \"\"\"Remove all expired sessions.  Caller must hold _lock.\"\"\"\n        expired = [sid for sid, s in self._sessions.items() if s.is_expired]\n        for sid in expired:\n            state = self._sessions[sid]\n            if state.workspace is not None:\n                state.workspace.cleanup()\n            del self._sessions[sid]",
+    "start_line": 54,
+    "end_line": 123,
     "has_docstring": true,
     "docstring": "In-memory store for all active MCP sessions (thread-safe).",
     "parameters": null,
@@ -2060,49 +2060,24 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class SessionStore",
-    "component_id": "codewiki/mcp/session.py::SessionStore",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki/mcp/tools/analysis.py::_build_component_index": {
-    "id": "codewiki/mcp/tools/analysis.py::_build_component_index",
-    "name": "_build_component_index",
-    "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
-    "relative_path": "codewiki/mcp/tools/analysis.py",
-    "depends_on": [],
-    "source_code": "def _build_component_index(\n    components: Dict[str, Any],\n    offset: int = 0,\n    limit: int = 100,\n) -> Tuple[list, Dict[str, int]]:\n    \"\"\"Build a lightweight component index for the MCP response.\n\n    Returns (index_list, pagination_info).  Each entry only carries *id*,\n    *type*, and *file* — dependency details are available on demand via\n    ``read_code_components``.\n    \"\"\"\n    all_ids = list(components.keys())\n    total = len(all_ids)\n    offset = max(0, int(offset))       # prevent negative-index wrapping\n    limit = min(max(int(limit), 1), 200)  # clamp to [1, 200]\n    page_ids = all_ids[offset : offset + limit]\n    index: list[dict] = []\n    for comp_id in page_ids:\n        node = components[comp_id]\n        index.append({\n            \"id\": comp_id,\n            \"type\": getattr(node, \"component_type\", \"unknown\"),\n            \"file\": getattr(node, \"relative_path\", \"\"),\n        })\n    pagination = {\n        \"total\": total,\n        \"offset\": offset,\n        \"limit\": limit,\n        \"has_more\": (offset + limit) < total,\n    }\n    return index, pagination",
-    "start_line": 23,
-    "end_line": 53,
-    "has_docstring": true,
-    "docstring": "Build a lightweight component index for the MCP response.\n\nReturns (index_list, pagination_info).  Each entry only carries *id*,\n*type*, and *file* — dependency details are available on demand via\n``read_code_components``.",
-    "parameters": [
-      "components",
-      "offset",
-      "limit"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _build_component_index",
-    "component_id": "codewiki/mcp/tools/analysis.py::_build_component_index",
+    "component_id": "codewiki\\mcp\\session.py::SessionStore",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/analysis.py::_detect_changes": {
-    "id": "codewiki/mcp/tools/analysis.py::_detect_changes",
+  "codewiki\\mcp\\tools\\analysis.py::_detect_changes": {
+    "id": "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
     "name": "_detect_changes",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
-    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
+    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
     "depends_on": [
-      "codewiki/mcp/tools/analysis.py::_detect_via_git",
-      "codewiki/mcp/tools/analysis.py::_find_affected_modules",
-      "codewiki/mcp/tools/analysis.py::_detect_via_mtime"
+      "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
+      "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
+      "codewiki\\mcp\\tools\\analysis.py::_detect_via_git"
     ],
-    "source_code": "def _detect_changes(\n    repo_path: Path,\n    output_dir: Path,\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Detect changes since last documentation generation.\n\n    Returns a changes dict with affected modules, or None if no previous\n    generation exists (first run).\n\n    Detection strategy:\n      1. Git-based: compare stored commit_id with current HEAD, plus check\n         uncommitted changes via ``git status``.\n      2. Fallback: compare file mtime with stored ``timestamp`` in metadata.\n    \"\"\"\n    metadata_path = output_dir / \"metadata.json\"\n    module_tree_path = output_dir / \"module_tree.json\"\n\n    if not metadata_path.exists() or not module_tree_path.exists():\n        return None\n\n    try:\n        metadata = json.loads(metadata_path.read_text())\n        module_tree = json.loads(module_tree_path.read_text())\n    except (json.JSONDecodeError, OSError):\n        return None\n\n    # Try git-based detection first\n    changes = _detect_via_git(repo_path, metadata)\n\n    # Fallback to mtime-based detection\n    if changes is None:\n        changes = _detect_via_mtime(repo_path, metadata)\n\n    if changes is None:\n        return None\n\n    changed_files = changes[\"changed_files\"]\n    if not changed_files:\n        return {\n            \"has_previous\": True,\n            \"no_changes\": True,\n            \"method\": changes.get(\"method\", \"unknown\"),\n            \"message\": \"No changes detected since last generation. Documentation is up to date.\",\n        }\n\n    affected, cascade = _find_affected_modules(module_tree, changed_files)\n\n    return {\n        \"has_previous\": True,\n        \"no_changes\": False,\n        \"method\": changes.get(\"method\", \"unknown\"),\n        \"changed_files\": changed_files[:50],\n        \"affected_modules\": sorted(affected),\n        \"cascade_modules\": sorted(cascade),\n        \"hint\": (\n            f\"Only {len(affected)} module(s) need updating: {sorted(affected)}. \"\n            f\"Parent modules to refresh: {sorted(cascade)}. \"\n            \"Use edit_doc_file for targeted updates, write_doc_file for new modules.\"\n        ),\n    }",
-    "start_line": 60,
-    "end_line": 119,
+    "source_code": "def _detect_changes(\n    repo_path: Path,\n    output_dir: Path,\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Detect changes since last documentation generation.\n\n    Returns a changes dict with affected modules, or None if no previous\n    generation exists (first run).\n\n    Detection strategy:\n      1. Git-based: compare stored commit_id with current HEAD, plus check\n         uncommitted changes via ``git status``.\n      2. Fallback: compare file mtime with stored ``timestamp`` in metadata.\n    \"\"\"\n    metadata_path = output_dir / \"metadata.json\"\n    module_tree_path = output_dir / \"module_tree.json\"\n\n    if not metadata_path.exists() or not module_tree_path.exists():\n        return None\n\n    try:\n        metadata = json.loads(metadata_path.read_text(encoding=\"utf-8\"))\n        module_tree = json.loads(module_tree_path.read_text(encoding=\"utf-8\"))\n    except (json.JSONDecodeError, OSError, UnicodeDecodeError):\n        return None\n\n    # Try git-based detection first\n    changes = _detect_via_git(repo_path, metadata)\n\n    # Fallback to mtime-based detection\n    if changes is None:\n        changes = _detect_via_mtime(repo_path, metadata)\n\n    if changes is None:\n        return None\n\n    changed_files = changes[\"changed_files\"]\n    if not changed_files:\n        return {\n            \"has_previous\": True,\n            \"no_changes\": True,\n            \"method\": changes.get(\"method\", \"unknown\"),\n            \"message\": \"No changes detected since last generation. Documentation is up to date.\",\n        }\n\n    affected, cascade = _find_affected_modules(module_tree, changed_files)\n\n    return {\n        \"has_previous\": True,\n        \"no_changes\": False,\n        \"method\": changes.get(\"method\", \"unknown\"),\n        \"changed_files\": changed_files,\n        \"affected_modules\": sorted(affected),\n        \"cascade_modules\": sorted(cascade),\n        \"hint\": (\n            f\"Only {len(affected)} module(s) need updating: {sorted(affected)}. \"\n            f\"Parent modules to refresh: {sorted(cascade)}. \"\n            \"Use edit_doc_file for targeted updates, write_doc_file for new modules.\"\n        ),\n    }",
+    "start_line": 29,
+    "end_line": 88,
     "has_docstring": true,
     "docstring": "Detect changes since last documentation generation.\n\nReturns a changes dict with affected modules, or None if no previous\ngeneration exists (first run).\n\nDetection strategy:\n  1. Git-based: compare stored commit_id with current HEAD, plus check\n     uncommitted changes via ``git status``.\n  2. Fallback: compare file mtime with stored ``timestamp`` in metadata.",
     "parameters": [
@@ -2113,20 +2088,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _detect_changes",
-    "component_id": "codewiki/mcp/tools/analysis.py::_detect_changes",
+    "component_id": "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/analysis.py::_detect_via_git": {
-    "id": "codewiki/mcp/tools/analysis.py::_detect_via_git",
+  "codewiki\\mcp\\tools\\analysis.py::_detect_via_git": {
+    "id": "codewiki\\mcp\\tools\\analysis.py::_detect_via_git",
     "name": "_detect_via_git",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
-    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
+    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
     "depends_on": [],
     "source_code": "def _detect_via_git(\n    repo_path: Path,\n    metadata: Dict[str, Any],\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Detect changes via git. Returns None if not in a git repo.\n\n    Checks both committed changes (diff against stored commit_id) and\n    uncommitted changes (``git status``).\n    \"\"\"\n    try:\n        import git\n        repo = git.Repo(repo_path, search_parent_directories=True)\n    except Exception:\n        return None\n\n    prev_commit = metadata.get(\"generation_info\", {}).get(\"commit_id\")\n    try:\n        current_commit = repo.head.commit.hexsha\n    except Exception:\n        return None\n\n    changed: list[str] = []\n    method = \"git\"\n\n    # 1) Committed changes since last generation\n    if prev_commit and prev_commit != current_commit:\n        try:\n            diff_index = repo.commit(prev_commit).diff(current_commit)\n            seen: set[str] = set()\n            for diff in diff_index:\n                if diff.a_path and diff.a_path not in seen:\n                    changed.append(diff.a_path)\n                    seen.add(diff.a_path)\n                if diff.b_path and diff.b_path not in seen:\n                    changed.append(diff.b_path)\n                    seen.add(diff.b_path)\n        except Exception:\n            pass\n\n    # 2) Uncommitted changes (user may have edited but not committed)\n    try:\n        for item in repo.untracked_files:\n            if item not in changed:\n                changed.append(item)\n        for file_path in [d.a_path for d in repo.index.diff(None)]:\n            if file_path and file_path not in changed:\n                changed.append(file_path)\n    except Exception:\n        pass\n\n    return {\"changed_files\": changed, \"method\": method}",
-    "start_line": 122,
-    "end_line": 172,
+    "start_line": 91,
+    "end_line": 141,
     "has_docstring": true,
     "docstring": "Detect changes via git. Returns None if not in a git repo.\n\nChecks both committed changes (diff against stored commit_id) and\nuncommitted changes (``git status``).",
     "parameters": [
@@ -2137,20 +2112,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _detect_via_git",
-    "component_id": "codewiki/mcp/tools/analysis.py::_detect_via_git",
+    "component_id": "codewiki\\mcp\\tools\\analysis.py::_detect_via_git",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/analysis.py::_detect_via_mtime": {
-    "id": "codewiki/mcp/tools/analysis.py::_detect_via_mtime",
+  "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime": {
+    "id": "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
     "name": "_detect_via_mtime",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
-    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
+    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
     "depends_on": [],
     "source_code": "def _detect_via_mtime(\n    repo_path: Path,\n    metadata: Dict[str, Any],\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Fallback: detect changed files by comparing mtime with generation timestamp.\"\"\"\n    timestamp_str = metadata.get(\"generation_info\", {}).get(\"timestamp\")\n    if not timestamp_str:\n        return None\n\n    try:\n        from datetime import datetime\n        prev_time = datetime.fromisoformat(timestamp_str).timestamp()\n    except (ValueError, TypeError):\n        return None\n\n    # Language extensions recognized by CodeWiki\n    source_extensions = {\n        \".py\", \".java\", \".js\", \".jsx\", \".ts\", \".tsx\",\n        \".c\", \".h\", \".cpp\", \".hpp\", \".cc\", \".hh\",\n        \".cs\", \".kt\", \".kts\",\n    }\n\n    changed: list[str] = []\n    for dirpath, dirnames, filenames in os.walk(repo_path):\n        # Skip hidden dirs and common non-source dirs\n        dirnames[:] = [\n            d for d in dirnames\n            if not d.startswith(\".\") and d not in (\"node_modules\", \"__pycache__\", \"venv\", \".venv\")\n        ]\n        for filename in filenames:\n            filepath = Path(dirpath) / filename\n            if filepath.suffix.lower() not in source_extensions:\n                continue\n            try:\n                if filepath.stat().st_mtime > prev_time:\n                    rel_path = str(filepath.relative_to(repo_path))\n                    changed.append(rel_path)\n            except OSError:\n                continue\n\n    return {\"changed_files\": changed, \"method\": \"mtime\"}",
-    "start_line": 175,
-    "end_line": 215,
+    "start_line": 144,
+    "end_line": 184,
     "has_docstring": true,
     "docstring": "Fallback: detect changed files by comparing mtime with generation timestamp.",
     "parameters": [
@@ -2161,20 +2136,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _detect_via_mtime",
-    "component_id": "codewiki/mcp/tools/analysis.py::_detect_via_mtime",
+    "component_id": "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/analysis.py::_find_affected_modules": {
-    "id": "codewiki/mcp/tools/analysis.py::_find_affected_modules",
+  "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules": {
+    "id": "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
     "name": "_find_affected_modules",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
-    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
+    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
     "depends_on": [],
     "source_code": "def _find_affected_modules(\n    module_tree: Dict[str, Any],\n    changed_files: List[str],\n) -> Tuple[set, set]:\n    \"\"\"Map changed files to affected modules using module_tree.json.\n\n    Uses substring matching (same as the CLI ``_invalidate_affected_modules``).\n    Returns (affected_modules, cascade_parent_modules).\n    \"\"\"\n    affected: set[str] = set()\n    cascade: set[str] = set()\n\n    def _walk(tree: Dict, parents: list[str] | None = None):\n        if parents is None:\n            parents = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            hit = False\n            for comp in components:\n                if any(cf in comp or comp in cf for cf in changed_files):\n                    hit = True\n                    break\n            if hit:\n                affected.add(mod_name)\n                cascade.update(parents)\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _walk(children, parents + [mod_name])\n\n    _walk(module_tree)\n\n    # overview.md depends on all child docs, always refresh if anything changed\n    if affected:\n        cascade.add(\"overview\")\n\n    return affected, cascade",
-    "start_line": 218,
-    "end_line": 254,
+    "start_line": 187,
+    "end_line": 223,
     "has_docstring": true,
     "docstring": "Map changed files to affected modules using module_tree.json.\n\nUses substring matching (same as the CLI ``_invalidate_affected_modules``).\nReturns (affected_modules, cascade_parent_modules).",
     "parameters": [
@@ -2185,22 +2160,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _find_affected_modules",
-    "component_id": "codewiki/mcp/tools/analysis.py::_find_affected_modules",
+    "component_id": "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/analysis.py::_walk": {
-    "id": "codewiki/mcp/tools/analysis.py::_walk",
+  "codewiki\\mcp\\tools\\analysis.py::_walk": {
+    "id": "codewiki\\mcp\\tools\\analysis.py::_walk",
     "name": "_walk",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
-    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
+    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
     "depends_on": [
-      "codewiki/mcp/tools/analysis.py::_walk"
+      "codewiki\\mcp\\tools\\analysis.py::_walk"
     ],
     "source_code": "    def _walk(tree: Dict, parents: list[str] | None = None):\n        if parents is None:\n            parents = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            hit = False\n            for comp in components:\n                if any(cf in comp or comp in cf for cf in changed_files):\n                    hit = True\n                    break\n            if hit:\n                affected.add(mod_name)\n                cascade.update(parents)\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _walk(children, parents + [mod_name])",
-    "start_line": 230,
-    "end_line": 246,
+    "start_line": 199,
+    "end_line": 215,
     "has_docstring": false,
     "docstring": "",
     "parameters": [
@@ -2211,27 +2186,27 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _walk",
-    "component_id": "codewiki/mcp/tools/analysis.py::_walk",
+    "component_id": "codewiki\\mcp\\tools\\analysis.py::_walk",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/analysis.py::handle_analyze_repo": {
-    "id": "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
+  "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo": {
+    "id": "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
     "name": "handle_analyze_repo",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
-    "relative_path": "codewiki/mcp/tools/analysis.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
+    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
-      "codewiki/mcp/tools/analysis.py::_detect_changes",
-      "codewiki/src/config.py::Config",
-      "codewiki/mcp/tools/analysis.py::_build_component_index"
+      "codewiki\\mcp\\workspace.py::SessionWorkspace",
+      "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
+      "codewiki\\src\\config.py::Config",
+      "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder"
     ],
-    "source_code": "def handle_analyze_repo(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Run the dependency analysis and return the session + component index.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    if not repo_path.exists():\n        return json.dumps({\"error\": f\"Repository not found: {repo_path}\"})\n\n    output_dir = Path(arguments.get(\"output_dir\", str(repo_path / \"docs\"))).expanduser().resolve()\n    output_dir.mkdir(parents=True, exist_ok=True)\n\n    # Build a minimal Config for the dependency analyzer (no LLM fields used)\n    from codewiki.src.config import Config\n    config = Config(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir / \"temp\"),\n        dependency_graph_dir=str(output_dir / \"temp\" / \"dependency_graphs\"),\n        docs_dir=str(output_dir),\n        max_depth=2,\n        llm_base_url=\"not-needed\",\n        llm_api_key=\"not-needed\",\n        main_model=\"unused\",\n        cluster_model=\"unused\",\n    )\n\n    # Apply optional include/exclude patterns\n    include = arguments.get(\"include_patterns\")\n    exclude = arguments.get(\"exclude_patterns\")\n    if include or exclude:\n        agent_instructions: Dict[str, Any] = {}\n        if include:\n            agent_instructions[\"include_patterns\"] = [p.strip() for p in include.split(\",\")]\n        if exclude:\n            agent_instructions[\"exclude_patterns\"] = [p.strip() for p in exclude.split(\",\")]\n        config.agent_instructions = agent_instructions\n\n    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder\n    builder = DependencyGraphBuilder(config)\n    components, leaf_nodes = builder.build_dependency_graph()\n\n    session = store.create(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        components=components,\n        leaf_nodes=leaf_nodes,\n    )\n\n    # Pagination for the component index\n    offset = int(arguments.get(\"offset\", 0))\n    limit = int(arguments.get(\"limit\", 100))\n    index, pagination = _build_component_index(components, offset=offset, limit=limit)\n\n    # Language stats\n    languages: Dict[str, int] = {}\n    for node in components.values():\n        lang = getattr(node, \"language\", \"unknown\")\n        languages[lang] = languages.get(lang, 0) + 1\n\n    # Incremental update: detect changes since last generation\n    changes = _detect_changes(repo_path, output_dir)\n\n    result = {\n        \"session_id\": session.session_id,\n        \"repo_name\": repo_path.name,\n        \"repo_path\": str(repo_path),\n        \"output_dir\": str(output_dir),\n        \"languages\": languages,\n        \"total_components\": len(components),\n        \"total_leaf_nodes\": len(leaf_nodes),\n        \"leaf_nodes\": leaf_nodes[:50],\n        \"component_index\": index,\n        \"pagination\": pagination,\n        \"changes\": changes,\n        \"hint\": (\n            \"Use read_code_components(session_id, component_ids) to read source code. \"\n            \"Use save_module_tree(session_id, module_tree) after clustering. \"\n            \"Call get_prompt('cluster') for clustering rules.\"\n        ),\n    }\n    if pagination[\"has_more\"]:\n        result[\"hint\"] += (\n            f\" Component index has {pagination['total']} items; \"\n            f\"call list_components(session_id='{session.session_id}', offset={offset + limit}) to see the next page.\"\n        )\n    if changes and not changes.get(\"no_changes\"):\n        result[\"hint\"] = (\n            \"Incremental update detected. Only update affected modules listed in \"\n            \"'changes.affected_modules'. Use edit_doc_file for targeted updates. \"\n            \"Refresh cascade parent modules in 'changes.cascade_modules'.\"\n        )\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 257,
-    "end_line": 348,
+    "source_code": "def handle_analyze_repo(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Run the dependency analysis, write results to workspace files,\n    and return a compact summary with file paths.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    if not repo_path.exists():\n        return json.dumps({\"error\": f\"Repository not found: {repo_path}\"})\n\n    output_dir = Path(arguments.get(\"output_dir\", str(repo_path / \"docs\"))).expanduser().resolve()\n    output_dir.mkdir(parents=True, exist_ok=True)\n\n    # Build a minimal Config for the dependency analyzer (no LLM fields used)\n    from codewiki.src.config import Config\n    config = Config(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir / \"temp\"),\n        dependency_graph_dir=str(output_dir / \"temp\" / \"dependency_graphs\"),\n        docs_dir=str(output_dir),\n        max_depth=2,\n        llm_base_url=\"not-needed\",\n        llm_api_key=\"not-needed\",\n        main_model=\"unused\",\n        cluster_model=\"unused\",\n    )\n\n    # Apply optional include/exclude patterns\n    include = arguments.get(\"include_patterns\")\n    exclude = arguments.get(\"exclude_patterns\")\n    if include or exclude:\n        agent_instructions: Dict[str, Any] = {}\n        if include:\n            agent_instructions[\"include_patterns\"] = [p.strip() for p in include.split(\",\")]\n        if exclude:\n            agent_instructions[\"exclude_patterns\"] = [p.strip() for p in exclude.split(\",\")]\n        config.agent_instructions = agent_instructions\n\n    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder\n    builder = DependencyGraphBuilder(config)\n    components, leaf_nodes = builder.build_dependency_graph()\n\n    # Create the session (generates session_id)\n    session = store.create(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        components=components,\n        leaf_nodes=leaf_nodes,\n    )\n\n    # Create the workspace with the real session_id\n    workspace = SessionWorkspace(repo_path, session.session_id)\n    session.workspace = workspace\n\n    # -- Write full data to workspace files --\n\n    # 1. Full component index (no pagination)\n    component_index: list[dict] = []\n    for comp_id, node in components.items():\n        component_index.append({\n            \"id\": comp_id,\n            \"type\": getattr(node, \"component_type\", \"unknown\"),\n            \"file\": getattr(node, \"relative_path\", \"\"),\n        })\n    workspace.write_json(\"component_index.json\", component_index)\n\n    # 2. Full leaf nodes list\n    workspace.write_json(\"leaf_nodes.json\", leaf_nodes)\n\n    # 3. Language stats\n    languages: Dict[str, int] = {}\n    for node in components.values():\n        lang = getattr(node, \"language\", \"unknown\")\n        languages[lang] = languages.get(lang, 0) + 1\n    workspace.write_json(\"languages.json\", languages)\n\n    # 4. Incremental update: detect changes since last generation\n    changes = _detect_changes(repo_path, output_dir)\n    if changes is not None:\n        workspace.write_json(\"changes.json\", changes)\n\n    # 5. Summary with preview for quick reference\n    summary = {\n        \"session_id\": session.session_id,\n        \"repo_name\": repo_path.name,\n        \"repo_path\": str(repo_path),\n        \"output_dir\": str(output_dir),\n        \"total_components\": len(components),\n        \"total_leaf_nodes\": len(leaf_nodes),\n        \"languages\": languages,\n        \"leaf_nodes_preview\": leaf_nodes[:20],\n    }\n    workspace.write_json(\"summary.json\", summary)\n\n    # -- Return compact MCP response --\n    result = {\n        \"session_id\": session.session_id,\n        \"workspace_dir\": str(workspace.root),\n        \"repo_name\": repo_path.name,\n        \"output_dir\": str(output_dir),\n        \"stats\": {\n            \"total_components\": len(components),\n            \"total_leaf_nodes\": len(leaf_nodes),\n            \"languages\": languages,\n        },\n        \"files\": {\n            \"component_index\": str(workspace.root / \"component_index.json\"),\n            \"leaf_nodes\": str(workspace.root / \"leaf_nodes.json\"),\n            \"languages\": str(workspace.root / \"languages.json\"),\n            \"summary\": str(workspace.root / \"summary.json\"),\n        },\n        \"changes\": changes,\n        \"hint\": (\n            \"Read the files above for full data. \"\n            \"Use read_code_components(session_id, component_ids) to read source code. \"\n            \"Use save_module_tree(session_id, module_tree) after clustering. \"\n            \"Call get_prompt('cluster') for clustering rules.\"\n        ),\n    }\n    if changes and not changes.get(\"no_changes\"):\n        result[\"hint\"] = (\n            \"Incremental update detected. Only update affected modules listed in \"\n            \"'changes.affected_modules'. Use edit_doc_file for targeted updates. \"\n            \"Refresh cascade parent modules in 'changes.cascade_modules'.\"\n        )\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 226,
+    "end_line": 351,
     "has_docstring": true,
-    "docstring": "Run the dependency analysis and return the session + component index.",
+    "docstring": "Run the dependency analysis, write results to workspace files,\nand return a compact summary with file paths.",
     "parameters": [
       "arguments",
       "store"
@@ -2240,98 +2215,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_analyze_repo",
-    "component_id": "codewiki/mcp/tools/analysis.py::handle_analyze_repo",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki/mcp/tools/analysis.py::handle_list_components": {
-    "id": "codewiki/mcp/tools/analysis.py::handle_list_components",
-    "name": "handle_list_components",
-    "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/analysis.py",
-    "relative_path": "codewiki/mcp/tools/analysis.py",
-    "depends_on": [
-      "codewiki/mcp/tools/analysis.py::_build_component_index"
-    ],
-    "source_code": "def handle_list_components(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return a paginated slice of the component index from an existing session.\"\"\"\n    session = store.get(arguments[\"session_id\"])\n    if session is None:\n        return json.dumps({\"error\": \"Session not found or expired.\"})\n\n    offset = int(arguments.get(\"offset\", 0))\n    limit = int(arguments.get(\"limit\", 100))\n    index, pagination = _build_component_index(\n        session.components, offset=offset, limit=limit,\n    )\n\n    result = {\n        \"session_id\": session.session_id,\n        \"component_index\": index,\n        \"pagination\": pagination,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 351,
-    "end_line": 371,
-    "has_docstring": true,
-    "docstring": "Return a paginated slice of the component index from an existing session.",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_list_components",
-    "component_id": "codewiki/mcp/tools/analysis.py::handle_list_components",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki/mcp/tools/code_reader.py::_maybe_truncate": {
-    "id": "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
-    "name": "_maybe_truncate",
-    "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
-    "relative_path": "codewiki/mcp/tools/code_reader.py",
-    "depends_on": [],
-    "source_code": "def _maybe_truncate(text: str, limit: int = _MAX_RESPONSE_LEN) -> str:\n    if len(text) <= limit:\n        return text\n    return text[:limit] + \"\\n\\n<response clipped — use view_repo_file with view_range to read more>\"",
-    "start_line": 28,
-    "end_line": 31,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "text",
-      "limit"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _maybe_truncate",
-    "component_id": "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki/mcp/tools/code_reader.py::_is_within": {
-    "id": "codewiki/mcp/tools/code_reader.py::_is_within",
-    "name": "_is_within",
-    "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
-    "relative_path": "codewiki/mcp/tools/code_reader.py",
-    "depends_on": [],
-    "source_code": "def _is_within(path: Path, base: Path) -> bool:\n    \"\"\"Return True if *path* resolves to somewhere inside *base*.\"\"\"\n    try:\n        path.resolve().relative_to(base.resolve())\n        return True\n    except ValueError:\n        return False",
-    "start_line": 34,
-    "end_line": 40,
-    "has_docstring": true,
-    "docstring": "Return True if *path* resolves to somewhere inside *base*.",
-    "parameters": [
-      "path",
-      "base"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _is_within",
-    "component_id": "codewiki/mcp/tools/code_reader.py::_is_within",
+    "component_id": "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/code_reader.py::handle_read_code_components": {
-    "id": "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
+  "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components": {
+    "id": "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components",
     "name": "handle_read_code_components",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
-    "relative_path": "codewiki/mcp/tools/code_reader.py",
-    "depends_on": [
-      "codewiki/mcp/tools/code_reader.py::_maybe_truncate"
-    ],
-    "source_code": "def handle_read_code_components(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return the source code for a list of component IDs.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    component_ids: List[str] = arguments[\"component_ids\"]\n    # Cap the number of components to avoid oversized responses\n    if len(component_ids) > _MAX_COMPONENTS_PER_CALL:\n        component_ids = component_ids[:_MAX_COMPONENTS_PER_CALL]\n\n    components = session.components\n    results = []\n    for cid in component_ids:\n        node = components.get(cid)\n        if node is None:\n            results.append(f\"# Component {cid} not found\\n\")\n        else:\n            lang = getattr(node, \"language\", \"\")\n            fence = lang if lang else \"\"\n            code = getattr(node, \"source_code\", \"\").strip()\n            if len(code) > _MAX_COMPONENT_SOURCE_LEN:\n                code = code[:_MAX_COMPONENT_SOURCE_LEN] + (\n                    f\"\\n\\n... <truncated {len(code) - _MAX_COMPONENT_SOURCE_LEN} chars; \"\n                    f\"use view_repo_file to read the full source>\"\n                )\n            results.append(f\"## {cid} ({getattr(node, 'component_type', '')})\\n```{fence}\\n{code}\\n```\\n\")\n\n    output = \"\\n\".join(results)\n    if len(arguments[\"component_ids\"]) > _MAX_COMPONENTS_PER_CALL:\n        output = f\"<only first {_MAX_COMPONENTS_PER_CALL} components shown; call again with the remaining IDs>\\n\\n\" + output\n    return _maybe_truncate(output)",
-    "start_line": 43,
-    "end_line": 78,
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\code_reader.py",
+    "relative_path": "codewiki\\mcp\\tools\\code_reader.py",
+    "depends_on": [],
+    "source_code": "def handle_read_code_components(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Write the source code for given component IDs to workspace files.\n\n    Returns a compact JSON with file paths — no source code inline.\n    \"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    if session.workspace is None:\n        return json.dumps({\"error\": \"Session workspace not initialized.\"})\n\n    component_ids: List[str] = arguments[\"component_ids\"]\n    components = session.components\n    workspace = session.workspace\n\n    written_files: Dict[str, str] = {}  # filename -> component_id\n    not_found: List[str] = []\n\n    for cid in component_ids:\n        node = components.get(cid)\n        if node is None:\n            not_found.append(cid)\n            continue\n        lang = getattr(node, \"language\", \"\")\n        source = getattr(node, \"source_code\", \"\").strip()\n        file_path = workspace.write_component_source(cid, source, lang)\n        written_files[file_path.name] = cid\n\n    result = {\n        \"written\": len(written_files),\n        \"not_found_count\": len(not_found),\n        \"not_found\": not_found,\n        \"source_dir\": str(workspace.root / \"sources\"),\n        \"files\": written_files,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 21,
+    "end_line": 61,
     "has_docstring": true,
-    "docstring": "Return the source code for a list of component IDs.",
+    "docstring": "Write the source code for given component IDs to workspace files.\n\nReturns a compact JSON with file paths — no source code inline.",
     "parameters": [
       "arguments",
       "store"
@@ -2340,43 +2239,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_read_code_components",
-    "component_id": "codewiki/mcp/tools/code_reader.py::handle_read_code_components",
+    "component_id": "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/code_reader.py::handle_view_repo_file": {
-    "id": "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
-    "name": "handle_view_repo_file",
-    "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/code_reader.py",
-    "relative_path": "codewiki/mcp/tools/code_reader.py",
-    "depends_on": [
-      "codewiki/mcp/tools/code_reader.py::_maybe_truncate",
-      "codewiki/mcp/tools/code_reader.py::_is_within"
-    ],
-    "source_code": "def handle_view_repo_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Read-only view of a file or directory inside the repository.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    rel_path = arguments[\"path\"]\n    repo_base = Path(session.repo_path).resolve()\n    abs_path = (repo_base / rel_path).resolve()\n\n    # Path traversal guard\n    if not _is_within(abs_path, repo_base):\n        return json.dumps({\"error\": \"Path escapes repository directory.\"})\n\n    if not abs_path.exists():\n        return json.dumps({\"error\": f\"Path not found: {rel_path}\"})\n\n    # Directory listing — use pathlib instead of shelling out\n    if abs_path.is_dir():\n        entries: list[str] = []\n        for child in sorted(abs_path.iterdir()):\n            if child.name.startswith(\".\"):\n                continue\n            rel_child = child.relative_to(repo_base)\n            suffix = \"/\" if child.is_dir() else \"\"\n            entries.append(f\"{rel_child}{suffix}\")\n        # Also list one level deeper if there aren't too many entries\n        if len(entries) <= 50:\n            expanded: list[str] = []\n            for child in sorted(abs_path.iterdir()):\n                if child.name.startswith(\".\"):\n                    continue\n                rel_child = child.relative_to(repo_base)\n                suffix = \"/\" if child.is_dir() else \"\"\n                expanded.append(f\"{rel_child}{suffix}\")\n                if child.is_dir():\n                    for sub in sorted(child.iterdir()):\n                        if sub.name.startswith(\".\"):\n                            continue\n                        rel_sub = sub.relative_to(repo_base)\n                        sub_suffix = \"/\" if sub.is_dir() else \"\"\n                        expanded.append(f\"  {rel_sub}{sub_suffix}\")\n            entries = expanded\n        listing = \"\\n\".join(entries)\n        return f\"Directory listing for {rel_path}:\\n{listing}\"\n\n    # File view\n    try:\n        content = abs_path.read_text(encoding=\"utf-8\", errors=\"replace\")\n    except Exception as e:\n        return json.dumps({\"error\": f\"Cannot read file: {e}\"})\n\n    view_range = arguments.get(\"view_range\")\n    lines = content.split(\"\\n\")\n\n    if view_range:\n        if len(view_range) != 2:\n            return json.dumps({\"error\": \"view_range must be [start, end]\"})\n        start, end = view_range\n        start = max(1, min(start, len(lines)))\n        if end == -1:\n            end = len(lines)\n        end = max(start, min(end, len(lines)))\n        selected = lines[start - 1 : end]\n        numbered = \"\\n\".join(f\"{i + start:6}\\t{line}\" for i, line in enumerate(selected))\n        return f\"File: {rel_path} (lines {start}-{end})\\n{numbered}\"\n\n    numbered = \"\\n\".join(f\"{i + 1:6}\\t{line}\" for i, line in enumerate(lines))\n    return _maybe_truncate(f\"File: {rel_path} ({len(lines)} lines)\\n{numbered}\")",
-    "start_line": 81,
-    "end_line": 153,
-    "has_docstring": true,
-    "docstring": "Read-only view of a file or directory inside the repository.",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_view_repo_file",
-    "component_id": "codewiki/mcp/tools/code_reader.py::handle_view_repo_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki/mcp/tools/doc_writer.py::_is_within": {
-    "id": "codewiki/mcp/tools/doc_writer.py::_is_within",
+  "codewiki\\mcp\\tools\\doc_writer.py::_is_within": {
+    "id": "codewiki\\mcp\\tools\\doc_writer.py::_is_within",
     "name": "_is_within",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
-    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
+    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
     "depends_on": [],
     "source_code": "def _is_within(path: Path, base: Path) -> bool:\n    \"\"\"Return True if *path* resolves to somewhere inside *base*.\"\"\"\n    try:\n        path.resolve().relative_to(base.resolve())\n        return True\n    except ValueError:\n        return False",
     "start_line": 22,
@@ -2391,18 +2263,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _is_within",
-    "component_id": "codewiki/mcp/tools/doc_writer.py::_is_within",
+    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_is_within",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/doc_writer.py::_safe_doc_path": {
-    "id": "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
+  "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path": {
+    "id": "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path",
     "name": "_safe_doc_path",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
-    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
+    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
     "depends_on": [
-      "codewiki/mcp/tools/doc_writer.py::_is_within"
+      "codewiki\\mcp\\tools\\doc_writer.py::_is_within"
     ],
     "source_code": "def _safe_doc_path(session: SessionState, filename: str) -> Path | None:\n    \"\"\"Resolve *filename* within session.output_dir, guarding against traversal.\"\"\"\n    if not filename.endswith(\".md\"):\n        filename += \".md\"\n    output_base = Path(session.output_dir).resolve()\n    doc_path = (output_base / filename).resolve()\n    if not _is_within(doc_path, output_base):\n        return None\n    return doc_path",
     "start_line": 31,
@@ -2417,16 +2289,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _safe_doc_path",
-    "component_id": "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
+    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs": {
-    "id": "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+  "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs": {
+    "id": "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
     "name": "_ensure_parent_dirs",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
-    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
+    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
     "depends_on": [],
     "source_code": "def _ensure_parent_dirs(path: Path) -> None:\n    \"\"\"Create parent directories if they don't exist.\"\"\"\n    path.parent.mkdir(parents=True, exist_ok=True)",
     "start_line": 42,
@@ -2440,18 +2312,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _ensure_parent_dirs",
-    "component_id": "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs",
+    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/doc_writer.py::_validate_mermaid": {
-    "id": "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+  "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid": {
+    "id": "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
     "name": "_validate_mermaid",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
-    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
+    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
     "depends_on": [
-      "codewiki/src/be/utils.py::validate_mermaid_diagrams"
+      "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams"
     ],
     "source_code": "async def _validate_mermaid(file_path: str, relative_path: str) -> str:\n    \"\"\"Run Mermaid validation and return the result string.\"\"\"\n    try:\n        from codewiki.src.be.utils import validate_mermaid_diagrams\n        return await validate_mermaid_diagrams(file_path, relative_path)\n    except Exception as e:\n        return f\"Mermaid validation skipped: {e}\"",
     "start_line": 47,
@@ -2466,16 +2338,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _validate_mermaid",
-    "component_id": "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
+    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/doc_writer.py::_save_history": {
-    "id": "codewiki/mcp/tools/doc_writer.py::_save_history",
+  "codewiki\\mcp\\tools\\doc_writer.py::_save_history": {
+    "id": "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
     "name": "_save_history",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
-    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
+    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
     "depends_on": [],
     "source_code": "def _save_history(session: SessionState, doc_path: Path, content: str) -> None:\n    \"\"\"Append *content* to edit history for *doc_path*, capped at _MAX_HISTORY_PER_FILE.\"\"\"\n    history = session.registry.get(\"file_history\")\n    if history is None:\n        history = {}\n    elif isinstance(history, str):\n        history = json.loads(history)\n    key = str(doc_path)\n    entry = history.setdefault(key, [])\n    entry.append(content)\n    # Trim to last N entries\n    if len(entry) > _MAX_HISTORY_PER_FILE:\n        del entry[: len(entry) - _MAX_HISTORY_PER_FILE]\n    session.registry[\"file_history\"] = history  # keep as native dict",
     "start_line": 56,
@@ -2491,20 +2363,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _save_history",
-    "component_id": "codewiki/mcp/tools/doc_writer.py::_save_history",
+    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file": {
-    "id": "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
+  "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file": {
+    "id": "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
     "name": "handle_write_doc_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
-    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
+    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
     "depends_on": [
-      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
-      "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
-      "codewiki/mcp/tools/doc_writer.py::_ensure_parent_dirs"
+      "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
+      "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
+      "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path"
     ],
     "source_code": "async def handle_write_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Create a new documentation file in the output directory.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    doc_path = _safe_doc_path(session, filename)\n    if doc_path is None:\n        return json.dumps({\"error\": \"Filename escapes output directory.\"})\n\n    content = arguments[\"content\"]\n\n    _ensure_parent_dirs(doc_path)\n\n    if doc_path.exists():\n        return json.dumps({\n            \"error\": f\"File already exists: {filename}. Use edit_doc_file to modify it.\"\n        })\n\n    doc_path.write_text(content, encoding=\"utf-8\")\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"created\",\n        \"path\": str(doc_path),\n        \"filename\": filename,\n        \"lines\": content.count(\"\\n\") + 1,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
     "start_line": 72,
@@ -2519,20 +2391,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_write_doc_file",
-    "component_id": "codewiki/mcp/tools/doc_writer.py::handle_write_doc_file",
+    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file": {
-    "id": "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
+  "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file": {
+    "id": "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
     "name": "handle_edit_doc_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/doc_writer.py",
-    "relative_path": "codewiki/mcp/tools/doc_writer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
+    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
     "depends_on": [
-      "codewiki/mcp/tools/doc_writer.py::_validate_mermaid",
-      "codewiki/mcp/tools/doc_writer.py::_safe_doc_path",
-      "codewiki/mcp/tools/doc_writer.py::_save_history"
+      "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
+      "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
+      "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path"
     ],
     "source_code": "async def handle_edit_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Edit an existing documentation file (str_replace, insert, or undo).\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    doc_path = _safe_doc_path(session, filename)\n    if doc_path is None:\n        return json.dumps({\"error\": \"Filename escapes output directory.\"})\n\n    command = arguments[\"command\"]\n\n    if command == \"undo\":\n        # Undo via registry history\n        history = session.registry.get(\"file_history\", {})\n        if isinstance(history, str):\n            history = json.loads(history)\n        path_history = history.get(str(doc_path), [])\n        if not path_history:\n            return json.dumps({\"error\": f\"No edit history found for {filename}.\"})\n        old_content = path_history.pop()\n        history[str(doc_path)] = path_history\n        session.registry[\"file_history\"] = history\n        doc_path.write_text(old_content, encoding=\"utf-8\")\n\n        # Validate Mermaid after undo\n        mermaid_result = await _validate_mermaid(str(doc_path), filename)\n        return json.dumps({\n            \"status\": \"undone\",\n            \"filename\": filename,\n            \"mermaid_validation\": mermaid_result,\n        }, ensure_ascii=False)\n\n    if not doc_path.exists():\n        return json.dumps({\"error\": f\"File not found: {filename}. Use write_doc_file to create it.\"})\n\n    # Save current content to history before editing\n    current_content = doc_path.read_text(encoding=\"utf-8\")\n    _save_history(session, doc_path, current_content)\n\n    if command == \"str_replace\":\n        old_str = arguments.get(\"old_str\")\n        new_str = arguments.get(\"new_str\", \"\")\n        if old_str is None:\n            return json.dumps({\"error\": \"old_str is required for str_replace.\"})\n\n        occurrences = current_content.count(old_str)\n        if occurrences == 0:\n            return json.dumps({\"error\": f\"old_str not found in {filename}.\"})\n        if occurrences > 1:\n            return json.dumps({\"error\": f\"old_str appears {occurrences} times in {filename}. Make it unique.\"})\n\n        new_content = current_content.replace(old_str, new_str, 1)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        # Snippet around the edit\n        replacement_line = current_content.split(old_str)[0].count(\"\\n\")\n        lines = new_content.split(\"\\n\")\n        start = max(0, replacement_line - 4)\n        end = min(len(lines), replacement_line + new_str.count(\"\\n\") + 5)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    elif command == \"insert\":\n        insert_line = arguments.get(\"insert_line\", 0)\n        new_str = arguments.get(\"new_str\", \"\")\n        if not new_str:\n            return json.dumps({\"error\": \"new_str is required for insert.\"})\n\n        lines = current_content.split(\"\\n\")\n        insert_line = max(0, min(insert_line, len(lines)))\n        new_str_lines = new_str.split(\"\\n\")\n        lines = lines[:insert_line] + new_str_lines + lines[insert_line:]\n        new_content = \"\\n\".join(lines)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        start = max(0, insert_line - 4)\n        end = min(len(lines), insert_line + len(new_str_lines) + 4)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    else:\n        return json.dumps({\"error\": f\"Unknown command: {command}. Use str_replace, insert, or undo.\"})\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"edited\",\n        \"command\": command,\n        \"filename\": filename,\n        \"snippet\": snippet,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
     "start_line": 111,
@@ -2547,16 +2419,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_edit_doc_file",
-    "component_id": "codewiki/mcp/tools/doc_writer.py::handle_edit_doc_file",
+    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/module_tree.py::_get_processing_order": {
-    "id": "codewiki/mcp/tools/module_tree.py::_get_processing_order",
+  "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order": {
+    "id": "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order",
     "name": "_get_processing_order",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/module_tree.py",
-    "relative_path": "codewiki/mcp/tools/module_tree.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\module_tree.py",
+    "relative_path": "codewiki\\mcp\\tools\\module_tree.py",
     "depends_on": [],
     "source_code": "def _get_processing_order(module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[Dict[str, Any]]:\n    \"\"\"Compute leaf-first processing order from a module tree.\n\n    Returns a list of dicts with module path, name, leaf status, and\n    component/children info.\n    \"\"\"\n    order: List[Dict[str, Any]] = []\n\n    def _collect(tree: Dict[str, Any], path: List[str]) -> None:\n        for module_name, module_info in tree.items():\n            current_path = path + [module_name]\n            children = module_info.get(\"children\", {})\n            has_children = isinstance(children, dict) and len(children) > 0\n\n            if has_children:\n                _collect(children, current_path)\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": False,\n                    \"children\": list(children.keys()),\n                    \"components\": module_info.get(\"components\", []),\n                })\n            else:\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": True,\n                    \"components\": module_info.get(\"components\", []),\n                })\n\n    _collect(module_tree, parent_path)\n    return order",
     "start_line": 22,
@@ -2571,18 +2443,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _get_processing_order",
-    "component_id": "codewiki/mcp/tools/module_tree.py::_get_processing_order",
+    "component_id": "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/module_tree.py::_collect": {
-    "id": "codewiki/mcp/tools/module_tree.py::_collect",
+  "codewiki\\mcp\\tools\\module_tree.py::_collect": {
+    "id": "codewiki\\mcp\\tools\\module_tree.py::_collect",
     "name": "_collect",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/module_tree.py",
-    "relative_path": "codewiki/mcp/tools/module_tree.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\module_tree.py",
+    "relative_path": "codewiki\\mcp\\tools\\module_tree.py",
     "depends_on": [
-      "codewiki/mcp/tools/module_tree.py::_collect"
+      "codewiki\\mcp\\tools\\module_tree.py::_collect"
     ],
     "source_code": "    def _collect(tree: Dict[str, Any], path: List[str]) -> None:\n        for module_name, module_info in tree.items():\n            current_path = path + [module_name]\n            children = module_info.get(\"children\", {})\n            has_children = isinstance(children, dict) and len(children) > 0\n\n            if has_children:\n                _collect(children, current_path)\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": False,\n                    \"children\": list(children.keys()),\n                    \"components\": module_info.get(\"components\", []),\n                })\n            else:\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": True,\n                    \"components\": module_info.get(\"components\", []),\n                })",
     "start_line": 30,
@@ -2597,22 +2469,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _collect",
-    "component_id": "codewiki/mcp/tools/module_tree.py::_collect",
+    "component_id": "codewiki\\mcp\\tools\\module_tree.py::_collect",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/module_tree.py::handle_save_module_tree": {
-    "id": "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
+  "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree": {
+    "id": "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree",
     "name": "handle_save_module_tree",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/module_tree.py",
-    "relative_path": "codewiki/mcp/tools/module_tree.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\module_tree.py",
+    "relative_path": "codewiki\\mcp\\tools\\module_tree.py",
     "depends_on": [
-      "codewiki/mcp/tools/module_tree.py::_get_processing_order"
+      "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order"
     ],
-    "source_code": "def handle_save_module_tree(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Persist the IDE agent's clustering result as the module tree.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    module_tree = arguments[\"module_tree\"]\n    output_dir = session.output_dir\n\n    # Save both immutable snapshot and mutable working copy\n    first_path = os.path.join(output_dir, FIRST_MODULE_TREE_FILENAME)\n    working_path = os.path.join(output_dir, MODULE_TREE_FILENAME)\n\n    os.makedirs(output_dir, exist_ok=True)\n\n    with open(first_path, \"w\", encoding=\"utf-8\") as f:\n        json.dump(module_tree, f, indent=2, ensure_ascii=False)\n    with open(working_path, \"w\", encoding=\"utf-8\") as f:\n        json.dump(module_tree, f, indent=2, ensure_ascii=False)\n\n    # Cache in session\n    session.module_tree = module_tree\n\n    # Compute processing order\n    order = _get_processing_order(module_tree)\n\n    result = {\n        \"status\": \"saved\",\n        \"module_count\": len(module_tree),\n        \"processing_order\": order,\n        \"tree_path\": working_path,\n        \"first_tree_path\": first_path,\n        \"hint\": (\n            \"Use get_processing_order(session_id) to retrieve this order again. \"\n            \"Process leaf modules first (is_leaf=true), then parent modules. \"\n            \"For each leaf module: get_prompt('system_leaf') + read_code_components + write_doc_file. \"\n            \"For each parent module: get_prompt('overview_module') + write_doc_file.\"\n        ),\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "source_code": "def handle_save_module_tree(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Persist the IDE agent's clustering result as the module tree.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    module_tree = arguments[\"module_tree\"]\n    output_dir = session.output_dir\n\n    # Save both immutable snapshot and mutable working copy\n    first_path = os.path.join(output_dir, FIRST_MODULE_TREE_FILENAME)\n    working_path = os.path.join(output_dir, MODULE_TREE_FILENAME)\n\n    os.makedirs(output_dir, exist_ok=True)\n\n    with open(first_path, \"w\", encoding=\"utf-8\") as f:\n        json.dump(module_tree, f, indent=2, ensure_ascii=False)\n    with open(working_path, \"w\", encoding=\"utf-8\") as f:\n        json.dump(module_tree, f, indent=2, ensure_ascii=False)\n\n    # Cache in session\n    session.module_tree = module_tree\n\n    # Compute processing order and write to workspace file\n    order = _get_processing_order(module_tree)\n    order_file = None\n    if session.workspace is not None:\n        order_path = session.workspace.write_json(\"processing_order.json\", order)\n        order_file = str(order_path)\n\n    result = {\n        \"status\": \"saved\",\n        \"module_count\": len(module_tree),\n        \"tree_path\": working_path,\n        \"first_tree_path\": first_path,\n        \"processing_order_file\": order_file,\n        \"hint\": (\n            \"Read the processing_order.json file for the leaf-first generation order. \"\n            \"Process leaf modules first (is_leaf=true), then parent modules. \"\n            \"For each leaf module: get_prompt('system_leaf') + read_code_components + write_doc_file. \"\n            \"For each parent module: get_prompt('overview_module') + write_doc_file.\"\n        ),\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
     "start_line": 57,
-    "end_line": 100,
+    "end_line": 104,
     "has_docstring": true,
     "docstring": "Persist the IDE agent's clustering result as the module tree.",
     "parameters": [
@@ -2623,24 +2495,24 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_save_module_tree",
-    "component_id": "codewiki/mcp/tools/module_tree.py::handle_save_module_tree",
+    "component_id": "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/module_tree.py::handle_get_processing_order": {
-    "id": "codewiki/mcp/tools/module_tree.py::handle_get_processing_order",
+  "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order": {
+    "id": "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order",
     "name": "handle_get_processing_order",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/module_tree.py",
-    "relative_path": "codewiki/mcp/tools/module_tree.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\module_tree.py",
+    "relative_path": "codewiki\\mcp\\tools\\module_tree.py",
     "depends_on": [
-      "codewiki/mcp/tools/module_tree.py::_get_processing_order"
+      "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order"
     ],
-    "source_code": "def handle_get_processing_order(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return the leaf-first processing order for the saved module tree.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    # Try session cache first, then disk\n    module_tree = session.module_tree\n    if not module_tree:\n        tree_path = os.path.join(session.output_dir, MODULE_TREE_FILENAME)\n        if os.path.exists(tree_path):\n            with open(tree_path, encoding=\"utf-8\") as f:\n                module_tree = json.load(f)\n            session.module_tree = module_tree\n        else:\n            return json.dumps({\n                \"error\": \"Module tree not found. Call save_module_tree first.\"\n            })\n\n    order = _get_processing_order(module_tree)\n\n    result = {\n        \"session_id\": session_id,\n        \"module_count\": len(module_tree),\n        \"order\": order,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 103,
-    "end_line": 133,
+    "source_code": "def handle_get_processing_order(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Write the leaf-first processing order to a workspace file and return its path.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    # Try session cache first, then disk\n    module_tree = session.module_tree\n    if not module_tree:\n        tree_path = os.path.join(session.output_dir, MODULE_TREE_FILENAME)\n        if os.path.exists(tree_path):\n            with open(tree_path, encoding=\"utf-8\") as f:\n                module_tree = json.load(f)\n            session.module_tree = module_tree\n        else:\n            return json.dumps({\n                \"error\": \"Module tree not found. Call save_module_tree first.\"\n            })\n\n    order = _get_processing_order(module_tree)\n\n    # Write to workspace file\n    order_file = None\n    if session.workspace is not None:\n        order_path = session.workspace.write_json(\"processing_order.json\", order)\n        order_file = str(order_path)\n\n    result = {\n        \"session_id\": session_id,\n        \"module_count\": len(module_tree),\n        \"processing_order_file\": order_file,\n        \"hint\": \"Read the processing_order.json file for the full leaf-first order.\",\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
+    "start_line": 107,
+    "end_line": 144,
     "has_docstring": true,
-    "docstring": "Return the leaf-first processing order for the saved module tree.",
+    "docstring": "Write the leaf-first processing order to a workspace file and return its path.",
     "parameters": [
       "arguments",
       "store"
@@ -2649,18 +2521,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_get_processing_order",
-    "component_id": "codewiki/mcp/tools/module_tree.py::handle_get_processing_order",
+    "component_id": "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/prompt_server.py::handle_get_prompt": {
-    "id": "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
+  "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt": {
+    "id": "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt",
     "name": "handle_get_prompt",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/prompt_server.py",
-    "relative_path": "codewiki/mcp/tools/prompt_server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\prompt_server.py",
+    "relative_path": "codewiki\\mcp\\tools\\prompt_server.py",
     "depends_on": [
-      "codewiki/mcp/tools/prompt_server.py::_resolve_prompt"
+      "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt"
     ],
     "source_code": "def handle_get_prompt(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return a prompt template, optionally with variables filled in.\"\"\"\n    prompt_type = arguments[\"prompt_type\"]\n    variables = arguments.get(\"variables\", {})\n\n    if prompt_type not in _PROMPT_CATALOG:\n        available = list(_PROMPT_CATALOG.keys())\n        return json.dumps({\n            \"error\": f\"Unknown prompt_type: {prompt_type}\",\n            \"available_types\": available,\n        })\n\n    catalog_entry = _PROMPT_CATALOG[prompt_type]\n\n    # Resolve the prompt content\n    content = _resolve_prompt(prompt_type, variables)\n\n    result = {\n        \"prompt_type\": prompt_type,\n        \"description\": catalog_entry[\"description\"],\n        \"usage_hint\": catalog_entry[\"usage_hint\"],\n        \"content\": content,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
     "start_line": 85,
@@ -2675,20 +2547,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_get_prompt",
-    "component_id": "codewiki/mcp/tools/prompt_server.py::handle_get_prompt",
+    "component_id": "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/mcp/tools/prompt_server.py::_resolve_prompt": {
-    "id": "codewiki/mcp/tools/prompt_server.py::_resolve_prompt",
+  "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt": {
+    "id": "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt",
     "name": "_resolve_prompt",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/mcp/tools/prompt_server.py",
-    "relative_path": "codewiki/mcp/tools/prompt_server.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\prompt_server.py",
+    "relative_path": "codewiki\\mcp\\tools\\prompt_server.py",
     "depends_on": [
-      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
-      "codewiki/src/be/prompt_template.py::format_system_prompt",
-      "codewiki/src/be/prompt_template.py::format_cluster_prompt"
+      "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
+      "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
+      "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt"
     ],
     "source_code": "def _resolve_prompt(prompt_type: str, variables: Dict[str, Any]) -> str:\n    \"\"\"Resolve a prompt template with optional variable substitution.\"\"\"\n\n    if prompt_type == \"cluster\":\n        potential_core_components = variables.get(\"potential_core_components\", \"<POTENTIAL_CORE_COMPONENTS placeholder>\")\n        module_tree = variables.get(\"module_tree\", {})\n        module_name = variables.get(\"module_name\", None)\n        return format_cluster_prompt(\n            potential_core_components=potential_core_components,\n            module_tree=module_tree,\n            module_name=module_name,\n        )\n\n    elif prompt_type == \"system_complex\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        custom_instructions = variables.get(\"custom_instructions\", None)\n        return format_system_prompt(module_name, custom_instructions)\n\n    elif prompt_type == \"system_leaf\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        custom_instructions = variables.get(\"custom_instructions\", None)\n        return format_leaf_system_prompt(module_name, custom_instructions)\n\n    elif prompt_type == \"user\":\n        # If full variables are provided, use the full formatter\n        session_id = variables.get(\"session_id\")\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        core_component_ids = variables.get(\"core_component_ids\", [])\n        module_tree = variables.get(\"module_tree\", {})\n\n        if session_id and core_component_ids:\n            # Try to resolve from session\n            from codewiki.mcp.session import SessionStore\n            # We can't easily access the store here, so fall back to template\n            pass\n\n        # Return the template with placeholders filled as possible\n        return USER_PROMPT.format(\n            module_name=module_name,\n            module_tree=json.dumps(module_tree, indent=2) if module_tree else \"<MODULE_TREE placeholder>\",\n            formatted_core_component_codes=variables.get(\n                \"formatted_core_component_codes\",\n                \"<CORE_COMPONENT_CODES placeholder — use read_code_components to get source code>\"\n            ),\n        )\n\n    elif prompt_type == \"overview_module\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        repo_structure = variables.get(\"repo_structure\", \"<REPO_STRUCTURE placeholder>\")\n        return MODULE_OVERVIEW_PROMPT.format(\n            module_name=module_name,\n            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),\n        )\n\n    elif prompt_type == \"overview_repo\":\n        repo_name = variables.get(\"repo_name\", \"REPO_NAME\")\n        repo_structure = variables.get(\"repo_structure\", \"<REPO_STRUCTURE placeholder>\")\n        return REPO_OVERVIEW_PROMPT.format(\n            repo_name=repo_name,\n            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),\n        )\n\n    return f\"Unknown prompt type: {prompt_type}\"",
     "start_line": 114,
@@ -2703,16 +2575,62 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _resolve_prompt",
-    "component_id": "codewiki/mcp/tools/prompt_server.py::_resolve_prompt",
+    "component_id": "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki\\mcp\\workspace.py::_safe_filename": {
+    "id": "codewiki\\mcp\\workspace.py::_safe_filename",
+    "name": "_safe_filename",
+    "component_type": "function",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\workspace.py",
+    "relative_path": "codewiki\\mcp\\workspace.py",
+    "depends_on": [],
+    "source_code": "def _safe_filename(component_id: str) -> str:\n    \"\"\"Sanitize a component ID for use as a filename.\n\n    Component IDs look like ``src/main.py::MyClass``.  We replace any\n    character that is not a word char, hyphen, or dot with ``__``.\n    \"\"\"\n    return re.sub(r\"[^\\w\\-.]\", \"__\", component_id) + \".src\"",
+    "start_line": 36,
+    "end_line": 42,
+    "has_docstring": true,
+    "docstring": "Sanitize a component ID for use as a filename.\n\nComponent IDs look like ``src/main.py::MyClass``.  We replace any\ncharacter that is not a word char, hyphen, or dot with ``__``.",
+    "parameters": [
+      "component_id"
+    ],
+    "node_type": "function",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "function _safe_filename",
+    "component_id": "codewiki\\mcp\\workspace.py::_safe_filename",
+    "language": null,
+    "qualified_name": null
+  },
+  "codewiki\\mcp\\workspace.py::SessionWorkspace": {
+    "id": "codewiki\\mcp\\workspace.py::SessionWorkspace",
+    "name": "SessionWorkspace",
+    "component_type": "class",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\workspace.py",
+    "relative_path": "codewiki\\mcp\\workspace.py",
+    "depends_on": [
+      "codewiki\\mcp\\workspace.py::_safe_filename"
+    ],
+    "source_code": "class SessionWorkspace:\n    \"\"\"Manages the on-disk workspace for a single MCP session.\"\"\"\n\n    def __init__(self, repo_path: Path, session_id: str) -> None:\n        self.root = repo_path / _WORKSPACE_REL / session_id\n        self.root.mkdir(parents=True, exist_ok=True)\n        (self.root / \"sources\").mkdir(exist_ok=True)\n        logger.debug(\"Workspace created at %s\", self.root)\n\n    # -- writers ----------------------------------------------------------\n\n    def write_json(self, name: str, data: Any) -> Path:\n        \"\"\"Write *data* as pretty-printed JSON and return the file path.\"\"\"\n        p = self.root / name\n        p.write_text(json.dumps(data, indent=2, ensure_ascii=False), encoding=\"utf-8\")\n        return p\n\n    def write_component_source(\n        self,\n        component_id: str,\n        source: str,\n        language: str = \"\",\n    ) -> Path:\n        \"\"\"Write a single component's source code to the ``sources/`` dir.\"\"\"\n        p = self.root / \"sources\" / _safe_filename(component_id)\n        header = f\"// Component: {component_id}\\n// Language: {language}\\n\"\n        p.write_text(header + source, encoding=\"utf-8\")\n        return p\n\n    # -- readers ----------------------------------------------------------\n\n    def read_json(self, name: str) -> Any:\n        \"\"\"Read a JSON file from the workspace.  Returns ``None`` if missing.\"\"\"\n        p = self.root / name\n        if not p.exists():\n            return None\n        return json.loads(p.read_text(encoding=\"utf-8\"))\n\n    # -- cleanup ----------------------------------------------------------\n\n    def cleanup(self) -> None:\n        \"\"\"Remove the session directory and try to prune empty parents.\"\"\"\n        if self.root.exists():\n            shutil.rmtree(self.root, ignore_errors=True)\n        # Walk up and remove empty parent directories\n        try:\n            sessions_dir = self.root.parent  # .codewiki/sessions\n            if sessions_dir.exists() and not any(sessions_dir.iterdir()):\n                sessions_dir.rmdir()\n                base_dir = sessions_dir.parent  # .codewiki\n                if base_dir.exists() and not any(base_dir.iterdir()):\n                    base_dir.rmdir()\n        except OSError:\n            pass\n        logger.debug(\"Workspace cleaned up: %s\", self.root)",
+    "start_line": 45,
+    "end_line": 99,
+    "has_docstring": true,
+    "docstring": "Manages the on-disk workspace for a single MCP session.",
+    "parameters": null,
+    "node_type": "class",
+    "base_classes": null,
+    "class_name": null,
+    "display_name": "class SessionWorkspace",
+    "component_id": "codewiki\\mcp\\workspace.py::SessionWorkspace",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps": {
-    "id": "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+  "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps": {
+    "id": "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
     "name": "CodeWikiDeps",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/deps.py",
-    "relative_path": "codewiki/src/be/agent_tools/deps.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\deps.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\deps.py",
     "depends_on": [],
     "source_code": "class CodeWikiDeps:\n    absolute_docs_path: str\n    absolute_repo_path: str\n    registry: dict\n    components: dict[str, Node]\n    path_to_current_module: list[str]\n    current_module_name: str\n    module_tree: dict[str, any]\n    max_depth: int\n    current_depth: int\n    config: Config  # LLM configuration\n    custom_instructions: str = None",
     "start_line": 6,
@@ -2724,23 +2642,23 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class CodeWikiDeps",
-    "component_id": "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
+    "component_id": "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation": {
-    "id": "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation",
+  "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation": {
+    "id": "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation",
     "name": "generate_sub_module_documentation",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/generate_sub_module_documentations.py",
-    "relative_path": "codewiki/src/be/agent_tools/generate_sub_module_documentations.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py",
     "depends_on": [
-      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
-      "codewiki/src/be/llm_services.py::create_fallback_models",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/utils.py::is_complex_module",
-      "codewiki/src/be/prompt_template.py::format_user_prompt",
-      "codewiki/src/be/utils.py::count_tokens"
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\utils.py::count_tokens",
+      "codewiki\\src\\be\\utils.py::is_complex_module",
+      "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
+      "codewiki\\src\\be\\llm_services.py::create_fallback_models",
+      "codewiki\\src\\be\\prompt_template.py::format_user_prompt"
     ],
     "source_code": "async def generate_sub_module_documentation(\n    ctx: RunContext[CodeWikiDeps],\n    sub_module_specs: dict[str, list[str]]\n) -> str:\n    \"\"\"Delegate documentation generation of sub-modules to sub-agents. Each sub-module will be documented separately.\n\n    Args:\n        sub_module_specs: A dictionary mapping sub-module names to their core component IDs. \n            Example: {\"authentication\": [\"auth_handler.py::AuthHandler\", \"auth_middleware.py::verify_token\"], \"database\": [\"db_client.py::DBClient\", \"models.py::UserModel\"]}\n            Each key is a descriptive sub-module name, and the value is a list of component IDs from the current module's core components that belong to that sub-module.\n    \"\"\"\n\n    deps = ctx.deps\n    previous_module_name = deps.current_module_name\n    \n    # Create fallback models from config\n    fallback_models = create_fallback_models(deps.config)\n\n    # add the sub-module to the module tree\n    value = deps.module_tree\n    for key in deps.path_to_current_module:\n        value = value[key][\"children\"]\n    for sub_module_name, core_component_ids in sub_module_specs.items():\n        value[sub_module_name] = {\"components\": core_component_ids, \"children\": {}}\n    \n    for sub_module_name, core_component_ids in sub_module_specs.items():\n\n        # Create visual indentation for nested modules\n        indent = \"  \" * deps.current_depth\n        arrow = \"└─\" if deps.current_depth > 0 else \"→\"\n\n        logger.info(f\"{indent}{arrow} Generating documentation for sub-module: {sub_module_name}\")\n\n        num_tokens = count_tokens(format_potential_core_components(core_component_ids, ctx.deps.components)[-1])\n        \n        if is_complex_module(ctx.deps.components, core_component_ids) and ctx.deps.current_depth < ctx.deps.max_depth and num_tokens >= ctx.deps.config.max_token_per_leaf_module:\n            sub_agent = Agent(\n                model=fallback_models,\n                name=sub_module_name,\n                deps_type=CodeWikiDeps,\n                system_prompt=SYSTEM_PROMPT.format(module_name=sub_module_name, custom_instructions=ctx.deps.custom_instructions),\n                tools=[read_code_components_tool, str_replace_editor_tool, generate_sub_module_documentation_tool],\n            )\n        else:\n            sub_agent = Agent(\n                model=fallback_models,\n                name=sub_module_name,\n                deps_type=CodeWikiDeps,\n                system_prompt=LEAF_SYSTEM_PROMPT.format(module_name=sub_module_name, custom_instructions=ctx.deps.custom_instructions),\n                tools=[read_code_components_tool, str_replace_editor_tool],\n            )\n\n        deps.current_module_name = sub_module_name\n        deps.path_to_current_module.append(sub_module_name)\n        deps.current_depth += 1\n        # log the current module tree\n        # print(f\"Current module tree: {json.dumps(deps.module_tree, indent=4)}\")\n\n        result = await sub_agent.run(\n            format_user_prompt(\n                module_name=deps.current_module_name,\n                core_component_ids=core_component_ids,\n                components=ctx.deps.components,\n                module_tree=ctx.deps.module_tree,\n            ),\n            deps=ctx.deps\n        )\n\n        # remove the sub-module name from the path to current module and the module tree\n        deps.path_to_current_module.pop()\n        deps.current_depth -= 1\n\n    # restore the previous module name\n    deps.current_module_name = previous_module_name\n\n    return f\"Generate successfully. Documentations: {', '.join([key + '.md' for key in sub_module_specs.keys()])} are saved in the working directory.\"",
     "start_line": 16,
@@ -2755,16 +2673,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function generate_sub_module_documentation",
-    "component_id": "codewiki/src/be/agent_tools/generate_sub_module_documentations.py::generate_sub_module_documentation",
+    "component_id": "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/read_code_components.py::read_code_components": {
-    "id": "codewiki/src/be/agent_tools/read_code_components.py::read_code_components",
+  "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components": {
+    "id": "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components",
     "name": "read_code_components",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/read_code_components.py",
-    "relative_path": "codewiki/src/be/agent_tools/read_code_components.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\read_code_components.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\read_code_components.py",
     "depends_on": [],
     "source_code": "async def read_code_components(ctx: RunContext[CodeWikiDeps], component_ids: list[str]) -> str:\n    \"\"\"Read the code of a given component id\n\n    Args:\n        component_ids: The ids of the components to read, e.g. [\"sweagent/types.py::AgentRunResult\", \"auth/middleware.py::verify_token\"] where the part before :: is the file path and the part after :: is the component name\n    \"\"\"\n\n    results = []\n\n    for component_id in component_ids:\n        if component_id not in ctx.deps.components:\n            results.append(f\"# Component {component_id} not found\")\n        else:\n            results.append(f\"# Component {component_id}:\\n{ctx.deps.components[component_id].source_code.strip()}\\n\\n\")\n\n    return \"\\n\".join(results)",
     "start_line": 5,
@@ -2779,16 +2697,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function read_code_components",
-    "component_id": "codewiki/src/be/agent_tools/read_code_components.py::read_code_components",
+    "component_id": "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string",
     "name": "_coerce_json_string",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [],
     "source_code": "def _coerce_json_string(value):\n    \"\"\"Coerce a JSON encoded string to its parsed Python value before pydantic\n    strict validation runs. No op on already typed values.\n\n    Some local models routed through OpenAI compatible endpoints (LiteLLM,\n    vLLM, Ollama, etc.) emit list and int tool args as JSON encoded strings\n    (e.g. `\"[1, 50]\"` instead of `[1, 50]`) which strict pydantic validation\n    rejects. This validator parses them so the tool accepts both shapes.\n    Anthropic native API users are unaffected because they already emit\n    structured values.\n    \"\"\"\n    if isinstance(value, str):\n        try:\n            return json.loads(value)\n        except ValueError:\n            pass\n    return value",
     "start_line": 29,
@@ -2802,16 +2720,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _coerce_json_string",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::_coerce_json_string",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
     "name": "maybe_truncate",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [],
     "source_code": "def maybe_truncate(content: str, truncate_after: Optional[int] = MAX_RESPONSE_LEN):\n    \"\"\"Truncate content and append a notice if content exceeds the specified length.\"\"\"\n    return (\n        content\n        if not truncate_after or len(content) <= truncate_after\n        else content[:truncate_after] + TRUNCATED_MESSAGE\n    )",
     "start_line": 87,
@@ -2826,16 +2744,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function maybe_truncate",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error",
     "name": "Flake8Error",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [],
     "source_code": "class Flake8Error:\n    \"\"\"A class to represent a single flake8 error\"\"\"\n\n    def __init__(self, filename: str, line_number: int, col_number: int, problem: str):\n        self.filename = filename\n        self.line_number = line_number\n        self.col_number = col_number\n        self.problem = problem\n\n    @classmethod\n    def from_line(cls, line: str):\n        try:\n            prefix, _sep, problem = line.partition(\": \")\n            filename, line_number, col_number = prefix.split(\":\")\n        except (ValueError, IndexError) as e:\n            msg = f\"Invalid flake8 error line: {line}\"\n            raise ValueError(msg) from e\n        return cls(filename, int(line_number), int(col_number), problem)\n\n    def __eq__(self, other):\n        if not isinstance(other, Flake8Error):\n            return NotImplemented\n        return (\n            self.filename == other.filename\n            and self.line_number == other.line_number\n            and self.col_number == other.col_number\n            and self.problem == other.problem\n        )\n\n    def __repr__(self):\n        return f\"Flake8Error(filename={self.filename}, line_number={self.line_number}, col_number={self.col_number}, problem={self.problem})\"",
     "start_line": 96,
@@ -2847,18 +2765,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class Flake8Error",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors",
     "name": "_update_previous_errors",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [
-      "codewiki/src/be/agent_tools/str_replace_editor.py::Flake8Error"
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error"
     ],
     "source_code": "def _update_previous_errors(\n    previous_errors: List[Flake8Error], replacement_window: Tuple[int, int], replacement_n_lines: int\n) -> List[Flake8Error]:\n    \"\"\"Update the line numbers of the previous errors to what they would be after the edit window.\n    This is a helper function for `_filter_previous_errors`.\n\n    All previous errors that are inside of the edit window should not be ignored,\n    so they are removed from the previous errors list.\n\n    Args:\n        previous_errors: list of errors with old line numbers\n        replacement_window: the window of the edit/lines that will be replaced\n        replacement_n_lines: the number of lines that will be used to replace the text\n\n    Returns:\n        list of errors with updated line numbers\n    \"\"\"\n    updated = []\n    lines_added = replacement_n_lines - (replacement_window[1] - replacement_window[0] + 1)\n    for error in previous_errors:\n        if error.line_number < replacement_window[0]:\n            # no need to adjust the line number\n            updated.append(error)\n            continue\n        if replacement_window[0] <= error.line_number <= replacement_window[1]:\n            # The error is within the edit window, so let's not ignore it\n            # either way (we wouldn't know how to adjust the line number anyway)\n            continue\n        # We're out of the edit window, so we need to adjust the line number\n        updated.append(Flake8Error(error.filename, error.line_number + lines_added, error.col_number, error.problem))\n    return updated",
     "start_line": 129,
@@ -2874,18 +2792,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _update_previous_errors",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
     "name": "format_flake8_output",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [
-      "codewiki/src/be/agent_tools/str_replace_editor.py::_update_previous_errors"
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors"
     ],
     "source_code": "def format_flake8_output(\n    input_string: str,\n    show_line_numbers: bool = False,\n    *,\n    previous_errors_string: str = \"\",\n    replacement_window: Optional[Tuple[int, int]] = None,\n    replacement_n_lines: Optional[int] = None,\n) -> str:\n    \"\"\"Filter flake8 output for previous errors and print it for a given file.\n\n    Args:\n        input_string: The flake8 output as a string\n        show_line_numbers: Whether to show line numbers in the output\n        previous_errors_string: The previous errors as a string\n        replacement_window: The window of the edit (lines that will be replaced)\n        replacement_n_lines: The number of lines used to replace the text\n\n    Returns:\n        The filtered flake8 output as a string\n    \"\"\"\n    # print(f\"Replacement window: {replacement_window}\")\n    # print(\"Replacement n lines:\", replacement_n_lines)\n    # print(\"Previous errors string:\", previous_errors_string)\n    # print(\"Input string:\", input_string)\n    errors = [Flake8Error.from_line(line.strip()) for line in input_string.split(\"\\n\") if line.strip()]\n    # print(f\"New errors before filtering: {errors=}\")\n    lines = []\n    if previous_errors_string:\n        assert replacement_window is not None\n        assert replacement_n_lines is not None\n        previous_errors = [\n            Flake8Error.from_line(line.strip()) for line in previous_errors_string.split(\"\\n\") if line.strip()\n        ]\n        # print(f\"Previous errors before updating: {previous_errors=}\")\n        previous_errors = _update_previous_errors(previous_errors, replacement_window, replacement_n_lines)\n        # print(f\"Previous errors after updating: {previous_errors=}\")\n        errors = [error for error in errors if error not in previous_errors]\n        # Sometimes new errors appear above the replacement window that were 'shadowed' by the previous errors\n        # they still clearly aren't caused by the edit.\n        errors = [error for error in errors if error.line_number >= replacement_window[0]]\n        # print(f\"New errors after filtering: {errors=}\")\n    for error in errors:\n        if not show_line_numbers:\n            lines.append(f\"- {error.problem}\")\n        else:\n            lines.append(f\"- line {error.line_number} col {error.col_number}: {error.problem}\")\n    return \"\\n\".join(lines)",
     "start_line": 162,
@@ -2900,16 +2818,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function format_flake8_output",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::flake8": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8",
     "name": "flake8",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [],
     "source_code": "def flake8(file_path: str) -> str:\n    \"\"\"Run flake8 on a given file and return the output as a string\"\"\"\n    if Path(file_path).suffix != \".py\":\n        return \"\"\n    cmd = \"flake8 --isolated --select=F821,F822,F831,E111,E112,E113,E999,E902 {file_path}\"\n    # don't use capture_output because it's not compatible with python3.6\n    out = subprocess.run(cmd.format(file_path=file_path), shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n    # Use errors=\"replace\" so non-UTF-8 bytes (e.g. GBK-encoded paths on Windows) don't crash decoding.\n    return out.stdout.decode(\"utf-8\", errors=\"replace\")",
     "start_line": 211,
@@ -2923,16 +2841,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function flake8",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
     "name": "Filemap",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [],
     "source_code": "class Filemap:\n    def show_filemap(self, file_contents: str, encoding: str = \"utf8\"):\n        import warnings\n        from tree_sitter_languages import get_language, get_parser\n\n        warnings.simplefilter(\"ignore\", category=FutureWarning)\n\n        parser = get_parser(\"python\")\n        language = get_language(\"python\")\n\n        tree = parser.parse(bytes(file_contents.encode(encoding, errors=\"replace\")))\n\n        # See https://tree-sitter.github.io/tree-sitter/using-parsers#pattern-matching-with-queries.\n        query = language.query(\"\"\"\n        (function_definition\n        body: (_) @body)\n        \"\"\")\n\n        # TODO: consider special casing docstrings such that they are not elided. This\n        # could be accomplished by checking whether `body.text.decode('utf8')` starts\n        # with `\"\"\"` or `'''`.\n        elide_line_ranges = [\n            (node.start_point[0], node.end_point[0])\n            for node, _ in query.captures(tree.root_node)\n            # Only elide if it's sufficiently long\n            if node.end_point[0] - node.start_point[0] >= 5\n        ]\n        # Note that tree-sitter line numbers are 0-indexed, but we display 1-indexed.\n        elide_lines = {line for start, end in elide_line_ranges for line in range(start, end + 1)}\n        elide_messages = [(start, f\"... eliding lines {start+1}-{end+1} ...\") for start, end in elide_line_ranges]\n        out = []\n        for i, line in sorted(\n            elide_messages + [(i, line) for i, line in enumerate(file_contents.splitlines()) if i not in elide_lines]\n        ):\n            out.append(f\"{i+1:6d} {line}\")\n        return \"\\n\".join(out)",
     "start_line": 222,
@@ -2944,16 +2862,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class Filemap",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
     "name": "WindowExpander",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [],
     "source_code": "class WindowExpander:\n    def __init__(self, suffix: str = \"\"):\n        \"\"\"Try to expand viewports to include whole functions, classes, etc. rather than\n        using fixed line windows.\n\n        Args:\n            suffix: Filename suffix\n        \"\"\"\n        self.suffix = suffix\n        if self.suffix:\n            assert self.suffix.startswith(\".\")\n\n    def _find_breakpoints(self, lines: List[str], current_line: int, direction=1, max_added_lines: int = 30) -> int:\n        \"\"\"Returns 1-based line number of breakpoint. This line is meant to still be included in the viewport.\n\n        Args:\n            lines: List of lines of the file\n            current_line: 1-based line number of the current viewport\n            direction: 1 for down, -1 for up\n            max_added_lines: Maximum number of lines to extend\n\n        Returns:\n            1-based line number of breakpoint. This line is meant to still be included in the viewport.\n        \"\"\"\n        assert 1 <= current_line <= len(lines)\n        assert 0 <= max_added_lines\n\n        # 1. Find line range that we want to search for breakpoints in\n\n        if direction == 1:\n            # down\n            if current_line == len(lines):\n                # already last line, can't extend down\n                return current_line\n            iter_lines = range(current_line, 1 + min(current_line + max_added_lines, len(lines)))\n        elif direction == -1:\n            # up\n            if current_line == 1:\n                # already first line, can't extend up\n                return current_line\n            iter_lines = range(current_line, -1 + max(current_line - max_added_lines, 1), -1)\n        else:\n            msg = f\"Invalid direction {direction}\"\n            raise ValueError(msg)\n\n        # 2. Find the best breakpoint in the line range\n\n        # Every condition gives a score, the best score is the best breakpoint\n        best_score = 0\n        best_breakpoint = current_line\n        for i_line in iter_lines:\n            next_line = None\n            line = lines[i_line - 1]\n            if i_line + direction in iter_lines:\n                next_line = lines[i_line + direction - 1]\n            score = 0\n            if line == \"\":\n                score = 1\n                if next_line == \"\":\n                    # Double new blank line:\n                    score = 2\n            if self.suffix == \".py\" and any(\n                re.match(regex, line) for regex in [r\"^\\s*def\\s+\", r\"^\\s*class\\s+\", r\"^\\s*@\"]\n            ):\n                # We include decorators here, because they are always on top of the function/class definition\n                score = 3\n            if score > best_score:\n                best_score = score\n                best_breakpoint = i_line\n                if direction == 1 and i_line != current_line:\n                    best_breakpoint -= 1\n            if i_line == 1 or i_line == len(lines):\n                score = 3\n                if score > best_score:\n                    best_score = score\n                    best_breakpoint = i_line\n            # print(f\"Score {score} for line {i_line} ({line})\")\n\n        # print(f\"Best score {best_score} for line {best_breakpoint} ({lines[best_breakpoint-1]})\")\n        if direction == 1 and best_breakpoint < current_line or direction == -1 and best_breakpoint > current_line:\n            # We don't want to shrink the view port, so we return the current line\n            return current_line\n\n        return best_breakpoint\n\n    def expand_window(self, lines: List[str], start: int, stop: int, max_added_lines: int) -> Tuple[int, int]:\n        \"\"\"\n\n        Args:\n            lines: All lines of the file\n            start: 1-based line number of the start of the viewport\n            stop: 1-based line number of the end of the viewport\n            max_added_lines: Maximum number of lines to extend (separately for each side)\n\n        Returns:\n            Tuple of 1-based line numbers of the start and end of the viewport.\n            Both inclusive.\n        \"\"\"\n        # print(\"Input:\", start, stop)\n        assert 1 <= start <= stop <= len(lines), (start, stop, len(lines))\n        if max_added_lines <= 0:\n            # Already at max range, no expansion\n            return start, stop\n        new_start = self._find_breakpoints(lines, start, direction=-1, max_added_lines=max_added_lines)\n        new_stop = self._find_breakpoints(lines, stop, direction=1, max_added_lines=max_added_lines)\n        # print(f\"Expanded window is {new_start} to {new_stop}\")\n        assert new_start <= new_stop, (new_start, new_stop)\n        assert new_start <= start, (new_start, start)\n        assert start - new_start <= max_added_lines, (start, new_start)\n        assert new_stop >= stop, (new_stop, stop)\n        assert new_stop - stop <= max_added_lines, (new_stop, stop)\n        return new_start, new_stop",
     "start_line": 260,
@@ -2965,22 +2883,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class WindowExpander",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool",
     "name": "EditTool",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [
-      "codewiki/src/be/agent_tools/str_replace_editor.py::maybe_truncate",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::WindowExpander",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::flake8",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::Filemap",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::format_flake8_output"
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8"
     ],
     "source_code": "class EditTool:\n    \"\"\"\n    An filesystem editor tool that allows the agent to view, create, and edit files.\n    The tool parameters are defined by Anthropic and are not editable.\n    \"\"\"\n\n    name = \"str_replace_editor\"\n\n    def __init__(self, REGISTRY, absolute_docs_path=None):\n        super().__init__()\n        self._encoding = None\n        self.REGISTRY = REGISTRY\n        self.logs = []\n        self.absolute_docs_path = Path(absolute_docs_path) if absolute_docs_path else None\n\n    def _get_display_path(self, path: Path) -> str:\n        \"\"\"Get path for display purposes - relative to absolute_docs_path if available\"\"\"\n        if self.absolute_docs_path and path.is_absolute():\n            try:\n                return str(path.relative_to(self.absolute_docs_path))\n            except ValueError:\n                # Path is not under absolute_docs_path, return as-is\n                return str(path)\n        return str(path)\n\n    @property\n    def _file_history(self):\n        return defaultdict(list, json.loads(self.REGISTRY.get(\"file_history\", \"{}\")))\n\n    @_file_history.setter\n    def _file_history(self, value: dict):\n        self.REGISTRY[\"file_history\"] = json.dumps(value)\n\n    def __call__(\n        self,\n        *,\n        command: Command,\n        path: str,\n        file_text: Optional[str] = None,\n        view_range: Optional[List[int]] = None,\n        old_str: Optional[str] = None,\n        new_str: Optional[str] = None,\n        insert_line: Optional[int] = None,\n        **kwargs,\n    ):\n        _path = Path(path)\n        if not self.validate_path(command, _path):\n            return\n        if command == \"view\":\n            return self.view(_path, view_range)\n        elif command == \"create\":\n            if file_text is None:\n                self.logs.append(\"Parameter `file_text` is required for command: create\")\n                return\n            self.create_file(_path, file_text)\n            return None\n        elif command == \"str_replace\":\n            if old_str is None:\n                self.logs.append(\"Parameter `old_str` is required for command: str_replace\")\n                return\n            return self.str_replace(_path, old_str, new_str)\n        elif command == \"insert\":\n            if insert_line is None:\n                self.logs.append(\"Parameter `insert_line` is required for command: insert\")\n                return\n            if new_str is None:\n                self.logs.append(\"Parameter `new_str` is required for command: insert\")\n                return\n            return self.insert(_path, insert_line, new_str)\n        elif command == \"undo_edit\":\n            return self.undo_edit(_path)\n        self.logs.append(\n            f'Unrecognized command {command}. The allowed commands for the {self.name} tool are: \"view\", \"create\", \"str_replace\", \"insert\", \"undo_edit\"'\n        )\n        return\n\n    def validate_path(self, command: str, path: Path):\n        \"\"\"\n        Check that the path/command combination is valid.\n        \"\"\"\n        # Check if its an absolute path\n        if not path.is_absolute():\n            suggested_path = Path.cwd() / path\n            self.logs.append(\n                f\"The path {self._get_display_path(path)} is not an absolute path, it should start with `/`. Maybe you meant {self._get_display_path(suggested_path)}?\"\n            )\n            return False\n        # Check if path exists\n        if not path.exists() and command != \"create\":\n            self.logs.append(f\"The path {self._get_display_path(path)} does not exist. Please provide a valid path.\")\n            return False\n        if path.exists() and command == \"create\":\n            self.logs.append(f\"File already exists at: {self._get_display_path(path)}. Cannot overwrite files using command `create`.\")\n            return False\n        # Check if the path points to a directory\n        if path.is_dir():\n            if command != \"view\":\n                self.logs.append(f\"The path {self._get_display_path(path)} is a directory and only the `view` command can be used on directories\")\n                return False\n        return True\n\n    def create_file(self, path: Path, file_text: str):\n        if not path.parent.exists():\n            self.logs.append(f\"The parent directory {self._get_display_path(path.parent)} does not exist. Please create it first.\")\n            return\n        self.write_file(path, file_text)\n        self._file_history[path].append(file_text)\n        self.logs.append(f\"File created successfully at: {self._get_display_path(path)}\")\n\n    def view(self, path: Path, view_range: Optional[List[int]] = None):\n        \"\"\"Implement the view command\"\"\"\n        if path.is_dir():\n            if view_range:\n                self.logs.append(\"The `view_range` parameter is not allowed when `path` points to a directory.\")\n                return\n\n            out = subprocess.run(\n                rf\"find {path} -maxdepth 2 -not -path '*/\\.*'\",\n                shell=True,\n                stdout=subprocess.PIPE,\n                stderr=subprocess.PIPE,\n            )\n            # Use errors=\"replace\" so non-UTF-8 bytes (e.g. GBK-encoded filenames on Windows) don't crash decoding.\n            stdout = out.stdout.decode(\"utf-8\", errors=\"replace\")\n            stderr = out.stderr.decode(\"utf-8\", errors=\"replace\")\n\n            if not stderr:\n                stdout = stdout.replace(str(path), self._get_display_path(path))\n                stdout = f\"Here's the files and directories up to 2 levels deep in {self._get_display_path(path)}, excluding hidden items:\\n{stdout}\\n\"\n                self.logs.append(stdout)\n            return\n\n        file_content = self.read_file(path)\n        if view_range:\n            if len(view_range) != 2 or not all(isinstance(i, int) for i in view_range):\n                self.logs.append(\"Invalid `view_range`. It should be a list of two integers.\")\n                return\n            file_lines = file_content.split(\"\\n\")\n            n_lines_file = len(file_lines)\n            init_line, final_line = view_range\n            if init_line < 1 or init_line > n_lines_file:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its first element `{init_line}` should be within the range of lines of the file: {[1, n_lines_file]}\"\n                )\n                return\n            if final_line > n_lines_file:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its second element `{final_line}` should be smaller than the number of lines in the file: `{n_lines_file}`\"\n                )\n                return\n            if final_line != -1 and final_line < init_line:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its second element `{final_line}` should be larger or equal than its first `{init_line}`\"\n                )\n                return\n\n            if final_line == -1:\n                final_line = n_lines_file\n\n            # Expand the viewport to include the whole function or class\n            init_line, final_line = WindowExpander(suffix=path.suffix).expand_window(\n                file_lines, init_line, final_line, max_added_lines=MAX_WINDOW_EXPANSION_VIEW\n            )\n\n            file_content = \"\\n\".join(file_lines[init_line - 1 : final_line])\n        else:\n            if path.suffix == \".py\" and len(file_content) > MAX_RESPONSE_LEN and USE_FILEMAP:\n                try:\n                    filemap = Filemap().show_filemap(file_content, encoding=self._encoding or \"utf-8\")\n                except Exception:\n                    # If we fail to show the filemap, just show the truncated file content\n                    pass\n                else:\n                    self.logs.append(\n                        \"<NOTE>This file is too large to display entirely. Showing abbreviated version. \"\n                        \"Please use `str_replace_editor view` with the `view_range` parameter to show selected lines next.</NOTE>\"\n                    )\n                    filemap = maybe_truncate(filemap.expandtabs())\n                    self.logs.append(filemap)\n                    self.logs.append(\n                        \"<IMPORTANT><NOTE>The above file has been abbreviated. Please use `str_replace editor view` with `view_range` to look at relevant files in detail.</NOTE></IMPORTANT>\"\n                    )\n                    return\n            # Else just show\n            init_line = 1\n\n        # init_line is 1-based\n        self.logs.append(self._make_output(file_content, self._get_display_path(path), init_line=init_line))\n\n    def str_replace(self, path: Path, old_str: str, new_str: Optional[str]):\n        \"\"\"Implement the str_replace command, which replaces old_str with new_str in the file content\"\"\"\n        # Read the file content\n        file_content = self.read_file(path).expandtabs()\n        old_str = old_str.expandtabs()\n        new_str = new_str.expandtabs() if new_str is not None else \"\"\n\n        # Check if old_str is unique in the file\n        occurrences = file_content.count(old_str)\n        if occurrences == 0:\n            self.logs.append(f\"No replacement was performed, old_str `{old_str}` did not appear verbatim in {self._get_display_path(path)}.\")\n            return\n        elif occurrences > 1:\n            file_content_lines = file_content.split(\"\\n\")\n            lines = [idx + 1 for idx, line in enumerate(file_content_lines) if old_str in line]\n            self.logs.append(\n                f\"No replacement was performed. Multiple occurrences of old_str `{old_str}` in lines {lines}. Please ensure it is unique\"\n            )\n            return\n\n        if new_str == old_str:\n            self.logs.append(f\"No replacement was performed, old_str `{old_str}` is the same as new_str `{new_str}`.\")\n            return\n\n        pre_edit_lint = \"\"\n        if USE_LINTER:\n            try:\n                pre_edit_lint = flake8(str(path))\n            except Exception as e:\n                self.logs.append(f\"Warning: Failed to run pre-edit linter on {path}: {e}\")\n\n        # Replace old_str with new_str\n        new_file_content = file_content.replace(old_str, new_str)\n\n        # Write the new content to the file\n        self.write_file(path, new_file_content)\n\n        post_edit_lint = \"\"\n        if USE_LINTER:\n            try:\n                post_edit_lint = flake8(str(path))\n            except Exception as e:\n                self.logs.append(f\"Warning: Failed to run post-edit linter on {path}: {e}\")\n\n        epilogue = \"\"\n        if post_edit_lint:\n            ...\n            replacement_window_start_line = file_content.split(old_str)[0].count(\"\\n\") + 1\n            replacement_lines = len(new_str.split(\"\\n\"))\n            replacement_window_end_line = replacement_window_start_line + replacement_lines - 1\n            replacement_window = (replacement_window_start_line, replacement_window_end_line)\n            errors = format_flake8_output(\n                post_edit_lint,\n                previous_errors_string=pre_edit_lint,\n                replacement_window=replacement_window,\n                replacement_n_lines=replacement_lines,\n            )\n            if errors.strip():\n                epilogue = LINT_WARNING_TEMPLATE.format(errors=errors)\n\n        # Save the content to history\n        self._file_history[path].append(file_content)\n\n        # Create a snippet of the edited section\n        replacement_line = file_content.split(old_str)[0].count(\"\\n\")\n        start_line = max(1, replacement_line - SNIPPET_LINES)\n        end_line = min(replacement_line + SNIPPET_LINES + new_str.count(\"\\n\"), len(new_file_content.splitlines()))\n        start_line, end_line = WindowExpander(suffix=path.suffix).expand_window(\n            new_file_content.split(\"\\n\"), start_line, end_line, max_added_lines=MAX_WINDOW_EXPANSION_EDIT_CONFIRM\n        )\n        snippet = \"\\n\".join(new_file_content.split(\"\\n\")[start_line - 1 : end_line])\n\n        # Prepare the success message\n        success_msg = f\"The file {self._get_display_path(path)} has been edited. \"\n        success_msg += self._make_output(snippet, f\"a snippet of {self._get_display_path(path)}\", start_line)\n        success_msg += \"Review the changes and make sure they are as expected. Edit the file again if necessary.\"\n        success_msg += epilogue\n\n        self.logs.append(success_msg)\n\n    def insert(self, path: Path, insert_line: int, new_str: str):\n        \"\"\"Implement the insert command, which inserts new_str at the specified line in the file content.\"\"\"\n        file_text = self.read_file(path).expandtabs()\n        new_str = new_str.expandtabs()\n        file_text_lines = file_text.split(\"\\n\")\n        n_lines_file = len(file_text_lines)\n\n        if insert_line < 0 or insert_line > n_lines_file:\n            self.logs.append(\n                f\"Invalid `insert_line` parameter: {insert_line}. It should be within the range of lines of the file: {[0, n_lines_file]}\"\n            )\n            return\n\n        new_str_lines = new_str.split(\"\\n\")\n        new_file_text_lines = file_text_lines[:insert_line] + new_str_lines + file_text_lines[insert_line:]\n        snippet_lines = (\n            file_text_lines[max(0, insert_line - SNIPPET_LINES) : insert_line]\n            + new_str_lines\n            + file_text_lines[insert_line : insert_line + SNIPPET_LINES]\n        )\n\n        new_file_text = \"\\n\".join(new_file_text_lines)\n        snippet = \"\\n\".join(snippet_lines)\n\n        self.write_file(path, new_file_text)\n        self._file_history[path].append(file_text)\n\n        # todo: Also expand these windows\n\n        success_msg = f\"The file {self._get_display_path(path)} has been edited. \"\n        success_msg += self._make_output(\n            snippet,\n            \"a snippet of the edited file\",\n            max(1, insert_line - SNIPPET_LINES + 1),\n        )\n        success_msg += \"Review the changes and make sure they are as expected (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\"\n        self.logs.append(success_msg)\n\n    def undo_edit(self, path: Path):\n        \"\"\"Implement the undo_edit command.\"\"\"\n        if not self._file_history[path]:\n            self.logs.append(f\"No edit history found for {self._get_display_path(path)}.\")\n            return\n\n        old_text = self._file_history[path].pop()\n        self.write_file(path, old_text)\n\n        self.logs.append(f\"Last edit to {self._get_display_path(path)} undone successfully. {self._make_output(old_text, self._get_display_path(path))}\")\n\n    def read_file(self, path: Path):\n        \"\"\"Read the content of a file from a given path; raise a ToolError if an error occurs.\"\"\"\n        encodings = [\n            (None, None),\n            (\"utf-8\", None),\n            (\"latin-1\", None),\n            (\"utf-8\", \"replace\"),\n        ]\n        exception = None\n        for self._encoding, errors in encodings:\n            try:\n                text = path.read_text(encoding=self._encoding, errors=errors)\n            except UnicodeDecodeError as e:\n                exception = e\n            else:\n                break\n        else:\n            self.logs.append(f\"Ran into UnicodeDecodeError {exception} while trying to read {self._get_display_path(path)}\")\n            return\n        return text\n\n    def write_file(self, path: Path, file: str):\n        \"\"\"Write the content of a file to a given path; raise a ToolError if an error occurs.\"\"\"\n        try:\n            path.write_text(file, encoding=self._encoding or \"utf-8\")\n        except Exception as e:\n            self.logs.append(f\"Ran into {e} while trying to write to {self._get_display_path(path)}\")\n            return\n\n    def _make_output(\n        self,\n        file_content: str,\n        file_descriptor: str,\n        init_line: int = 1,\n        expand_tabs: bool = True,\n    ):\n        \"\"\"Generate output for the CLI based on the content of a file.\"\"\"\n        file_content = maybe_truncate(file_content)\n        if expand_tabs:\n            file_content = file_content.expandtabs()\n        file_content = \"\\n\".join([f\"{i + init_line:6}\\t{line}\" for i, line in enumerate(file_content.split(\"\\n\"))])\n        return f\"Here's the result of running `cat -n` on {file_descriptor}:\\n\" + file_content + \"\\n\"",
     "start_line": 374,
@@ -2992,19 +2910,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class EditTool",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor": {
-    "id": "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor",
+  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor": {
+    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor",
     "name": "str_replace_editor",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/agent_tools/str_replace_editor.py",
-    "relative_path": "codewiki/src/be/agent_tools/str_replace_editor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
+    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
     "depends_on": [
-      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
-      "codewiki/src/be/utils.py::validate_mermaid_diagrams"
+      "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool"
     ],
     "source_code": "async def str_replace_editor(\n    ctx: RunContext[CodeWikiDeps],\n    working_dir: Literal[\"repo\", \"docs\"],\n    command: Literal[\"view\", \"create\", \"str_replace\", \"insert\", \"undo_edit\"],\n    path: Optional[str] = None,\n    file: Optional[str] = None,\n    file_text: Optional[str] = None,\n    view_range: ViewRange = None,\n    old_str: Optional[str] = None,\n    new_str: Optional[str] = None,\n    insert_line: InsertLine = None,\n) -> str:\n    \"\"\"\n    Custom editing tool for viewing, creating and editing files\n        * State is persistent across command calls and discussions with the user\n        * If `path` is a file, `view` displays the result of applying `cat -n`. If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\n        * The `create` command cannot be used if the specified `path` already exists as a file\n        * If a `command` generates a long output, it will be truncated and marked with `<response clipped>`\n        * The `undo_edit` command will revert the last edit made to the file at `path`\n        * Only `view` command is allowed when `working_dir` is `repo`.\n\n    Args:\n        working_dir: The working directory to use. Choose `repo` to work with the repository files, or `docs` to work with the generated documentation files.\n        command: The command to run. Allowed options are: `view`, `create`, `str_replace`, `insert`, `undo_edit`.\n        path: Path to file or directory, e.g. `./chat_core.md` or `./agents/`\n        file: Alias for `path` parameter (for compatibility with some models)\n        file_text: Required parameter of `create` command, with the content of the file to be created.\n        view_range: Optional parameter of `view` command when `path` points to a file. If none is given, the full file is shown. If provided, the file will be shown in the indicated line number range, e.g. [11, 12] will show lines 11 and 12. Indexing at 1 to start. Setting `[start_line, -1]` shows all lines from `start_line` to the end of the file.\n        old_str: Required parameter of `str_replace` command containing the string in `path` to replace.\n        new_str: Optional parameter of `str_replace` command containing the new string (if not given, no string will be added). Required parameter of `insert` command containing the string to insert.\n    \"\"\"\n\n    # Handle both `path` and `file` parameters for model compatibility\n    if path is None and file is None:\n        return \"Error: Either `path` or `file` parameter must be provided.\"\n    if path is None:\n        path = file\n\n    tool = EditTool(ctx.deps.registry, ctx.deps.absolute_docs_path)\n    if working_dir == \"docs\":\n        absolute_path = str(Path(ctx.deps.absolute_docs_path) / path)\n    else:\n        absolute_path = str(Path(ctx.deps.absolute_repo_path) / path)\n\n    # validate command\n    if command != \"view\" and working_dir == \"repo\":\n        return \"The `view` command is the only allowed command when `working_dir` is `repo`.\"\n\n    tool(\n        command=command,\n        path=absolute_path,\n        file_text=file_text,\n        view_range=view_range,\n        old_str=old_str,\n        new_str=new_str,\n        insert_line=insert_line,\n    )\n\n    result = \"\\n\".join(tool.logs)\n\n    if command != \"view\" and path.endswith(\".md\"):\n        mermaid_validation = await validate_mermaid_diagrams(absolute_path, path)\n        result = result + \"\\n---------- Mermaid validation ----------\\n\" + mermaid_validation\n\n    return result",
     "start_line": 735,
@@ -3027,16 +2945,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function str_replace_editor",
-    "component_id": "codewiki/src/be/agent_tools/str_replace_editor.py::str_replace_editor",
+    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/backend.py::is_caw_provider": {
-    "id": "codewiki/src/be/backend.py::is_caw_provider",
+  "codewiki\\src\\be\\backend.py::is_caw_provider": {
+    "id": "codewiki\\src\\be\\backend.py::is_caw_provider",
     "name": "is_caw_provider",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/backend.py",
-    "relative_path": "codewiki/src/be/backend.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\backend.py",
+    "relative_path": "codewiki\\src\\be\\backend.py",
     "depends_on": [],
     "source_code": "def is_caw_provider(provider: str) -> bool:\n    \"\"\"Return True if *provider* uses caw (CLI subscription mode).\"\"\"\n    return provider in CAW_PROVIDERS",
     "start_line": 30,
@@ -3050,16 +2968,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_caw_provider",
-    "component_id": "codewiki/src/be/backend.py::is_caw_provider",
+    "component_id": "codewiki\\src\\be\\backend.py::is_caw_provider",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/backend.py::LLMBackend": {
-    "id": "codewiki/src/be/backend.py::LLMBackend",
+  "codewiki\\src\\be\\backend.py::LLMBackend": {
+    "id": "codewiki\\src\\be\\backend.py::LLMBackend",
     "name": "LLMBackend",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/backend.py",
-    "relative_path": "codewiki/src/be/backend.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\backend.py",
+    "relative_path": "codewiki\\src\\be\\backend.py",
     "depends_on": [],
     "source_code": "class LLMBackend(abc.ABC):\n    \"\"\"Abstract LLM backend used by the documentation generator.\"\"\"\n\n    @abc.abstractmethod\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,\n    ) -> str:\n        \"\"\"Single-shot text completion.\"\"\"\n\n    @abc.abstractmethod\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, \"Node\"],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        \"\"\"Run the per-module agent loop.  Returns the updated module_tree dict.\"\"\"",
     "start_line": 35,
@@ -3073,20 +2991,20 @@
     ],
     "class_name": null,
     "display_name": "class LLMBackend",
-    "component_id": "codewiki/src/be/backend.py::LLMBackend",
+    "component_id": "codewiki\\src\\be\\backend.py::LLMBackend",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/backend.py::get_backend": {
-    "id": "codewiki/src/be/backend.py::get_backend",
+  "codewiki\\src\\be\\backend.py::get_backend": {
+    "id": "codewiki\\src\\be\\backend.py::get_backend",
     "name": "get_backend",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/backend.py",
-    "relative_path": "codewiki/src/be/backend.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\backend.py",
+    "relative_path": "codewiki\\src\\be\\backend.py",
     "depends_on": [
-      "codewiki/src/be/backend.py::is_caw_provider",
-      "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
-      "codewiki/src/be/caw_backend.py::CawBackend"
+      "codewiki\\src\\be\\caw_backend.py::CawBackend",
+      "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
+      "codewiki\\src\\be\\backend.py::is_caw_provider"
     ],
     "source_code": "def get_backend(config) -> \"LLMBackend\":\n    \"\"\"Return the backend instance matching ``config.provider``.\"\"\"\n    provider = getattr(config, \"provider\", \"openai-compatible\")\n    if is_caw_provider(provider):\n        from codewiki.src.be.caw_backend import CawBackend\n        return CawBackend(config)\n    from codewiki.src.be.pydantic_ai_backend import PydanticAIBackend\n    return PydanticAIBackend(config)",
     "start_line": 60,
@@ -3100,16 +3018,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_backend",
-    "component_id": "codewiki/src/be/backend.py::get_backend",
+    "component_id": "codewiki\\src\\be\\backend.py::get_backend",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider": {
-    "id": "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
+  "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider": {
+    "id": "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
     "name": "_agent_tool_group_for_provider",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
-    "relative_path": "codewiki/src/be/caw_backend.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
+    "relative_path": "codewiki\\src\\be\\caw_backend.py",
     "depends_on": [],
     "source_code": "def _agent_tool_group_for_provider(provider: str) -> ToolGroup:\n    \"\"\"Return the caw tool group needed for a module-agent session.\"\"\"\n    if provider == \"codex\":\n        # Codex CLI 0.118+ discovers streamable-HTTP MCP servers in read-only\n        # or workspace-write sandbox mode, but cancels MCP tool calls in\n        # non-interactive `codex exec` with \"user cancelled MCP tool call\".\n        # In caw's Codex adapter, including EXEC maps the session to\n        # `--dangerously-bypass-approvals-and-sandbox`, which is currently the\n        # mode where CodeWiki's MCP tools run reliably.  Codex cannot enforce\n        # finer-grained built-in tool restrictions anyway, so prompts still\n        # direct the agent to use CodeWiki's str_replace_editor for writes.\n        return _AGENT_TOOL_GROUP | ToolGroup.EXEC\n    return _AGENT_TOOL_GROUP",
     "start_line": 65,
@@ -3123,16 +3041,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _agent_tool_group_for_provider",
-    "component_id": "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
+    "component_id": "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/caw_backend.py::_resolve_caw_provider": {
-    "id": "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
+  "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider": {
+    "id": "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider",
     "name": "_resolve_caw_provider",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
-    "relative_path": "codewiki/src/be/caw_backend.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
+    "relative_path": "codewiki\\src\\be\\caw_backend.py",
     "depends_on": [],
     "source_code": "def _resolve_caw_provider(provider: str) -> str:\n    try:\n        return _CAW_PROVIDER_MAP[provider]\n    except KeyError as e:\n        raise ValueError(\n            f\"Unsupported caw provider {provider!r}. Expected one of: \"\n            f\"{sorted(_CAW_PROVIDER_MAP.keys())}\"\n        ) from e",
     "start_line": 80,
@@ -3146,16 +3064,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _resolve_caw_provider",
-    "component_id": "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
+    "component_id": "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout": {
-    "id": "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout",
+  "codewiki\\src\\be\\caw_backend.py::_patch_codex_tool_timeout": {
+    "id": "codewiki\\src\\be\\caw_backend.py::_patch_codex_tool_timeout",
     "name": "_patch_codex_tool_timeout",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
-    "relative_path": "codewiki/src/be/caw_backend.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
+    "relative_path": "codewiki\\src\\be\\caw_backend.py",
     "depends_on": [],
     "source_code": "def _patch_codex_tool_timeout() -> None:\n    global _CODEX_PATCH_APPLIED\n    if _CODEX_PATCH_APPLIED:\n        return\n    from caw.providers.codex import CodexSession\n\n    _orig = CodexSession._mcp_config_args\n\n    def _patched(self) -> list[str]:\n        args = list(_orig(self))\n        for srv in self._mcp_servers:\n            args += [\n                \"-c\",\n                f\"mcp_servers.{srv.name}.tool_timeout_sec={_CODEX_TOOL_TIMEOUT_SEC}\",\n            ]\n        return args\n\n    CodexSession._mcp_config_args = _patched\n    _CODEX_PATCH_APPLIED = True",
     "start_line": 98,
@@ -3167,16 +3085,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _patch_codex_tool_timeout",
-    "component_id": "codewiki/src/be/caw_backend.py::_patch_codex_tool_timeout",
+    "component_id": "codewiki\\src\\be\\caw_backend.py::_patch_codex_tool_timeout",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/caw_backend.py::_patched": {
-    "id": "codewiki/src/be/caw_backend.py::_patched",
+  "codewiki\\src\\be\\caw_backend.py::_patched": {
+    "id": "codewiki\\src\\be\\caw_backend.py::_patched",
     "name": "_patched",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
-    "relative_path": "codewiki/src/be/caw_backend.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
+    "relative_path": "codewiki\\src\\be\\caw_backend.py",
     "depends_on": [],
     "source_code": "    def _patched(self) -> list[str]:\n        args = list(_orig(self))\n        for srv in self._mcp_servers:\n            args += [\n                \"-c\",\n                f\"mcp_servers.{srv.name}.tool_timeout_sec={_CODEX_TOOL_TIMEOUT_SEC}\",\n            ]\n        return args",
     "start_line": 106,
@@ -3190,29 +3108,29 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _patched",
-    "component_id": "codewiki/src/be/caw_backend.py::_patched",
+    "component_id": "codewiki\\src\\be\\caw_backend.py::_patched",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/caw_backend.py::CawBackend": {
-    "id": "codewiki/src/be/caw_backend.py::CawBackend",
+  "codewiki\\src\\be\\caw_backend.py::CawBackend": {
+    "id": "codewiki\\src\\be\\caw_backend.py::CawBackend",
     "name": "CawBackend",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_backend.py",
-    "relative_path": "codewiki/src/be/caw_backend.py",
-    "depends_on": [
-      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
-      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
-      "codewiki/src/be/caw_backend.py::_agent_tool_group_for_provider",
-      "codewiki/src/be/caw_backend.py::_resolve_caw_provider",
-      "codewiki/src/be/caw_toolkit.py::CawToolKit",
-      "codewiki/src/be/utils.py::set_main_loop",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/utils.py::is_complex_module",
-      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
-      "codewiki/src/be/prompt_template.py::format_user_prompt",
-      "codewiki/src/be/prompt_template.py::format_system_prompt",
-      "codewiki/src/be/utils.py::count_tokens"
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
+    "relative_path": "codewiki\\src\\be\\caw_backend.py",
+    "depends_on": [
+      "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\utils.py::count_tokens",
+      "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
+      "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
+      "codewiki\\src\\be\\caw_toolkit.py::CawToolKit",
+      "codewiki\\src\\be\\utils.py::is_complex_module",
+      "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
+      "codewiki\\src\\be\\utils.py::set_main_loop",
+      "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
+      "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
+      "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider"
     ],
     "source_code": "class CawBackend(LLMBackend):\n    \"\"\"Routes LLM operations through the claude / codex CLI subscription.\"\"\"\n\n    def __init__(self, config: Config) -> None:\n        self._config = config\n        self._caw_provider = _resolve_caw_provider(config.provider)\n        # main_model is passed straight through; empty string → caw default.\n        self._model: str | None = config.main_model or None\n\n        # Fail loudly here rather than producing a confusing caw error mid-run.\n        cli = _CLI_BINARY[config.provider]\n        if shutil.which(cli) is None:\n            raise RuntimeError(\n                f\"Subscription mode requires the '{cli}' CLI on PATH. \"\n                f\"Install it and run '{cli} login', then try again.\"\n            )\n\n        if self._caw_provider == \"claude_code\":\n            # Prevent claude-code CLI from cancelling long sub-module recursion;\n            # setdefault preserves a user-supplied value (e.g. shell override).\n            os.environ.setdefault(\"MCP_TOOL_TIMEOUT\", \"86400000\")\n            os.environ.setdefault(\"MCP_TIMEOUT\", \"60000\")\n            logger.info(\n                \"claude-code MCP timeouts: MCP_TOOL_TIMEOUT=%s MCP_TIMEOUT=%s\",\n                os.environ[\"MCP_TOOL_TIMEOUT\"],\n                os.environ[\"MCP_TIMEOUT\"],\n            )\n\n    # ------------------------------------------------------------------\n    # Single-shot completion (clustering, parent / repo overviews)\n    # ------------------------------------------------------------------\n\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,  # unused: subscription CLIs don't expose temperature\n    ) -> str:\n        # Blocks the calling thread for the lifetime of the claude/codex\n        # subprocess.  Callers running this from an async context (e.g. the\n        # documentation_generator) accept this — there is no concurrent work\n        # to do while clustering is in flight anyway.\n        effective_model = model or self._model\n        agent = CawAgent(\n            provider=self._caw_provider,\n            model=effective_model,\n            tools=ToolGroup.READER,\n        )\n        traj = agent.completion(prompt)\n        return traj.result\n\n    # ------------------------------------------------------------------\n    # Per-module agent loop\n    # ------------------------------------------------------------------\n\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        # caw.completion shells out to a subprocess and blocks the calling\n        # thread.  Push it off the event loop so the rest of the async\n        # pipeline keeps moving.\n        # Mermaid validation goes through PythonMonkey, which binds its JS\n        # engine to the thread where it was first imported (the main\n        # thread).  caw routes MCP tool calls through a FastMCP daemon\n        # thread, so the validator would otherwise lose its event loop.\n        # Hand the main loop to utils so the worker-thread tool calls can\n        # marshal parse_mermaid_py back here.\n        set_main_loop(asyncio.get_running_loop())\n        return await asyncio.to_thread(\n            self._run_module_agent_sync,\n            module_name,\n            components,\n            core_component_ids,\n            module_path,\n            working_dir,\n        )\n\n    def _run_module_agent_sync(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n        start_depth: int = 1,\n        module_tree: Dict[str, Any] | None = None,\n    ) -> Dict[str, Any]:\n        # ``start_depth`` lets the recursion preserve max_depth across nested\n        # _run_module_agent_sync calls — each fresh deps object would otherwise\n        # reset current_depth to 1 and silently bypass max_depth guards.\n        # ``module_tree`` carries the parent's in-memory tree across the\n        # recursion.  Reloading from disk only works at the top level — by the\n        # time a sub-agent runs, the parent has staged new branches in memory\n        # but has not yet saved (save happens after agent.completion returns).\n        from codewiki.src.be.caw_toolkit import CawToolKit  # local import to avoid cycles\n\n        config = self._config\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        if module_tree is None:\n            module_tree = file_manager.load_json(module_tree_path)\n\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(\"✓ Overview docs already exists at %s\", overview_docs_path)\n            return module_tree\n        docs_path = os.path.join(working_dir, f\"{module_name}.md\")\n        if os.path.exists(docs_path):\n            logger.info(\"✓ Module docs already exists at %s\", docs_path)\n            return module_tree\n\n        custom_instructions = config.get_prompt_addition()\n\n        # Mirror PydanticAIBackend's early-cut: a module is only worth\n        # delegating to sub-agents when it spans multiple files AND has enough\n        # content to justify the cost AND we still have recursion budget.\n        # Without this gate the caw path would give every multi-file sub-module\n        # the recursive SYSTEM_PROMPT + delegation tool and fan out one extra\n        # agent call per sub-spec even when a single leaf write would suffice.\n        # See generate_sub_module_documentation_tool for the pydantic-ai\n        # equivalent.\n        _, components_with_code = format_potential_core_components(\n            core_component_ids, components\n        )\n        num_tokens = count_tokens(components_with_code)\n        can_delegate = (\n            is_complex_module(components, core_component_ids)\n            and start_depth < config.max_depth\n            and num_tokens >= config.max_token_per_leaf_module\n        )\n        logger.info(f\"Module {module_name} can delegate: {can_delegate} - is_complex_module: {is_complex_module(components, core_component_ids)} - start_depth: {start_depth} - num_tokens: {num_tokens} - max_depth: {config.max_depth} - max_token_per_leaf_module: {config.max_token_per_leaf_module}\")\n\n        if can_delegate:\n            system_prompt = format_system_prompt(module_name, custom_instructions)\n        else:\n            system_prompt = format_leaf_system_prompt(module_name, custom_instructions)\n\n        deps = CodeWikiDeps(\n            absolute_docs_path=working_dir,\n            absolute_repo_path=str(os.path.abspath(config.repo_path)),\n            registry={},\n            components=components,\n            path_to_current_module=list(module_path),\n            current_module_name=module_name,\n            module_tree=module_tree,\n            max_depth=config.max_depth,\n            current_depth=start_depth,\n            config=config,\n            custom_instructions=custom_instructions,\n        )\n\n        toolkit = CawToolKit(deps=deps, backend=self, allow_subagent=can_delegate)\n\n        agent = CawAgent(\n            provider=self._caw_provider,\n            model=self._model,\n            system_prompt=system_prompt,\n            tools=_agent_tool_group_for_provider(self._caw_provider),\n            tool_servers=[toolkit],\n        )\n\n        user_prompt = format_user_prompt(\n            module_name=module_name,\n            core_component_ids=core_component_ids,\n            components=components,\n            module_tree=deps.module_tree,\n        )\n\n        # caw forks claude / codex via subprocess.Popen without a cwd, so the\n        # child CLI inherits Python's cwd — typically the repo root where the\n        # user invoked ``codewiki``.  Codex's native ``file_change`` tool\n        # (always present under the danger-full-access sandbox EXEC requires)\n        # then resolves relative paths against that cwd, dropping the .md at\n        # the repo root.  Pin cwd to the docs output dir for the duration of\n        # the agent run so file_change lands inside ``--output``.  Reads still\n        # go through MCP tools that use absolute paths from ``deps``, so\n        # they're cwd-independent.  Safe to mutate process-wide cwd because\n        # documentation_generator processes modules sequentially and recursive\n        # _run_module_agent_sync calls chdir to the same absolute_docs_path.\n        original_cwd = os.getcwd()\n        try:\n            os.chdir(working_dir)\n            try:\n                traj = agent.completion(user_prompt)\n            finally:\n                os.chdir(original_cwd)\n            logger.info(\n                \"Module %s completed via caw (turns=%d, tool_calls=%d)\",\n                module_name,\n                traj.num_turns,\n                traj.total_tool_calls,\n            )\n            file_manager.save_json(deps.module_tree, module_tree_path)\n            return deps.module_tree\n        except Exception as e:\n            logger.error(\"Error processing module %s via caw: %s\", module_name, e)\n            raise",
     "start_line": 123,
@@ -3226,16 +3144,16 @@
     ],
     "class_name": null,
     "display_name": "class CawBackend",
-    "component_id": "codewiki/src/be/caw_backend.py::CawBackend",
+    "component_id": "codewiki\\src\\be\\caw_backend.py::CawBackend",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/caw_toolkit.py::_heartbeat": {
-    "id": "codewiki/src/be/caw_toolkit.py::_heartbeat",
+  "codewiki\\src\\be\\caw_toolkit.py::_heartbeat": {
+    "id": "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
     "name": "_heartbeat",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_toolkit.py",
-    "relative_path": "codewiki/src/be/caw_toolkit.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_toolkit.py",
+    "relative_path": "codewiki\\src\\be\\caw_toolkit.py",
     "depends_on": [],
     "source_code": "async def _heartbeat(ctx: Context, work: asyncio.Task) -> None:\n    # Keeps the codex / claude-code CLI from cancelling the parent tool call\n    # during long sub-module recursion. Failures are swallowed — a broken\n    # heartbeat must never abort real work.\n    progress = 0\n    while not work.done():\n        await asyncio.sleep(_HEARTBEAT_INTERVAL_SEC)\n        progress += 1\n        try:\n            await ctx.report_progress(\n                progress=progress,\n                total=None,\n                message=\"sub-module generation in progress\",\n            )\n        except Exception:\n            pass",
     "start_line": 44,
@@ -3250,16 +3168,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _heartbeat",
-    "component_id": "codewiki/src/be/caw_toolkit.py::_heartbeat",
+    "component_id": "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/caw_toolkit.py::_coerce_json_arg": {
-    "id": "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
+  "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg": {
+    "id": "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
     "name": "_coerce_json_arg",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_toolkit.py",
-    "relative_path": "codewiki/src/be/caw_toolkit.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_toolkit.py",
+    "relative_path": "codewiki\\src\\be\\caw_toolkit.py",
     "depends_on": [],
     "source_code": "def _coerce_json_arg(value):\n    # Some MCP/CLI bridges emit list/int tool args as JSON-encoded strings\n    # (e.g. ``\"[1, 50]\"`` instead of ``[1, 50]``).  Parity with the\n    # pydantic-ai tool path; see _coerce_json_string in str_replace_editor.py.\n    if isinstance(value, str):\n        try:\n            return json.loads(value)\n        except ValueError:\n            pass\n    return value",
     "start_line": 62,
@@ -3273,22 +3191,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _coerce_json_arg",
-    "component_id": "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
+    "component_id": "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/caw_toolkit.py::CawToolKit": {
-    "id": "codewiki/src/be/caw_toolkit.py::CawToolKit",
+  "codewiki\\src\\be\\caw_toolkit.py::CawToolKit": {
+    "id": "codewiki\\src\\be\\caw_toolkit.py::CawToolKit",
     "name": "CawToolKit",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/caw_toolkit.py",
-    "relative_path": "codewiki/src/be/caw_toolkit.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_toolkit.py",
+    "relative_path": "codewiki\\src\\be\\caw_toolkit.py",
     "depends_on": [
-      "codewiki/src/be/caw_toolkit.py::_heartbeat",
-      "codewiki/src/be/agent_tools/str_replace_editor.py::EditTool",
-      "codewiki/src/be/caw_toolkit.py::_coerce_json_arg",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/utils.py::validate_mermaid_diagrams"
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
+      "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
+      "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
+      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool"
     ],
     "source_code": "class CawToolKit(\n    ToolKit,\n    server_name=\"codewiki_tools\",\n    display_name=\"CodeWiki Tools\",\n):\n    \"\"\"MCP tool server exposing CodeWiki tools to a caw Agent.\"\"\"\n\n    def __init__(\n        self,\n        deps: CodeWikiDeps,\n        backend: \"CawBackend\",\n        allow_subagent: bool,\n    ) -> None:\n        self._deps = deps\n        self._backend = backend\n        self._allow_subagent = allow_subagent\n\n    # ------------------------------------------------------------------\n    # Tool: read_code_components\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Read the source code of the given component ids. \"\n            \"component_ids is a list of strings like \"\n            \"['sweagent/types.py::AgentRunResult', 'auth/middleware.py::verify_token'] \"\n            \"where the part before '::' is the file path and the part after is the component name.\"\n        )\n    )\n    async def read_code_components(self, component_ids: list[str]) -> str:\n        results = []\n        for cid in component_ids:\n            if cid not in self._deps.components:\n                results.append(f\"# Component {cid} not found\")\n            else:\n                results.append(\n                    f\"# Component {cid}:\\n\"\n                    f\"{self._deps.components[cid].source_code.strip()}\\n\\n\"\n                )\n        return \"\\n\".join(results)\n\n    # ------------------------------------------------------------------\n    # Tool: str_replace_editor\n    # Reuses the EditTool implementation + Mermaid validator from the\n    # existing module so behavior matches the pydantic-ai path exactly.\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Custom editing tool for viewing, creating and editing files.\\n\"\n            \"* If `path` is a file, `view` displays the result of applying `cat -n`. \"\n            \"If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\\n\"\n            \"* The `create` command cannot be used if the specified `path` already exists as a file.\\n\"\n            \"* If a `command` generates a long output, it will be truncated and marked with `<response clipped>`.\\n\"\n            \"* The `undo_edit` command will revert the last edit made to the file at `path`.\\n\"\n            \"* Only `view` command is allowed when `working_dir` is `repo`.\"\n        )\n    )\n    async def str_replace_editor(\n        self,\n        working_dir: str,\n        command: str,\n        path: str | None = None,\n        file: str | None = None,\n        file_text: str | None = None,\n        view_range: list[int] | str | None = None,\n        old_str: str | None = None,\n        new_str: str | None = None,\n        insert_line: int | str | None = None,\n    ) -> str:\n        from codewiki.src.be.agent_tools.str_replace_editor import EditTool\n        from codewiki.src.be.utils import validate_mermaid_diagrams\n\n        # ``Literal`` annotations would be the cleanest way to constrain these,\n        # but ``from __future__ import annotations`` turns them into forward refs\n        # that FastMCP's pydantic schema rebuild cannot resolve.  Validate at\n        # call time instead so a bogus working_dir (empty string, ``\".\"``, etc.)\n        # cannot silently route writes to the repo root.\n        if working_dir not in _VALID_WORKING_DIRS:\n            return (\n                f\"Error: invalid `working_dir`={working_dir!r}. \"\n                f\"Allowed values: {list(_VALID_WORKING_DIRS)}.\"\n            )\n        if command not in _VALID_EDITOR_COMMANDS:\n            return (\n                f\"Error: invalid `command`={command!r}. \"\n                f\"Allowed values: {list(_VALID_EDITOR_COMMANDS)}.\"\n            )\n\n        if path is None and file is None:\n            return \"Error: Either `path` or `file` parameter must be provided.\"\n        if path is None:\n            path = file\n        if command != \"view\" and working_dir == \"repo\":\n            return \"The `view` command is the only allowed command when `working_dir` is `repo`.\"\n\n        # Reject absolute paths: ``Path(\"/abs/base\") / \"/abs/other\"`` resolves to\n        # ``/abs/other``, which would silently bypass ``working_dir`` and let the\n        # agent write outside the docs path.  Force the agent to pass a path\n        # relative to the chosen working_dir.\n        if os.path.isabs(path):\n            return (\n                f\"Error: `path` must be relative to `working_dir` ({working_dir!r}), \"\n                f\"got absolute path {path!r}. Pass a relative path like \"\n                f\"'module_name.md' (resolved under absolute_docs_path when \"\n                f\"working_dir='docs').\"\n            )\n\n        view_range = _coerce_json_arg(view_range)\n        insert_line = _coerce_json_arg(insert_line)\n\n        edit_tool = EditTool(self._deps.registry, self._deps.absolute_docs_path)\n\n        base_dir = (\n            self._deps.absolute_docs_path\n            if working_dir == \"docs\"\n            else self._deps.absolute_repo_path\n        )\n        absolute_path = str(Path(base_dir) / path)\n\n        # Defense in depth: even with a relative path, ``..`` segments could\n        # escape ``base_dir``.  Verify the resolved path stays inside.\n        try:\n            resolved = Path(absolute_path).resolve()\n            base_resolved = Path(base_dir).resolve()\n            resolved.relative_to(base_resolved)\n        except ValueError:\n            return (\n                f\"Error: resolved path {absolute_path!r} escapes \"\n                f\"working_dir={working_dir!r} root {base_dir!r}. \"\n                f\"Pass a path that stays inside the working directory.\"\n            )\n\n        edit_tool(\n            command=command,\n            path=absolute_path,\n            file_text=file_text,\n            view_range=view_range,\n            old_str=old_str,\n            new_str=new_str,\n            insert_line=insert_line,\n        )\n\n        result = \"\\n\".join(edit_tool.logs)\n\n        if command != \"view\" and path.endswith(\".md\"):\n            mermaid_validation = await validate_mermaid_diagrams(absolute_path, path)\n            result = result + \"\\n---------- Mermaid validation ----------\\n\" + mermaid_validation\n\n        return result\n\n    # ------------------------------------------------------------------\n    # Tool: generate_sub_module_documentation\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Delegate documentation generation of sub-modules to sub-agents. Each sub-module \"\n            \"is documented separately.\\n\"\n            \"sub_module_specs: a dictionary mapping sub-module names to their core component IDs. \"\n            \"Example: {'authentication': ['auth_handler.py::AuthHandler'], \"\n            \"'database': ['db_client.py::DBClient']}\"\n        )\n    )\n    async def generate_sub_module_documentation(\n        self, sub_module_specs: dict[str, list[str]], ctx: Context\n    ) -> str:\n        if not self._allow_subagent:\n            return (\n                \"generate_sub_module_documentation is NOT available for this module \"\n                \"(leaf module: single-file or below the token threshold, or max recursion \"\n                \"depth reached). DO NOT call this tool again for this module. \"\n                \"Instead, write the documentation directly with `str_replace_editor` \"\n                f\"(create command) as a single `{self._deps.current_module_name}.md` \"\n                \"file covering the provided core components inline (architecture, \"\n                \"components, diagrams, etc.) — no sub-module fan-out.\"\n            )\n\n        # Run the blocking recursion in a worker thread so the caw MCP server's\n        # event loop stays responsive while sub-agents run.  A heartbeat task\n        # emits MCP progress notifications so the CLI does not treat the long\n        # tool call as a stalled / cancelled invocation.\n        work = asyncio.create_task(\n            asyncio.to_thread(self._run_sub_modules, sub_module_specs)\n        )\n        heartbeat = asyncio.create_task(_heartbeat(ctx, work))\n        try:\n            return await work\n        finally:\n            heartbeat.cancel()\n            with contextlib.suppress(asyncio.CancelledError):\n                await heartbeat\n\n    # ------------------------------------------------------------------\n    # Internal: synchronous recursion driver\n    # ------------------------------------------------------------------\n\n    def _run_sub_modules(self, sub_module_specs: dict[str, list[str]]) -> str:\n        deps = self._deps\n        previous_module_name = deps.current_module_name\n\n        # Add sub-modules to the in-memory module tree.\n        value = deps.module_tree\n        for key in deps.path_to_current_module:\n            value = value[key][\"children\"]\n        for sub_name, core_ids in sub_module_specs.items():\n            value[sub_name] = {\"components\": core_ids, \"children\": {}}\n\n        try:\n            for sub_name, core_ids in sub_module_specs.items():\n                indent = \"  \" * deps.current_depth\n                arrow = \"└─\" if deps.current_depth > 0 else \"→\"\n                logger.info(\"%s%s Generating documentation for sub-module: %s\", indent, arrow, sub_name)\n\n                deps.current_module_name = sub_name\n                deps.path_to_current_module.append(sub_name)\n                deps.current_depth += 1\n                try:\n                    # Spawn a fresh caw session for the sub-module.  We already\n                    # run inside a worker thread (started by the parent tool\n                    # call), so call the sync entry point directly to avoid\n                    # double-wrapping.  ``start_depth`` carries the parent's\n                    # depth so the sub-agent's max_depth guard stays accurate.\n                    self._backend._run_module_agent_sync(\n                        module_name=sub_name,\n                        components=deps.components,\n                        core_component_ids=core_ids,\n                        module_path=list(deps.path_to_current_module),\n                        working_dir=deps.absolute_docs_path,\n                        start_depth=deps.current_depth,\n                        module_tree=deps.module_tree,\n                    )\n                finally:\n                    deps.path_to_current_module.pop()\n                    deps.current_depth -= 1\n        finally:\n            deps.current_module_name = previous_module_name\n\n        return (\n            \"Generate successfully. Documentations: \"\n            + \", \".join(key + \".md\" for key in sub_module_specs.keys())\n            + \" are saved in the working directory.\"\n        )",
     "start_line": 74,
@@ -3302,18 +3220,18 @@
     ],
     "class_name": null,
     "display_name": "class CawToolKit",
-    "component_id": "codewiki/src/be/caw_toolkit.py::CawToolKit",
+    "component_id": "codewiki\\src\\be\\caw_toolkit.py::CawToolKit",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/cluster_modules.py::format_potential_core_components": {
-    "id": "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+  "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components": {
+    "id": "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
     "name": "format_potential_core_components",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/cluster_modules.py",
-    "relative_path": "codewiki/src/be/cluster_modules.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\cluster_modules.py",
+    "relative_path": "codewiki\\src\\be\\cluster_modules.py",
     "depends_on": [
-      "codewiki/cli/utils/errors.py::warning"
+      "codewiki\\cli\\utils\\errors.py::warning"
     ],
     "source_code": "def format_potential_core_components(leaf_nodes: List[str], components: Dict[str, Node]) -> tuple[str, str]:\n    \"\"\"\n    Format the potential core components into a string that can be used in the prompt.\n    \"\"\"\n    # Filter out any invalid leaf nodes that don't exist in components\n    valid_leaf_nodes = []\n    for leaf_node in leaf_nodes:\n        if leaf_node in components:\n            valid_leaf_nodes.append(leaf_node)\n        else:\n            logger.warning(f\"Skipping invalid leaf node '{leaf_node}' - not found in components\")\n    \n    #group leaf nodes by file\n    leaf_nodes_by_file = defaultdict(list)\n    for leaf_node in valid_leaf_nodes:\n        leaf_nodes_by_file[components[leaf_node].relative_path].append(leaf_node)\n\n    potential_core_components = \"\"\n    potential_core_components_with_code = \"\"\n    for file, leaf_nodes in dict(sorted(leaf_nodes_by_file.items())).items():\n        potential_core_components += f\"# {file}\\n\"\n        potential_core_components_with_code += f\"# {file}\\n\"\n        for leaf_node in leaf_nodes:\n            potential_core_components += f\"\\t{leaf_node}\\n\"\n            potential_core_components_with_code += f\"\\t{leaf_node}\\n\"\n            potential_core_components_with_code += f\"{components[leaf_node].source_code}\\n\"\n\n    return potential_core_components, potential_core_components_with_code",
     "start_line": 16,
@@ -3328,19 +3246,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function format_potential_core_components",
-    "component_id": "codewiki/src/be/cluster_modules.py::format_potential_core_components",
+    "component_id": "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count": {
-    "id": "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+  "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count": {
+    "id": "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
     "name": "get_clustering_input_token_count",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/cluster_modules.py",
-    "relative_path": "codewiki/src/be/cluster_modules.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\cluster_modules.py",
+    "relative_path": "codewiki\\src\\be\\cluster_modules.py",
     "depends_on": [
-      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
-      "codewiki/src/be/utils.py::count_tokens"
+      "codewiki\\src\\be\\utils.py::count_tokens",
+      "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components"
     ],
     "source_code": "def get_clustering_input_token_count(\n    leaf_nodes: List[str], components: Dict[str, Node]\n) -> int:\n    \"\"\"Count the tokens used to decide whether a module needs clustering.\"\"\"\n    _, potential_core_components_with_code = format_potential_core_components(\n        leaf_nodes, components\n    )\n    return count_tokens(potential_core_components_with_code)",
     "start_line": 46,
@@ -3355,24 +3273,24 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_clustering_input_token_count",
-    "component_id": "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count",
+    "component_id": "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/cluster_modules.py::cluster_modules": {
-    "id": "codewiki/src/be/cluster_modules.py::cluster_modules",
+  "codewiki\\src\\be\\cluster_modules.py::cluster_modules": {
+    "id": "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
     "name": "cluster_modules",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/cluster_modules.py",
-    "relative_path": "codewiki/src/be/cluster_modules.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\cluster_modules.py",
+    "relative_path": "codewiki\\src\\be\\cluster_modules.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::call_llm",
-      "codewiki/src/be/cluster_modules.py::format_potential_core_components",
-      "codewiki/src/be/cluster_modules.py::cluster_modules",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/prompt_template.py::format_cluster_prompt",
-      "codewiki/src/be/utils.py::count_tokens"
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\utils.py::count_tokens",
+      "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
+      "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
+      "codewiki\\src\\be\\llm_services.py::call_llm",
+      "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
+      "codewiki\\cli\\utils\\errors.py::warning"
     ],
     "source_code": "def cluster_modules(\n    leaf_nodes: List[str],\n    components: Dict[str, Node],\n    config: Config,\n    current_module_tree: dict[str, Any] = {},\n    current_module_name: str = None,\n    current_module_path: List[str] = [],\n    completer: Optional[Completer] = None,\n) -> Dict[str, Any]:\n    \"\"\"\n    Cluster the potential core components into modules.\n\n    Args:\n        completer: optional ``(prompt: str) -> str`` callable.  When provided,\n            clustering calls go through this completer instead of the legacy\n            ``call_llm``.  This is how the LLMBackend abstraction injects\n            subscription-mode (caw) routing.  If ``None``, falls back to\n            ``call_llm`` for backward compatibility with direct callers.\n    \"\"\"\n    potential_core_components, potential_core_components_with_code = (\n        format_potential_core_components(leaf_nodes, components)\n    )\n    input_tokens = count_tokens(potential_core_components_with_code)\n    threshold = config.max_token_per_module\n    module_label = current_module_name or \"repository\"\n\n    logger.info(\n        \"Module clustering input for %s: %d leaf nodes, %d tokens, threshold %d\",\n        module_label,\n        len(leaf_nodes),\n        input_tokens,\n        threshold,\n    )\n\n    if input_tokens <= threshold:\n        logger.info(\n            \"Skipping LLM module clustering for %s because %d tokens fit within the \"\n            \"%d-token threshold; using whole-module documentation mode.\",\n            module_label,\n            input_tokens,\n            threshold,\n        )\n        return {}\n\n    prompt = format_cluster_prompt(potential_core_components, current_module_tree, current_module_name)\n    logger.info(\n        \"Requesting LLM module clustering for %s because %d tokens exceed the %d-token threshold.\",\n        module_label,\n        input_tokens,\n        threshold,\n    )\n    if completer is not None:\n        response = completer(prompt)\n    else:\n        response = call_llm(prompt, config, model=config.cluster_model)\n\n    #parse the response\n    try:\n        if \"<GROUPED_COMPONENTS>\" not in response or \"</GROUPED_COMPONENTS>\" not in response:\n            logger.warning(\n                \"Invalid LLM clustering response for %s: missing <GROUPED_COMPONENTS> \"\n                \"tags; falling back to whole-module documentation. Response preview: %s...\",\n                module_label,\n                response[:200],\n            )\n            return {}\n        \n        response_content = response.split(\"<GROUPED_COMPONENTS>\")[1].split(\"</GROUPED_COMPONENTS>\")[0]\n        module_tree = eval(response_content)\n        \n        if not isinstance(module_tree, dict):\n            logger.error(f\"Invalid module tree format - expected dict, got {type(module_tree)}\")\n            return {}\n            \n    except Exception as e:\n        logger.warning(\n            \"Failed to parse LLM clustering response for %s; falling back to \"\n            \"whole-module documentation. Error: %s. Response preview: %s...\",\n            module_label,\n            e,\n            response[:200],\n        )\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        return {}\n\n    # check if the module tree is valid\n    if len(module_tree) <= 1:\n        logger.info(\n            \"Skipping LLM clustering result for %s because it produced only \"\n            \"%d module(s); using whole-module documentation mode.\",\n            module_label,\n            len(module_tree),\n        )\n        return {}\n\n    logger.info(\n        \"LLM module clustering for %s produced %d top-level modules.\",\n        module_label,\n        len(module_tree),\n    )\n\n    if current_module_tree == {}:\n        current_module_tree = module_tree\n    else:\n        value = current_module_tree\n        for key in current_module_path:\n            value = value[key][\"children\"]\n        for module_name, module_info in module_tree.items():\n            del module_info[\"path\"]\n            value[module_name] = module_info\n\n    for module_name, module_info in module_tree.items():\n        sub_leaf_nodes = module_info.get(\"components\", [])\n        \n        # Filter sub_leaf_nodes to ensure they exist in components\n        valid_sub_leaf_nodes = []\n        for node in sub_leaf_nodes:\n            if node in components:\n                valid_sub_leaf_nodes.append(node)\n            else:\n                logger.warning(f\"Skipping invalid sub leaf node '{node}' in module '{module_name}' - not found in components\")\n        \n        current_module_path.append(module_name)\n        module_info[\"children\"] = {}\n        module_info[\"children\"] = cluster_modules(\n            valid_sub_leaf_nodes,\n            components,\n            config,\n            current_module_tree,\n            module_name,\n            current_module_path,\n            completer=completer,\n        )\n        current_module_path.pop()\n\n    return module_tree",
     "start_line": 56,
@@ -3392,27 +3310,27 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function cluster_modules",
-    "component_id": "codewiki/src/be/cluster_modules.py::cluster_modules",
+    "component_id": "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService",
     "name": "AnalysisService",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
-    "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
-      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
-      "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
-      "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path",
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
-      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
-      "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer"
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
+    "depends_on": [
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url",
+      "codewiki\\cli\\utils\\errors.py::warning",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path"
     ],
     "source_code": "class AnalysisService:\n    \"\"\"\n    Centralized analysis service supporting multiple programming languages.\n\n    This service orchestrates the complete analysis workflow:\n    1. Repository cloning and validation\n    2. File structure analysis with filtering\n    3. Multi-language AST parsing and call graph generation\n    4. Result consolidation and cleanup\n\n    \"\"\"\n\n    def __init__(self):\n        \"\"\"Initialize the analysis service with language-specific analyzers.\"\"\"\n        self.call_graph_analyzer = CallGraphAnalyzer()\n        self._temp_directories = []\n\n    def analyze_local_repository(\n        self,\n        repo_path: str,\n        max_files: int = 100,\n        languages: Optional[List[str]] = None\n    ) -> Dict[str, Any]:\n        \"\"\"\n        Analyze a local repository folder.\n        \n        Args:\n            repo_path: Path to local repository folder\n            max_files: Maximum number of files to analyze\n            languages: List of languages to include (e.g., ['python', 'javascript'])\n            \n        Returns:\n            Dict with analysis results including nodes and relationships\n        \"\"\"\n        try:\n            logger.debug(f\"Analyzing local repository at {repo_path}\")\n            \n            # Get repo analyzer to find files\n            repo_analyzer = RepoAnalyzer()\n            structure_result = repo_analyzer.analyze_repository_structure(repo_path)\n            \n            # Extract code files\n            code_files = self.call_graph_analyzer.extract_code_files(structure_result[\"file_tree\"])\n            \n            # Filter by languages if specified\n            if languages:\n                code_files = [f for f in code_files if f.get(\"language\") in languages]\n            \n            # Limit number of files\n            if len(code_files) > max_files:\n                code_files = code_files[:max_files]\n                logger.debug(f\"Limited analysis to {max_files} files\")\n            \n            logger.debug(f\"Analyzing {len(code_files)} files\")\n            \n            # Analyze files\n            result = self.call_graph_analyzer.analyze_code_files(code_files, repo_path)\n            \n            return {\n                \"nodes\": result.get(\"functions\", {}),\n                \"relationships\": result.get(\"relationships\", []),\n                \"summary\": {\n                    \"total_files\": len(code_files),\n                    \"total_nodes\": len(result.get(\"functions\", {})),\n                    \"total_relationships\": len(result.get(\"relationships\", []))\n                }\n            }\n            \n        except Exception as e:\n            logger.error(f\"Local repository analysis failed: {str(e)}\", exc_info=True)\n            raise RuntimeError(f\"Analysis failed: {str(e)}\")\n\n    def analyze_repository_full(\n        self,\n        github_url: str,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> AnalysisResult:\n        \"\"\"\n        Perform complete repository analysis including call graph generation.\n\n        Args:\n            github_url: GitHub repository URL to analyze\n            include_patterns: File patterns to include (e.g., ['*.py', '*.js'])\n            exclude_patterns: Additional patterns to exclude\n\n        Returns:\n            AnalysisResult: Complete analysis with functions, relationships, and visualization\n\n        Raises:\n            ValueError: If GitHub URL is invalid\n            RuntimeError: If analysis fails\n        \"\"\"\n        temp_dir = None\n        try:\n            logger.debug(f\"Starting full analysis of {github_url}\")\n\n            temp_dir = self._clone_repository(github_url)\n            repo_info = self._parse_repository_info(github_url)\n\n            logger.debug(\"Analyzing repository file structure...\")\n            structure_result = self._analyze_structure(temp_dir, include_patterns, exclude_patterns)\n            logger.debug(f\"Found {structure_result['summary']['total_files']} files to analyze.\")\n\n            logger.debug(\"Starting call graph analysis...\")\n            call_graph_result = self._analyze_call_graph(structure_result[\"file_tree\"], temp_dir)\n            logger.debug(\n                f\"Call graph analysis complete. Found {call_graph_result['call_graph']['total_functions']} functions.\"\n            )\n\n            readme_content = self._read_readme_file(temp_dir)\n\n            analysis_result = AnalysisResult(\n                repository=Repository(\n                    url=repo_info[\"url\"],\n                    name=repo_info[\"name\"],\n                    clone_path=temp_dir,\n                    analysis_id=f\"{repo_info['owner']}-{repo_info['name']}\",\n                ),\n                functions=call_graph_result[\"functions\"],\n                relationships=call_graph_result[\"relationships\"],\n                file_tree=structure_result[\"file_tree\"],\n                summary={\n                    **structure_result[\"summary\"],\n                    **call_graph_result[\"call_graph\"],\n                    \"analysis_type\": \"full\",\n                    \"languages_analyzed\": call_graph_result[\"call_graph\"][\"languages_found\"],\n                },\n                visualization=call_graph_result[\"visualization\"],\n                readme_content=readme_content,\n            )\n\n            logger.debug(f\"Cleaning up temporary repository directory: {temp_dir}\")\n            self._cleanup_repository(temp_dir)\n\n            logger.debug(\n                f\"Analysis completed: {analysis_result.summary['total_functions']} functions found\"\n            )\n            return analysis_result\n\n        except Exception as e:\n            logger.error(f\"Analysis failed: {str(e)}\", exc_info=True)\n            if \"temp_dir\" in locals() and Path(temp_dir).exists():\n                self._cleanup_repository(temp_dir)\n            raise RuntimeError(f\"Repository analysis failed: {str(e)}\")\n\n    def analyze_repository_structure_only(\n        self,\n        github_url: str,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> Dict[str, Any]:\n        \"\"\"\n        Perform lightweight structure-only analysis without call graph generation.\n\n        Args:\n            github_url: GitHub repository URL to analyze\n            include_patterns: File patterns to include\n            exclude_patterns: Additional patterns to exclude\n\n        Returns:\n            Dict: Repository structure with file tree and summary statistics\n        \"\"\"\n        temp_dir = None\n        try:\n            logger.debug(f\"Starting structure analysis of {github_url}\")\n\n            temp_dir = self._clone_repository(github_url)\n            repo_info = self._parse_repository_info(github_url)\n\n            structure_result = self._analyze_structure(temp_dir, include_patterns, exclude_patterns)\n\n            result = {\n                \"repository\": repo_info,\n                \"file_tree\": structure_result[\"file_tree\"],\n                \"file_summary\": {\n                    **structure_result[\"summary\"],\n                    \"analysis_type\": \"structure_only\",\n                },\n            }\n\n            self._cleanup_repository(temp_dir)\n\n            logger.debug(\n                f\"Structure analysis completed: {result['file_summary']['total_files']} files found\"\n            )\n            return result\n\n        except Exception as e:\n            if temp_dir:\n                self._cleanup_repository(temp_dir)\n            logger.error(f\"Structure analysis failed for {github_url}: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise RuntimeError(f\"Structure analysis failed: {str(e)}\") from e\n\n    def _clone_repository(self, github_url: str) -> str:\n        \"\"\"Clone repository and return temp dir path.\"\"\"\n        logger.debug(f\"Cloning {github_url}...\")\n        temp_dir = clone_repository(github_url)\n        logger.debug(f\"Repository cloned to {temp_dir}\")\n        self._temp_directories.append(temp_dir)\n        return temp_dir\n\n    def _parse_repository_info(self, github_url: str) -> Dict[str, str]:\n        \"\"\"Parse GitHub URL and extract repository metadata.\"\"\"\n        return parse_github_url(github_url)\n\n    def _analyze_structure(\n        self,\n        repo_dir: str,\n        include_patterns: Optional[List[str]],\n        exclude_patterns: Optional[List[str]],\n    ) -> Dict[str, Any]:\n        \"\"\"Analyze repository file structure with filtering.\"\"\"\n        logger.debug(\n            f\"Initializing RepoAnalyzer with include: {include_patterns}, exclude: {exclude_patterns}\"\n        )\n        repo_analyzer = RepoAnalyzer(include_patterns, exclude_patterns)\n        return repo_analyzer.analyze_repository_structure(repo_dir)\n\n    def _read_readme_file(self, repo_dir: str) -> Optional[str]:\n        \"\"\"Find and read the README file from the repository root.\"\"\"\n        # possible_readme_names = [\"README.md\", \"README\", \"readme.md\", \"README.txt\"]\n        # for name in possible_readme_names:\n        #     readme_path = Path(repo_dir) / name\n        #     if readme_path.exists():\n        #         try:\n        #             logger.debug(f\"Found README file at {readme_path}\")\n        #             return readme_path.read_text(encoding=\"utf-8\")\n        #         except Exception as e:\n        #             logger.warning(f\"Could not read README file at {readme_path}: {e}\")\n        #             return None\n        # logger.debug(\"No README file found in repository root.\")\n        # return None\n        base = Path(repo_dir)\n        possible_readme_names = [\"README.md\", \"README\", \"readme.md\", \"README.txt\"]\n        for name in possible_readme_names:\n            p = base / name\n            if p.exists():\n                try:\n                    assert_safe_path(base, p)\n                    logger.debug(f\"Found README file at {p}\")\n                    return safe_open_text(base, p, encoding=\"utf-8\")\n                except Exception as e:\n                    logger.warning(f\"Skipping unsafe/ unreadable README at {p}: {e}\")\n                    return None\n        logger.debug(\"No README file found in repository root.\")\n        return None\n\n    def _analyze_call_graph(self, file_tree: Dict[str, Any], repo_dir: str) -> Dict[str, Any]:\n        \"\"\"\n        Perform multi-language call graph analysis.\n\n        This method will be expanded to handle:\n        - Python AST analysis (current)\n        - JavaScript/TypeScript AST analysis (planned)\n        - Additional language support (future)\n        \"\"\"\n        logger.debug(\"Extracting code files from file tree...\")\n        code_files = self.call_graph_analyzer.extract_code_files(file_tree)\n\n        logger.debug(f\"Found {len(code_files)} total code files. Filtering for supported languages.\")\n        supported_files = self._filter_supported_languages(code_files)\n        logger.debug(f\"Analyzing {len(supported_files)} supported files.\")\n\n        result = self.call_graph_analyzer.analyze_code_files(supported_files, repo_dir)\n\n        result[\"call_graph\"][\"supported_languages\"] = self._get_supported_languages()\n        result[\"call_graph\"][\"unsupported_files\"] = len(code_files) - len(supported_files)\n\n        return result\n\n    def _filter_supported_languages(self, code_files: List[Dict]) -> List[Dict]:\n        \"\"\"\n        Filter code files to only include supported languages.\n\n        Supports Python, JavaScript, TypeScript, Java, C#, C, C++, PHP, Go, and Rust.\n        \"\"\"\n        supported_languages = {\n            \"python\",\n            \"javascript\",\n            \"typescript\",\n            \"java\",\n            \"csharp\",\n            \"c\",\n            \"cpp\",\n            \"php\",\n            \"go\",\n            \"rust\",\n            \"kotlin\",\n        }\n\n        return [\n            file_info\n            for file_info in code_files\n            if file_info.get(\"language\") in supported_languages\n        ]\n\n    def _get_supported_languages(self) -> List[str]:\n        \"\"\"Get list of currently supported languages for analysis.\"\"\"\n        return [\"python\", \"javascript\", \"typescript\", \"java\", \"csharp\", \"c\", \"cpp\", \"php\", \"kotlin\"]\n\n    def _cleanup_repository(self, temp_dir: str):\n        \"\"\"Clean up cloned repository.\"\"\"\n        logger.debug(f\"Attempting to clean up {temp_dir}\")\n        cleanup_repository(temp_dir)\n        if temp_dir in self._temp_directories:\n            self._temp_directories.remove(temp_dir)\n\n    def cleanup_all(self):\n        \"\"\"Clean up all tracked temporary directories.\"\"\"\n        for temp_dir in self._temp_directories[:]:\n            self._cleanup_repository(temp_dir)\n\n    def __del__(self):\n        \"\"\"Ensure cleanup on service destruction.\"\"\"\n        self.cleanup_all()",
     "start_line": 24,
@@ -3424,18 +3342,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class AnalysisService",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository",
     "name": "analyze_repository",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService"
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService"
     ],
     "source_code": "def analyze_repository(\n    github_url: str, include_patterns=None, exclude_patterns=None\n) -> tuple[AnalysisResult, None]:\n    \"\"\"\n    Backward compatibility function.\n\n    Returns:\n        tuple: (AnalysisResult, None) - None instead of temp_dir since cleanup is handled internally\n    \"\"\"\n    service = AnalysisService()\n    result = service.analyze_repository_full(github_url, include_patterns, exclude_patterns)\n    return result, None",
     "start_line": 343,
@@ -3451,19 +3369,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_repository",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only",
     "name": "analyze_repository_structure_only",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
-      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only"
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only"
     ],
     "source_code": "def analyze_repository_structure_only(\n    github_url: str, include_patterns=None, exclude_patterns=None\n) -> tuple[Dict, None]:\n    \"\"\"\n    Backward compatibility function.\n\n    Returns:\n        tuple: (structure_result, None) - None instead of temp_dir since cleanup is handled internally\n    \"\"\"\n    service = AnalysisService()\n    result = service.analyze_repository_structure_only(\n        github_url, include_patterns, exclude_patterns\n    )\n    return result, None",
     "start_line": 357,
@@ -3479,16 +3397,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_repository_structure_only",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::analyze_repository_structure_only",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError",
     "name": "TimeoutError",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
     "depends_on": [],
     "source_code": "class TimeoutError(Exception):\n    \"\"\"Raised when file parsing exceeds timeout.\"\"\"\n    pass",
     "start_line": 30,
@@ -3502,16 +3420,16 @@
     ],
     "class_name": null,
     "display_name": "class TimeoutError",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout",
     "name": "timeout",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
     "depends_on": [],
     "source_code": "def timeout(seconds):\n    \"\"\"Context manager for timeout on file parsing.\"\"\"\n    def signal_handler(signum, frame):\n        raise TimeoutError(f\"File parsing exceeded {seconds}s timeout\")\n    \n    # Only use signal on Unix systems (not Windows)\n    try:\n        old_handler = signal.signal(signal.SIGALRM, signal_handler)\n        signal.alarm(seconds)\n        yield\n    except AttributeError:\n        # Windows doesn't support SIGALRM, skip timeout\n        yield\n    finally:\n        try:\n            signal.alarm(0)\n            signal.signal(signal.SIGALRM, old_handler)\n        except (AttributeError, ValueError):\n            pass",
     "start_line": 36,
@@ -3525,18 +3443,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function timeout",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::signal_handler": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::signal_handler",
     "name": "signal_handler",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::TimeoutError"
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError"
     ],
     "source_code": "    def signal_handler(signum, frame):\n        raise TimeoutError(f\"File parsing exceeded {seconds}s timeout\")",
     "start_line": 38,
@@ -3551,32 +3469,32 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function signal_handler",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::signal_handler",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::signal_handler",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer",
     "name": "CallGraphAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py",
-    "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
-      "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::timeout",
-      "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
-      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
-      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
-      "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
-      "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
-      "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
-      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
-      "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
-      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file"
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
+    "depends_on": [
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
+      "codewiki\\cli\\utils\\errors.py::warning",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file"
     ],
     "source_code": "class CallGraphAnalyzer:\n    def __init__(self):\n        \"\"\"Initialize the call graph analyzer.\"\"\"\n        self.functions: Dict[str, Node] = {}\n        self.call_relationships: List[CallRelationship] = []\n        logger.debug(\"CallGraphAnalyzer initialized.\")\n\n    def analyze_code_files(self, code_files: List[Dict], base_dir: str) -> Dict:\n        \"\"\"\n        Complete analysis: Analyze all files to build complete call graph with all nodes.\n\n        This approach:\n        1. Analyzes all code files \n        2. Extracts all functions and relationships\n        3. Builds complete call graph\n        4. Returns all nodes and relationships \n        \"\"\"\n        logger.debug(f\"Starting analysis of {len(code_files)} files\")\n        logger.info(f\"📊 Parsing {len(code_files)} source files (this may take a few minutes)...\")\n\n        self.functions = {}\n        self.call_relationships = []\n        code_files = self._route_contextual_headers(code_files, base_dir)\n\n        files_analyzed = 0\n        files_failed = 0\n        start_time = time.time()\n        \n        for idx, file_info in enumerate(code_files, 1):\n            file_path = file_info['path']\n            try:\n                # Log progress every file with elapsed time\n                if idx % max(1, len(code_files) // 10) == 0 or idx <= 5:\n                    elapsed = time.time() - start_time\n                    rate = idx / elapsed if elapsed > 0 else 0\n                    remaining = (len(code_files) - idx) / rate if rate > 0 else 0\n                    logger.info(f\"  [{idx}/{len(code_files)}] {file_path} ({elapsed:.1f}s elapsed, ~{remaining:.1f}s remaining)\")\n                \n                self._analyze_code_file(base_dir, file_info)\n                files_analyzed += 1\n            except Exception as e:\n                files_failed += 1\n                logger.warning(f\"  ⚠️  [{idx}/{len(code_files)}] Failed to analyze {file_path}: {str(e)[:100]}\")\n        \n        elapsed_time = time.time() - start_time\n        logger.info(\n            f\"✓ Analysis complete: {files_analyzed}/{len(code_files)} files analyzed, \"\n            f\"{files_failed} failed, {len(self.functions)} functions, {len(self.call_relationships)} relationships ({elapsed_time:.1f}s)\"\n        )\n\n        logger.debug(\"Resolving call relationships\")\n        self._resolve_call_relationships()\n        self._deduplicate_relationships()\n        viz_data = self._generate_visualization_data()\n\n        return {\n            \"call_graph\": {\n                \"total_functions\": len(self.functions),\n                \"total_calls\": len(self.call_relationships),\n                \"languages_found\": list(set(f.get(\"language\") for f in code_files)),\n                \"files_analyzed\": files_analyzed,\n                \"analysis_approach\": \"complete_unlimited\",\n            },\n            \"functions\": [func.model_dump() for func in self.functions.values()],\n            \"relationships\": [rel.model_dump() for rel in self.call_relationships],\n            \"visualization\": viz_data,\n        }\n\n    def extract_code_files(self, file_tree: Dict) -> List[Dict]:\n        \"\"\"\n        Extract code files from file tree structure.\n\n        Filters files based on supported extensions and excludes test/config files.\n\n        Args:\n            file_tree: Nested dictionary representing file structure\n\n        Returns:\n            List of code file information dictionaries\n        \"\"\"\n        code_files = []\n\n        def traverse(tree):\n            if tree[\"type\"] == \"file\":\n                ext = tree.get(\"extension\", \"\").lower()\n                if ext in CODE_EXTENSIONS:\n                    name = tree[\"name\"].lower()\n                    if not any(skip in name for skip in []):\n                        code_files.append(\n                            {\n                                \"path\": tree[\"path\"],\n                                \"name\": tree[\"name\"],\n                                \"extension\": ext,\n                                \"language\": CODE_EXTENSIONS[ext],\n                            }\n                        )\n            elif tree[\"type\"] == \"directory\" and tree.get(\"children\"):\n                for child in tree[\"children\"]:\n                    traverse(child)\n\n        traverse(file_tree)\n        return code_files\n\n    def _route_contextual_headers(self, code_files: List[Dict], base_dir: str) -> List[Dict]:\n        \"\"\"Route ambiguous .h headers per file.\n\n        A header is parsed as C++ when its own content shows C++ signals, or\n        when the repository is C++-only (so even a signal-free header cannot be\n        C). In a mixed C/C++ repository, a plain C header stays routed as C.\n        \"\"\"\n        cpp_extensions = {\".cpp\", \".cc\", \".cxx\", \".c++\", \".hpp\", \".hxx\", \".h++\"}\n        has_cpp_files = any(\n            file_info.get(\"extension\", \"\").lower() in cpp_extensions\n            or file_info.get(\"language\") == \"cpp\"\n            for file_info in code_files\n        )\n        has_c_files = any(\n            file_info.get(\"extension\", \"\").lower() == \".c\" for file_info in code_files\n        )\n\n        routed_files = []\n        for file_info in code_files:\n            routed = dict(file_info)\n            if routed.get(\"extension\", \"\").lower() == \".h\":\n                if self._header_has_cpp_signal(base_dir, routed[\"path\"]):\n                    routed[\"language\"] = \"cpp\"\n                elif has_cpp_files and not has_c_files:\n                    routed[\"language\"] = \"cpp\"\n            routed_files.append(routed)\n        return routed_files\n\n    def _header_has_cpp_signal(self, base_dir: str, relative_path: str) -> bool:\n        base = Path(base_dir)\n        try:\n            content = safe_open_text(base, base / relative_path)\n        except Exception:\n            return False\n\n        if re.search(\n            r\"\\b(?:namespace\\s+[A-Za-z_{:]|class\\s+[A-Za-z_]|template\\s*<\"\n            r\"|typename\\b|(?:public|private|protected)\\s*:)\",\n            content,\n        ):\n            return True\n        if \"::\" in content:\n            return True\n        for header in CPP_STANDARD_HEADERS:\n            if f\"#include <{header}>\" in content:\n                return True\n        return False\n\n    def _analyze_code_file(self, repo_dir: str, file_info: Dict):\n        \"\"\"\n        Analyze a single code file based on its language.\n\n        Routes to appropriate language-specific analyzer.\n\n        Args:\n            repo_dir: Repository directory path\n            file_info: File information dictionary\n        \"\"\"\n\n        base = Path(repo_dir)\n        file_path = base / file_info[\"path\"]\n\n        try:\n            # Add timeout protection (30 seconds per file max)\n            with timeout(30):\n                content = safe_open_text(base, file_path)\n                language = file_info[\"language\"]\n                if language == \"python\":\n                    self._analyze_python_file(file_path, content, repo_dir)\n                elif language == \"javascript\":\n                    self._analyze_javascript_file(file_path, content, repo_dir)\n                elif language == \"typescript\":\n                    self._analyze_typescript_file(file_path, content, repo_dir)\n                elif language == \"java\":\n                    self._analyze_java_file(file_path, content, repo_dir)\n                elif language == \"kotlin\":\n                    self._analyze_kotlin_file(file_path, content, repo_dir)\n                elif language == \"csharp\":\n                    self._analyze_csharp_file(file_path, content, repo_dir)\n                elif language == \"c\":\n                    self._analyze_c_file(file_path, content, repo_dir)\n                elif language == \"cpp\":\n                    self._analyze_cpp_file(file_path, content, repo_dir)\n                elif language == \"php\":\n                    self._analyze_php_file(file_path, content, repo_dir)\n                # else:\n                #     logger.warning(\n                #         f\"Unsupported language for call graph analysis: {language} for file {file_path}\"\n                #     )\n\n        except TimeoutError as e:\n            logger.warning(f\"⏱️  Timeout analyzing {file_path}: {str(e)}\")\n        except Exception as e:\n            logger.debug(f\"Error analyzing {file_path}: {str(e)}\")\n            logger.debug(f\"Traceback: {traceback.format_exc()}\")\n\n    def _analyze_python_file(self, file_path: str, content: str, base_dir: str):\n        \"\"\"\n        Analyze Python file using Python AST analyzer.\n\n        Args:\n            file_path: Relative path to the Python file\n            content: File content string\n            base_dir: Repository base directory path\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.python import analyze_python_file\n\n        try:\n            functions, relationships = analyze_python_file(\n                file_path, content, repo_path=base_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Python file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_javascript_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze JavaScript file using tree-sitter based AST analyzer\n\n        Args:\n            file_path: Relative path to the JavaScript file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        try:\n\n            from codewiki.src.be.dependency_analyzer.analyzers.javascript import analyze_javascript_file_treesitter\n\n            functions, relationships = analyze_javascript_file_treesitter(\n                file_path, content, repo_path=repo_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n\n        except Exception as e:\n            logger.error(f\"Failed to analyze JavaScript file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_typescript_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze TypeScript file using tree-sitter based AST analyzer \n\n        Args:\n            file_path: Relative path to the TypeScript file\n            content: File content string\n        \"\"\"\n        try:\n\n            from codewiki.src.be.dependency_analyzer.analyzers.typescript import analyze_typescript_file_treesitter\n\n            functions, relationships = analyze_typescript_file_treesitter(\n                file_path, content, repo_path=repo_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n\n        except Exception as e:\n            logger.error(f\"Failed to analyze TypeScript file {file_path}: {e}\", exc_info=True)\n\n\n\n    def _analyze_c_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.c import analyze_c_file\n\n        functions, relationships = analyze_c_file(file_path, content, repo_path=repo_dir)\n\n        for func in functions:\n            func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n            self.functions[func_id] = func\n\n        self.call_relationships.extend(relationships)\n\n    def _analyze_cpp_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C++ file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C++ file\n            content: File content string\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.cpp import analyze_cpp_file\n\n        functions, relationships = analyze_cpp_file(\n            file_path, content, repo_path=repo_dir\n        )\n\n        for func in functions:\n            func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n            self.functions[func_id] = func\n\n        self.call_relationships.extend(relationships)\n\n    def _analyze_java_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze Java file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the Java file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.java import analyze_java_file\n\n        try:\n            functions, relationships = analyze_java_file(file_path, content, repo_path=repo_dir)\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Java file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_kotlin_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze Kotlin file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the Kotlin file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.kotlin import analyze_kotlin_file\n\n        try:\n            functions, relationships = analyze_kotlin_file(file_path, content, repo_path=repo_dir)\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Kotlin file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_csharp_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C# file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C# file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.csharp import analyze_csharp_file\n\n        try:\n            functions, relationships = analyze_csharp_file(file_path, content, repo_path=repo_dir)\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze C# file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_php_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze PHP file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the PHP file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.php import analyze_php_file\n\n        try:\n            functions, relationships = analyze_php_file(file_path, content, repo_path=repo_dir)\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze PHP file {file_path}: {e}\", exc_info=True)\n\n    def _resolve_call_relationships(self):\n        \"\"\"\n        Resolve function call relationships across all languages.\n\n        Attempts to match function calls to actual function definitions,\n        handling cross-language calls where possible.\n        \"\"\"\n        indexes = self._build_resolution_indexes()\n        for func_id, func_info in self.functions.items():\n            if not func_info.language:\n                file_ext = Path(func_info.file_path).suffix.lower()\n                func_info.language = CODE_EXTENSIONS.get(file_ext)\n\n        resolved_count = 0\n        for relationship in self.call_relationships:\n            if relationship.is_resolved and relationship.callee in self.functions:\n                continue\n\n            resolved_id = self._resolve_callee(relationship, indexes)\n            if resolved_id:\n                relationship.callee = resolved_id\n                relationship.is_resolved = True\n                resolved_count += 1\n\n        java_packages = self._java_project_packages()\n        self.call_relationships = [\n            relationship\n            for relationship in self.call_relationships\n            if relationship.is_resolved\n            or not self._is_external_callee(\n                self._caller_language(relationship.caller),\n                relationship.callee,\n                java_packages,\n            )\n        ]\n\n    def _java_project_packages(self) -> set:\n        packages = set()\n        for func_info in self.functions.values():\n            if func_info.language == \"java\":\n                package = self._java_package_for_node(func_info)\n                if package:\n                    packages.add(package)\n        return packages\n\n    def _is_external_callee(self, language: Optional[str], callee: str, java_packages: set) -> bool:\n        \"\"\"Classify a still-unresolved callee as external, after project\n        resolution has had its chance.\n\n        Rules are generic, not name lists: prefix/standard-library knowledge in\n        is_external_symbol, the C/C++ ALL_CAPS macro convention (macros are\n        never components, so such calls can never resolve), and Java package\n        origin — a dotted name qualified to a package with no prefix relation\n        to any project package came from a third-party import.\n        \"\"\"\n        if is_external_symbol(language, callee):\n            return True\n        if language in (\"c\", \"cpp\") and is_macro_name(callee):\n            return True\n        if language == \"java\" and \".\" in callee and java_packages:\n            package = callee.rsplit(\".\", 1)[0]\n            if not any(\n                package == project\n                or package.startswith(project + \".\")\n                or project.startswith(package + \".\")\n                for project in java_packages\n            ):\n                return True\n        return False\n\n    def _build_resolution_indexes(self) -> Dict[str, Dict[str, List[str]]]:\n        exact: Dict[str, List[str]] = defaultdict(list)\n        simple: Dict[str, List[str]] = defaultdict(list)\n\n        def add(index: Dict[str, List[str]], key: Optional[str], func_id: str) -> None:\n            if key and func_id not in index[key]:\n                index[key].append(func_id)\n\n        for func_id, func_info in self.functions.items():\n            add(exact, func_id, func_id)\n            add(exact, func_info.component_id, func_id)\n            add(exact, func_info.qualified_name, func_id)\n            add(exact, func_info.name, func_id)\n\n            names = {func_info.name}\n            if func_info.component_id:\n                names.add(func_info.component_id.split(\"::\")[-1])\n            if func_info.qualified_name:\n                names.add(func_info.qualified_name.split(\".\")[-1])\n                parts = func_info.qualified_name.split(\".\")\n                if len(parts) >= 2:\n                    names.add(\".\".join(parts[-2:]))\n\n            for name in names:\n                add(simple, name, func_id)\n                if name and \".\" in name:\n                    add(simple, name.split(\".\")[-1], func_id)\n\n        return {\"exact\": exact, \"simple\": simple}\n\n    def _resolve_callee(self, relationship: CallRelationship, indexes: Dict[str, Dict[str, List[str]]]) -> Optional[str]:\n        callee_name = relationship.callee\n\n        exact_match = self._unique_match(indexes[\"exact\"], callee_name)\n        if exact_match:\n            return exact_match\n\n        if \"::\" in callee_name:\n            suffix = callee_name.split(\"::\")[-1]\n            exact_match = self._unique_match(indexes[\"exact\"], suffix)\n            if exact_match:\n                return exact_match\n            simple_match = self._unique_match(indexes[\"simple\"], suffix)\n            if simple_match:\n                return simple_match\n\n        if \".\" in callee_name:\n            exact_match = self._unique_match(indexes[\"exact\"], callee_name)\n            if exact_match:\n                return exact_match\n            simple_match = self._unique_match(indexes[\"simple\"], callee_name)\n            if simple_match:\n                return simple_match\n            tail_match = self._unique_match(indexes[\"simple\"], callee_name.split(\".\")[-1])\n            if tail_match:\n                return tail_match\n\n        caller = self.functions.get(relationship.caller)\n        if caller and caller.language == \"java\" and \".\" not in callee_name:\n            package = self._java_package_for_node(caller)\n            if package:\n                same_package_match = self._unique_match(indexes[\"exact\"], f\"{package}.{callee_name}\")\n                if same_package_match:\n                    return same_package_match\n\n        return self._unique_match(indexes[\"simple\"], callee_name)\n\n    def _unique_match(self, index: Dict[str, List[str]], key: str) -> Optional[str]:\n        matches = index.get(key, [])\n        return matches[0] if len(matches) == 1 else None\n\n    def _java_package_for_node(self, node: Node) -> str:\n        qualified_name = node.qualified_name or \"\"\n        parts = qualified_name.split(\".\")\n        if len(parts) < 2:\n            return \"\"\n        if node.component_type == \"method\" and len(parts) >= 3:\n            return \".\".join(parts[:-2])\n        return \".\".join(parts[:-1])\n\n    def _caller_language(self, caller_id: str) -> Optional[str]:\n        caller = self.functions.get(caller_id)\n        if caller and caller.language:\n            return caller.language\n        if caller:\n            return CODE_EXTENSIONS.get(Path(caller.file_path).suffix.lower())\n        return None\n\n    def _deduplicate_relationships(self):\n        \"\"\"\n        Deduplicate call relationships based on caller-callee pairs.\n\n        Removes duplicate relationships while preserving the first occurrence.\n        This helps eliminate noise from multiple calls to the same function.\n        \"\"\"\n        seen = set()\n        unique_relationships = []\n\n        for rel in self.call_relationships:\n            key = (rel.caller, rel.callee)\n            if key not in seen:\n                seen.add(key)\n                unique_relationships.append(rel)\n\n        self.call_relationships = unique_relationships\n\n    def _generate_visualization_data(self) -> Dict:\n        \"\"\"\n        Generate visualization data for graph rendering.\n\n        Creates Cytoscape.js compatible graph data with nodes and edges.\n\n        Returns:\n            Dict: Visualization data with cytoscape elements and summary\n        \"\"\"\n        cytoscape_elements = []\n\n        for func_id, func_info in self.functions.items():\n            node_classes = []\n            if func_info.node_type == \"method\":\n                node_classes.append(\"node-method\")\n            else:\n                node_classes.append(\"node-function\")\n\n            file_ext = Path(func_info.file_path).suffix.lower()\n            language = func_info.language or CODE_EXTENSIONS.get(file_ext, \"unknown\")\n            if file_ext == \".py\":\n                node_classes.append(\"lang-python\")\n            elif file_ext == \".js\":\n                node_classes.append(\"lang-javascript\")\n            elif file_ext == \".ts\":\n                node_classes.append(\"lang-typescript\")\n            elif language == \"c\":\n                node_classes.append(\"lang-c\")\n            elif language == \"cpp\" or file_ext in [\".cpp\", \".cc\", \".cxx\", \".c++\", \".hpp\", \".hxx\", \".h++\"]:\n                node_classes.append(\"lang-cpp\")\n            elif file_ext in [\".kt\", \".kts\"]:\n                node_classes.append(\"lang-kotlin\")\n            elif file_ext in [\".php\", \".phtml\", \".inc\"]:\n                node_classes.append(\"lang-php\")\n\n            cytoscape_elements.append(\n                {\n                    \"data\": {\n                        \"id\": func_id,\n                        \"label\": func_info.name,\n                        \"file\": func_info.file_path,\n                        \"type\": func_info.node_type or \"function\",\n                        \"language\": language,\n                    },\n                    \"classes\": \" \".join(node_classes),\n                }\n            )\n\n        resolved_rels = [r for r in self.call_relationships if r.is_resolved]\n        for rel in resolved_rels:\n            cytoscape_elements.append(\n                {\n                    \"data\": {\n                        \"id\": f\"{rel.caller}->{rel.callee}\",\n                        \"source\": rel.caller,\n                        \"target\": rel.callee,\n                        \"line\": rel.call_line,\n                    },\n                    \"classes\": \"edge-call\",\n                }\n            )\n\n        summary = {\n            \"total_nodes\": len(self.functions),\n            \"total_edges\": len(resolved_rels),\n            \"unresolved_calls\": len(self.call_relationships) - len(resolved_rels),\n        }\n\n        return {\n            \"cytoscape\": {\"elements\": cytoscape_elements},\n            \"summary\": summary,\n        }\n\n    def generate_llm_format(self) -> Dict:\n        \"\"\"Generate clean format optimized for LLM consumption.\"\"\"\n        return {\n            \"functions\": [\n                {\n                    \"name\": func.name,\n                    \"file\": Path(func.file_path).name,\n                    \"purpose\": (func.docstring.split(\"\\n\")[0] if func.docstring else None),\n                    \"parameters\": func.parameters,\n                    \"is_recursive\": func.name\n                    in [\n                        rel.callee\n                        for rel in self.call_relationships\n                        if rel.caller.endswith(func.name)\n                    ],\n                }\n                for func in self.functions.values()\n            ],\n            \"relationships\": {\n                func.name: {\n                    \"calls\": [\n                        rel.callee.split(\":\")[-1]\n                        for rel in self.call_relationships\n                        if rel.caller.endswith(func.name) and rel.is_resolved\n                    ],\n                    \"called_by\": [\n                        rel.caller.split(\":\")[-1]\n                        for rel in self.call_relationships\n                        if rel.callee.endswith(func.name) and rel.is_resolved\n                    ],\n                }\n                for func in self.functions.values()\n            },\n        }\n\n    def _select_most_connected_nodes(self, target_count: int):\n        \"\"\"\n        Select the most connected nodes from the call graph.\n\n        Args:\n            target_count: The number of nodes to select\n        \"\"\"\n        if len(self.functions) <= target_count:\n            return\n\n        if not self.call_relationships:\n            logger.warning(\"No call relationships found - keeping all functions by name\")\n            func_ids = list(self.functions.keys())[:target_count]\n            self.functions = {fid: func for fid, func in self.functions.items() if fid in func_ids}\n            return\n\n        graph = {}\n        for rel in self.call_relationships:\n            if rel.caller in self.functions:\n                if rel.caller not in graph:\n                    graph[rel.caller] = set()\n            if rel.callee in self.functions:\n                if rel.callee not in graph:\n                    graph[rel.callee] = set()\n\n            if rel.caller in graph and rel.callee in graph:\n                graph[rel.caller].add(rel.callee)\n                graph[rel.callee].add(rel.caller)\n\n        degree_centrality = {}\n        for func_id in self.functions.keys():\n            degree_centrality[func_id] = len(graph.get(func_id, set()))\n\n        sorted_func_ids = sorted(degree_centrality, key=degree_centrality.get, reverse=True)\n\n        selected_func_ids = sorted_func_ids[:target_count]\n\n        original_func_count = len(self.functions)\n        self.functions = {\n            fid: func for fid, func in self.functions.items() if fid in selected_func_ids\n        }\n\n        original_rel_count = len(self.call_relationships)\n        self.call_relationships = [\n            rel\n            for rel in self.call_relationships\n            if rel.caller in selected_func_ids and rel.callee in selected_func_ids\n        ]",
     "start_line": 57,
@@ -3588,16 +3506,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class CallGraphAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py::CallGraphAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url",
     "name": "sanitize_github_url",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
     "depends_on": [],
     "source_code": "def sanitize_github_url(github_url: str) -> str:\n    \"\"\"\n    Sanitize GitHub URL to ensure proper format and remove extra path components.\n\n    Args:\n        github_url: Raw GitHub URL or repository path\n\n    Returns:\n        str: Sanitized GitHub URL suitable for cloning\n    \"\"\"\n\n    url = github_url.strip()\n\n    protocol = \"https://\"\n    if url.startswith(\"https://\"):\n        url = url[8:]\n    elif url.startswith(\"http://\"):\n        url = url[7:]\n        protocol = \"http://\"\n\n    if url.startswith(\"www.\"):\n        url = url[4:]\n\n    parts = url.split(\"/\")\n\n    if url.startswith(\"github.com/\"):\n        url_parts = url.split(\"/\")\n        if len(url_parts) >= 3:\n            owner = url_parts[1]\n            repo = url_parts[2]\n        else:\n            return github_url\n    elif \"/\" in url and not url.startswith(\"github.com\"):\n        url_parts = url.split(\"/\")\n        if len(url_parts) >= 2:\n            owner = url_parts[0]\n            repo = url_parts[1]\n        else:\n            return github_url\n    else:\n        return github_url\n\n    if repo.endswith(\".git\"):\n        repo = repo[:-4]\n\n    return f\"{protocol}github.com/{owner}/{repo}\"",
     "start_line": 12,
@@ -3611,19 +3529,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function sanitize_github_url",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
     "name": "clone_repository",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::sanitize_github_url"
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url"
     ],
     "source_code": "def clone_repository(github_url: str) -> str:\n    \"\"\"\n    Clone a GitHub repository to a temporary directory.\n\n    Args:\n        github_url: GitHub repository URL (will be sanitized automatically)\n\n    Returns:\n        str: Path to the cloned repository directory\n\n    Raises:\n        RuntimeError: If cloning fails or git executable is not found.\n    \"\"\"\n    if not GIT_EXECUTABLE_PATH:\n        raise RuntimeError(\n            \"Git executable not found. Please install Git and ensure it is in the system's PATH.\"\n        )\n\n    sanitized_url = sanitize_github_url(github_url)\n\n    temp_dir = tempfile.mkdtemp(prefix=\"gitprobe_\")\n\n    try:\n        if os.name == \"nt\":\n            try:\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"config\",\n                        \"--global\",\n                        \"core.longpaths\",\n                        \"true\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n            except:\n                pass\n\n        subprocess.run(\n            [\n                GIT_EXECUTABLE_PATH,\n                \"clone\",\n                \"--depth\",\n                \"1\",\n                \"--filter=blob:none\",\n                sanitized_url,\n                temp_dir,\n            ],\n            check=True,\n            capture_output=True,\n            text=True,\n            timeout=300,\n        )\n\n        if os.name == \"nt\":\n            try:\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"-C\",\n                        temp_dir,\n                        \"config\",\n                        \"core.sparseCheckout\",\n                        \"true\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n\n                sparse_checkout_path = os.path.join(temp_dir, \".git\", \"info\", \"sparse-checkout\")\n                os.makedirs(os.path.dirname(sparse_checkout_path), exist_ok=True)\n                with open(sparse_checkout_path, \"w\") as f:\n                    f.write(\"*\\n\")\n                    f.write(\"!**/tests/**/CvnF9nAXfESwhrtdkjGhX2wAkKHzwr8N2rjExPK8eZYS/**\\n\")\n                    f.write(\n                        \"!**/0x0000000000000000000000000000000000000000000000000000000000000002/**\\n\"\n                    )\n\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"-C\",\n                        temp_dir,\n                        \"read-tree\",\n                        \"-m\",\n                        \"-u\",\n                        \"HEAD\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n            except:\n                pass\n        return temp_dir\n    except subprocess.TimeoutExpired:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(\n            f\"Repository cloning timed out after 5 minutes. The repository may be too large or network is slow.\"\n        )\n    except subprocess.CalledProcessError as e:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(f\"Failed to clone repository: {e.stderr}\")\n    except FileNotFoundError:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(\n            f\"Git executable not found at '{GIT_EXECUTABLE_PATH}'. \"\n            \"Please ensure Git is installed and the path is correct.\"\n        )",
     "start_line": 60,
@@ -3637,16 +3555,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function clone_repository",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
     "name": "cleanup_repository_safe",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
     "depends_on": [],
     "source_code": "def cleanup_repository_safe(repo_dir: str) -> bool:\n    \"\"\"\n    Windows-safe removal of the cloned repository directory.\n    Handles read-only files and permission issues common on Windows.\n\n    Args:\n        repo_dir: Path to the repository directory to remove\n\n    Returns:\n        bool: True if cleanup successful, False otherwise\n    \"\"\"\n\n    def handle_remove_readonly(func, path, exc):\n        \"\"\"Error handler for Windows read-only files.\"\"\"\n        if os.path.exists(path):\n            os.chmod(path, stat.S_IWRITE)\n            func(path)\n\n    try:\n        if os.path.exists(repo_dir):\n            if os.name == \"nt\":\n                shutil.rmtree(repo_dir, onerror=handle_remove_readonly)\n            else:\n                shutil.rmtree(repo_dir)\n            return True\n        return False\n    except PermissionError as e:\n        try:\n            time.sleep(1)\n            if os.path.exists(repo_dir):\n                for root, dirs, files in os.walk(repo_dir):\n                    for dir in dirs:\n                        os.chmod(os.path.join(root, dir), stat.S_IWRITE)\n                    for file in files:\n                        file_path = os.path.join(root, file)\n                        if os.path.exists(file_path):\n                            os.chmod(file_path, stat.S_IWRITE)\n                shutil.rmtree(repo_dir)\n            return True\n        except Exception as retry_e:\n            print(f\"⚠️ Warning: Failed to cleanup {repo_dir} after retry: {str(retry_e)}\")\n            return False\n    except Exception as e:\n        print(f\"⚠️ Warning: Failed to cleanup {repo_dir}: {str(e)}\")\n        return False",
     "start_line": 174,
@@ -3660,16 +3578,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function cleanup_repository_safe",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly",
     "name": "handle_remove_readonly",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
     "depends_on": [],
     "source_code": "    def handle_remove_readonly(func, path, exc):\n        \"\"\"Error handler for Windows read-only files.\"\"\"\n        if os.path.exists(path):\n            os.chmod(path, stat.S_IWRITE)\n            func(path)",
     "start_line": 186,
@@ -3685,18 +3603,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function handle_remove_readonly",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::handle_remove_readonly",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
     "name": "cleanup_repository",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository_safe"
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe"
     ],
     "source_code": "def cleanup_repository(repo_dir: str) -> bool:\n    \"\"\"\n    Remove the cloned repository directory (wrapper for backward compatibility).\n\n    Args:\n        repo_dir: Path to the repository directory to remove\n\n    Returns:\n        bool: True if cleanup successful, False otherwise\n    \"\"\"\n    return cleanup_repository_safe(repo_dir)",
     "start_line": 221,
@@ -3710,16 +3628,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function cleanup_repository",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::cleanup_repository",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url",
     "name": "parse_github_url",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/cloning.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/cloning.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
     "depends_on": [],
     "source_code": "def parse_github_url(github_url: str) -> dict:\n    \"\"\"\n    Parse GitHub URL to extract owner and repository name.\n\n    Args:\n        github_url: GitHub repository URL\n\n    Returns:\n        dict: Repository information\n    \"\"\"\n    parts = github_url.rstrip(\"/\").split(\"/\")\n    if len(parts) >= 2:\n        owner = parts[-2]\n        name = parts[-1].replace(\".git\", \"\")\n        return {\n            \"owner\": owner,\n            \"name\": name,\n            \"full_name\": f\"{owner}/{name}\",\n            \"url\": github_url,\n        }\n    return {\n        \"owner\": \"unknown\",\n        \"name\": \"unknown\",\n        \"full_name\": \"unknown\",\n        \"url\": github_url,\n    }",
     "start_line": 234,
@@ -3733,16 +3651,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function parse_github_url",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/cloning.py::parse_github_url",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer",
     "name": "RepoAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py",
     "depends_on": [],
     "source_code": "class RepoAnalyzer:\n    def __init__(\n        self,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> None:\n        # Include patterns: if specified, use ONLY those patterns (replaces defaults)\n        self.include_patterns = (\n            include_patterns if include_patterns is not None else DEFAULT_INCLUDE_PATTERNS\n        )\n        # Exclude patterns: if specified, MERGE with default ignore patterns\n        self.exclude_patterns = (\n            list(DEFAULT_IGNORE_PATTERNS) + exclude_patterns\n            if exclude_patterns is not None\n            else list(DEFAULT_IGNORE_PATTERNS)\n        )\n\n    def analyze_repository_structure(self, repo_dir: str) -> Dict:\n        file_tree = self._build_file_tree(repo_dir)\n        return {\n            \"file_tree\": file_tree,\n            \"summary\": {\n                \"total_files\": self._count_files(file_tree),\n                \"total_size_kb\": self._calculate_size(file_tree),\n            },\n        }\n\n    def _build_file_tree(self, repo_dir: str) -> Dict:\n        def build_tree(path: Path, base_path: Path) -> Optional[Dict]:\n            relative_path = path.relative_to(base_path)\n            relative_path_str = str(relative_path)\n\n            # 🚫 Reject symlinks\n            if path.is_symlink():\n                return None\n\n            # 🚫 Reject escaped paths (e.g., symlinks pointing outside)\n            try:\n                if not path.resolve().is_relative_to(base_path.resolve()):\n                    return None\n            except AttributeError:\n                if not str(path.resolve()).startswith(str(base_path.resolve())):\n                    return None\n\n            if self._should_exclude_path(relative_path_str, path.name):\n                return None\n\n            if path.is_file():\n                if not self._should_include_file(relative_path_str, path.name):\n                    return None\n\n                size = path.stat().st_size\n                return {\n                    \"type\": \"file\",\n                    \"name\": path.name,\n                    \"path\": relative_path_str,\n                    \"extension\": path.suffix,\n                    \"_size_bytes\": size,\n                }\n\n            elif path.is_dir():\n                children = []\n                try:\n                    for child in sorted(path.iterdir()):\n                        child_tree = build_tree(child, base_path)\n                        if child_tree is not None:\n                            children.append(child_tree)\n                except PermissionError:\n                    pass\n\n                if children or str(relative_path) == \".\":\n                    return {\n                        \"type\": \"directory\",\n                        \"name\": path.name,\n                        \"path\": relative_path_str,\n                        \"children\": children,\n                    }\n                return None\n\n            # Other types (sockets, devices, etc.)\n            return None\n\n        return build_tree(Path(repo_dir), Path(repo_dir))\n\n    def _should_exclude_path(self, path: str, filename: str) -> bool:\n        for pattern in self.exclude_patterns:\n            if fnmatch.fnmatch(path, pattern) or fnmatch.fnmatch(filename, pattern):\n                return True\n            if pattern.endswith(\"/\") and path.startswith(pattern.rstrip(\"/\")):\n                return True\n            if path.startswith(pattern + \"/\") or path == pattern:\n                return True\n            if pattern in path.split(\"/\"):\n                return True\n        return False\n\n    def _should_include_file(self, path: str, filename: str) -> bool:\n        if not self.include_patterns:\n            return True\n        for pattern in self.include_patterns:\n            if fnmatch.fnmatch(path, pattern) or fnmatch.fnmatch(filename, pattern):\n                return True\n        return False\n\n    def _count_files(self, tree: Dict) -> int:\n        if tree[\"type\"] == \"file\":\n            return 1\n        return sum(self._count_files(child) for child in tree.get(\"children\", []))\n\n    def _calculate_size(self, tree: Dict) -> float:\n        if tree[\"type\"] == \"file\":\n            return tree.get(\"_size_bytes\", 0) / 1024\n        return sum(self._calculate_size(child) for child in tree.get(\"children\", []))",
     "start_line": 16,
@@ -3754,19 +3672,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class RepoAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py::RepoAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer",
     "name": "TreeSitterCAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/c.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/c.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node"
     ],
     "source_code": "class TreeSitterCAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.c', '.h']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str) -> str:\n\t\trel_path = self._get_relative_path()\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_c.language()\n\t\tc_language = Language(language_capsule)\n\t\tparser = Parser(c_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\t# collect all top-level nodes using recursive traversal\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\t# extract relationships between top-level nodes\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\t\"\"\"Recursively extract top-level nodes (functions, structs, and global variables).\"\"\"\n\t\tnode_type = None\n\t\tnode_name = None\n\t\t\n\t\tif node.type == \"function_definition\":\n\t\t\tnode_type = \"function\"\n\t\t\t# look for function_declarator\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tif declarator:\n\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\tif identifier:\n\t\t\t\t\tnode_name = identifier.text.decode()\n\t\telif node.type == \"struct_specifier\":\n\t\t\t# Extract struct definitions: struct Name { ... }\n\t\t\tnode_type = \"struct\"\n\t\t\t# Find type_identifier that represents the struct name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"type_definition\":\n\t\t\t# Handle typedef struct definitions: typedef struct { ... } Name;\n\t\t\t# Check if this typedef contains a struct\n\t\t\tstruct_spec = next((c for c in node.children if c.type == \"struct_specifier\"), None)\n\t\t\tif struct_spec:\n\t\t\t\tnode_type = \"struct\"\n\t\t\t\t# The typedef name is the type_identifier at the end\n\t\t\t\ttype_declarator = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\t\tif type_declarator:\n\t\t\t\t\tnode_name = type_declarator.text.decode()\n\t\telif node.type == \"declaration\":\n\t\t\tif self._is_global_variable(node):\n\t\t\t\tnode_type = \"variable\"\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"init_declarator\":\n\t\t\t\t\t\tidentifier = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\t\tpointer_declarator = next((c for c in child.children if c.type == \"pointer_declarator\"), None)\n\t\t\t\t\t\tif pointer_declarator:\n\t\t\t\t\t\t\tidentifier = next((c for c in pointer_declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"c\",\n\t\t\t\tqualified_name=node_name\n\t\t\t)\n\n\t\t\tif node_type in [\"function\", \"struct\"]:\n\t\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _is_global_variable(self, node) -> bool:\n\t\tparent = node.parent\n\t\twhile parent:\n\t\t\tif parent.type == \"function_definition\":\n\t\t\t\treturn False\n\t\t\tparent = parent.parent\n\t\treturn True\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\t\"\"\"Extract various types of relationships between top-level nodes.\"\"\"\n\t\t\n\t\t# 1. function calls other functions\n\t\tif node.type == \"call_expression\":\n\t\t\tcontaining_function = self._find_containing_function(node, top_level_nodes)\n\t\t\tif containing_function:\n\t\t\t\tcontaining_function_id = self._get_component_id(containing_function)\n\t\t\t\t\n\t\t\t\t# Get called function name. External/libc filtering happens in\n\t\t\t\t# CallGraphAnalyzer after cross-file resolution, so a project\n\t\t\t\t# function that shadows a libc name still gets its edges.\n\t\t\t\tfunction_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\t\tif function_node:\n\t\t\t\t\tcalled_function = function_node.text.decode()\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\tcallee=called_function,  # Use simple name for cross-file resolution\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False  # Let CallGraphAnalyzer resolve\n\t\t\t\t\t))\n\t\t\n\t\t# 2. function uses global variables\n\t\tif node.type == \"identifier\":\n\t\t\tcontaining_function = self._find_containing_function(node, top_level_nodes)\n\t\t\tif containing_function:\n\t\t\t\tvar_name = node.text.decode()\n\t\t\t\t# Check if this identifier refers to a global variable\n\t\t\t\tif var_name in top_level_nodes and top_level_nodes[var_name].component_type == \"variable\":\n\t\t\t\t\tcontaining_function_id = self._get_component_id(containing_function)\n\t\t\t\t\tvar_component_id = self._get_component_id(var_name)\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\tcallee=var_component_id,\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=True  # Local file relationship\n\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _find_containing_function(self, node, top_level_nodes):\n\t\t\"\"\"Find the function that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\t# Get function name\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\tif identifier:\n\t\t\t\t\t\tfunc_name = identifier.text.decode()\n\t\t\t\t\t\tif func_name in top_level_nodes:\n\t\t\t\t\t\t\treturn func_name\n\t\t\tcurrent = current.parent\n\t\treturn None",
     "start_line": 13,
@@ -3778,18 +3696,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class TreeSitterCAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file",
     "name": "analyze_c_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/c.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/c.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/c.py::TreeSitterCAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer"
     ],
     "source_code": "def analyze_c_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
     "start_line": 213,
@@ -3805,21 +3723,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_c_file",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/c.py::analyze_c_file",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer",
     "name": "TreeSitterCppAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol"
     ],
     "source_code": "class TreeSitterCppAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\n\t\tfor ext in ['.cpp', '.cc', '.cxx', '.c++', '.hpp', '.hxx', '.h++', '.h']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str, parent_class: str = None) -> str:\n\t\trel_path = self._get_relative_path()\n\t\tif parent_class:\n\t\t\treturn f\"{rel_path}::{parent_class}.{name}\"\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_cpp.language()\n\t\tcpp_language = Language(language_capsule)\n\t\tparser = Parser(cpp_language)\n\t\troot = self._parse_with_macro_recovery(parser)\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\t# collect all top-level nodes using recursive traversal\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\t# extract relationships between top-level nodes\n\t\tself._extract_relationships(root, top_level_nodes)\n\n\tdef _parse_with_macro_recovery(self, parser):\n\t\t\"\"\"Parse the original source; if it has syntax errors, retry with macro\n\t\tnormalization and keep whichever parse has fewer errors.\n\n\t\tNormalization strips ALL_CAPS tokens by naming convention, which is\n\t\twrong for code whose *types* are ALL_CAPS (e.g. Win32 `HANDLE`/`DWORD`).\n\t\tComparing error counts makes the heuristic self-correcting: clean files\n\t\tare never touched, and normalization is only kept when it demonstrably\n\t\trecovers structure.\n\t\t\"\"\"\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\tif not tree.root_node.has_error:\n\t\t\treturn tree.root_node\n\n\t\tnormalized = self._normalize_for_parser(self.content)\n\t\tif normalized == self.content:\n\t\t\treturn tree.root_node\n\n\t\tnormalized_tree = parser.parse(bytes(normalized, \"utf8\"))\n\t\tif self._count_parse_errors(normalized_tree.root_node) < self._count_parse_errors(tree.root_node):\n\t\t\treturn normalized_tree.root_node\n\t\treturn tree.root_node\n\n\tdef _count_parse_errors(self, root) -> int:\n\t\terrors = 0\n\t\tstack = [root]\n\t\twhile stack:\n\t\t\tnode = stack.pop()\n\t\t\tif node.is_error or node.is_missing:\n\t\t\t\terrors += 1\n\t\t\tstack.extend(node.children)\n\t\treturn errors\n\n\tdef _normalize_for_parser(self, content: str) -> str:\n\t\t\"\"\"Strip ALL_CAPS attribute/specifier macros that sit in front of a\n\t\tdeclaration so tree-sitter can recover the underlying signature. This is\n\t\tname-agnostic: it keys off the conventional ALL_CAPS macro spelling, not\n\t\tany specific library's prefix, and only fires in specifier position so\n\t\tidentifiers used in expressions are preserved. Line count is unchanged so\n\t\treported line numbers stay accurate.\n\t\t\"\"\"\n\t\tnormalized_lines = []\n\t\tfor line in content.splitlines():\n\t\t\tupdated = line\n\t\t\tstandalone = _STANDALONE_MACRO_RE.match(updated)\n\t\t\tif standalone and is_macro_name(standalone.group(1)):\n\t\t\t\tnormalized_lines.append(\"\")\n\t\t\t\tcontinue\n\t\t\tfor pattern in (_SPECIFIER_MACRO_CALL_RE, _SPECIFIER_MACRO_RE):\n\t\t\t\tprevious = None\n\t\t\t\twhile previous != updated:\n\t\t\t\t\tprevious = updated\n\t\t\t\t\tupdated = pattern.sub(\n\t\t\t\t\t\tlambda m: (m.group(1) + m.group(3)) if is_macro_name(m.group(2)) else m.group(0),\n\t\t\t\t\t\tupdated,\n\t\t\t\t\t)\n\t\t\tupdated = _KEYWORD_MACRO_RE.sub(\n\t\t\t\tlambda m: (m.group(1) + m.group(2)) if is_macro_name(m.group(3)) else m.group(0),\n\t\t\t\tupdated,\n\t\t\t)\n\t\t\tnormalized_lines.append(updated)\n\t\treturn \"\\n\".join(normalized_lines)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\t\"\"\"Recursively extract top-level nodes (classes, functions, global variables).\"\"\"\n\t\tnode_type = None\n\t\tnode_name = None\n\t\tcontaining_class = None\n\t\t\n\t\tif node.type == \"class_specifier\":\n\t\t\t# \"class\" + type_identifier + { ... }\n\t\t\tnode_type = \"class\"\n\t\t\t# Find type_identifier that represents the class name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"struct_specifier\":\n\t\t\t# \"struct\" + type_identifier + { ... }\n\t\t\tnode_type = \"struct\"\n\t\t\t# Find type_identifier that represents the struct name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"function_definition\":\n\t\t\t# Check if this is inside a class or function\n\t\t\tcontaining_class = self._find_containing_class_for_method(node)\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tqualified_parts = self._get_qualified_declarator_parts(declarator) if declarator else []\n\t\t\tif not containing_class and len(qualified_parts) > 1:\n\t\t\t\tcontaining_class = qualified_parts[-2]\n\t\t\tif containing_class:\n\t\t\t\tnode_type = \"method\"\n\t\t\telse:\n\t\t\t\tnode_type = \"function\"\n\t\t\t\n\t\t\tif declarator:\n\t\t\t\tfor child in declarator.children:\n\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"field_identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"qualified_identifier\":\n\t\t\t\t\t\tidentifiers = [c for c in child.children if c.type == \"identifier\"]\n\t\t\t\t\t\tif identifiers:\n\t\t\t\t\t\t\tnode_name = identifiers[-1].text.decode()\n\t\t\t\t\t\t\tbreak\n\t\telif node.type == \"declaration\":\n\t\t\tcontaining_class = self._find_containing_class_for_method(node)\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tif containing_class and declarator:\n\t\t\t\tnode_type = \"method\"\n\t\t\t\tnode_name = self._get_declarator_name(declarator)\n\t\t\telif self._is_global_variable(node):\n\t\t\t\tnode_type = \"variable\"\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"init_declarator\":\n\t\t\t\t\t\tidentifier = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\telif node.type == \"alias_declaration\":\n\t\t\t# using name = type; — aliases are real API surface (e.g. a\n\t\t\t# library's public alias for an internal template), so they are\n\t\t\t# extracted as components and can resolve call/type references.\n\t\t\tnode_type = \"type_alias\"\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"type_definition\":\n\t\t\t# typedef ... name; — the alias name is the trailing type_identifier\n\t\t\tnode_type = \"type_alias\"\n\t\t\tidentifiers = [c for c in node.children if c.type == \"type_identifier\"]\n\t\t\tif identifiers:\n\t\t\t\tnode_name = identifiers[-1].text.decode()\n\t\telif node.type == \"namespace_definition\":\n\t\t\tnode_type = \"namespace\"\n\t\t\tfound_namespace_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"namespace\":\n\t\t\t\t\tfound_namespace_keyword = True\n\t\t\t\telif found_namespace_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tif node_type == \"method\":\n\t\t\t\tcomponent_id = self._get_component_id(node_name, containing_class)\n\t\t\t\ttop_level_key = component_id\n\t\t\telse:\n\t\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\t\ttop_level_key = node_name\n\t\t\t\t\n\t\t\trelative_path = self._get_relative_path()\n\t\t\t\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=containing_class if node_type == \"method\" else None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"cpp\",\n\t\t\t\tqualified_name=f\"{containing_class}.{node_name}\" if containing_class else node_name\n\t\t\t)\n\t\t\t\n\t\t\ttop_level_nodes[top_level_key] = node_obj\n\t\t\ttop_level_nodes[component_id] = node_obj\n\t\t\tif node_type == \"method\" and containing_class:\n\t\t\t\ttop_level_nodes[f\"{containing_class}.{node_name}\"] = node_obj\n\t\t\t\ttop_level_nodes.setdefault(node_name, node_obj)\n\t\t\t\n\t\t\tif node_type in [\"class\", \"struct\", \"function\", \"method\", \"type_alias\"]:\n\t\t\t\tself.nodes.append(node_obj)\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\n\tdef _is_global_variable(self, node) -> bool:\n\t\t\"\"\"Check if a declaration node is a global variable.\"\"\"\n\t\tparent = node.parent\n\t\twhile parent:\n\t\t\tif parent.type in [\"function_definition\", \"class_specifier\", \"struct_specifier\"]:\n\t\t\t\treturn False\n\t\t\tparent = parent.parent\n\t\treturn True\n\n\tdef _get_declarator_name(self, declarator) -> Optional[str]:\n\t\t\"\"\"Extract the declared function or method name from nested declarators.\"\"\"\n\t\tfor child in declarator.children:\n\t\t\tif child.type in [\"identifier\", \"field_identifier\"]:\n\t\t\t\treturn child.text.decode()\n\t\t\tif child.type == \"qualified_identifier\":\n\t\t\t\tidentifiers = [c for c in child.children if c.type in [\"identifier\", \"field_identifier\"]]\n\t\t\t\tif identifiers:\n\t\t\t\t\treturn identifiers[-1].text.decode()\n\t\t\tif child.children:\n\t\t\t\tname = self._get_declarator_name(child)\n\t\t\t\tif name:\n\t\t\t\t\treturn name\n\t\treturn None\n\n\tdef _get_qualified_declarator_parts(self, declarator) -> list[str]:\n\t\tif declarator is None:\n\t\t\treturn []\n\t\tfor child in declarator.children:\n\t\t\tif child.type == \"qualified_identifier\":\n\t\t\t\treturn [\n\t\t\t\t\tc.text.decode()\n\t\t\t\t\tfor c in child.children\n\t\t\t\t\tif c.type in [\"identifier\", \"field_identifier\", \"type_identifier\", \"namespace_identifier\"]\n\t\t\t\t]\n\t\t\tif child.children:\n\t\t\t\tparts = self._get_qualified_declarator_parts(child)\n\t\t\t\tif parts:\n\t\t\t\t\treturn parts\n\t\treturn []\n\n\tdef _find_containing_class_for_method(self, node):\n\t\t\"\"\"Find the class that contains this method definition.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"class_specifier\":\n\t\t\t\t# Get class name\n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\telif current.type == \"struct_specifier\":\n\t\t\t\t# Get struct name \n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\tif node.type == \"call_expression\":\n\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\tif containing_function_id:\n\t\t\t\t\n\t\t\t\t# Get called function name \n\t\t\t\tcalled_function = None\n\t\t\t\treceiver_name = None\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\tcalled_function = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"field_expression\":\n\t\t\t\t\t\treceiver_name, method_name = self._get_field_call_parts(child)\n\t\t\t\t\t\tif method_name:\n\t\t\t\t\t\t\tcalled_function = method_name\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\n\t\t\t\tif called_function:\n\t\t\t\t\ttarget_method = None\n\t\t\t\t\tif receiver_name:\n\t\t\t\t\t\treceiver_type = self._find_variable_type(node, receiver_name)\n\t\t\t\t\t\tif receiver_type:\n\t\t\t\t\t\t\ttarget_method = self._find_method_component(called_function, top_level_nodes, receiver_type)\n\t\t\t\t\tif not target_method:\n\t\t\t\t\t\ttarget_method = self._find_method_component(called_function, top_level_nodes)\n\t\t\t\t\ttarget_class = self._find_class_containing_method(called_function, top_level_nodes)\n\n\t\t\t\t\tif target_method:\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=target_method,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif target_class:\n\t\t\t\t\t\ttarget_class_id = self._get_component_id(target_class)\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=target_class_id,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif called_function in top_level_nodes:\n\t\t\t\t\t\tcalled_function_id = top_level_nodes[called_function].id\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=called_function_id,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif receiver_name is not None:\n\t\t\t\t\t\t# A member call whose receiver type could not be\n\t\t\t\t\t\t# resolved: a name matching an STL member here is\n\t\t\t\t\t\t# overwhelmingly likely external, so suppress it.\n\t\t\t\t\t\tif not self._is_system_function(called_function):\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\t\tcallee=called_function,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\t\t\telif (\n\t\t\t\t\t\tnot is_macro_name(called_function)\n\t\t\t\t\t\tand called_function not in self._find_template_parameters(node)\n\t\t\t\t\t):\n\t\t\t\t\t\t# Plain calls are emitted for cross-file resolution;\n\t\t\t\t\t\t# external filtering happens centrally after the\n\t\t\t\t\t\t# project resolver has had its chance.\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=called_function,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"base_class_clause\":\n\t\t\t# Find the containing class\n\t\t\tcontaining_class = self._find_containing_class(node)\n\t\t\tif containing_class:\n\t\t\t\ttemplate_params = self._find_template_parameters(node)\n\t\t\t\t# Extract base class names\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\tbase_class = child.text.decode()\n\t\t\t\t\t\tif base_class in template_params or is_macro_name(base_class):\n\t\t\t\t\t\t\tcontinue\n\t\t\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=base_class,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"new_expression\":\n\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\tif containing_function_id:\n\t\t\t\t\n\t\t\t\t# Get the class being instantiated\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\tclass_name = child.text.decode()\n\t\t\t\t\t\tif class_name in top_level_nodes:\n\t\t\t\t\t\t\tclass_id = self._get_component_id(class_name)\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\t\tcallee=class_id,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t\t))\n\t\t\t\t\t\tbreak\n\t\t\n\t\telif node.type == \"identifier\":\n\t\t\tparent = node.parent\n\t\t\tif parent and parent.type not in [\"function_definition\", \"class_specifier\", \"declaration\", \"function_declarator\"]:\n\t\t\t\tvar_name = node.text.decode()\n\t\t\t\tif var_name in top_level_nodes and top_level_nodes[var_name].component_type == \"variable\":\n\t\t\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\t\t\tif containing_function_id:\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=var_name,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\n\tdef _get_field_call_parts(self, field_expression) -> tuple[Optional[str], Optional[str]]:\n\t\treceiver_name = None\n\t\tmethod_name = None\n\t\tfor child in field_expression.children:\n\t\t\tif child.type == \"field_identifier\":\n\t\t\t\tmethod_name = child.text.decode()\n\t\t\telif child.type == \"identifier\" and receiver_name is None:\n\t\t\t\treceiver_name = child.text.decode()\n\t\t\telif child.type == \"field_expression\" and receiver_name is None:\n\t\t\t\treceiver_name = child.text.decode().split(\".\")[-1].split(\"->\")[-1]\n\t\treturn receiver_name, method_name\n\n\tdef _find_variable_type(self, node, variable_name: str) -> Optional[str]:\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"compound_statement\", \"field_declaration_list\", \"translation_unit\"]:\n\t\t\t\tfound = self._search_variable_declaration(current, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tfound = self._search_parameter_declaration(declarator, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _search_variable_declaration(self, node, variable_name: str) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type == \"declaration\":\n\t\t\t\ttype_name = self._get_declaration_type_name(child)\n\t\t\t\tdeclared_name = self._get_declared_variable_name(child)\n\t\t\t\tif declared_name == variable_name:\n\t\t\t\t\treturn type_name or self._get_constructor_type_name(child)\n\t\t\tif child.children and child.type not in [\"class_specifier\", \"struct_specifier\", \"function_definition\"]:\n\t\t\t\tfound = self._search_variable_declaration(child, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\treturn None\n\n\tdef _search_parameter_declaration(self, node, variable_name: str) -> Optional[str]:\n\t\tif node is None:\n\t\t\treturn None\n\t\tif node.type == \"parameter_declaration\":\n\t\t\ttype_name = self._get_declaration_type_name(node)\n\t\t\tdeclared_name = self._get_declared_variable_name(node)\n\t\t\tif declared_name == variable_name:\n\t\t\t\treturn type_name\n\t\tfor child in node.children:\n\t\t\tfound = self._search_parameter_declaration(child, variable_name)\n\t\t\tif found:\n\t\t\t\treturn found\n\t\treturn None\n\n\tdef _get_declaration_type_name(self, node) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type in [\"type_identifier\", \"primitive_type\", \"qualified_identifier\"]:\n\t\t\t\treturn self._last_type_part(child.text.decode())\n\t\t\tif child.type in [\"template_type\", \"generic_type\"]:\n\t\t\t\treturn self._last_type_part(child.text.decode().split(\"<\", 1)[0])\n\t\treturn None\n\n\tdef _get_declared_variable_name(self, node) -> Optional[str]:\n\t\tfor child in reversed(node.children):\n\t\t\tif child.type in [\"identifier\", \"field_identifier\"]:\n\t\t\t\treturn child.text.decode()\n\t\t\tif child.type in [\"init_declarator\", \"pointer_declarator\", \"reference_declarator\", \"array_declarator\"]:\n\t\t\t\tname = self._get_declared_variable_name(child)\n\t\t\t\tif name:\n\t\t\t\t\treturn name\n\t\treturn None\n\n\tdef _get_constructor_type_name(self, node) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type == \"call_expression\":\n\t\t\t\tfor call_child in child.children:\n\t\t\t\t\tif call_child.type in [\"identifier\", \"type_identifier\"]:\n\t\t\t\t\t\treturn call_child.text.decode()\n\t\t\tif child.children:\n\t\t\t\tfound = self._get_constructor_type_name(child)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\treturn None\n\n\tdef _last_type_part(self, type_name: str) -> str:\n\t\treturn type_name.strip(\"&* \").split(\"::\")[-1]\n\n\tdef _find_containing_function(self, node, top_level_nodes):\n\t\t\"\"\"Find the function that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\t# Get function name\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\tif identifier:\n\t\t\t\t\t\tfunc_name = identifier.text.decode()\n\t\t\t\t\t\tif func_name in top_level_nodes:\n\t\t\t\t\t\t\treturn func_name\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _find_containing_function_or_method(self, node, top_level_nodes):\n\t\t\"\"\"Find the function or method that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tfunc_name = self._get_declarator_name(declarator)\n\t\t\t\t\tif func_name:\n\t\t\t\t\t\tcontaining_class = self._find_containing_class_for_method(current)\n\t\t\t\t\t\tqualified_parts = self._get_qualified_declarator_parts(declarator)\n\t\t\t\t\t\tif not containing_class and len(qualified_parts) > 1:\n\t\t\t\t\t\t\tcontaining_class = qualified_parts[-2]\n\t\t\t\t\t\tif containing_class:\n\t\t\t\t\t\t\treturn self._get_component_id(func_name, containing_class)\n\t\t\t\t\t\treturn self._get_component_id(func_name)\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _get_component_id_for_function(self, func_name, top_level_nodes):\n\t\tif func_name in top_level_nodes:\n\t\t\tnode_obj = top_level_nodes[func_name]\n\t\t\tif hasattr(node_obj, 'class_name') and node_obj.class_name:\n\t\t\t\treturn self._get_component_id(func_name, node_obj.class_name)\n\t\t\telse:\n\t\t\t\treturn self._get_component_id(func_name)\n\t\treturn self._get_component_id(func_name)\n\n\tdef _find_containing_class(self, node):\n\t\t\"\"\"Find the class that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"class_specifier\":\n\t\t\t\t# Get class name\n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _find_template_parameters(self, node) -> set:\n\t\t\"\"\"Collect template type-parameter names in scope at this node, so a\n\t\treference to `T`/`Char`/... is not reported as an unresolved project\n\t\tsymbol.\"\"\"\n\t\tparams = set()\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"template_declaration\":\n\t\t\t\tparam_list = next(\n\t\t\t\t\t(c for c in current.children if c.type == \"template_parameter_list\"), None\n\t\t\t\t)\n\t\t\t\tif param_list:\n\t\t\t\t\tfor param in param_list.children:\n\t\t\t\t\t\tfor child in getattr(param, \"children\", []):\n\t\t\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\t\t\tparams.add(child.text.decode())\n\t\t\tcurrent = current.parent\n\t\treturn params\n\n\tdef _is_system_function(self, func_name: str) -> bool:\n\t\t\"\"\"Check if a call target is external rather than a project function.\n\n\t\tBesides the curated standard-library set, an ALL_CAPS callee is treated as\n\t\ta macro invocation: macros are not extracted as components, so a call to\n\t\tone can never resolve to a project function and would otherwise pollute the\n\t\tgraph as unresolved noise. This only affects the unresolved fallback —\n\t\treal components in ALL_CAPS (rare in C++) are matched by the earlier\n\t\tresolution branches before this check runs.\n\t\t\"\"\"\n\t\tif is_external_symbol(\"cpp\", func_name):\n\t\t\treturn True\n\t\treturn is_macro_name(func_name)\n\n\tdef _find_method_component(self, method_name, top_level_nodes, class_name: str = None):\n\t\tif class_name:\n\t\t\tqualified_key = f\"{class_name}.{method_name}\"\n\t\t\tif qualified_key in top_level_nodes:\n\t\t\t\treturn top_level_nodes[qualified_key].id\n\t\tfor node_obj in top_level_nodes.values():\n\t\t\tif node_obj.component_type == \"method\" and node_obj.name == method_name:\n\t\t\t\treturn node_obj.id\n\t\treturn None\n\n\tdef _find_class_containing_method(self, method_name, top_level_nodes):\n\t\tfor node_name, node_obj in top_level_nodes.items():\n\t\t\tif node_obj.component_type in [\"class\", \"struct\"]:\n\t\t\t\tif self._class_has_method(node_obj, method_name):\n\t\t\t\t\treturn node_name\n\t\treturn None\n\n\tdef _class_has_method(self, class_node, method_name):\n\t\tlines = class_node.source_code.split('\\n')\n\t\tfor line in lines:\n\t\t\tif f'{method_name}(' in line and ('void' in line or 'int' in line or 'bool' in line or class_node.name in line):\n\t\t\t\treturn True\n\t\treturn False",
     "start_line": 36,
@@ -3831,18 +3749,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class TreeSitterCppAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file",
     "name": "analyze_cpp_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::TreeSitterCppAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer"
     ],
     "source_code": "def analyze_cpp_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCppAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
     "start_line": 674,
@@ -3858,19 +3776,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_cpp_file",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/cpp.py::analyze_cpp_file",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer",
     "name": "TreeSitterCSharpAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node"
     ],
     "source_code": "class TreeSitterCSharpAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.cs']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str) -> str:\n\t\trel_path = self._get_relative_path()\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_c_sharp.language()\n\t\tcs_language = Language(language_capsule)\n\t\tparser = Parser(cs_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\tnode_type = None\n\t\tnode_name = None\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\t# modifiers + class + identifier + body\n\t\t\tis_abstract = any(c.type == \"modifier\" and \"abstract\" in c.text.decode() for c in node.children)\n\t\t\tis_static = any(c.type == \"modifier\" and \"static\" in c.text.decode() for c in node.children)\n\t\t\tif is_static:\n\t\t\t\tnode_type = \"static class\"\n\t\t\telif is_abstract:\n\t\t\t\tnode_type = \"abstract class\"\n\t\t\telse:\n\t\t\t\tnode_type = \"class\"\n\t\t\t# find identifier that comes after class keyword\n\t\t\tfound_class_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"class\":\n\t\t\t\t\tfound_class_keyword = True\n\t\t\t\telif found_class_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"interface_declaration\":\n\t\t\tnode_type = \"interface\"\n\t\t\t# find identifier that comes after interface keyword\n\t\t\tfound_interface_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"interface\":\n\t\t\t\t\tfound_interface_keyword = True\n\t\t\t\telif found_interface_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"struct_declaration\":\n\t\t\tnode_type = \"struct\"\n\t\t\t# find identifier that comes after struct keyword\n\t\t\tfound_struct_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"struct\":\n\t\t\t\t\tfound_struct_keyword = True\n\t\t\t\telif found_struct_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"enum_declaration\":\n\t\t\tnode_type = \"enum\"\n\t\t\t# find identifier that comes after enum keyword\n\t\t\tfound_enum_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"enum\":\n\t\t\t\t\tfound_enum_keyword = True\n\t\t\t\telif found_enum_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"record_declaration\":\n\t\t\tnode_type = \"record\"\n\t\t\t# find identifier that comes after record keyword\n\t\t\tfound_record_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"record\":\n\t\t\t\t\tfound_record_keyword = True\n\t\t\t\telif found_record_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"delegate_declaration\":\n\t\t\tnode_type = \"delegate\"\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id\n\t\t\t)\n\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\tclass_name = self._get_identifier_name_cs(node)\n\t\t\tif class_name:\n\t\t\t\tclass_component_id = self._get_component_id(class_name)\n\t\t\t\t\n\t\t\t\tbase_list = next((c for c in node.children if c.type == \"base_list\"), None)\n\t\t\t\tif base_list:\n\t\t\t\t\tfor child in base_list.children:\n\t\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\t\tbase_name = child.text.decode()\n\t\t\t\t\t\t\tif base_name in [n.name for n in top_level_nodes.values()]:\n\t\t\t\t\t\t\t\tbase_component_id = self._get_component_id(base_name)\n\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\tcaller=class_component_id,\n\t\t\t\t\t\t\t\t\tcallee=base_component_id,\n\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"property_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\ttype_identifiers = [c for c in node.children if c.type == \"identifier\"]\n\t\t\t\tif len(type_identifiers) >= 2:\n\t\t\t\t\tproperty_type = type_identifiers[0].text.decode()\n\t\t\t\t\tif property_type and not self._is_primitive_type(property_type):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=property_type,  \n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"field_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\ttype_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\t\tif type_node:\n\t\t\t\t\tfield_type = type_node.text.decode()\n\t\t\t\t\tif field_type and not self._is_primitive_type(field_type):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=field_type, \n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"method_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\tparam_list = next((c for c in node.children if c.type == \"parameter_list\"), None)\n\t\t\t\tif param_list:\n\t\t\t\t\tfor child in param_list.children:\n\t\t\t\t\t\tif child.type == \"parameter\":\n\t\t\t\t\t\t\ttype_node = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\tif type_node:\n\t\t\t\t\t\t\t\tparam_type = type_node.text.decode()\n\t\t\t\t\t\t\t\tif param_type and not self._is_primitive_type(param_type):\n\t\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\t\t\t\tcallee=param_type,  \n\t\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _is_primitive_type(self, type_name: str) -> bool:\n\t\t\"\"\"Check if type is a C# primitive or common built-in type.\"\"\"\n\t\tprimitives = {\n\t\t\t\"bool\", \"byte\", \"sbyte\", \"char\", \"decimal\", \"double\", \"float\", \"int\", \"uint\", \n\t\t\t\"long\", \"ulong\", \"short\", \"ushort\", \"string\", \"object\", \"void\",\n\t\t\t\"Boolean\", \"Byte\", \"SByte\", \"Char\", \"Decimal\", \"Double\", \"Single\", \"Int32\", \"UInt32\",\n\t\t\t\"Int64\", \"UInt64\", \"Int16\", \"UInt16\", \"String\", \"Object\", \"Void\",\n\t\t\t\"List\", \"Dictionary\", \"IList\", \"IDictionary\", \"IEnumerable\", \"ICollection\",\n\t\t\t\"Task\", \"CancellationToken\", \"DateTime\", \"TimeSpan\", \"Guid\"\n\t\t}\n\t\treturn type_name in primitives\n\t\n\tdef _get_identifier_name(self, node):\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_identifier_name_cs(self, node):\n\t\tif node.type == \"class_declaration\":\n\t\t\tfound_class_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"class\":\n\t\t\t\t\tfound_class_keyword = True\n\t\t\t\telif found_class_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\telif node.type == \"interface_declaration\":\n\t\t\tfound_interface_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"interface\":\n\t\t\t\t\tfound_interface_keyword = True\n\t\t\t\telif found_interface_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\telif node.type == \"struct_declaration\":\n\t\t\tfound_struct_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"struct\":\n\t\t\t\t\tfound_struct_keyword = True\n\t\t\t\telif found_struct_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_type_name(self, node):\n\t\t\"\"\"Get type name from a type node.\"\"\"\n\t\tif node.type == \"identifier\":\n\t\t\treturn node.text.decode()\n\t\telif node.type == \"generic_name\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\telif node.type == \"predefined_type\":\n\t\t\treturn node.text.decode()\n\t\treturn None\n\t\n\tdef _find_containing_class(self, node, top_level_nodes):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"struct_declaration\", \"enum_declaration\", \"record_declaration\", \"delegate_declaration\"]:\n\t\t\t\tclass_name = self._get_identifier_name_cs(current)\n\t\t\t\tif class_name and class_name in top_level_nodes:\n\t\t\t\t\treturn class_name\n\t\t\tcurrent = current.parent\n\t\treturn None",
     "start_line": 13,
@@ -3882,18 +3800,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class TreeSitterCSharpAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file",
     "name": "analyze_csharp_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::TreeSitterCSharpAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer"
     ],
     "source_code": "def analyze_csharp_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCSharpAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
     "start_line": 294,
@@ -3909,20 +3827,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_csharp_file",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/csharp.py::analyze_csharp_file",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer",
     "name": "TreeSitterJavaAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/java.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/java.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol"
     ],
     "source_code": "class TreeSitterJavaAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself.package_name = self._extract_package_name()\n\t\tself.import_map, self.wildcard_imports = self._extract_imports()\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.java']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\t\"\"\"Get relative path from repo root.\"\"\"\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str, parent_class: str = None) -> str:\n\t\trel_path = self._get_relative_path()\n\t\tif parent_class:\n\t\t\treturn f\"{rel_path}::{parent_class}.{name}\"\n\t\telse:\n\t\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _extract_package_name(self) -> str:\n\t\tmatch = re.search(r\"^\\s*package\\s+([\\w.]+)\\s*;\", self.content, re.MULTILINE)\n\t\treturn match.group(1) if match else \"\"\n\n\tdef _extract_imports(self) -> tuple[dict[str, str], list[str]]:\n\t\timport_map: dict[str, str] = {}\n\t\twildcards: list[str] = []\n\t\tfor match in re.finditer(r\"^\\s*import\\s+(?:static\\s+)?([\\w.]+)(\\.\\*)?\\s*;\", self.content, re.MULTILINE):\n\t\t\timport_name = match.group(1)\n\t\t\tif match.group(2):\n\t\t\t\twildcards.append(import_name)\n\t\t\telse:\n\t\t\t\timport_map[import_name.rsplit(\".\", 1)[-1]] = import_name\n\t\treturn import_map, wildcards\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_java.language()\n\t\tjava_language = Language(language_capsule)\n\t\tparser = Parser(java_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\tnode_type = None\n\t\tnode_name = None\n\t\tqualified_name = None\n\t\tclass_name = None\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\tis_abstract = any(c.type == \"modifier\" and c.text.decode() == \"abstract\" for c in node.children)\n\t\t\tnode_type = \"abstract class\" if is_abstract else \"class\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"interface_declaration\":\n\t\t\tnode_type = \"interface\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"enum_declaration\":\n\t\t\tnode_type = \"enum\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"record_declaration\":\n\t\t\tnode_type = \"record\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"annotation_type_declaration\":\n\t\t\tnode_type = \"annotation\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"method_declaration\":\n\t\t\tnode_type = \"method\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tif name_node:\n\t\t\t\tmethod_name = name_node.text.decode()\n\t\t\t\tcontaining_types = self._find_containing_type_names(node)\n\t\t\t\tif containing_types:\n\t\t\t\t\tclass_name = containing_types[-1]\n\t\t\t\t\tnode_name = f\"{class_name}.{method_name}\"\n\t\t\t\t\tqualified_name = self._qualified_member_name(containing_types, method_name)\n\t\t\t\telse:\n\t\t\t\t\tnode_name = method_name\n\t\t\t\t\tqualified_name = self._qualify_name(method_name)\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=class_name,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"java\",\n\t\t\t\tqualified_name=qualified_name\n\t\t\t)\n\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\ttop_level_nodes[component_id] = node_obj\n\t\t\tif qualified_name:\n\t\t\t\ttop_level_nodes[qualified_name] = node_obj\n\t\t\t\ttop_level_nodes.setdefault(qualified_name.split(\".\")[-1], node_obj)\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\t# 1. Inheritance: Class extends another class\n\t\tif node.type == \"class_declaration\":\n\t\t\tclass_name = self._get_identifier_name(node)\n\t\t\tchildren_types = [c.type for c in node.children]\n\t\t\t\n\t\t\textends_node = next((c for c in node.children if c.type == \"superclass\"), None)\n\t\t\tif extends_node:\n\t\t\t\tbase_class_name = self._get_type_name(extends_node)\n\t\t\t\tif class_name and base_class_name and not self._skip_type(base_class_name, node):\n\t\t\t\t\tcaller_id = self._get_component_id(class_name)\n\t\t\t\t\tcallee_id = self._resolve_java_type(base_class_name, node, top_level_nodes)\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\tcallee=callee_id,  \n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t))\n\t\t\telse:\n\t\t\t\tlogger.debug(f\"   No superclass found for {class_name}\")\n\t\t\n\t\t# 2. Interface Implementation: Class/enum/record implements interface\n\t\tif node.type in [\"class_declaration\", \"enum_declaration\", \"record_declaration\"]:\n\t\t\timplementer_name = self._get_identifier_name(node)\n\t\t\timplements_node = next((c for c in node.children if c.type == \"super_interfaces\"), None)\n\t\t\tif implements_node and implementer_name:\n\t\t\t\tfor child in implements_node.children:\n\t\t\t\t\tif child.type == \"type_list\":\n\t\t\t\t\t\tfor type_child in child.children:\n\t\t\t\t\t\t\tif type_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\t\t\tinterface_name = self._get_type_name(type_child)\n\t\t\t\t\t\t\t\tif interface_name and not self._skip_type(interface_name, node):\n\t\t\t\t\t\t\t\t\tcaller_id = self._get_component_id(implementer_name)\n\t\t\t\t\t\t\t\t\tcallee_id = self._resolve_java_type(interface_name, node, top_level_nodes)\n\t\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\t\t\tcallee=callee_id,  \n\t\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t\t\t))\n\t\t\n\t\t# 3. Field Type Use: Class has field of another class/interface type\n\t\tif node.type == \"field_declaration\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\ttype_node = next((c for c in node.children if c.type in [\"type_identifier\", \"generic_type\"]), None)\n\t\t\tif containing_class and type_node:\n\t\t\t\tfield_type_name = self._get_type_name(type_node)\n\t\t\t\tif field_type_name and not self._skip_type(field_type_name, node):\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_class,\n\t\t\t\t\t\tcallee=self._resolve_java_type(field_type_name, node, top_level_nodes),\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t))\n\t\t\n\t\t# 4. Method Calls: Method calls on objects\n\t\tif node.type == \"method_invocation\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\tcontaining_method = self._find_containing_method(node)\n\t\t\tif containing_class:\n\t\t\t\tobject_name = None\n\t\t\t\tmethod_name = None\n\t\t\t\t\n\t\t\t\tidentifiers = [child.text.decode() for child in node.children if child.type == \"identifier\"]\n\t\t\t\tif len(identifiers) >= 2:\n\t\t\t\t\tobject_name = identifiers[0]\n\t\t\t\t\tmethod_name = identifiers[1]\n\t\t\t\telif identifiers:\n\t\t\t\t\tmethod_name = identifiers[0]\n\t\t\t\t\n\t\t\t\tif method_name:\n\t\t\t\t\ttarget_type = None\n\n\t\t\t\t\tcaller_id = containing_method or containing_class\n\n\t\t\t\t\tif object_name and object_name[:1].isupper() and object_name in top_level_nodes:\n\t\t\t\t\t\ttarget_type = object_name\n\t\t\t\t\telif object_name:\n\t\t\t\t\t\ttarget_type = self._find_variable_type(node, object_name, top_level_nodes)\n\t\t\t\t\t\tif not target_type and object_name in top_level_nodes:\n\t\t\t\t\t\t\ttarget_type = object_name\n\t\t\t\t\t\tif not target_type and object_name[:1].isupper() and not object_name.isupper():\n\t\t\t\t\t\t\t# CamelCase receiver with no matching variable reads\n\t\t\t\t\t\t\t# as a static call on a type from another file or an\n\t\t\t\t\t\t\t# import; ALL_CAPS receivers are constants, not types.\n\t\t\t\t\t\t\ttarget_type = object_name\n\n\t\t\t\t\tif target_type and not self._skip_type(target_type, node):\n\t\t\t\t\t\tcallee = self._resolve_java_member(method_name, node, top_level_nodes, target_type)\n\t\t\t\t\t\tif callee not in top_level_nodes and method_name in JAVA_OBJECT_METHODS:\n\t\t\t\t\t\t\t# Inherited java.lang.Object method that the project\n\t\t\t\t\t\t\t# type does not override locally — never a project edge.\n\t\t\t\t\t\t\tcallee = None\n\t\t\t\t\t\tif callee:\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\tcallee=callee,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\t\t\telif not object_name:\n\t\t\t\t\t\tcallee = self._resolve_java_member(method_name, node, top_level_nodes)\n\t\t\t\t\t\tif callee in top_level_nodes or self.import_map.get(method_name) == callee:\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\tcallee=callee,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\n\t\t# 5. Object Creation\n\t\tif node.type == \"object_creation_expression\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\ttype_node = next((c for c in node.children if c.type in [\"type_identifier\", \"generic_type\"]), None)\n\t\t\tif containing_class and type_node:\n\t\t\t\tcreated_type = self._get_type_name(type_node)\n\t\t\t\tif created_type and not self._skip_type(created_type, node):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class,\n\t\t\t\t\t\t\tcallee=self._resolve_java_type(created_type, node, top_level_nodes),\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _is_primitive_type(self, type_name: str) -> bool:\n\t\t\"\"\"Check if type is a Java primitive or a JDK/runtime type.\"\"\"\n\t\tprimitives = {\n\t\t\t\"boolean\", \"byte\", \"char\", \"double\", \"float\", \"int\", \"long\", \"short\",\n\t\t\t\"void\", \"var\",\n\t\t}\n\t\tsimple = self._simple_type_name(type_name)\n\t\tif simple in primitives:\n\t\t\treturn True\n\t\t# Resolve through the import map first so a runtime type written with its\n\t\t# simple name (imported from a `javax.*`/`java.*` package) is judged by its\n\t\t# fully-qualified origin. The prefix rules in is_external_symbol then\n\t\t# filter JDK/runtime packages, while project types — including sibling\n\t\t# packages like `com.other.Bar` — fall through and resolve cross-file. This\n\t\t# generalizes JDK filtering to any repository without enumerating types.\n\t\t# java.lang types (no import to consult) are covered by the curated set\n\t\t# inside is_external_symbol.\n\t\tqualified = self.import_map.get(simple)\n\t\tif qualified is None:\n\t\t\t# A wildcard import of a JDK package (`import java.util.*;`) is the\n\t\t\t# only way a JDK type outside java.lang appears with no explicit\n\t\t\t# import; project wildcard packages fall through to resolution.\n\t\t\tfor wildcard in self.wildcard_imports:\n\t\t\t\tif is_external_symbol(\"java\", f\"{wildcard}.{simple}\"):\n\t\t\t\t\treturn True\n\t\t\tqualified = simple\n\t\treturn is_external_symbol(\"java\", qualified)\n\n\tdef _resolve_java_type(self, type_name: str, context_node=None, top_level_nodes=None) -> str:\n\t\tif not type_name:\n\t\t\treturn type_name\n\t\ttype_name = self._simple_type_name(type_name)\n\t\tif \".\" in type_name:\n\t\t\treturn type_name\n\t\tif type_name in self.import_map:\n\t\t\treturn self.import_map[type_name]\n\t\tif context_node is not None and top_level_nodes is not None:\n\t\t\tcontaining_types = self._find_containing_type_names(context_node)\n\t\t\tfor idx in range(len(containing_types), 0, -1):\n\t\t\t\tcandidate = self._qualify_name(\".\".join([*containing_types[:idx], type_name]))\n\t\t\t\tif candidate in top_level_nodes:\n\t\t\t\t\treturn candidate\n\t\tif self.package_name:\n\t\t\treturn f\"{self.package_name}.{type_name}\"\n\t\treturn type_name\n\n\tdef _resolve_java_member(self, member_name: str, context_node, top_level_nodes, target_type: str = None) -> str:\n\t\tif target_type:\n\t\t\tqualified_type = self._resolve_java_type(target_type, context_node, top_level_nodes)\n\t\t\tcandidate = f\"{qualified_type}.{member_name}\"\n\t\t\tif candidate in top_level_nodes:\n\t\t\t\treturn candidate\n\t\t\tsimple_type = qualified_type.split(\".\")[-1]\n\t\t\tsimple_candidate = f\"{simple_type}.{member_name}\"\n\t\t\tif simple_candidate in top_level_nodes:\n\t\t\t\treturn simple_candidate\n\t\t\treturn candidate\n\n\t\tcontaining_types = self._find_containing_type_names(context_node)\n\t\tfor idx in range(len(containing_types), 0, -1):\n\t\t\tcandidate = self._qualified_member_name(containing_types[:idx], member_name)\n\t\t\tif candidate in top_level_nodes:\n\t\t\t\treturn candidate\n\t\t# A static import maps the bare call to its declaring type, whether\n\t\t# project (`com.foo.Util.checkNotNull`) or JDK (`java.util.Objects.requireNonNull`).\n\t\tif member_name in self.import_map:\n\t\t\treturn self.import_map[member_name]\n\t\treturn self._qualify_name(member_name)\n\n\tdef _skip_type(self, type_name: str, context_node) -> bool:\n\t\t\"\"\"Types that can never be project components: primitives, JDK/runtime\n\t\ttypes, and generic type parameters in scope (e.g. the `K`/`V` of an\n\t\tenclosing `class Cache<K, V>`).\"\"\"\n\t\tif self._is_primitive_type(type_name):\n\t\t\treturn True\n\t\treturn self._simple_type_name(type_name) in self._find_type_parameters(context_node)\n\n\tdef _find_type_parameters(self, node) -> set:\n\t\tparams = set()\n\t\tcurrent = node\n\t\twhile current:\n\t\t\tif current.type in [\n\t\t\t\t\"class_declaration\",\n\t\t\t\t\"interface_declaration\",\n\t\t\t\t\"record_declaration\",\n\t\t\t\t\"method_declaration\",\n\t\t\t]:\n\t\t\t\ttype_parameters = next(\n\t\t\t\t\t(c for c in current.children if c.type == \"type_parameters\"), None\n\t\t\t\t)\n\t\t\t\tif type_parameters:\n\t\t\t\t\tfor param in type_parameters.children:\n\t\t\t\t\t\tif param.type == \"type_parameter\":\n\t\t\t\t\t\t\tfor child in param.children:\n\t\t\t\t\t\t\t\tif child.type in [\"type_identifier\", \"identifier\"]:\n\t\t\t\t\t\t\t\t\tparams.add(child.text.decode())\n\t\t\t\t\t\t\t\t\tbreak\n\t\t\tcurrent = current.parent\n\t\treturn params\n\n\tdef _simple_type_name(self, type_name: str) -> str:\n\t\treturn type_name.strip().split(\"<\", 1)[0].strip()\n\n\tdef _qualify_name(self, name: str) -> str:\n\t\treturn f\"{self.package_name}.{name}\" if self.package_name else name\n\n\tdef _qualified_type_name(self, name: str, containing_types: list[str]) -> str:\n\t\tparts = [*containing_types, name] if name else containing_types\n\t\treturn self._qualify_name(\".\".join(parts)) if parts else \"\"\n\n\tdef _qualified_member_name(self, containing_types: list[str], member_name: str) -> str:\n\t\treturn self._qualify_name(\".\".join([*containing_types, member_name]))\n\t\n\tdef _get_identifier_name(self, node):\n\t\t\"\"\"Get identifier name from a node.\"\"\"\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_type_name(self, node):\n\t\t\"\"\"Get type name from a type node.\"\"\"\n\t\tif node.type == \"type_identifier\":\n\t\t\treturn node.text.decode()\n\t\telif node.type == \"generic_type\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\telif node.type == \"superclass\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\treturn None\n\t\n\tdef _find_containing_class(self, node, top_level_nodes):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"enum_declaration\", \"record_declaration\", \"annotation_type_declaration\"]:\n\t\t\t\tclass_name = self._get_identifier_name(current)\n\t\t\t\tif class_name and class_name in top_level_nodes:\n\t\t\t\t\treturn self._get_component_id(class_name)  \n\t\t\tcurrent = current.parent\n\t\treturn None\n\t\n\tdef _find_variable_type(self, node, variable_name, top_level_nodes):\n\t\tmethod_node = node.parent\n\t\twhile method_node and method_node.type not in [\"method_declaration\", \"constructor_declaration\"]:\n\t\t\tmethod_node = method_node.parent\n\n\t\tif method_node:\n\t\t\tfor child in method_node.children:\n\t\t\t\tif child.type == \"block\" or child.type == \"constructor_body\":\n\t\t\t\t\tvariable_type = self._search_variable_declaration(child, variable_name)\n\t\t\t\t\tif variable_type:\n\t\t\t\t\t\treturn variable_type\n\t\t\t\telif child.type == \"formal_parameters\":\n\t\t\t\t\tfor param in child.children:\n\t\t\t\t\t\tif param.type in [\"formal_parameter\", \"spread_parameter\"]:\n\t\t\t\t\t\t\ttype_node = next(\n\t\t\t\t\t\t\t\t(c for c in param.children if c.type in [\"type_identifier\", \"generic_type\"]),\n\t\t\t\t\t\t\t\tNone,\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t\tidentifier_node = next(\n\t\t\t\t\t\t\t\t(c for c in param.children if c.type == \"identifier\"), None\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t\tif (\n\t\t\t\t\t\t\t\ttype_node\n\t\t\t\t\t\t\t\tand identifier_node\n\t\t\t\t\t\t\t\tand identifier_node.text.decode() == variable_name\n\t\t\t\t\t\t\t):\n\t\t\t\t\t\t\t\treturn self._get_type_name(type_node)\n\t\t\n\t\tclass_node = node.parent\n\t\twhile class_node and class_node.type != \"class_declaration\":\n\t\t\tclass_node = class_node.parent\n\t\t\t\n\t\tif class_node:\n\t\t\tfor child in class_node.children:\n\t\t\t\tif child.type == \"class_body\":\n\t\t\t\t\tfor body_child in child.children:\n\t\t\t\t\t\tif body_child.type == \"field_declaration\":\n\t\t\t\t\t\t\tidentifier_node = None\n\t\t\t\t\t\t\ttype_node = None\n\t\t\t\t\t\t\tfor field_child in body_child.children:\n\t\t\t\t\t\t\t\tif field_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\t\t\t\ttype_node = field_child\n\t\t\t\t\t\t\t\telif field_child.type == \"variable_declarator\":\n\t\t\t\t\t\t\t\t\tidentifier_node = next((c for c in field_child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\tif identifier_node and type_node and identifier_node.text.decode() == variable_name:\n\t\t\t\t\t\t\t\tfield_type = self._get_type_name(type_node)\n\t\t\t\t\t\t\t\treturn field_type\n\t\t\n\t\treturn None\n\t\n\tdef _search_variable_declaration(self, block_node, variable_name):\n\t\tfor child in block_node.children:\n\t\t\tif child.type == \"local_variable_declaration\":\n\t\t\t\ttype_node = None\n\t\t\t\tidentifier_node = None\n\t\t\t\tfor decl_child in child.children:\n\t\t\t\t\tif decl_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\ttype_node = decl_child\n\t\t\t\t\telif decl_child.type == \"variable_declarator\":\n\t\t\t\t\t\tidentifier_node = next((c for c in decl_child.children if c.type == \"identifier\"), None)\n\t\t\t\t\n\t\t\t\tif identifier_node and type_node and identifier_node.text.decode() == variable_name:\n\t\t\t\t\treturn self._get_type_name(type_node)\n\t\t\t\n\t\t\telif child.type == \"block\":\n\t\t\t\tresult = self._search_variable_declaration(child, variable_name)\n\t\t\t\tif result:\n\t\t\t\t\treturn result\n\t\t\n\t\treturn None\n\t\n\tdef _find_containing_class_name(self, node):\n\t\tnames = self._find_containing_type_names(node)\n\t\treturn names[-1] if names else None\n\n\tdef _find_containing_type_names(self, node) -> list[str]:\n\t\tnames = []\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"enum_declaration\", \"record_declaration\", \"annotation_type_declaration\"]:\n\t\t\t\tname_node = next((c for c in current.children if c.type == \"identifier\"), None)\n\t\t\t\tif name_node:\n\t\t\t\t\tnames.append(name_node.text.decode())\n\t\t\tcurrent = current.parent\n\t\treturn list(reversed(names))\n\t\n\tdef _find_containing_method(self, node):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"method_declaration\":\n\t\t\t\tmethod_name = self._get_identifier_name(current)\n\t\t\t\tclass_name = self._find_containing_class_name(current)\n\t\t\t\tif method_name and class_name:\n\t\t\t\t\treturn self._get_component_id(f\"{class_name}.{method_name}\")\n\t\t\tcurrent = current.parent\n\t\treturn None",
     "start_line": 18,
@@ -3934,18 +3852,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class TreeSitterJavaAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file",
     "name": "analyze_java_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/java.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/java.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/java.py::TreeSitterJavaAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer"
     ],
     "source_code": "def analyze_java_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterJavaAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
     "start_line": 536,
@@ -3961,20 +3879,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_java_file",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/java.py::analyze_java_file",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer",
     "name": "TreeSitterJSAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/cli/utils/errors.py::warning"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
+      "codewiki\\cli\\utils\\errors.py::warning"
     ],
     "source_code": "class TreeSitterJSAnalyzer:\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        \n        self.top_level_nodes = {}\n        \n        self.seen_relationships = set()\n\n        try:\n            language_capsule = tree_sitter_javascript.language()\n            self.js_language = Language(language_capsule)\n            self.parser = Parser(self.js_language)\n\n        except Exception as e:\n            logger.error(f\"Failed to initialize JavaScript parser: {e}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            self.parser = None\n            self.js_language = None\n\n\n    def _add_relationship(self, relationship: CallRelationship) -> bool:\n        rel_key = (relationship.caller, relationship.callee, relationship.call_line)\n        \n        if rel_key not in self.seen_relationships:\n            self.seen_relationships.add(rel_key)\n            self.call_relationships.append(relationship)\n            return True\n        return False\n\n    def analyze(self) -> None:\n        if self.parser is None:\n            logger.warning(f\"Skipping {self.file_path} - parser initialization failed\")\n            return\n\n        try:\n            tree = self.parser.parse(bytes(self.content, \"utf8\"))\n            root_node = tree.root_node\n\n            logger.debug(f\"Parsed AST with root node type: {root_node.type}\")\n\n            self._extract_functions(root_node)\n            self._extract_call_relationships(root_node)\n\n            logger.debug(\n                f\"Analysis complete: {len(self.nodes)} nodes, {len(self.call_relationships)} relationships\"\n            )\n\n        except Exception as e:\n            logger.error(f\"Error analyzing JavaScript file {self.file_path}: {e}\", exc_info=True)\n\n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.js', '.ts', '.jsx', '.tsx', '.mjs', '.cjs']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n\n    def _get_component_id(self, name: str, class_name: str = None, is_method: bool = False) -> str:\n        relative_path = self._get_relative_path()\n\n        if is_method and class_name:\n            return f\"{relative_path}::{class_name}.{name}\"\n        elif class_name and not is_method:\n            return f\"{relative_path}::{name}\"\n        else:\n            return f\"{relative_path}::{name}\"\n\n    def _find_containing_class(self, node) -> Optional[str]:\n        parent = node.parent\n        while parent:\n            if parent.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n                name_node = self._find_child_by_type(parent, \"type_identifier\")\n                if not name_node:\n                    name_node = self._find_child_by_type(parent, \"identifier\")\n                if name_node:\n                    return self._get_node_text(name_node)\n            parent = parent.parent\n        return None\n\n    def _extract_functions(self, node) -> None:\n        self._traverse_for_functions(node)\n        self.nodes.sort(key=lambda n: n.start_line)\n\n    def _traverse_for_functions(self, node) -> None:\n        if node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n            cls = self._extract_class_declaration(node)\n            if cls:\n                self.nodes.append(cls)\n                self.top_level_nodes[cls.name] = cls\n                \n                self._extract_methods_from_class(node, cls.name)\n                \n        elif node.type == \"function_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_function_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        elif node.type == \"generator_function_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_function_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        elif node.type == \"export_statement\":\n            func = self._extract_exported_function(node)\n            if func and self._should_include_function(func):\n                self.nodes.append(func)\n                self.top_level_nodes[func.name] = func\n        elif node.type == \"lexical_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_arrow_function_from_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        \n        for child in node.children:\n            self._traverse_for_functions(child)\n\n    def _extract_methods_from_class(self, class_node, class_name: str) -> None:\n        class_body = self._find_child_by_type(class_node, \"class_body\")\n        if not class_body:\n            return\n            \n        for child in class_body.children:\n            if child.type == \"method_definition\":\n                method_name = self._get_method_name(child)\n                if method_name:\n                    method_key = f\"{self._get_relative_path()}::{class_name}.{method_name}\"\n                    method_node = self._create_method_node(child, method_name, class_name)\n                    if method_node:\n                        self.top_level_nodes[method_key] = method_node\n            elif child.type == \"field_definition\":\n                # Handle arrow function properties\n                field_name = self._get_field_name(child)\n                if field_name and self._is_arrow_function_field(child):\n                    method_key = f\"{self._get_relative_path()}::{class_name}.{field_name}\"\n                    method_node = self._create_method_node(child, field_name, class_name)\n                    if method_node:\n                        self.top_level_nodes[method_key] = method_node\n\n    def _get_method_name(self, method_node) -> Optional[str]:\n        \"\"\"Get method name from method_definition node.\"\"\"\n        if method_node.type != \"method_definition\":\n            return None\n        \n        for child in method_node.children:\n            if child.type == \"property_identifier\":\n                return self._get_node_text(child)\n        return None\n\n    def _get_field_name(self, field_node) -> Optional[str]:\n        \"\"\"Get field name from field_definition node.\"\"\"\n        if field_node.type != \"field_definition\":\n            return None\n            \n        for child in field_node.children:\n            if child.type == \"property_identifier\":\n                return self._get_node_text(child)\n        return None\n\n    def _is_arrow_function_field(self, field_node) -> bool:\n        \"\"\"Check if field_definition contains an arrow function.\"\"\"\n        for child in field_node.children:\n            if child.type == \"arrow_function\":\n                return True\n        return False\n\n    def _create_method_node(self, node, method_name: str, class_name: str) -> Optional[Node]:\n        \"\"\"Create a method node for relationship mapping.\"\"\"\n        try:\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            component_id = self._get_component_id(method_name, class_name, is_method=True)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=method_name,\n                component_type=\"method\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(self.content.splitlines()[line_start - 1 : line_end]),\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=False,\n                docstring=\"\",\n                parameters=None,\n                node_type=\"method\",\n                base_classes=None,\n                class_name=class_name,\n                display_name=f\"method {method_name}\",\n                component_id=component_id\n            )\n        except Exception as e:\n            logger.debug(f\"Error creating method node for {method_name}: {e}\")\n            return None\n\n    def _extract_class_declaration(self, node) -> Optional[Node]:\n        \"\"\"Extract class/abstract class/interface declaration.\"\"\"\n        try:\n            name_node = self._find_child_by_type(node, \"type_identifier\")\n            if not name_node:\n                name_node = self._find_child_by_type(node, \"identifier\")\n            if not name_node:\n                return None\n            name = self._get_node_text(name_node)\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            docstring = None\n            base_classes = []\n            heritage_node = self._find_child_by_type(node, \"class_heritage\")\n            if heritage_node:\n                for child in heritage_node.children:\n                    if child.type in [\"identifier\", \"type_identifier\"]:\n                        base_classes.append(self._get_node_text(child))\n            code_snippet = \"\\n\".join(self.content.splitlines()[line_start - 1 : line_end])\n            \n            if node.type == \"abstract_class_declaration\":\n                node_type = \"abstract class\"\n                display_name = f\"abstract class {name}\"\n            elif node.type == \"interface_declaration\":\n                node_type = \"interface\"\n                display_name = f\"interface {name}\"\n            else:\n                node_type = \"class\"\n                display_name = f\"class {name}\"\n            \n            component_id = self._get_component_id(name, is_method=False)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=bool(docstring),\n                docstring=docstring or \"\",\n                parameters=None,\n                node_type=node_type,\n                base_classes=base_classes if base_classes else None,\n                class_name=None,\n                display_name=display_name,\n                component_id=component_id,\n            )\n        except Exception:\n            return None\n\n    def _extract_function_declaration(self, node) -> Optional[Node]:\n        try:\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if not name_node:\n                return None\n\n            func_name = self._get_node_text(name_node)\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            parameters = self._extract_parameters(node)\n            code_snippet = self._get_node_text(node)\n\n            # Check for async and generator from code snippet\n            is_async = \"async function\" in code_snippet\n            is_generator = \"function*\" in code_snippet or \"*\" in func_name\n            \n            if is_async and is_generator:\n                display_name = f\"async generator {func_name}\"\n            elif is_async:\n                display_name = f\"async function {func_name}\"\n            elif is_generator:\n                display_name = f\"generator function {func_name}\"\n            else:\n                display_name = f\"function {func_name}\"\n\n            component_id = self._get_component_id(func_name, is_method=False)\n            relative_path = self._get_relative_path()\n\n            return Node(\n                id=component_id,\n                name=func_name,\n                component_type=\"function\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=False,\n                docstring=\"\",\n                parameters=parameters,\n                node_type=\"function\",\n                base_classes=None,\n                class_name=None,\n                display_name=display_name,\n                component_id=component_id,\n            )\n        except Exception as e:\n            logger.debug(f\"Error extracting function declaration: {e}\")\n            return None\n    def _extract_exported_function(self, node) -> Optional[Node]:\n        \"\"\"Extract export function or export default function\"\"\"\n        try:\n            func_decl = self._find_child_by_type(node, \"function_declaration\")\n            if func_decl:\n                func = self._extract_function_declaration(func_decl)\n                if func:\n                    export_text = self._get_node_text(node)\n                    if \"export default\" in export_text and \"function (\" in export_text:\n                        func.name = \"default\"\n                return func\n        except Exception as e:\n            logger.debug(f\"Error extracting exported function: {e}\")\n        return None\n\n    def _extract_arrow_function_from_declaration(self, node) -> Optional[Node]:\n        \"\"\"Extract arrow function or function expression from const/let/var declarations.\"\"\"\n        try:\n            for child in node.children:\n                if child.type == \"variable_declarator\":\n                    name_node = self._find_child_by_type(child, \"identifier\")\n                    func_node = self._find_child_by_type(\n                        child, \"arrow_function\"\n                    ) or self._find_child_by_type(child, \"function_expression\")\n\n                    if name_node and func_node:\n                        func_name = self._get_node_text(name_node)\n                        line_start = func_node.start_point[0] + 1\n                        line_end = func_node.end_point[0] + 1\n                        parameters = self._extract_parameters(func_node)\n                        code_snippet = self._get_node_text(child)\n\n                        component_id = self._get_component_id(func_name, is_method=False)\n                        relative_path = self._get_relative_path()\n\n                        return Node(\n                            id=component_id,\n                            name=func_name,\n                            component_type=\"function\",\n                            file_path=str(self.file_path),\n                            relative_path=relative_path,\n                            source_code=code_snippet,\n                            start_line=line_start,\n                            end_line=line_end,\n                            has_docstring=False,\n                            docstring=\"\",\n                            parameters=parameters,\n                            node_type=\"function\",\n                            base_classes=None,\n                            class_name=None,\n                            display_name=f\"function {func_name}\",\n                            component_id=component_id,\n                        )\n            return None\n        except Exception as e:\n            logger.debug(f\"Error extracting function from declaration: {e}\")\n        return None\n\n    def _should_include_function(self, func: Node) -> bool:\n        excluded_names = {}\n\n        if func.name.lower() in excluded_names:\n            logger.debug(f\"Skipping excluded function: {func.name}\")\n            return False\n\n        return True\n\n    def _extract_parameters(self, node) -> List[str]:\n        parameters = []\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            for child in params_node.children:\n                if child.type == \"identifier\":\n                    parameters.append(self._get_node_text(child))\n        return parameters\n\n    def _extract_call_relationships(self, node) -> None:\n        current_top_level = None\n        self._traverse_for_calls(node, current_top_level)\n\n    def _traverse_for_calls(self, node, current_top_level) -> None:\n        if current_top_level:\n            self._extract_jsdoc_type_dependencies(node, current_top_level)\n        \n        if node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n            name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n                \n                heritage_node = self._find_child_by_type(node, \"class_heritage\")\n                if heritage_node:\n                    for child in heritage_node.children:\n                        if child.type in [\"identifier\", \"type_identifier\"]:\n                            base_class = self._get_node_text(child)\n                            caller_id = self._get_component_id(current_top_level)\n                            callee_id = f\"{self._get_relative_path()}::{base_class}\"\n                            inheritance_rel = CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            )\n                            self._add_relationship(inheritance_rel)\n                            \n        elif node.type == \"function_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n        elif node.type == \"generator_function_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n        elif node.type == \"lexical_declaration\":\n            for child in node.children:\n                if child.type == \"variable_declarator\":\n                    name_node = self._find_child_by_type(child, \"identifier\")\n                    func_node = self._find_child_by_type(child, \"arrow_function\") or self._find_child_by_type(child, \"function_expression\")\n                    if name_node and func_node:\n                        current_top_level = self._get_node_text(name_node)\n\n        if node.type == \"call_expression\" and current_top_level:\n            call_info = self._extract_call_from_node(node, current_top_level)\n            if call_info:\n                self._add_relationship(call_info)\n        \n        elif node.type == \"await_expression\" and current_top_level:\n            call_expr = self._find_child_by_type(node, \"call_expression\")\n            if call_expr:\n                call_info = self._extract_call_from_node(call_expr, current_top_level)\n                if call_info:\n                    self._add_relationship(call_info)\n        \n        elif node.type == \"new_expression\" and current_top_level:\n            callee_name = self._extract_callee_name(node)\n            if callee_name:\n                call_info = CallRelationship(\n                    caller=f\"{self._get_relative_path()}::{current_top_level}\",\n                    callee=f\"{self._get_relative_path()}::{callee_name}\",\n                    call_line=node.start_point[0] + 1,\n                    is_resolved=False\n                )\n                self._add_relationship(call_info)\n\n        for child in node.children:\n            self._traverse_for_calls(child, current_top_level)\n\n    def _extract_call_from_node(self, node, caller_name: str) -> Optional[CallRelationship]:\n        \"\"\"Extract call relationship from a call_expression node.\"\"\"\n        try:\n            call_line = node.start_point[0] + 1\n            callee_name = self._extract_callee_name(node)\n            \n            if not callee_name:\n                return None\n            \n            call_text = self._get_node_text(node)\n            is_method_call = \"this.\" in call_text or \"super.\" in call_text\n            \n            caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n\n            if is_method_call:\n                current_class = None\n                for node_key, node_obj in self.top_level_nodes.items():\n                    if node_obj.component_type == \"class\" and caller_name in node_key:\n                        current_class = node_obj.name\n                        break\n                \n                if current_class:\n                    method_key = f\"{self._get_relative_path()}::{current_class}.{callee_name}\"\n                    if method_key in self.top_level_nodes:\n                        return None\n            \n            callee_id = f\"{self._get_relative_path()}::{callee_name}\"\n            if callee_name in self.top_level_nodes:\n                return CallRelationship(\n                    caller=caller_id,\n                    callee=callee_id,\n                    call_line=call_line,\n                    is_resolved=True,\n                )\n            \n            return CallRelationship(\n                caller=caller_id,\n                callee=callee_id,\n                call_line=call_line,\n                is_resolved=False,\n            )\n            \n        except Exception as e:\n            logger.debug(f\"Error extracting call relationship: {e}\")\n            return None\n\n    def _extract_jsdoc_type_dependencies(self, node, caller_name: str) -> None:\n        \"\"\"Extract type dependencies from JSDoc comments.\"\"\"\n        try:\n            if hasattr(node, 'prev_sibling') and node.prev_sibling:\n                prev = node.prev_sibling\n                if prev.type == \"comment\":\n                    comment_text = self._get_node_text(prev)\n                    self._parse_jsdoc_types(comment_text, caller_name, node.start_point[0] + 1)\n            \n            for child in node.children:\n                if child.type == \"comment\":\n                    comment_text = self._get_node_text(child)\n                    self._parse_jsdoc_types(comment_text, caller_name, node.start_point[0] + 1)\n                    \n        except Exception as e:\n            logger.debug(f\"Error extracting JSDoc dependencies: {e}\")\n\n    def _parse_jsdoc_types(self, comment_text: str, caller_name: str, line_number: int) -> None:\n        \"\"\"Parse JSDoc comment text and extract type references.\"\"\"\n        import re\n        try:\n            type_patterns = [\n                r'@param\\s*\\{([^}]+)\\}',     # @param {Type}\n                r'@returns?\\s*\\{([^}]+)\\}',  # @return {Type} or @returns {Type}\n                r'@type\\s*\\{([^}]+)\\}',      # @type {Type}\n                r'@typedef\\s*\\{[^}]*\\}\\s*(\\w+)', # @typedef {Object} TypeName\n                r'@interface\\s+(\\w+)',       # @interface InterfaceName\n            ]\n            \n            for pattern in type_patterns:\n                matches = re.findall(pattern, comment_text)\n                for match in matches:\n                    type_name = match.strip()\n                    \n                    base_types = self._extract_base_types_from_jsdoc(type_name)\n                    \n                    for base_type in base_types:\n                        if base_type and not self._is_builtin_type_js(base_type):\n                            caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n                            callee_id = f\"{self._get_relative_path()}::{base_type}\"\n                            \n                            type_rel = CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=line_number,\n                                is_resolved=False \n                            )\n                            \n                            if self._add_relationship(type_rel):\n                                pass\n                                    \n        except Exception as e:\n            logger.debug(f\"Error parsing JSDoc types: {e}\")\n\n    def _extract_base_types_from_jsdoc(self, type_str: str) -> list:\n        import re\n        type_str = type_str.strip()\n        \n        base_types = []\n        \n        main_type_match = re.match(r'^(\\w+)', type_str)\n        if main_type_match:\n            base_types.append(main_type_match.group(1))\n        \n        generic_matches = re.findall(r'<([^<>]+)>', type_str)\n        for generic in generic_matches:\n            subtypes = re.findall(r'\\b(\\w+)\\b', generic)\n            base_types.extend(subtypes)\n        \n        if '|' in type_str:\n            union_types = type_str.split('|')\n            for union_type in union_types:\n                clean_type = re.match(r'\\b(\\w+)\\b', union_type.strip())\n                if clean_type:\n                    base_types.append(clean_type.group(1))\n        \n        return base_types\n\n    def _is_builtin_type_js(self, name: str) -> bool:\n        \"\"\"Check if type name is a JavaScript/JSDoc built-in type.\"\"\"\n        builtin_types = {\n            # JavaScript primitive types\n            \"string\", \"number\", \"boolean\", \"object\", \"undefined\", \"null\", \"void\", \"any\",\n            \n            # Global JavaScript types\n            \"Array\", \"Promise\", \"Date\", \"RegExp\", \"Error\", \"Map\", \"Set\", \"WeakMap\", \"WeakSet\",\n            \"Function\", \"Object\", \"String\", \"Number\", \"Boolean\", \"Symbol\", \"BigInt\",\n            \n            \"Element\", \"HTMLElement\", \"Document\", \"Window\", \"Event\", \"EventTarget\", \"Node\",\n            \"Response\", \"Request\", \"Headers\", \"URL\", \"URLSearchParams\", \"FormData\", \"Blob\", \"File\",\n            \n            # Common JSDoc generic parameters\n            \"T\", \"U\", \"V\", \"K\", \"P\", \"R\", \"E\"\n        }\n        return name in builtin_types\n\n    def _extract_callee_name(self, call_node) -> Optional[str]:\n        if not call_node.children:\n            return None\n            \n        callee_node = call_node.children[0]\n\n        if callee_node.type == \"identifier\":\n            return self._get_node_text(callee_node)\n        elif callee_node.type == \"member_expression\":\n            property_node = self._find_child_by_type(callee_node, \"property_identifier\")\n            if property_node:\n                return self._get_node_text(property_node)\n            \n            computed_property = self._find_child_by_type(callee_node, \"computed_property_name\")\n            if computed_property:\n                for child in computed_property.children:\n                    if child.type == \"identifier\":\n                        return self._get_node_text(child)\n        elif callee_node.type == \"super\":\n            return \"super\"\n        elif callee_node.type == \"this\":\n            return \"this\"\n            \n        return None\n\n    def _find_child_by_type(self, node, node_type: str):\n        \"\"\"Find first child node of specified type.\"\"\"\n        for child in node.children:\n            if child.type == node_type:\n                return child\n        return None\n\n    def _get_node_text(self, node) -> str:\n        start_byte = node.start_byte\n        end_byte = node.end_byte\n        return self.content.encode(\"utf8\")[start_byte:end_byte].decode(\"utf8\")\n\n    def _find_containing_class_name(self, method_node) -> Optional[str]:\n        current = method_node.parent\n        while current:\n            if current.type == \"class_declaration\":\n                name_node = self._find_child_by_type(current, \"identifier\")\n                if name_node:\n                    return self._get_node_text(name_node)\n            current = current.parent\n        return None\n\n    def _extract_assignment_name(self, node) -> Optional[str]:\n        if node.type == \"identifier\":\n            return self._get_node_text(node)\n        elif node.type == \"member_expression\":\n            property_node = self._find_child_by_type(node, \"property_identifier\")\n            if property_node:\n                return self._get_node_text(property_node)\n        return None",
     "start_line": 18,
@@ -3986,18 +3904,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class TreeSitterJSAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter",
     "name": "analyze_javascript_file_treesitter",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::TreeSitterJSAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer"
     ],
     "source_code": "def analyze_javascript_file_treesitter(\n    file_path: str, content: str, repo_path: str = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"Analyze a JavaScript file using tree-sitter.\"\"\"\n    try:\n        logger.debug(f\"Tree-sitter JS analysis for {file_path}\")\n        analyzer = TreeSitterJSAnalyzer(file_path, content, repo_path)\n        analyzer.analyze()\n        logger.debug(\n            f\"Found {len(analyzer.nodes)} top-level nodes, {len(analyzer.call_relationships)} calls\"\n        )\n        return analyzer.nodes, analyzer.call_relationships\n    except Exception as e:\n        logger.error(f\"Error in tree-sitter JS analysis for {file_path}: {e}\", exc_info=True)\n        return [], []",
     "start_line": 687,
@@ -4013,19 +3931,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_javascript_file_treesitter",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/javascript.py::analyze_javascript_file_treesitter",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer",
     "name": "TreeSitterKotlinAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node"
     ],
     "source_code": "class TreeSitterKotlinAnalyzer:\n    def __init__(self, file_path: str, content: str, repo_path: Optional[str] = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self._analyze()\n    \n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.kt', '.kts']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n    \n    def _get_component_id(self, name: str, parent_class: Optional[str] = None) -> str:\n        rel_path = self._get_relative_path()\n        if parent_class:\n            return f\"{rel_path}::{parent_class}.{name}\"\n        else:\n            return f\"{rel_path}::{name}\"\n\n    def _analyze(self):\n        try:\n            language_capsule = tree_sitter_kotlin.language()\n            kotlin_language = Language(language_capsule)\n            parser = Parser(kotlin_language)\n            tree = parser.parse(bytes(self.content, \"utf8\"))\n            root = tree.root_node\n            lines = self.content.splitlines()\n            \n            top_level_nodes = {}\n            \n            self._extract_nodes(root, top_level_nodes, lines)\n            self._extract_relationships(root, top_level_nodes)\n        except Exception as e:\n            logger.error(f\"Error parsing Kotlin file {self.file_path}: {e}\")\n    \n    def _extract_nodes(self, node, top_level_nodes, lines):\n        node_type = None\n        node_name = None\n        \n        if node.type == \"class_declaration\":\n            is_interface = any(c.type == \"interface\" for c in node.children)\n            \n            if is_interface:\n                node_type = \"interface\"\n            else:\n                modifiers = self._get_class_modifiers(node)\n                if \"abstract\" in modifiers:\n                    node_type = \"abstract class\"\n                elif \"data\" in modifiers:\n                    node_type = \"data class\"\n                elif \"enum\" in modifiers:\n                    node_type = \"enum class\"\n                elif \"annotation\" in modifiers:\n                    node_type = \"annotation class\"\n                else:\n                    node_type = \"class\"\n            \n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            node_name = name_node.text.decode() if name_node else None\n            \n        elif node.type == \"object_declaration\":\n            node_type = \"object\"\n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            node_name = name_node.text.decode() if name_node else None\n            \n        elif node.type == \"function_declaration\":\n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            if name_node:\n                method_name = name_node.text.decode()\n                containing_class = self._find_containing_class_name(node)\n                if containing_class:\n                    node_type = \"method\"\n                    node_name = f\"{containing_class}.{method_name}\"\n                else:\n                    node_type = \"function\"\n                    node_name = method_name\n        \n        if node_type and node_name:\n            component_id = self._get_component_id(node_name)\n            relative_path = self._get_relative_path()\n            \n            # Extract docstring if present\n            docstring = \"\"\n            if node.prev_sibling and hasattr(node.prev_sibling, \"type\"):\n                if node.prev_sibling.type in (\"line_comment\", \"block_comment\"):\n                    docstring = node.prev_sibling.text.decode().strip()\n                     \n            # Safely extract code lines\n            start_line_idx = node.start_point[0]\n            end_line_idx = node.end_point[0] + 1\n            code_snippet = \"\\n\".join(lines[start_line_idx:end_line_idx]) if start_line_idx < len(lines) else \"\"\n            \n            node_obj = Node(\n                id=component_id,\n                name=node_name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=node.start_point[0]+1,\n                end_line=node.end_point[0]+1,\n                has_docstring=bool(docstring),\n                docstring=docstring,\n                parameters=None,\n                node_type=node_type,\n                base_classes=None,\n                class_name=None,\n                display_name=f\"{node_type} {node_name}\",\n                component_id=component_id\n            )\n            self.nodes.append(node_obj)\n            top_level_nodes[node_name] = node_obj\n        \n        for child in node.children:\n            self._extract_nodes(child, top_level_nodes, lines)\n    \n    def _get_class_modifiers(self, class_node) -> set:\n        \"\"\"Extract class modifiers (abstract, data, enum, annotation, etc.).\"\"\"\n        modifiers = set()\n        modifiers_node = next((c for c in class_node.children if c.type == \"modifiers\"), None)\n        if modifiers_node:\n            for mod in modifiers_node.children:\n                if mod.type in (\"class_modifier\", \"inheritance_modifier\", \"visibility_modifier\"):\n                    for inner in mod.children:\n                        modifiers.add(inner.type)\n        return modifiers\n            \n    def _extract_relationships(self, node, top_level_nodes):\n        # 1. Inheritance and Interface Implementation via delegation_specifiers\n        if node.type == \"class_declaration\":\n            class_name = self._get_identifier_name(node)\n            delegation_specifiers = next(\n                (c for c in node.children if c.type == \"delegation_specifiers\"), None\n            )\n            if delegation_specifiers and class_name:\n                for spec in delegation_specifiers.children:\n                    if spec.type == \"delegation_specifier\":\n                        for child in spec.children:\n                            type_name = None\n                            if child.type == \"constructor_invocation\":\n                                user_type = next(\n                                    (c for c in child.children if c.type == \"user_type\"), None\n                                )\n                                if user_type:\n                                    type_name = self._get_type_name(user_type)\n                            elif child.type == \"user_type\":\n                                type_name = self._get_type_name(child)\n                            \n                            if type_name and not self._is_primitive_type(type_name):\n                                caller_id = self._get_component_id(class_name)\n                                callee_id = self._get_component_id(type_name)\n                                self.call_relationships.append(CallRelationship(\n                                    caller=caller_id,\n                                    callee=callee_id,\n                                    call_line=node.start_point[0]+1,\n                                    is_resolved=False\n                                ))\n        \n        # 2. Property Type Use (field types)\n        if node.type == \"property_declaration\":\n            containing_class = self._find_containing_class(node, top_level_nodes)\n            var_decl = next((c for c in node.children if c.type == \"variable_declaration\"), None)\n            if containing_class and var_decl:\n                type_node = next(\n                    (c for c in var_decl.children if c.type == \"user_type\"), None\n                )\n                if type_node:\n                    prop_type_name = self._get_type_name(type_node)\n                    if prop_type_name and not self._is_primitive_type(prop_type_name):\n                        self.call_relationships.append(CallRelationship(\n                            caller=containing_class,\n                            callee=prop_type_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n        \n        # 3. Constructor parameter type use\n        if node.type == \"class_parameter\":\n            containing_class_node = node.parent\n            while containing_class_node and containing_class_node.type != \"class_declaration\":\n                containing_class_node = containing_class_node.parent\n            if containing_class_node:\n                class_name = self._get_identifier_name(containing_class_node)\n                if class_name and class_name in top_level_nodes:\n                    type_node = next(\n                        (c for c in node.children if c.type == \"user_type\"), None\n                    )\n                    if type_node:\n                        param_type = self._get_type_name(type_node)\n                        if param_type and not self._is_primitive_type(param_type):\n                            caller_id = self._get_component_id(class_name)\n                            self.call_relationships.append(CallRelationship(\n                                caller=caller_id,\n                                callee=param_type,\n                                call_line=node.start_point[0]+1,\n                                is_resolved=False\n                            ))\n        \n        # 4. Method Calls / Function invocations\n        if node.type == \"call_expression\":\n            caller_id = self._find_containing_method(node) or self._find_containing_class(node, top_level_nodes)\n            \n            target_expr = next(\n                (c for c in node.children if c.type in [\"identifier\", \"navigation_expression\"]), None\n            )\n            \n            if target_expr and caller_id:\n                if target_expr.type == \"identifier\":\n                    callee_name = target_expr.text.decode()\n                    if callee_name and callee_name[0].isupper() and not self._is_primitive_type(callee_name):\n                        callee_id = self._get_component_id(callee_name)\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_id,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                    elif callee_name and not self._is_primitive_type(callee_name):\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                        \n                elif target_expr.type == \"navigation_expression\":\n                    children = list(target_expr.children)\n                    object_node = next(\n                        (c for c in children if c.type == \"identifier\"), None\n                    )\n                    method_node = None\n                    identifiers = [c for c in children if c.type == \"identifier\"]\n                    if len(identifiers) >= 2:\n                        object_node = identifiers[0]\n                        method_node = identifiers[-1]\n                    elif len(identifiers) == 1:\n                        method_node = identifiers[0]\n                        nav_child = next(\n                            (c for c in children if c.type == \"navigation_expression\"), None\n                        )\n                        if nav_child:\n                            object_node = self._get_root_identifier(nav_child)\n                        else:\n                            object_node = None\n                    \n                    if object_node and method_node:\n                        object_name = object_node.text.decode() if hasattr(object_node, 'text') else str(object_node)\n                        method_name = method_node.text.decode()\n                        \n                        target_type = None\n                        if object_name in top_level_nodes:\n                            target_type = object_name\n                        else:\n                            target_type = self._find_variable_type(node, object_name, top_level_nodes)\n                        \n                        if target_type and not self._is_primitive_type(target_type):\n                            callee_id = self._get_component_id(target_type)\n                            self.call_relationships.append(CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=node.start_point[0]+1,\n                                is_resolved=False\n                            ))\n                    elif method_node and not object_node:\n                        callee_name = method_node.text.decode()\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                        \n        for child in node.children:\n            self._extract_relationships(child, top_level_nodes)\n\n    def _is_primitive_type(self, type_name: str) -> bool:\n        \"\"\"Check if type is a Kotlin primitive or common built-in type.\"\"\"\n        primitives = {\n            \"Boolean\", \"Byte\", \"Char\", \"Double\", \"Float\", \"Int\", \"Long\", \"Short\",\n            \"String\", \"Unit\", \"Nothing\", \"Any\",\n            \"List\", \"Set\", \"Map\", \"Collection\", \"Iterable\", \"Sequence\",\n            \"MutableList\", \"MutableSet\", \"MutableMap\", \"MutableCollection\",\n            \"Array\", \"IntArray\", \"LongArray\", \"FloatArray\", \"DoubleArray\",\n            \"BooleanArray\", \"ByteArray\", \"CharArray\", \"ShortArray\",\n            \"Pair\", \"Triple\",\n        }\n        return type_name in primitives\n\n    def _get_identifier_name(self, node):\n        \"\"\"Get identifier name from a node.\"\"\"\n        name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n        return name_node.text.decode() if name_node else None\n    \n    def _get_type_name(self, node) -> Optional[str]:\n        \"\"\"Get the primary type name from a type node, stripping generics.\"\"\"\n        if node.type == \"user_type\":\n            id_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            return id_node.text.decode() if id_node else None\n        elif node.type == \"nullable_type\":\n            inner = next((c for c in node.children if c.type == \"user_type\"), None)\n            if inner:\n                return self._get_type_name(inner)\n        elif node.type == \"identifier\":\n            return node.text.decode()\n        return None\n    \n    def _get_root_identifier(self, nav_node):\n        \"\"\"Get the root identifier from a chain of navigation_expressions.\"\"\"\n        first_child = nav_node.children[0] if nav_node.children else None\n        if first_child:\n            if first_child.type == \"identifier\":\n                return first_child\n            elif first_child.type == \"navigation_expression\":\n                return self._get_root_identifier(first_child)\n        return None\n\n    def _find_containing_class_name(self, node):\n        \"\"\"Walk up to find the containing class/object/interface name.\"\"\"\n        current = node.parent\n        while current:\n            if current.type in (\"class_declaration\", \"object_declaration\"):\n                name_node = next((c for c in current.children if c.type == \"identifier\"), None)\n                if name_node:\n                    return name_node.text.decode()\n            current = current.parent\n        return None\n        \n    def _find_containing_class(self, node, top_level_nodes):\n        \"\"\"Find the component ID of the containing class.\"\"\"\n        class_name = self._find_containing_class_name(node)\n        if class_name and class_name in top_level_nodes:\n             return self._get_component_id(class_name)\n        return None\n\n    def _find_containing_method(self, node):\n        \"\"\"Find the component ID of the containing function/method.\"\"\"\n        current = node.parent\n        while current:\n            if current.type == \"function_declaration\":\n                method_name = self._get_identifier_name(current)\n                class_name = self._find_containing_class_name(current)\n                if method_name:\n                    if class_name:\n                        return self._get_component_id(f\"{class_name}.{method_name}\")\n                    return self._get_component_id(method_name)\n            current = current.parent\n        return None\n\n    def _find_variable_type(self, node, variable_name: str, top_level_nodes) -> Optional[str]:\n        \"\"\"\n        Try to resolve the type of a variable by searching local declarations,\n        function parameters, constructor parameters, and class properties.\n        \"\"\"\n        func_node = node.parent\n        while func_node and func_node.type != \"function_declaration\":\n            func_node = func_node.parent\n        \n        if func_node:\n            params_node = next(\n                (c for c in func_node.children if c.type == \"function_value_parameters\"), None\n            )\n            if params_node:\n                for param in params_node.children:\n                    if param.type == \"parameter\":\n                        param_name_node = next(\n                            (c for c in param.children if c.type == \"identifier\"), None\n                        )\n                        if param_name_node and param_name_node.text.decode() == variable_name:\n                            type_node = next(\n                                (c for c in param.children if c.type in (\"user_type\", \"nullable_type\")), None\n                            )\n                            if type_node:\n                                return self._get_type_name(type_node)\n            \n            body_node = next(\n                (c for c in func_node.children if c.type == \"function_body\"), None\n            )\n            if body_node:\n                block = next((c for c in body_node.children if c.type == \"block\"), None)\n                if block:\n                    result = self._search_variable_declaration(block, variable_name)\n                    if result:\n                        return result\n        \n        class_node = node.parent\n        while class_node and class_node.type not in (\"class_declaration\", \"object_declaration\"):\n            class_node = class_node.parent\n            \n        if class_node:\n            primary_ctor = next(\n                (c for c in class_node.children if c.type == \"primary_constructor\"), None\n            )\n            if primary_ctor:\n                class_params = next(\n                    (c for c in primary_ctor.children if c.type == \"class_parameters\"), None\n                )\n                if class_params:\n                    for param in class_params.children:\n                        if param.type == \"class_parameter\":\n                            param_name = next(\n                                (c for c in param.children if c.type == \"identifier\"), None\n                            )\n                            if param_name and param_name.text.decode() == variable_name:\n                                type_node = next(\n                                    (c for c in param.children if c.type in (\"user_type\", \"nullable_type\")), None\n                                )\n                                if type_node:\n                                    return self._get_type_name(type_node)\n            \n            class_body = next(\n                (c for c in class_node.children if c.type in (\"class_body\", \"enum_class_body\")), None\n            )\n            if class_body:\n                for body_child in class_body.children:\n                    if body_child.type == \"property_declaration\":\n                        var_decl = next(\n                            (c for c in body_child.children if c.type == \"variable_declaration\"), None\n                        )\n                        if var_decl:\n                            prop_name = next(\n                                (c for c in var_decl.children if c.type == \"identifier\"), None\n                            )\n                            if prop_name and prop_name.text.decode() == variable_name:\n                                type_node = next(\n                                    (c for c in var_decl.children if c.type in (\"user_type\", \"nullable_type\")), None\n                                )\n                                if type_node:\n                                    return self._get_type_name(type_node)\n        \n        return None\n    \n    def _search_variable_declaration(self, block_node, variable_name: str) -> Optional[str]:\n        \"\"\"Search for a local variable declaration with explicit type annotation in a block.\"\"\"\n        for child in block_node.children:\n            if child.type == \"property_declaration\":\n                var_decl = next(\n                    (c for c in child.children if c.type == \"variable_declaration\"), None\n                )\n                if var_decl:\n                    name_node = next(\n                        (c for c in var_decl.children if c.type == \"identifier\"), None\n                    )\n                    if name_node and name_node.text.decode() == variable_name:\n                        type_node = next(\n                            (c for c in var_decl.children if c.type in (\"user_type\", \"nullable_type\")), None\n                        )\n                        if type_node:\n                            return self._get_type_name(type_node)\n                        \n                        init_expr = next(\n                            (c for c in child.children if c.type == \"call_expression\"), None\n                        )\n                        if init_expr:\n                            call_id = next(\n                                (c for c in init_expr.children if c.type == \"identifier\"), None\n                            )\n                            if call_id:\n                                inferred = call_id.text.decode()\n                                if inferred and inferred[0].isupper():\n                                    return inferred\n            \n            elif child.type == \"block\":\n                result = self._search_variable_declaration(child, variable_name)\n                if result:\n                    return result\n        \n        return None",
     "start_line": 13,
@@ -4037,18 +3955,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class TreeSitterKotlinAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file",
     "name": "analyze_kotlin_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::TreeSitterKotlinAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer"
     ],
     "source_code": "def analyze_kotlin_file(file_path: str, content: str, repo_path: Optional[str] = None) -> Tuple[List[Node], List[CallRelationship]]:\n    analyzer = TreeSitterKotlinAnalyzer(file_path, content, repo_path)\n    return analyzer.nodes, analyzer.call_relationships",
     "start_line": 503,
@@ -4064,16 +3982,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_kotlin_file",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/kotlin.py::analyze_kotlin_file",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver",
     "name": "NamespaceResolver",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/php.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
     "depends_on": [],
     "source_code": "class NamespaceResolver:\n    \"\"\"Resolves PHP class names to fully qualified names using use statements.\"\"\"\n\n    def __init__(self):\n        self.current_namespace: str = \"\"\n        self.use_map: Dict[str, str] = {}  # alias -> fully_qualified_name\n\n    def register_namespace(self, ns: str):\n        \"\"\"Set the current namespace.\"\"\"\n        self.current_namespace = ns.replace(\"\\\\\\\\\", \"\\\\\")\n\n    def register_use(self, fqn: str, alias: str = None):\n        \"\"\"Register a use statement with optional alias.\"\"\"\n        fqn = fqn.replace(\"\\\\\\\\\", \"\\\\\").lstrip(\"\\\\\")\n        alias = alias or fqn.split(\"\\\\\")[-1]\n        self.use_map[alias] = fqn\n\n    def resolve(self, name: str) -> str:\n        \"\"\"Resolve a name to its fully qualified form.\"\"\"\n        if not name:\n            return name\n\n        name = name.replace(\"\\\\\\\\\", \"\\\\\")\n\n        # Already fully qualified\n        if name.startswith(\"\\\\\"):\n            return name[1:]\n\n        # Check use map for alias\n        if name in self.use_map:\n            return self.use_map[name]\n\n        # Check if first part is an alias (for partial qualified names)\n        parts = name.split(\"\\\\\")\n        if parts[0] in self.use_map:\n            base = self.use_map[parts[0]]\n            if len(parts) > 1:\n                return f\"{base}\\\\{'\\\\'.join(parts[1:])}\"\n            return base\n\n        # Prepend current namespace\n        if self.current_namespace:\n            return f\"{self.current_namespace}\\\\{name}\"\n\n        return name",
     "start_line": 40,
@@ -4085,21 +4003,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class NamespaceResolver",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer",
     "name": "TreeSitterPHPAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/php.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/analyzers/php.py::NamespaceResolver",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/cli/utils/errors.py::warning"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
+      "codewiki\\cli\\utils\\errors.py::warning",
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver"
     ],
     "source_code": "class TreeSitterPHPAnalyzer:\n    \"\"\"Analyzes PHP files using tree-sitter to extract nodes and relationships.\"\"\"\n\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self.namespace_resolver = NamespaceResolver()\n        self._top_level_nodes: Dict[str, Node] = {}\n\n        # Check if this is a template file that should be skipped\n        if self._is_template_file():\n            logger.debug(f\"Skipping template file: {file_path}\")\n            return\n\n        self._analyze()\n\n    def _is_template_file(self) -> bool:\n        \"\"\"Check if file is a PHP template that should be skipped.\"\"\"\n        file_str = str(self.file_path)\n\n        # Check extension patterns\n        for pattern in TEMPLATE_PATTERNS:\n            if file_str.endswith(pattern):\n                return True\n\n        # Check directory patterns\n        for dir_pattern in TEMPLATE_DIRECTORIES:\n            if f\"/{dir_pattern}/\" in file_str or f\"\\\\{dir_pattern}\\\\\" in file_str:\n                return True\n\n        return False\n\n    def _get_module_path(self) -> str:\n        \"\"\"Get module path for the file.\"\"\"\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n\n        # Remove .php extension\n        for ext in ['.php', '.phtml', '.inc']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n\n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        return str(self.file_path)\n\n    def _get_component_id(self, name: str, parent_class: str = None) -> str:\n        \"\"\"Generate component ID for a node.\"\"\"\n        rel_path = self._get_relative_path()\n        if parent_class:\n            return f\"{rel_path}::{parent_class}.{name}\"\n        return f\"{rel_path}::{name}\"\n\n    def _analyze(self):\n        \"\"\"Parse and analyze the PHP file.\"\"\"\n        try:\n            # Use language_php for mixed PHP/HTML files (most common)\n            php_lang_capsule = tree_sitter_php.language_php()\n            php_language = Language(php_lang_capsule)\n            parser = Parser(php_language)\n\n            tree = parser.parse(bytes(self.content, \"utf8\"))\n            root = tree.root_node\n            lines = self.content.splitlines()\n\n            # First pass: extract namespace and use statements\n            self._extract_namespace_info(root)\n\n            # Second pass: extract nodes\n            self._extract_nodes(root, lines, depth=0)\n\n            # Third pass: extract relationships\n            self._extract_relationships(root, depth=0)\n\n        except RecursionError:\n            logger.warning(f\"Max recursion depth exceeded in {self.file_path}\")\n        except Exception as e:\n            logger.error(f\"Error parsing PHP file {self.file_path}: {e}\")\n\n    def _extract_namespace_info(self, node, depth: int = 0):\n        \"\"\"Extract namespace and use statements from the AST.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            return\n\n        if node.type == \"namespace_definition\":\n            # Get namespace name\n            name_node = self._find_child_by_type(node, \"namespace_name\")\n            if name_node:\n                self.namespace_resolver.register_namespace(name_node.text.decode())\n\n        elif node.type == \"namespace_use_declaration\":\n            self._extract_use_statement(node)\n\n        for child in node.children:\n            self._extract_namespace_info(child, depth + 1)\n\n    def _extract_use_statement(self, node):\n        \"\"\"Extract use statement(s) from a namespace_use_declaration node.\"\"\"\n        # Handle group use: use App\\{User, Post};\n        group_node = self._find_child_by_type(node, \"namespace_use_group\")\n        if group_node:\n            prefix_node = self._find_child_by_type(node, \"namespace_name\")\n            prefix = prefix_node.text.decode() if prefix_node else \"\"\n\n            for child in group_node.children:\n                if child.type == \"namespace_use_group_clause\":\n                    name_node = self._find_child_by_type(child, \"namespace_name\")\n                    alias_node = self._find_child_by_type(child, \"namespace_aliasing_clause\")\n\n                    if name_node:\n                        fqn = f\"{prefix}\\\\{name_node.text.decode()}\" if prefix else name_node.text.decode()\n                        alias = None\n                        if alias_node:\n                            alias_name = self._find_child_by_type(alias_node, \"name\")\n                            if alias_name:\n                                alias = alias_name.text.decode()\n                        self.namespace_resolver.register_use(fqn, alias)\n        else:\n            # Handle simple use: use App\\User; or use App\\User as U;\n            for child in node.children:\n                if child.type == \"namespace_use_clause\":\n                    name_node = self._find_child_by_type(child, \"qualified_name\") or \\\n                                self._find_child_by_type(child, \"namespace_name\")\n                    alias_node = self._find_child_by_type(child, \"namespace_aliasing_clause\")\n\n                    if name_node:\n                        fqn = name_node.text.decode()\n                        alias = None\n                        if alias_node:\n                            alias_name = self._find_child_by_type(alias_node, \"name\")\n                            if alias_name:\n                                alias = alias_name.text.decode()\n                        self.namespace_resolver.register_use(fqn, alias)\n\n    def _extract_nodes(self, node, lines: List[str], depth: int = 0, parent_class: str = None):\n        \"\"\"Extract class, interface, trait, enum, function, and method nodes.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            logger.warning(f\"Max recursion depth reached in {self.file_path}\")\n            return\n\n        node_type = None\n        node_name = None\n        docstring = \"\"\n\n        # Get preceding docstring (PHPDoc)\n        docstring = self._get_preceding_docstring(node, lines)\n\n        if node.type == \"class_declaration\":\n            # Check for abstract class\n            is_abstract = any(\n                c.type == \"abstract_modifier\" or\n                (c.type == \"modifier\" and c.text.decode() == \"abstract\")\n                for c in node.children\n            )\n            node_type = \"abstract class\" if is_abstract else \"class\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"interface_declaration\":\n            node_type = \"interface\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"trait_declaration\":\n            node_type = \"trait\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"enum_declaration\":\n            node_type = \"enum\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"function_definition\":\n            node_type = \"function\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"method_declaration\":\n            node_type = \"method\"\n            name_node = self._find_child_by_type(node, \"name\")\n            if name_node:\n                method_name = name_node.text.decode()\n                containing_class = parent_class or self._find_containing_class_name(node)\n                if containing_class:\n                    node_name = f\"{containing_class}.{method_name}\"\n                else:\n                    node_name = method_name\n\n        if node_type and node_name:\n            component_id = self._get_component_id(node_name)\n            relative_path = self._get_relative_path()\n\n            # Extract parameters for functions/methods\n            parameters = None\n            if node_type in (\"function\", \"method\"):\n                parameters = self._extract_parameters(node)\n\n            # Extract base classes for classes\n            base_classes = None\n            if node_type in (\"class\", \"abstract class\"):\n                base_classes = self._extract_base_classes(node)\n\n            node_obj = Node(\n                id=component_id,\n                name=node_name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n                start_line=node.start_point[0] + 1,\n                end_line=node.end_point[0] + 1,\n                has_docstring=bool(docstring),\n                docstring=docstring,\n                parameters=parameters,\n                node_type=node_type,\n                base_classes=base_classes,\n                class_name=parent_class,\n                display_name=f\"{node_type} {node_name}\",\n                component_id=component_id\n            )\n            self.nodes.append(node_obj)\n            self._top_level_nodes[node_name] = node_obj\n\n            # Track current class for method extraction\n            if node_type in (\"class\", \"abstract class\", \"interface\", \"trait\", \"enum\"):\n                parent_class = node_name\n\n        # Recursively process children\n        for child in node.children:\n            self._extract_nodes(child, lines, depth + 1, parent_class)\n\n    def _extract_relationships(self, node, depth: int = 0):\n        \"\"\"Extract dependency relationships from the AST.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            return\n\n        # 1. Use statements (already registered, now create relationships)\n        if node.type == \"namespace_use_declaration\":\n            self._add_use_relationships(node)\n\n        # 2. Class inheritance (extends)\n        if node.type == \"class_declaration\":\n            class_name = self._get_name_from_node(node)\n            base_clause = self._find_child_by_type(node, \"base_clause\")\n            if base_clause and class_name:\n                base_name = self._get_type_from_clause(base_clause)\n                if base_name and not self._is_primitive(base_name):\n                    resolved_base = self.namespace_resolver.resolve(base_name)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(class_name),\n                        callee=resolved_base.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 3. Interface implementation (implements)\n        if node.type in (\"class_declaration\", \"enum_declaration\"):\n            implementer_name = self._get_name_from_node(node)\n            interface_clause = self._find_child_by_type(node, \"class_interface_clause\")\n            if interface_clause and implementer_name:\n                for child in interface_clause.children:\n                    if child.type in (\"name\", \"qualified_name\"):\n                        interface_name = child.text.decode()\n                        if not self._is_primitive(interface_name):\n                            resolved_interface = self.namespace_resolver.resolve(interface_name)\n                            self.call_relationships.append(CallRelationship(\n                                caller=self._get_component_id(implementer_name),\n                                callee=resolved_interface.replace(\"\\\\\", \".\"),\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            ))\n\n        # 4. Object creation (new)\n        if node.type == \"object_creation_expression\":\n            containing_class = self._find_containing_class_name(node)\n            type_node = self._find_child_by_type(node, \"name\") or \\\n                       self._find_child_by_type(node, \"qualified_name\")\n            if type_node:\n                created_type = type_node.text.decode()\n                if not self._is_primitive(created_type) and containing_class:\n                    resolved_type = self.namespace_resolver.resolve(created_type)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_type.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 5. Static method calls (::)\n        if node.type == \"scoped_call_expression\":\n            containing_class = self._find_containing_class_name(node)\n            scope_node = self._find_child_by_type(node, \"name\") or \\\n                        self._find_child_by_type(node, \"qualified_name\")\n            if scope_node and containing_class:\n                target_class = scope_node.text.decode()\n                if not self._is_primitive(target_class):\n                    resolved_target = self.namespace_resolver.resolve(target_class)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_target.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 6. Property promotion in constructor (PHP 8+)\n        if node.type == \"property_promotion_parameter\":\n            containing_class = self._find_containing_class_name(node)\n            type_node = self._find_child_by_type(node, \"type_list\") or \\\n                       self._find_child_by_type(node, \"named_type\")\n            if type_node and containing_class:\n                type_name = self._extract_type_name(type_node)\n                if type_name and not self._is_primitive(type_name):\n                    resolved_type = self.namespace_resolver.resolve(type_name)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_type.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # Recursively process children\n        for child in node.children:\n            self._extract_relationships(child, depth + 1)\n\n    def _add_use_relationships(self, node):\n        \"\"\"Add relationships for use statements.\"\"\"\n        # Get all use clauses from the declaration\n        for child in node.children:\n            if child.type == \"namespace_use_clause\":\n                name_node = self._find_child_by_type(child, \"qualified_name\") or \\\n                           self._find_child_by_type(child, \"namespace_name\")\n                if name_node:\n                    fqn = name_node.text.decode().replace(\"\\\\\", \".\")\n                    # Add relationship from file to imported class\n                    file_id = self._get_relative_path()\n                    self.call_relationships.append(CallRelationship(\n                        caller=file_id,\n                        callee=fqn,\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n            elif child.type == \"namespace_use_group\":\n                prefix_node = self._find_child_by_type(node, \"namespace_name\")\n                prefix = prefix_node.text.decode() if prefix_node else \"\"\n\n                for group_child in child.children:\n                    if group_child.type == \"namespace_use_group_clause\":\n                        name_node = self._find_child_by_type(group_child, \"namespace_name\")\n                        if name_node:\n                            fqn = f\"{prefix}\\\\{name_node.text.decode()}\" if prefix else name_node.text.decode()\n                            file_id = self._get_relative_path()\n                            self.call_relationships.append(CallRelationship(\n                                caller=file_id,\n                                callee=fqn.replace(\"\\\\\", \".\"),\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            ))\n\n    def _find_child_by_type(self, node, child_type: str):\n        \"\"\"Find first child of a specific type.\"\"\"\n        for child in node.children:\n            if child.type == child_type:\n                return child\n        return None\n\n    def _get_name_from_node(self, node) -> Optional[str]:\n        \"\"\"Get name from a declaration node.\"\"\"\n        name_node = self._find_child_by_type(node, \"name\")\n        return name_node.text.decode() if name_node else None\n\n    def _get_type_from_clause(self, clause_node) -> Optional[str]:\n        \"\"\"Extract type name from a base_clause or interface_clause.\"\"\"\n        for child in clause_node.children:\n            if child.type in (\"name\", \"qualified_name\"):\n                return child.text.decode()\n        return None\n\n    def _extract_type_name(self, type_node) -> Optional[str]:\n        \"\"\"Extract type name from a type node.\"\"\"\n        if type_node.type == \"named_type\":\n            name_node = self._find_child_by_type(type_node, \"name\") or \\\n                       self._find_child_by_type(type_node, \"qualified_name\")\n            if name_node:\n                return name_node.text.decode()\n        elif type_node.type in (\"name\", \"qualified_name\"):\n            return type_node.text.decode()\n        elif type_node.type == \"type_list\":\n            # Get first type from union/intersection\n            for child in type_node.children:\n                if child.type == \"named_type\":\n                    return self._extract_type_name(child)\n        return type_node.text.decode() if hasattr(type_node, 'text') else None\n\n    def _find_containing_class_name(self, node) -> Optional[str]:\n        \"\"\"Find the name of the containing class/interface/trait/enum.\"\"\"\n        current = node.parent\n        while current:\n            if current.type in (\"class_declaration\", \"interface_declaration\",\n                               \"trait_declaration\", \"enum_declaration\"):\n                name_node = self._find_child_by_type(current, \"name\")\n                if name_node:\n                    return name_node.text.decode()\n            current = current.parent\n        return None\n\n    def _get_preceding_docstring(self, node, lines: List[str]) -> str:\n        \"\"\"Extract PHPDoc comment preceding a node.\"\"\"\n        if node.start_point[0] == 0:\n            return \"\"\n\n        # Look at previous sibling or check lines before\n        prev_sibling = node.prev_named_sibling\n        if prev_sibling and prev_sibling.type == \"comment\":\n            comment_text = prev_sibling.text.decode()\n            if comment_text.startswith(\"/**\"):\n                return comment_text\n\n        # Check lines directly before the node\n        start_line = node.start_point[0]\n        if start_line > 0:\n            for i in range(start_line - 1, max(0, start_line - 10), -1):\n                line = lines[i].strip() if i < len(lines) else \"\"\n                if line.endswith(\"*/\"):\n                    # Found end of docblock, now find start\n                    docblock_lines = []\n                    for j in range(i, max(0, i - 50), -1):\n                        docblock_lines.insert(0, lines[j] if j < len(lines) else \"\")\n                        if \"/**\" in (lines[j] if j < len(lines) else \"\"):\n                            return \"\\n\".join(docblock_lines)\n                elif line and not line.startswith(\"*\") and not line.startswith(\"/**\"):\n                    break\n\n        return \"\"\n\n    def _extract_parameters(self, node) -> Optional[List[str]]:\n        \"\"\"Extract function/method parameters as list of strings.\"\"\"\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            params = []\n            for child in params_node.children:\n                if child.type in (\"simple_parameter\", \"property_promotion_parameter\", \"variadic_parameter\"):\n                    # Get the variable name\n                    var_node = self._find_child_by_type(child, \"variable_name\")\n                    if var_node:\n                        param_text = var_node.text.decode()\n                        # Get type if present\n                        type_node = self._find_child_by_type(child, \"named_type\") or \\\n                                   self._find_child_by_type(child, \"primitive_type\")\n                        if type_node:\n                            param_text = f\"{type_node.text.decode()} {param_text}\"\n                        params.append(param_text)\n            return params if params else None\n        return None\n\n    def _extract_base_classes(self, node) -> Optional[List[str]]:\n        \"\"\"Extract base class names from a class declaration.\"\"\"\n        base_classes = []\n\n        base_clause = self._find_child_by_type(node, \"base_clause\")\n        if base_clause:\n            for child in base_clause.children:\n                if child.type in (\"name\", \"qualified_name\"):\n                    base_classes.append(child.text.decode())\n\n        interface_clause = self._find_child_by_type(node, \"class_interface_clause\")\n        if interface_clause:\n            for child in interface_clause.children:\n                if child.type in (\"name\", \"qualified_name\"):\n                    base_classes.append(child.text.decode())\n\n        return base_classes if base_classes else None\n\n    def _is_primitive(self, type_name: str) -> bool:\n        \"\"\"Check if type is a PHP primitive or built-in type.\"\"\"\n        if not type_name:\n            return True\n        # Remove leading backslash and check\n        clean_name = type_name.lstrip(\"\\\\\").split(\"\\\\\")[-1]\n        return clean_name.lower() in {p.lower() for p in PHP_PRIMITIVES}",
     "start_line": 87,
@@ -4111,18 +4029,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class TreeSitterPHPAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file",
     "name": "analyze_php_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/php.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/php.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/php.py::TreeSitterPHPAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer"
     ],
     "source_code": "def analyze_php_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"\n    Analyze a PHP file and extract nodes and call relationships.\n\n    Args:\n        file_path: Path to the PHP file\n        content: Content of the PHP file\n        repo_path: Optional path to the repository root\n\n    Returns:\n        Tuple of (nodes, call_relationships)\n    \"\"\"\n    analyzer = TreeSitterPHPAnalyzer(file_path, content, repo_path)\n    return analyzer.nodes, analyzer.call_relationships",
     "start_line": 585,
@@ -4138,20 +4056,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_php_file",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/php.py::analyze_php_file",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer",
     "name": "PythonASTAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/python.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/python.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/cli/utils/errors.py::warning"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
+      "codewiki\\cli\\utils\\errors.py::warning"
     ],
     "source_code": "class PythonASTAnalyzer(ast.NodeVisitor):\n\n    def __init__(self, file_path: str, content: str, repo_path: Optional[str] = None):\n        \"\"\"\n        Initialize the Python AST analyzer.\n\n        Args:\n            file_path: Path to the Python file being analyzed\n            content: Raw content of the Python file\n            repo_path: Repository root path for calculating relative paths\n        \"\"\"\n        self.file_path = file_path\n        self.repo_path = repo_path\n        self.content = content\n        self.lines = content.splitlines()\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self.current_class_name: str | None = None\n        self.current_function_name: str | None = None\n        \n        self.top_level_nodes = {}\n    \n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            return os.path.relpath(self.file_path, self.repo_path)\n        return str(self.file_path)\n\n    def _get_module_path(self) -> str:\n        try:\n            relative_path = self._get_relative_path()\n            path = relative_path\n            for ext in ['.py', '.pyx']:\n                if path.endswith(ext):\n                    path = path[:-len(ext)]\n                    break\n            return path.replace('/', '.').replace('\\\\', '.')\n        except:\n            return str(self.file_path).replace('/', '.').replace('\\\\', '.')\n    \n    def _get_component_id(self, name: str) -> str:\n        \"\"\"Generate component ID in relative_path::name format.\"\"\"\n        rel_path = self._get_relative_path()\n        if self.current_class_name:\n            return f\"{rel_path}::{self.current_class_name}.{name}\"\n        else:\n            return f\"{rel_path}::{name}\"\n\n    def generic_visit(self, node):\n        \"\"\"Override generic_visit to continue AST traversal.\"\"\"\n        super().generic_visit(node)\n\n    def visit_ClassDef(self, node: ast.ClassDef):\n        \"\"\"Visit class definition and add to top-level nodes.\"\"\"\n\n        base_classes = [self._extract_base_class_name(base) for base in node.bases]\n        base_classes = [name for name in base_classes if name is not None]\n        \n        component_id = f\"{self._get_relative_path()}::{node.name}\"\n        relative_path = self._get_relative_path()\n\n        class_node = Node(\n            id=component_id,\n            name=node.name,\n            component_type=\"class\",\n            file_path=str(self.file_path),\n            relative_path=relative_path,\n            source_code=\"\\n\".join(self.lines[node.lineno - 1 : node.end_lineno or node.lineno]),\n            start_line=node.lineno,\n            end_line=node.end_lineno,\n            has_docstring=bool(ast.get_docstring(node)),\n            docstring=ast.get_docstring(node) or \"\",\n            parameters=None,\n            node_type=\"class\",\n            base_classes=base_classes if base_classes else None,\n            class_name=None,\n            display_name=f\"class {node.name}\",\n            component_id=component_id\n        )\n        self.nodes.append(class_node)\n        self.top_level_nodes[node.name] = class_node\n\n        for base_name in base_classes:\n            if base_name in self.top_level_nodes:\n                self.call_relationships.append(CallRelationship(\n                    caller=component_id,\n                    callee=f\"{self._get_relative_path()}::{base_name}\",\n                    call_line=node.lineno,\n                    is_resolved=True\n                ))\n\n        self.current_class_name = node.name\n        self.generic_visit(node)\n        self.current_class_name = None\n    \n    def _extract_base_class_name(self, base):\n        \"\"\"Extract base class name from AST node.\"\"\"\n        if isinstance(base, ast.Name):\n            return base.id\n        elif isinstance(base, ast.Attribute):\n            parts = []\n            node = base\n            while isinstance(node, ast.Attribute):\n                parts.append(node.attr)\n                node = node.value\n            if isinstance(node, ast.Name):\n                parts.append(node.id)\n            return \".\".join(reversed(parts))\n        return None\n\n    def _process_function_node(self, node: ast.FunctionDef | ast.AsyncFunctionDef):\n        \"\"\"Process function definition - only add to nodes if it's top-level.\"\"\"\n\n        if not self.current_class_name:\n            component_id = f\"{self._get_relative_path()}::{node.name}\"\n            relative_path = self._get_relative_path()\n\n            func_node = Node(\n                id=component_id,\n                name=node.name,\n                component_type=\"function\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(self.lines[node.lineno - 1 : node.end_lineno or node.lineno]),\n                start_line=node.lineno,\n                end_line=node.end_lineno,\n                has_docstring=bool(ast.get_docstring(node)),\n                docstring=ast.get_docstring(node) or \"\",\n                parameters=[arg.arg for arg in node.args.args],\n                node_type=\"function\",\n                base_classes=None,\n                class_name=None,\n                display_name=f\"function {node.name}\",\n                component_id=component_id\n            )\n            if self._should_include_function(func_node):\n                self.nodes.append(func_node)\n                self.top_level_nodes[node.name] = func_node\n\n        self.current_function_name = node.name\n        self.generic_visit(node)\n        self.current_function_name = None\n\n    def _should_include_function(self, func: Node) -> bool:\n        if func.name.startswith(\"_test_\"):\n            return False\n        return True\n\n    def visit_FunctionDef(self, node: ast.FunctionDef):\n        \"\"\"Visit function definition and extract function information.\"\"\"\n        self._process_function_node(node)\n\n    def visit_AsyncFunctionDef(self, node: ast.AsyncFunctionDef):\n        \"\"\"Visit async function definition and extract function information.\"\"\"\n        self._process_function_node(node)\n\n    def visit_Call(self, node: ast.Call):\n        \"\"\"Visit function call nodes and record relationships between top-level nodes.\"\"\"\n\n        if self.current_class_name or (self.current_function_name and not self.current_class_name):\n            call_name = self._get_call_name(node.func)\n            if call_name:\n                if self.current_class_name:\n                    caller_id = f\"{self._get_relative_path()}::{self.current_class_name}\"\n                else:\n                    caller_id = f\"{self._get_relative_path()}::{self.current_function_name}\"\n\n                if call_name in self.top_level_nodes:\n                    callee_id = f\"{self._get_relative_path()}::{call_name}\"\n                else:\n                    callee_id = call_name\n                \n                relationship = CallRelationship(\n                    caller=caller_id,\n                    callee=callee_id,\n                    call_line=node.lineno,\n                    is_resolved=call_name in self.top_level_nodes  \n                )\n                self.call_relationships.append(relationship)\n\n        self.generic_visit(node)\n\n    def _get_call_name(self, node) -> str | None:\n        \"\"\"\n        Extract function name from a call node.\n        Handles simple names, attributes (obj.method), and filters built-ins.\n        \"\"\"\n        PYTHON_BUILTINS = {\n            \"print\", \"len\", \"str\", \"int\", \"float\", \"bool\", \"list\", \"dict\", \"tuple\", \"set\",\n            \"range\", \"enumerate\", \"zip\", \"isinstance\", \"hasattr\", \"getattr\", \"setattr\",\n            \"open\", \"super\", \"__import__\", \"type\", \"object\", \"Exception\", \"ValueError\",\n            \"TypeError\", \"KeyError\", \"IndexError\", \"AttributeError\", \"ImportError\",\n            \"max\", \"min\", \"sum\", \"abs\", \"round\", \"sorted\", \"reversed\", \"filter\", \"map\",\n            \"any\", \"all\", \"next\", \"iter\", \"callable\", \"repr\", \"format\", \"exec\", \"eval\"\n        }\n\n        if isinstance(node, ast.Name):\n            if node.id in PYTHON_BUILTINS:\n                return None\n            return node.id\n        elif isinstance(node, ast.Attribute):\n            if isinstance(node.value, ast.Name):\n                if node.value.id in PYTHON_BUILTINS:\n                    return None\n                return f\"{node.value.id}.{node.attr}\"\n            elif isinstance(node.value, ast.Attribute):\n                base_name = self._get_call_name(node.value)\n                if base_name:\n                    return f\"{base_name}.{node.attr}\"\n            return node.attr\n        return None\n\n    def analyze(self):\n        \"\"\"Analyze the Python file and extract functions and relationships.\"\"\"\n\n        try:\n            # Suppress SyntaxWarnings about invalid escape sequences in source code\n            # These warnings come from regex patterns like '\\(' or '\\.' in the analyzed files\n            with warnings.catch_warnings():\n                warnings.filterwarnings(\"ignore\", category=SyntaxWarning)\n                tree = ast.parse(self.content)\n            self.visit(tree)\n\n            logger.debug(\n                f\"Python analysis complete for {self.file_path}: {len(self.nodes)} nodes, \"\n                f\"{len(self.call_relationships)} relationships\"\n            )\n        except SyntaxError as e:\n            logger.warning(f\"Could not parse {self.file_path}: {e}\")\n        except Exception as e:\n            logger.error(f\"Error analyzing {self.file_path}: {e}\", exc_info=True)",
     "start_line": 15,
@@ -4165,18 +4083,18 @@
     ],
     "class_name": null,
     "display_name": "class PythonASTAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
     "name": "analyze_python_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/python.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/python.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/python.py::PythonASTAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer"
     ],
     "source_code": "def analyze_python_file(\n    file_path: str, content: str, repo_path: Optional[str] = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"\n    Analyze a Python file and return classes, functions, methods, and relationships.\n\n    Args:\n        file_path: Path to the Python file\n        content: Content of the Python file\n        repo_path: Repository root path for calculating relative paths\n\n    Returns:\n        tuple: (classes, functions, methods, call_relationships)\n    \"\"\"\n\n    analyzer = PythonASTAnalyzer(file_path, content, repo_path)\n    analyzer.analyze()\n    return analyzer.nodes, analyzer.call_relationships",
     "start_line": 248,
@@ -4192,19 +4110,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_python_file",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/python.py::analyze_python_file",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer",
     "name": "TreeSitterTSAnalyzer",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node"
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node"
     ],
     "source_code": "class TreeSitterTSAnalyzer:\n\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        \n        self.top_level_nodes = {}\n\n        try:\n            language_capsule = tree_sitter_typescript.language_typescript()\n            self.ts_language = Language(language_capsule)\n            self.parser = Parser(self.ts_language)\n\n        except Exception as e:\n            logger.error(f\"Failed to initialize TypeScript parser: {e}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            self.parser = None\n            self.ts_language = None\n\n    def analyze(self) -> None:\n        if self.parser is None:\n            logger.debug(f\"Skipping {self.file_path} - parser initialization failed\")\n            return\n\n        try:\n            tree = self.parser.parse(bytes(self.content, \"utf8\"))\n            root_node = tree.root_node\n\n            logger.debug(f\"Parsed AST with root node type: {root_node.type}\")\n\n            all_entities = {}  \n            self._extract_all_entities(root_node, all_entities)\n            \n            self._filter_top_level_declarations(all_entities)\n            \n            self._extract_all_relationships(root_node, all_entities)\n\n        except Exception as e:\n            logger.error(f\"Error analyzing TypeScript file {self.file_path}: {e}\", exc_info=True)\n\n    def _extract_all_entities(self, node, all_entities: dict, depth=0) -> None:\n        entity = None\n        entity_name = None\n        \n        if node.type == \"function_declaration\":\n            entity = self._extract_function_entity(node, \"function\", depth)\n        elif node.type == \"generator_function_declaration\":\n            entity = self._extract_function_entity(node, \"generator_function\", depth)\n        elif node.type == \"arrow_function\":\n            entity = self._extract_arrow_function_entity(node, depth)\n        elif node.type == \"method_definition\":\n            entity = self._extract_method_entity(node, depth)\n        elif node.type == \"class_declaration\":\n            entity = self._extract_class_entity(node, \"class\", depth)\n        elif node.type == \"abstract_class_declaration\":\n            entity = self._extract_class_entity(node, \"abstract_class\", depth)\n        elif node.type == \"interface_declaration\":\n            entity = self._extract_interface_entity(node, depth)\n        elif node.type == \"type_alias_declaration\":\n            entity = self._extract_type_alias_entity(node, depth)\n        elif node.type == \"enum_declaration\":\n            entity = self._extract_enum_entity(node, depth)\n        elif node.type == \"variable_declarator\":\n            entity = self._extract_variable_entity(node, depth)\n        elif node.type == \"export_statement\":\n            entity = self._extract_export_statement_entity(node, depth)\n        elif node.type == \"lexical_declaration\":\n            entity = self._extract_lexical_declaration_entity(node, depth)\n        elif node.type == \"variable_declaration\":\n            entity = self._extract_variable_declaration_entity(node, depth)\n        elif node.type == \"ambient_declaration\":\n            entity = self._extract_ambient_declaration_entity(node, depth)\n        \n        if entity and entity.get('name'):\n            entity_name = entity['name']\n            entity['depth'] = depth  \n            entity['node'] = node   \n            entity['parent_context'] = self._get_parent_context(node)  \n            all_entities[entity_name] = entity\n        \n        for child in node.children:\n            self._extract_all_entities(child, all_entities, depth + 1)\n    \n    def _filter_top_level_declarations(self, all_entities: dict) -> None:\n        for entity_name, entity_data in all_entities.items():\n            if self._is_actually_top_level(entity_data):\n                node_obj = self._create_node_from_entity(entity_data)\n                if node_obj and self._should_include_node(node_obj):\n                    self.nodes.append(node_obj)\n                    self.top_level_nodes[entity_name] = node_obj\n                        \n                    if entity_data[\"type\"] in [\"class_declaration\", \"abstract_class_declaration\"]:\n                        self._extract_constructor_dependencies(entity_data[\"node\"], entity_name)\n    \n    def _is_actually_top_level(self, entity_data: dict) -> bool:\n        node = entity_data.get('node')\n        if not node or not node.parent:\n            return True\n        \n        entity_type = entity_data.get('type')\n        if self._is_inside_function_body(node):\n            return False\n        \n        current = node.parent\n        while current:\n            parent_type = current.type\n            \n            if parent_type == \"program\":\n                return True\n            \n            if parent_type == \"export_statement\":\n                return True\n                \n            if parent_type == \"ambient_declaration\":\n                return True\n                \n            if parent_type == \"module\":\n                return True\n                \n            if parent_type == \"statement_block\":\n                grandparent = current.parent\n                if grandparent and grandparent.type in [\"module\", \"ambient_declaration\"]:\n                    return True\n            \n            current = current.parent\n        \n        return False\n    \n    def _is_inside_function_body(self, node) -> bool:\n        current = node.parent\n        while current:\n            if current.type == \"statement_block\":\n                if current.parent and current.parent.type in [\n                    \"function_declaration\", \"generator_function_declaration\", \n                    \"arrow_function\", \"function_expression\", \"method_definition\"\n                ]:\n                    return True\n            current = current.parent\n        return False\n\n    def _extract_ambient_declaration_entity(self, node, depth: int) -> dict:\n        name = \"\"\n        for child in node.children:\n            if child.type == \"module\":\n                for grandchild in child.children:\n                    if grandchild.type == \"string\":\n                        name = self._get_node_text(grandchild).strip(\"'\\\"\")\n                        break\n                break\n            elif child.type == \"namespace\":\n                name = self._get_node_text(child.children[1]) if len(child.children) > 1 else \"unknown_namespace\"\n                break\n        \n        return {\n            'name': f\"{name}\",\n            'type': 'ambient_declaration',\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'parameters': [],\n            'return_type': None,\n            'modifiers': ['ambient'],\n            'complexity': 1\n        }\n    \n    def _get_parent_context(self, node) -> str:\n        \"\"\"Get the parent context of a node for better top-level detection\"\"\"\n        if not node.parent:\n            return \"root\"\n        \n        parent_type = node.parent.type\n        if parent_type in [\"program\", \"source_file\"]:\n            return \"program\"\n        elif parent_type == \"export_statement\":\n            return \"export\"\n        elif parent_type == \"ambient_declaration\":\n            return \"ambient\"\n        elif parent_type == \"module\":\n            return \"module\"\n        elif parent_type == \"statement_block\":\n            if node.parent.parent and node.parent.parent.type in [\"module\", \"ambient_declaration\"]:\n                return \"module_block\"\n            return \"statement_block\"\n    def _extract_function_entity(self, node, func_type: str, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        func_name = self._get_node_text(name_node)\n        parameters = self._extract_parameters(node)\n        code_snippet = self._get_node_text(node)\n        \n        is_async = \"async\" in code_snippet.split(\"function\")[0] if \"function\" in code_snippet else False\n        display_name = f\"{'async ' if is_async else ''}{func_type} {func_name}\"\n        \n        return {\n            'name': func_name,\n            'type': 'function',\n            'subtype': func_type,\n            'parameters': parameters,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'is_async': is_async\n        }\n    \n    def _extract_arrow_function_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract arrow function\"\"\"\n        parent = node.parent\n        if parent and parent.type == \"variable_declarator\":\n            name_node = self._find_child_by_type(parent, \"identifier\")\n            if name_node:\n                func_name = self._get_node_text(name_node)\n                parameters = self._extract_parameters(node)\n                code_snippet = self._get_node_text(parent)\n                \n                is_async = \"async\" in code_snippet.split(\"=\")[0] if \"=\" in code_snippet else False\n                display_name = f\"{'async ' if is_async else ''}arrow function {func_name}\"\n                \n                return {\n                    'name': func_name,\n                    'type': 'function',\n                    'subtype': 'arrow_function',\n                    'parameters': parameters,\n                    'code_snippet': code_snippet,\n                    'display_name': display_name,\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'is_async': is_async\n                }\n        return None\n    \n    def _extract_method_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract method entity (at any depth).\"\"\"\n        name_node = self._find_child_by_type(node, \"property_identifier\")\n        if not name_node:\n            return None\n        \n        method_name = self._get_node_text(name_node)\n        parameters = self._extract_parameters(node)\n        code_snippet = self._get_node_text(node)\n        \n        is_async = \"async\" in code_snippet\n        is_static = \"static\" in code_snippet\n        \n        display_name = f\"{'static ' if is_static else ''}{'async ' if is_async else ''}method {method_name}\"\n        \n        return {\n            'name': method_name,\n            'type': 'function',\n            'subtype': 'method',\n            'parameters': parameters,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'is_async': is_async,\n            'is_static': is_static\n        }\n    \n    def _extract_class_entity(self, node, class_type: str, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        class_name = self._get_node_text(name_node)\n        base_classes = self._extract_inheritance(node)\n        code_snippet = self._get_node_text(node)\n        \n        display_name = f\"{class_type} {class_name}\"\n        if base_classes:\n            display_name += f\" extends {', '.join(base_classes)}\"\n        \n        return {\n            'name': class_name,\n            'type': 'class',\n            'subtype': class_type,\n            'base_classes': base_classes,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_interface_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\")\n        if not name_node:\n            return None\n        \n        interface_name = self._get_node_text(name_node)\n        base_classes = self._extract_inheritance(node)\n        code_snippet = self._get_node_text(node)\n        \n        display_name = f\"interface {interface_name}\"\n        if base_classes:\n            display_name += f\" extends {', '.join(base_classes)}\"\n        \n        return {\n            'name': interface_name,\n            'type': 'interface',\n            'subtype': 'interface',\n            'base_classes': base_classes,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_type_alias_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\")\n        if not name_node:\n            return None\n        \n        type_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        return {\n            'name': type_name,\n            'type': 'type',\n            'subtype': 'type_alias',\n            'code_snippet': code_snippet,\n            'display_name': f\"type {type_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_enum_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        enum_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        return {\n            'name': enum_name,\n            'type': 'enum',\n            'subtype': 'enum',\n            'code_snippet': code_snippet,\n            'display_name': f\"enum {enum_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_variable_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        has_function = self._find_child_by_type(node, \"arrow_function\") or self._find_child_by_type(node, \"function_expression\")\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': 'variable',\n            'code_snippet': code_snippet,\n            'display_name': f\"variable {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function)\n        }\n    \n    def _extract_export_statement_entity(self, node, depth: int) -> dict:\n        code_snippet = self._get_node_text(node)\n        \n        func_decl = self._find_child_by_type(node, \"function_declaration\")\n        class_decl = self._find_child_by_type(node, \"class_declaration\")\n        interface_decl = self._find_child_by_type(node, \"interface_declaration\")\n        lexical_decl = self._find_child_by_type(node, \"lexical_declaration\")\n        \n        if func_decl:\n            name_node = self._find_child_by_type(func_decl, \"identifier\")\n            if name_node:\n                func_name = self._get_node_text(name_node)\n                return {\n                    'name': func_name,  \n                    'type': 'function',  \n                    'subtype': 'export_function',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export function {func_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'parameters': self._extract_parameters(func_decl),\n                    'is_export': True\n                }\n        elif class_decl:\n            name_node = self._find_child_by_type(class_decl, \"type_identifier\")\n            if name_node:\n                class_name = self._get_node_text(name_node)\n                return {\n                    'name': class_name,  \n                    'type': 'class',  \n                    'subtype': 'export_class',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export class {class_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'base_classes': self._extract_inheritance(class_decl),\n                    'is_export': True\n                }\n        elif interface_decl:\n            name_node = self._find_child_by_type(interface_decl, \"type_identifier\")\n            if name_node:\n                interface_name = self._get_node_text(name_node)\n                return {\n                    'name': interface_name,  \n                    'type': 'interface',  \n                    'subtype': 'export_interface',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export interface {interface_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'base_classes': self._extract_inheritance(interface_decl),\n                    'is_export': True\n                }\n        elif lexical_decl:\n            var_declarator = self._find_child_by_type(lexical_decl, \"variable_declarator\")\n            if var_declarator:\n                name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                func_expr = self._find_child_by_type(var_declarator, \"arrow_function\") or self._find_child_by_type(var_declarator, \"function_expression\")\n                if name_node and func_expr:\n                    var_name = self._get_node_text(name_node)\n                    return {\n                        'name': var_name,\n                        'type': 'function',\n                        'subtype': 'export_arrow_function',\n                        'code_snippet': code_snippet,\n                        'display_name': f\"export const {var_name}\",\n                        'start_line': node.start_point[0] + 1,\n                        'end_line': node.end_point[0] + 1,\n                        'parameters': self._extract_parameters(func_expr),\n                        'is_export': True\n                    }\n        \n        default_keyword = None\n        call_expr = None\n        for child in node.children:\n            if child.type == \"default\":\n                default_keyword = child\n            elif child.type == \"call_expression\":\n                call_expr = child\n        \n        if default_keyword and call_expr:\n            callee = call_expr.children[0] if call_expr.children else None\n            if callee:\n                callee_name = self._get_node_text(callee)\n                return {\n                    'name': callee_name,\n                    'type': 'function',\n                    'subtype': 'export_default_call',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export default {callee_name}(...)\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'parameters': [],\n                    'is_export': True\n                }\n        \n        return None \n    \n    def _extract_lexical_declaration_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract lexical declaration entity (const/let).\"\"\"\n        # Find the variable declarator\n        var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n        if not var_declarator:\n            return None\n        \n        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        # Check declaration type (const/let)\n        decl_type = \"const\" if \"const\" in code_snippet else \"let\"\n        \n        has_function = (self._find_child_by_type(var_declarator, \"arrow_function\") or \n                       self._find_child_by_type(var_declarator, \"function_expression\"))\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': f'{decl_type}_declaration',\n            'code_snippet': code_snippet,\n            'display_name': f\"{decl_type} {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function),\n            'declaration_type': decl_type\n        }\n    \n    def _extract_variable_declaration_entity(self, node, depth: int) -> dict:\n        var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n        if not var_declarator:\n            return None\n        \n        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        has_function = (self._find_child_by_type(var_declarator, \"arrow_function\") or \n                       self._find_child_by_type(var_declarator, \"function_expression\"))\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': 'var_declaration',\n            'code_snippet': code_snippet,\n            'display_name': f\"var {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function),\n            'declaration_type': 'var'\n        }\n    \n    def _create_node_from_entity(self, entity_data: dict) -> Optional[Node]:\n        \"\"\"Create Node object from entity data.\"\"\"\n        try:\n            component_type = entity_data['type']\n            name = entity_data['name']\n            node_type = entity_data.get('subtype', entity_data['type'])\n            \n            component_id = self._get_component_id(name)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=name,\n                component_type=component_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=entity_data['code_snippet'],\n                start_line=entity_data['start_line'],\n                end_line=entity_data['end_line'],\n                has_docstring=False,\n                docstring=\"\",\n                parameters=entity_data.get('parameters', []),\n                node_type=node_type,\n                base_classes=entity_data.get('base_classes'),\n                class_name=None,\n                display_name=entity_data['display_name'],\n                component_id=component_id,\n            )\n        except Exception as e:\n            logger.debug(f\"Error creating node from entity: {e}\")\n            return None\n        \n    def _should_include_node(self, node: Node) -> bool:\n        excluded_names = {\"constructor\", \"__proto__\", \"prototype\"}\n        \n        if node.component_type == \"variable\":\n            return False\n        \n        return node.name.lower() not in excluded_names\n\n    def _extract_constructor_dependencies(self, class_node, class_name: str) -> None:\n        \"\"\"Extract dependencies from constructor parameters.\"\"\"\n        try:\n            class_body = self._find_child_by_type(class_node, \"class_body\")\n            if not class_body:\n                return\n                \n            for child in class_body.children:\n                if child.type == \"method_definition\":\n                    property_name = self._find_child_by_type(child, \"property_identifier\")\n                    if property_name and self._get_node_text(property_name) == \"constructor\":\n                        # Extract parameter types\n                        formal_params = self._find_child_by_type(child, \"formal_parameters\")\n                        if formal_params:\n                            self._extract_parameter_dependencies(formal_params, class_name)\n                        break\n        except Exception as e:\n            logger.debug(f\"Error extracting constructor dependencies: {e}\")\n\n    def _extract_parameter_dependencies(self, formal_params, caller_name: str) -> None:\n        try:\n            for child in formal_params.children:\n                if child.type in [\"required_parameter\", \"optional_parameter\"]:\n                    type_annotation = self._find_child_by_type(child, \"type_annotation\")\n                    if type_annotation:\n                        type_id = self._find_child_by_type(type_annotation, \"type_identifier\")\n                        if type_id:\n                            dependency_name = self._get_node_text(type_id)\n                            if dependency_name and dependency_name != caller_name:\n                                caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n                                callee_id = f\"{self._get_relative_path()}::{dependency_name}\"\n                                \n                                relationship = CallRelationship(\n                                    caller=caller_id,\n                                    callee=callee_id,\n                                    call_line=child.start_point[0] + 1,\n                                    is_resolved=False\n                                )\n                                \n                                self._add_relationship(relationship)\n        except Exception as e:\n            logger.debug(f\"Error extracting parameter dependencies: {e}\")\n\n\n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.ts', '.tsx', '.js', '.jsx', '.mjs', '.cjs']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n\n    def _get_component_id(self, name: str) -> str:\n        return f\"{self._get_relative_path()}::{name}\"\n\n    def _extract_inheritance(self, node) -> List[str]:\n        \"\"\"Extract inheritance/implementation relationships.\"\"\"\n        base_classes = []\n        \n        extends_clause = self._find_child_by_type(node, \"extends_clause\")\n        if extends_clause:\n            for child in extends_clause.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_classes.append(self._get_node_text(child))\n        \n        implements_clause = self._find_child_by_type(node, \"implements_clause\")  \n        if implements_clause:\n            for child in implements_clause.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_classes.append(self._get_node_text(child))\n        \n        return base_classes\n\n    def _extract_parameters(self, node) -> List[str]:\n        parameters = []\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            for child in params_node.children:\n                if child.type in [\"identifier\", \"required_parameter\", \"optional_parameter\"]:\n                    if child.type == \"identifier\":\n                        parameters.append(self._get_node_text(child))\n                    else:\n                        param_name = self._find_child_by_type(child, \"identifier\")\n                        if param_name:\n                            parameters.append(self._get_node_text(param_name))\n        return parameters\n\n    def _extract_all_relationships(self, node, all_entities: dict) -> None:\n        self._traverse_for_relationships(node, all_entities, current_top_level=None)\n\n    def _traverse_for_relationships(self, node, all_entities: dict, current_top_level: str = None) -> None:\n        if current_top_level is None or self._is_new_top_level(node):\n            new_top_level = self._get_top_level_name(node)\n            if new_top_level and new_top_level in self.top_level_nodes:\n                current_top_level = new_top_level\n\n        \n        if current_top_level:\n            if node.type == \"call_expression\":\n                self._extract_call_relationship(node, current_top_level, all_entities)\n            elif node.type == \"new_expression\":\n                self._extract_new_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"member_expression\":\n                self._extract_member_relationship(node, current_top_level, all_entities)\n            elif node.type == \"subscript_expression\":\n                self._extract_subscript_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"type_annotation\":\n                self._extract_type_relationship(node, current_top_level, all_entities)\n            elif node.type == \"type_arguments\":\n                self._extract_type_arguments_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"extends_clause\":\n                self._extract_inheritance_relationship(node, current_top_level, all_entities)\n            elif node.type == \"implements_clause\":\n                self._extract_inheritance_relationship(node, current_top_level, all_entities)\n\n        for child in node.children:\n            self._traverse_for_relationships(child, all_entities, current_top_level)\n    \n    def _is_new_top_level(self, node) -> bool:\n        return node.type in [\n            \"function_declaration\", \"generator_function_declaration\", \n            \"class_declaration\", \"abstract_class_declaration\",\n            \"interface_declaration\", \"type_alias_declaration\", \"enum_declaration\",\n            \"export_statement\"\n        ]\n    \n    def _get_top_level_name(self, node) -> Optional[str]:\n        result = None\n        if node.type in [\"function_declaration\", \"generator_function_declaration\"]:\n            name_node = self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\", \"type_alias_declaration\"]:\n            name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type == \"enum_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type == \"export_statement\":\n            if self._find_child_by_type(node, \"default\"):\n                call_expr = self._find_child_by_type(node, \"call_expression\")\n                if call_expr:\n                    identifier = self._find_child_by_type(call_expr, \"identifier\")\n                    if identifier:\n                        return self._get_node_text(identifier)\n                return \"default_export\"\n            else:\n                func_decl = self._find_child_by_type(node, \"function_declaration\")\n                class_decl = self._find_child_by_type(node, \"class_declaration\")\n                lexical_decl = self._find_child_by_type(node, \"lexical_declaration\")\n                \n                if func_decl:\n                    name_node = self._find_child_by_type(func_decl, \"identifier\")\n                    if name_node:\n                        result = self._get_node_text(name_node)  \n                elif class_decl:\n                    name_node = self._find_child_by_type(class_decl, \"type_identifier\")\n                    if name_node:\n                        result = self._get_node_text(name_node)  \n                elif lexical_decl:\n                    var_declarator = self._find_child_by_type(lexical_decl, \"variable_declarator\")\n                    if var_declarator:\n                        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                        if name_node:\n                            result = self._get_node_text(name_node)  \n                else:\n                    result = \"unnamed_export\"\n        elif node.type in [\"lexical_declaration\", \"variable_declaration\"]:\n            # const/let/var declarations\n            var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n            if var_declarator:\n                name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                result = self._get_node_text(name_node) if name_node else None\n            else:\n                result = None\n        else:\n            result = None\n        \n        return result\n\n    def _extract_call_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            callee_name = self._extract_callee_name(node)\n            \n            if not callee_name or self._is_builtin_function(callee_name):\n                return\n            \n            call_text = self._get_node_text(node)\n            is_method_call = \"this.\" in call_text or \"super.\" in call_text\n            \n            if is_method_call:\n                current_class = None\n                for entity_name, entity_data in all_entities.items():\n                    if (entity_data.get('type') == 'class' and \n                        caller_name in entity_name): \n                        current_class = entity_name\n                        break\n                \n                if current_class and callee_name in all_entities:\n                    callee_entity = all_entities[callee_name]\n                    if (callee_entity.get('subtype') == 'method' and \n                        callee_name in current_class):\n                        return\n              \n            if callee_name in self.top_level_nodes:\n                self._add_relationship(caller_name, callee_name, call_line)\n            elif callee_name not in all_entities:\n                self._add_relationship(caller_name, callee_name, call_line)\n            elif callee_name in all_entities:\n                entity_data = all_entities[callee_name]\n                if self._is_actually_top_level(entity_data):\n                    self._add_relationship(caller_name, callee_name, call_line)\n                else:\n                    logger.debug(f\"Ignoring nested call: {caller_name} -> {callee_name} (local/nested)\")\n            else:\n                logger.debug(f\"Ignoring unknown call: {caller_name} -> {callee_name}\")\n                \n        except Exception as e:\n            logger.debug(f\"Error extracting call relationship: {e}\")\n\n    def _extract_new_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            if node.children:\n                constructor_node = None\n                for child in node.children:\n                    if child.type not in ['new', 'type_arguments', 'arguments']:\n                        constructor_node = child\n                        break\n                \n                if constructor_node:\n                    constructor_name = self._get_node_text(constructor_node)\n                    \n                    if constructor_name and not self._is_builtin_function(constructor_name):\n                        self._add_relationship(caller_name, constructor_name, call_line)\n\n        except Exception as e:\n            logger.debug(f\"Error extracting new relationship: {e}\")\n\n    def _extract_member_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            property_node = self._find_child_by_type(node, \"property_identifier\")\n            if property_node:\n                property_name = self._get_node_text(property_node)\n                if property_name and not self._is_builtin_function(property_name):\n                    self._add_relationship(caller_name, property_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting member relationship: {e}\")\n\n    def _extract_subscript_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        pass\n\n    def _extract_type_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            type_identifiers = []\n            self._find_all_type_identifiers(node, type_identifiers)\n            \n            call_line = node.start_point[0] + 1\n            \n            for type_node in type_identifiers:\n                type_name = self._get_node_text(type_node)\n                \n                if self._is_builtin_type(type_name):\n                    continue\n                \n                if type_name in all_entities:\n                    target_name = self._resolve_to_top_level(type_name, all_entities)\n                    if target_name and target_name in self.top_level_nodes:\n                        self._add_relationship(caller_name, target_name, call_line)\n                else:\n                    self._add_relationship(caller_name, type_name, call_line)\n                    \n        except Exception as e:\n            logger.debug(f\"Error extracting type relationship: {e}\")\n    \n    def _find_all_type_identifiers(self, node, type_identifiers: list) -> None:\n        if node.type == \"type_identifier\":\n            type_identifiers.append(node)\n        \n        for child in node.children:\n            self._find_all_type_identifiers(child, type_identifiers)\n    \n    def _extract_type_arguments_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            for child in node.children:\n                if child.type == \"type_identifier\":\n                    type_name = self._get_node_text(child)\n                    if type_name in all_entities:\n                        target_name = self._resolve_to_top_level(type_name, all_entities)\n                        if target_name and target_name in self.top_level_nodes:\n                            call_line = node.start_point[0] + 1\n                            self._add_relationship(caller_name, target_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting type arguments relationship: {e}\")\n    \n    def _extract_inheritance_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        \"\"\"Extract inheritance/implementation relationships\"\"\"\n        try:\n            for child in node.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_name = self._get_node_text(child)\n                    if base_name in all_entities:\n                        target_name = self._resolve_to_top_level(base_name, all_entities)\n                        if target_name and target_name in self.top_level_nodes:\n                            call_line = node.start_point[0] + 1\n                            self._add_relationship(caller_name, target_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting inheritance relationship: {e}\")\n\n    def _resolve_to_top_level(self, entity_name: str, all_entities: dict) -> Optional[str]:\n        if entity_name in self.top_level_nodes:\n            return entity_name\n        \n        entity_data = all_entities.get(entity_name)\n        if entity_data and entity_data.get('depth', 0) > 2:\n            return None\n        \n        return entity_name if entity_name in self.top_level_nodes else None\n\n    def _add_relationship(self, caller_name: str, callee_name: str, call_line: int) -> None:\n        caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n        callee_id = f\"{self._get_relative_path()}::{callee_name}\"  \n        \n        relationship = CallRelationship(\n            caller=caller_id,\n            callee=callee_id,\n            call_line=call_line,\n            is_resolved=False,  \n        )\n        self.call_relationships.append(relationship)\n\n    def _extract_callee_name(self, call_node) -> Optional[str]:\n        if call_node.children:\n            callee_node = call_node.children[0]\n\n            if callee_node.type == \"identifier\":\n                return self._get_node_text(callee_node)\n            elif callee_node.type == \"member_expression\":\n                return self._get_node_text(callee_node)\n        return None\n\n    def _is_builtin_type(self, name: str) -> bool:\n        \"\"\"Check if type name is a TypeScript/JavaScript built-in type.\"\"\"\n        builtin_types = {\n            # Primitive types\n            \"string\", \"number\", \"boolean\", \"object\", \"undefined\", \"null\", \"void\", \"never\", \"any\", \"unknown\"\n        }\n        return name in builtin_types\n\n    def _is_builtin_function(self, name: str) -> bool:\n        builtins = {}\n        return name in builtins\n\n    def _find_child_by_type(self, node, node_type: str):\n        for child in node.children:\n            if child.type == node_type:\n                return child\n        return None\n\n    def _get_node_text(self, node) -> str:\n        start_byte = node.start_byte\n        end_byte = node.end_byte\n        return self.content.encode(\"utf8\")[start_byte:end_byte].decode(\"utf8\")",
     "start_line": 17,
@@ -4216,18 +4134,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class TreeSitterTSAnalyzer",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter": {
-    "id": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter",
     "name": "analyze_typescript_file_treesitter",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::TreeSitterTSAnalyzer"
+      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer"
     ],
     "source_code": "def analyze_typescript_file_treesitter(\n    file_path: str, content: str, repo_path: str = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    try:\n        logger.debug(f\"Tree-sitter TS analysis for {file_path}\")\n        analyzer = TreeSitterTSAnalyzer(file_path, content, repo_path)\n        analyzer.analyze()\n        logger.debug(\n            f\"Found {len(analyzer.nodes)} top-level nodes, {len(analyzer.call_relationships)} calls\"\n        )\n        return analyzer.nodes, analyzer.call_relationships\n    except Exception as e:\n        logger.error(f\"Error in tree-sitter TS analysis for {file_path}: {e}\", exc_info=True)\n        return [], []",
     "start_line": 968,
@@ -4243,20 +4161,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function analyze_typescript_file_treesitter",
-    "component_id": "codewiki/src/be/dependency_analyzer/analyzers/typescript.py::analyze_typescript_file_treesitter",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser": {
-    "id": "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
+  "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser",
     "name": "DependencyParser",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/ast_parser.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/ast_parser.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\ast_parser.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/analysis_service.py::AnalysisService",
-      "codewiki/src/be/dependency_analyzer/models/core.py::Node",
-      "codewiki/cli/utils/errors.py::info"
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService"
     ],
     "source_code": "class DependencyParser:\n    \"\"\"Parser for extracting code components from multi-language repositories.\"\"\"\n    \n    def __init__(self, repo_path: str, include_patterns: List[str] = None, exclude_patterns: List[str] = None):\n        \"\"\"\n        Initialize the dependency parser.\n        \n        Args:\n            repo_path: Path to the repository\n            include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n            exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\"])\n        \"\"\"\n        self.repo_path = os.path.abspath(repo_path)\n        self.components: Dict[str, Node] = {}\n        self.modules: Set[str] = set()\n        self.include_patterns = include_patterns\n        self.exclude_patterns = exclude_patterns\n        \n        self.analysis_service = AnalysisService()\n\n    def parse_repository(self, filtered_folders: List[str] = None) -> Dict[str, Node]:\n        logger.debug(f\"Parsing repository at {self.repo_path}\")\n        \n        # Log custom patterns if set\n        if self.include_patterns:\n            logger.info(f\"Using custom include patterns: {self.include_patterns}\")\n        if self.exclude_patterns:\n            logger.info(f\"Using custom exclude patterns: {self.exclude_patterns}\")\n        \n        structure_result = self.analysis_service._analyze_structure(\n            self.repo_path, \n            include_patterns=self.include_patterns,\n            exclude_patterns=self.exclude_patterns\n        )\n        \n        call_graph_result = self.analysis_service._analyze_call_graph(\n            structure_result[\"file_tree\"], \n            self.repo_path\n        )\n        \n        self._build_components_from_analysis(call_graph_result)\n        \n        logger.debug(f\"Found {len(self.components)} components across {len(self.modules)} modules\")\n        return self.components\n    \n    def _build_components_from_analysis(self, call_graph_result: Dict):\n        functions = call_graph_result.get(\"functions\", [])\n        relationships = call_graph_result.get(\"relationships\", [])\n        \n        component_id_mapping = {}\n        \n        for func_dict in functions:\n            component_id = func_dict.get(\"id\", \"\")\n            if not component_id:\n                continue\n                \n            node = Node(\n                id=component_id,\n                name=func_dict.get(\"name\", \"\"),\n                component_type=func_dict.get(\"component_type\", func_dict.get(\"node_type\", \"function\")),\n                file_path=func_dict.get(\"file_path\", \"\"),\n                relative_path=func_dict.get(\"relative_path\", \"\"),\n                source_code=func_dict.get(\"source_code\", func_dict.get(\"code_snippet\", \"\")),\n                start_line=func_dict.get(\"start_line\", 0),\n                end_line=func_dict.get(\"end_line\", 0),\n                has_docstring=func_dict.get(\"has_docstring\", bool(func_dict.get(\"docstring\", \"\"))),\n                docstring=func_dict.get(\"docstring\", \"\") or \"\",\n                parameters=func_dict.get(\"parameters\", []),\n                node_type=func_dict.get(\"node_type\", \"function\"),\n                base_classes=func_dict.get(\"base_classes\"),\n                class_name=func_dict.get(\"class_name\"),\n                display_name=func_dict.get(\"display_name\", \"\"),\n                component_id=component_id\n            )\n            \n            self.components[component_id] = node\n            \n            component_id_mapping[component_id] = component_id\n            legacy_id = f\"{func_dict.get('file_path', '')}:{func_dict.get('name', '')}\"\n            if legacy_id and legacy_id != component_id:\n                component_id_mapping[legacy_id] = component_id\n            \n            if \"::\" in component_id:\n                file_path_part = component_id.split(\"::\")[0]\n                if file_path_part:\n                    self.modules.add(file_path_part)\n            elif \".\" in component_id:\n                module_parts = component_id.split(\".\")[:-1]\n                module_path = \".\".join(module_parts)\n                if module_path:\n                    self.modules.add(module_path)\n        \n        processed_relationships = 0\n        for rel_dict in relationships:\n            caller_id = rel_dict.get(\"caller\", \"\")\n            callee_id = rel_dict.get(\"callee\", \"\")\n            is_resolved = rel_dict.get(\"is_resolved\", False)\n            \n            caller_component_id = component_id_mapping.get(caller_id)\n            \n            callee_component_id = component_id_mapping.get(callee_id)\n            if not callee_component_id:\n                for comp_id, comp_node in self.components.items():\n                    if comp_node.name == callee_id:\n                        callee_component_id = comp_id\n                        break\n            \n            if caller_component_id and caller_component_id in self.components:\n                if callee_component_id:\n                    self.components[caller_component_id].depends_on.add(callee_component_id)\n                    processed_relationships += 1\n    \n    def _determine_component_type(self, func_dict: Dict) -> str:\n        if func_dict.get(\"is_method\", False):\n            return \"method\"\n        \n        node_type = func_dict.get(\"node_type\", \"\")\n        if node_type in [\"class\", \"interface\", \"struct\", \"enum\", \"record\", \"abstract class\", \"annotation\", \"delegate\"]:\n            return node_type\n            \n        return \"function\"\n    \n    def _file_to_module_path(self, file_path: str) -> str:\n        path = file_path\n        extensions = ['.py', '.js', '.ts', '.java', '.cs', '.cpp', '.hpp', '.h', '.c', '.tsx', '.jsx', '.cc', '.mjs', '.cxx', '.cc', '.cjs', '.kt', '.kts']\n        for ext in extensions:\n            if path.endswith(ext):\n                path = path[:-len(ext)]\n                break\n        return path.replace(os.path.sep, \".\")\n    \n    def save_dependency_graph(self, output_path: str):\n        result = {}\n        for component_id, component in self.components.items():\n            component_dict = component.model_dump()\n            if 'depends_on' in component_dict and isinstance(component_dict['depends_on'], set):\n                component_dict['depends_on'] = list(component_dict['depends_on'])\n            result[component_id] = component_dict\n        \n        dir_name = os.path.dirname(output_path)\n        if dir_name:\n            os.makedirs(dir_name, exist_ok=True)\n        \n        with open(output_path, 'w', encoding='utf-8') as f:\n            json.dump(result, f, indent=2, ensure_ascii=False)\n        \n        logger.debug(f\"Saved {len(self.components)} components to {output_path}\")\n        return result",
     "start_line": 18,
@@ -4268,22 +4186,22 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class DependencyParser",
-    "component_id": "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder": {
-    "id": "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+  "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
     "name": "DependencyGraphBuilder",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py",
     "depends_on": [
-      "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
-      "codewiki/src/be/dependency_analyzer/ast_parser.py::DependencyParser"
+      "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser",
+      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
+      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
+      "codewiki\\cli\\utils\\fs.py::ensure_directory",
+      "codewiki\\cli\\utils\\errors.py::warning"
     ],
     "source_code": "class DependencyGraphBuilder:\n    \"\"\"Handles dependency analysis and graph building.\"\"\"\n    \n    def __init__(self, config: Config):\n        self.config = config\n    \n    def build_dependency_graph(self) -> tuple[Dict[str, Any], List[str]]:\n        \"\"\"\n        Build and save dependency graph, returning components and leaf nodes.\n        \n        Returns:\n            Tuple of (components, leaf_nodes)\n        \"\"\"\n        # Ensure output directory exists\n        file_manager.ensure_directory(self.config.dependency_graph_dir)\n\n        # Prepare dependency graph path\n        repo_name = os.path.basename(os.path.normpath(self.config.repo_path))\n        sanitized_repo_name = ''.join(c if c.isalnum() else '_' for c in repo_name)\n        dependency_graph_path = os.path.join(\n            self.config.dependency_graph_dir, \n            f\"{sanitized_repo_name}_dependency_graph.json\"\n        )\n        filtered_folders_path = os.path.join(\n            self.config.dependency_graph_dir, \n            f\"{sanitized_repo_name}_filtered_folders.json\"\n        )\n\n        # Get custom include/exclude patterns from config\n        include_patterns = self.config.include_patterns if self.config.include_patterns else None\n        exclude_patterns = self.config.exclude_patterns if self.config.exclude_patterns else None\n        \n        parser = DependencyParser(\n            self.config.repo_path,\n            include_patterns=include_patterns,\n            exclude_patterns=exclude_patterns\n        )\n\n        filtered_folders = None\n        # if os.path.exists(filtered_folders_path):\n        #     logger.debug(f\"Loading filtered folders from {filtered_folders_path}\")\n        #     filtered_folders = file_manager.load_json(filtered_folders_path)\n        # else:\n        #     # Parse repository\n        #     filtered_folders = parser.filter_folders()\n        #     # Save filtered folders\n        #     file_manager.save_json(filtered_folders, filtered_folders_path)\n\n        # Parse repository\n        components = parser.parse_repository(filtered_folders)\n        \n        # Save dependency graph\n        parser.save_dependency_graph(dependency_graph_path)\n        \n        # Build graph for traversal\n        graph = build_graph_from_components(components)\n        \n        # Get leaf nodes\n        leaf_nodes = get_leaf_nodes(graph, components)\n\n        # check if leaf_nodes are in components, only keep the ones that are in components\n        # and type is one of the following: class, interface, struct (or function for C-based projects)\n        \n        # Determine if we should include functions based on available component types\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n        \n        keep_leaf_nodes = []\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.warning(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                logger.warning(f\"Leaf node {leaf_node} not found in components, removing it\")\n        \n        return components, keep_leaf_nodes",
     "start_line": 12,
@@ -4295,16 +4213,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class DependencyGraphBuilder",
-    "component_id": "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult": {
-    "id": "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+  "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
     "name": "AnalysisResult",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/analysis.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/models/analysis.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py",
     "depends_on": [],
     "source_code": "class AnalysisResult(BaseModel):\n    \"\"\"Result of analyzing a repository\"\"\"\n\n    repository: Repository\n    functions: List[Node]\n    relationships: List[CallRelationship]\n    file_tree: Dict[str, Any]\n    summary: Dict[str, Any]\n    visualization: Dict[str, Any] = {}\n    readme_content: Optional[str] = None",
     "start_line": 6,
@@ -4318,16 +4236,16 @@
     ],
     "class_name": null,
     "display_name": "class AnalysisResult",
-    "component_id": "codewiki/src/be/dependency_analyzer/models/analysis.py::AnalysisResult",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection": {
-    "id": "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
+  "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection",
     "name": "NodeSelection",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/analysis.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/models/analysis.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py",
     "depends_on": [],
     "source_code": "class NodeSelection(BaseModel):\n    \"\"\"Selected nodes for partial export\"\"\"\n\n    selected_nodes: List[str] = []\n    include_relationships: bool = True\n    custom_names: Dict[str, str] = {}",
     "start_line": 18,
@@ -4341,16 +4259,16 @@
     ],
     "class_name": null,
     "display_name": "class NodeSelection",
-    "component_id": "codewiki/src/be/dependency_analyzer/models/analysis.py::NodeSelection",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/models/core.py::Node": {
-    "id": "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+  "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
     "name": "Node",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/core.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/models/core.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
     "depends_on": [],
     "source_code": "class Node(BaseModel):\n    id: str\n\n    name: str\n    \n    component_type: str\n    \n    file_path: str\n    \n    relative_path: str\n    \n    depends_on: Set[str] = set()\n    \n    source_code: Optional[str] = None\n    \n    start_line: int = 0\n\n    end_line: int = 0\n    \n    has_docstring: bool = False\n    \n    docstring: str = \"\"\n    \n    parameters: Optional[List[str]] = None\n\n    node_type: Optional[str] = None  \n\n    base_classes: Optional[List[str]] = None\n\n    class_name: Optional[str] = None\n\n    display_name: Optional[str] = None\n\n    component_id: Optional[str] = None\n\n    language: Optional[str] = None\n\n    qualified_name: Optional[str] = None\n\n    def get_display_name(self) -> str:\n        return self.display_name or self.name",
     "start_line": 7,
@@ -4364,16 +4282,16 @@
     ],
     "class_name": null,
     "display_name": "class Node",
-    "component_id": "codewiki/src/be/dependency_analyzer/models/core.py::Node",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship": {
-    "id": "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+  "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
     "name": "CallRelationship",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/core.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/models/core.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
     "depends_on": [],
     "source_code": "class CallRelationship(BaseModel):\n    caller: str\n\n    callee: str\n\n    call_line: Optional[int] = None\n\n    is_resolved: bool = False",
     "start_line": 50,
@@ -4387,16 +4305,16 @@
     ],
     "class_name": null,
     "display_name": "class CallRelationship",
-    "component_id": "codewiki/src/be/dependency_analyzer/models/core.py::CallRelationship",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/models/core.py::Repository": {
-    "id": "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
+  "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
     "name": "Repository",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/models/core.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/models/core.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
     "depends_on": [],
     "source_code": "class Repository(BaseModel):\n    url: str\n\n    name: str\n\n    clone_path: str\n    \n    analysis_id: str",
     "start_line": 60,
@@ -4410,16 +4328,16 @@
     ],
     "class_name": null,
     "display_name": "class Repository",
-    "component_id": "codewiki/src/be/dependency_analyzer/models/core.py::Repository",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles",
     "name": "detect_cycles",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [],
     "source_code": "def detect_cycles(graph: Dict[str, Set[str]]) -> List[List[str]]:\n    \"\"\"\n    Detect cycles in a dependency graph using Tarjan's algorithm to find\n    strongly connected components.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A list of lists, where each inner list contains the nodes in a cycle\n    \"\"\"\n    # Implementation of Tarjan's algorithm\n    index_counter = [0]\n    index = {}  # node -> index\n    lowlink = {}  # node -> lowlink value\n    onstack = set()  # nodes currently on the stack\n    stack = []  # stack of nodes\n    result = []  # list of cycles (strongly connected components)\n    \n    def strongconnect(node):\n        # Set the depth index for node\n        index[node] = index_counter[0]\n        lowlink[node] = index_counter[0]\n        index_counter[0] += 1\n        stack.append(node)\n        onstack.add(node)\n        \n        # Consider successors\n        for successor in graph.get(node, set()):\n            if successor not in index:\n                # Successor has not yet been visited; recurse on it\n                strongconnect(successor)\n                lowlink[node] = min(lowlink[node], lowlink[successor])\n            elif successor in onstack:\n                # Successor is on the stack and hence in the current SCC\n                lowlink[node] = min(lowlink[node], index[successor])\n        \n        # If node is a root node, pop the stack and generate an SCC\n        if lowlink[node] == index[node]:\n            # Start a new strongly connected component\n            scc = []\n            while True:\n                successor = stack.pop()\n                onstack.remove(successor)\n                scc.append(successor)\n                if successor == node:\n                    break\n            \n            # Only include SCCs with more than one node (actual cycles)\n            if len(scc) > 1:\n                result.append(scc)\n    \n    # Visit each node\n    for node in graph:\n        if node not in index:\n            strongconnect(node)\n    \n    return result",
     "start_line": 18,
@@ -4433,18 +4351,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function detect_cycles",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect",
     "name": "strongconnect",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect"
+      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect"
     ],
     "source_code": "    def strongconnect(node):\n        # Set the depth index for node\n        index[node] = index_counter[0]\n        lowlink[node] = index_counter[0]\n        index_counter[0] += 1\n        stack.append(node)\n        onstack.add(node)\n        \n        # Consider successors\n        for successor in graph.get(node, set()):\n            if successor not in index:\n                # Successor has not yet been visited; recurse on it\n                strongconnect(successor)\n                lowlink[node] = min(lowlink[node], lowlink[successor])\n            elif successor in onstack:\n                # Successor is on the stack and hence in the current SCC\n                lowlink[node] = min(lowlink[node], index[successor])\n        \n        # If node is a root node, pop the stack and generate an SCC\n        if lowlink[node] == index[node]:\n            # Start a new strongly connected component\n            scc = []\n            while True:\n                successor = stack.pop()\n                onstack.remove(successor)\n                scc.append(successor)\n                if successor == node:\n                    break\n            \n            # Only include SCCs with more than one node (actual cycles)\n            if len(scc) > 1:\n                result.append(scc)",
     "start_line": 38,
@@ -4458,18 +4376,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function strongconnect",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::strongconnect",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles",
     "name": "resolve_cycles",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::detect_cycles"
+      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles"
     ],
     "source_code": "def resolve_cycles(graph: Dict[str, Set[str]]) -> Dict[str, Set[str]]:\n    \"\"\"\n    Resolve cycles in a dependency graph by identifying strongly connected\n    components and breaking cycles.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A new acyclic graph with the same nodes but with cycles broken\n    \"\"\"\n    # Detect cycles (SCCs)\n    cycles = detect_cycles(graph)\n    \n    if not cycles:\n        logger.debug(\"No cycles detected in the dependency graph\")\n        return graph\n    \n    logger.debug(f\"Detected {len(cycles)} cycles in the dependency graph\")\n    \n    # Create a copy of the graph to modify\n    new_graph = {node: deps.copy() for node, deps in graph.items()}\n    \n    # Process each cycle\n    for i, cycle in enumerate(cycles):\n        logger.debug(f\"Cycle {i+1}: {' -> '.join(cycle)}\")\n        \n        # Strategy: Break the cycle by removing the \"weakest\" dependency\n        # Here, we just arbitrarily remove the last edge to make the graph acyclic\n        # In a real-world scenario, you might use heuristics to determine which edge to break\n        # For example, removing edges between different modules before edges within the same module\n        for j in range(len(cycle) - 1):\n            current = cycle[j]\n            next_node = cycle[j + 1]\n            \n            if next_node in new_graph[current]:\n                logger.debug(f\"Breaking cycle by removing dependency: {current} -> {next_node}\")\n                new_graph[current].remove(next_node)\n                break\n    \n    return new_graph",
     "start_line": 78,
@@ -4483,19 +4401,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function resolve_cycles",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort",
     "name": "topological_sort",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
-      "codewiki/cli/utils/errors.py::warning"
+      "codewiki\\cli\\utils\\errors.py::warning",
+      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles"
     ],
     "source_code": "def topological_sort(graph: Dict[str, Set[str]]) -> List[str]:\n    \"\"\"\n    Perform a topological sort on a dependency graph.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A list of nodes in topological order (dependencies first)\n    \"\"\"\n    # First, check for and resolve cycles\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Initialize in-degree counter for all nodes\n    in_degree = {node: 0 for node in acyclic_graph}\n    \n    # Count in-degrees\n    for node, dependencies in acyclic_graph.items():\n        for dep in dependencies:\n            if dep in in_degree:\n                in_degree[dep] += 1\n    \n    # Queue of nodes with no dependencies (in-degree of 0)\n    queue = deque([node for node, degree in in_degree.items() if degree == 0])\n    \n    # Result list to store the topological order\n    result = []\n    \n    # Process nodes in topological order\n    while queue:\n        node = queue.popleft()\n        result.append(node)\n        \n        # Reduce in-degree for each node that depends on the current node\n        for dependent, deps in acyclic_graph.items():\n            if node in deps:\n                in_degree[dependent] -= 1\n                if in_degree[dependent] == 0:\n                    queue.append(dependent)\n    \n    # Check if the sort was successful (all nodes included)\n    if len(result) != len(acyclic_graph):\n        logger.warning(\"Topological sort failed: graph has cycles that weren't resolved\")\n        # Return all nodes in some order to avoid breaking the process\n        return list(acyclic_graph.keys())\n    \n    # Reverse the result to get dependencies first\n    return result[::-1]",
     "start_line": 121,
@@ -4509,19 +4427,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function topological_sort",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::topological_sort",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs",
     "name": "dependency_first_dfs",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles",
-      "codewiki/cli/utils/errors.py::warning"
+      "codewiki\\cli\\utils\\errors.py::warning",
+      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles"
     ],
     "source_code": "def dependency_first_dfs(graph: Dict[str, Set[str]]) -> List[str]:\n    \"\"\"\n    Perform a depth-first traversal of the dependency graph, starting from root nodes\n    that have no dependencies.\n    \n    The graph uses natural dependency direction:\n    - If A depends on B, the graph has an edge A → B\n    - This means an edge from X to Y represents \"X depends on Y\"\n    - Root nodes (nodes with no incoming edges/dependencies) are processed first,\n      followed by nodes that depend on them\n    \n    Args:\n        graph: A dependency graph with natural direction (A→B if A depends on B)\n    \n    Returns:\n        A list of nodes in an order where dependencies come before their dependents\n    \"\"\"\n    # First, resolve cycles to ensure we have a DAG\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Find root nodes (nodes with no dependencies)\n    root_nodes = []\n    # Create a reverse graph to easily check if a node has incoming edges\n    has_incoming_edge = {node: False for node in acyclic_graph}\n    \n    for node, deps in acyclic_graph.items():\n        for dep in deps:\n            has_incoming_edge[dep] = True\n    \n    # Nodes with no incoming edges are root nodes\n    for node in acyclic_graph:\n        if not has_incoming_edge.get(node, False) and node in acyclic_graph:\n            root_nodes.append(node)\n    \n    if not root_nodes:\n        logger.warning(\"No root nodes found in the graph, using arbitrary starting point\")\n        root_nodes = list(acyclic_graph.keys())[:1]  # Use the first node as starting point\n    \n    # Track visited nodes\n    visited = set()\n    result = []\n    \n    # DFS function that processes dependencies first\n    def dfs(node):\n        if node in visited:\n            return\n        visited.add(node)\n        \n        # Visit all dependencies first\n        for dep in sorted(acyclic_graph.get(node, set())):\n            dfs(dep)\n        \n        # Add this node to the result after all its dependencies\n        result.append(node)\n    \n    # Start DFS from each root node\n    for root in sorted(root_nodes):\n        dfs(root)\n    \n    # Check if all nodes were visited\n    if len(result) != len(acyclic_graph):\n        # Some nodes weren't visited - try to visit remaining nodes\n        for node in sorted(acyclic_graph.keys()):\n            if node not in visited:\n                dfs(node)\n    \n    return result",
     "start_line": 171,
@@ -4535,18 +4453,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function dependency_first_dfs",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::dependency_first_dfs",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs",
     "name": "dfs",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs"
+      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs"
     ],
     "source_code": "    def dfs(node):\n        if node in visited:\n            return\n        visited.add(node)\n        \n        # Visit all dependencies first\n        for dep in sorted(acyclic_graph.get(node, set())):\n            dfs(dep)\n        \n        # Add this node to the result after all its dependencies\n        result.append(node)",
     "start_line": 214,
@@ -4560,16 +4478,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function dfs",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::dfs",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
     "name": "build_graph_from_components",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [],
     "source_code": "def build_graph_from_components(components: Dict[str, Any]) -> Dict[str, Set[str]]:\n    \"\"\"\n    Build a dependency graph from a collection of code components.\n    \n    The graph uses the natural dependency direction:\n    - If A depends on B, we create an edge A → B\n    - This means an edge from node X to node Y represents \"X depends on Y\"\n    - Root nodes (nodes with no dependencies) are components that don't depend on anything\n    \n    Args:\n        components: A dictionary of code components, where each component\n                   has a 'depends_on' attribute\n    \n    Returns:\n        A dependency graph with natural dependency direction\n    \"\"\"\n    graph = {}\n    \n    for comp_id, component in components.items():\n        # Initialize the node's adjacency list\n        if comp_id not in graph:\n            graph[comp_id] = set()\n        \n        # Add dependencies\n        for dep_id in component.depends_on:\n            # Only include dependencies that are actual components in our repository\n            if dep_id in components:\n                graph[comp_id].add(dep_id)\n    \n    return graph ",
     "start_line": 239,
@@ -4583,18 +4501,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function build_graph_from_components",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::build_graph_from_components",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
     "name": "get_leaf_nodes",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/topo_sort.py::resolve_cycles"
+      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles"
     ],
     "source_code": "def get_leaf_nodes(graph: Dict[str, Set[str]], components: Dict[str, Node]) -> List[str]:\n    \"\"\"\n    Find leaf nodes (nodes that no other nodes depend on) and build dependency trees\n    showing the full dependency chain from each leaf back to the ultimate dependencies.\n    \n    The graph uses natural dependency direction:\n    - If A depends on B, the graph has an edge A → B\n    - Leaf nodes are nodes that appear in no other node's dependency set\n    - Each tree shows the dependency chain: leaf → its dependencies → their dependencies, etc.\n    \n    Args:\n        graph: A dependency graph with natural direction (A→B if A depends on B)\n    \n    Returns:\n        A list of leaf nodes\n    \"\"\"\n    # First, resolve cycles to ensure we have a DAG\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Find leaf nodes (nodes that no other nodes depend on)\n    leaf_nodes = set(acyclic_graph.keys())\n\n    \n    \n    def concise_node(leaf_nodes: Set[str]) -> Set[str]:\n        concise_leaf_nodes = set()\n        for node in leaf_nodes:\n            if node.endswith(\"__init__\"):\n                # replace by class name\n                concise_leaf_nodes.add(node.replace(\".__init__\", \"\"))\n            else:\n                concise_leaf_nodes.add(node)\n        \n        keep_leaf_nodes = []\n        \n        # Determine if we should include functions based on available component types\n        # For C-based projects, we need to include functions since they don't have classes\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.debug(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                # logger.debug(f\"Leaf node {leaf_node} not found in components, removing it\")\n                pass\n\n        return keep_leaf_nodes\n\n    concise_leaf_nodes = concise_node(leaf_nodes)\n    if len(concise_leaf_nodes) >= 400:\n        logger.debug(f\"Leaf nodes are too many ({len(concise_leaf_nodes)}), removing dependencies of other nodes\")\n        # Remove nodes that are dependencies of other nodes\n        for node, deps in acyclic_graph.items():\n            for dep in deps:\n                leaf_nodes.discard(dep)\n        \n        concise_leaf_nodes = concise_node(leaf_nodes)\n    \n    if not leaf_nodes:\n        logger.warning(\"No leaf nodes found in the graph\")\n        return []\n    \n    return concise_leaf_nodes ",
     "start_line": 271,
@@ -4609,16 +4527,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_leaf_nodes",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::get_leaf_nodes",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node": {
-    "id": "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
+  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node",
     "name": "concise_node",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/topo_sort.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/topo_sort.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
     "depends_on": [],
     "source_code": "    def concise_node(leaf_nodes: Set[str]) -> Set[str]:\n        concise_leaf_nodes = set()\n        for node in leaf_nodes:\n            if node.endswith(\"__init__\"):\n                # replace by class name\n                concise_leaf_nodes.add(node.replace(\".__init__\", \"\"))\n            else:\n                concise_leaf_nodes.add(node)\n        \n        keep_leaf_nodes = []\n        \n        # Determine if we should include functions based on available component types\n        # For C-based projects, we need to include functions since they don't have classes\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.debug(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                # logger.debug(f\"Leaf node {leaf_node} not found in components, removing it\")\n                pass\n\n        return keep_leaf_nodes",
     "start_line": 295,
@@ -4632,16 +4550,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function concise_node",
-    "component_id": "codewiki/src/be/dependency_analyzer/topo_sort.py::concise_node",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
     "name": "is_macro_name",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
     "depends_on": [],
     "source_code": "def is_macro_name(token: str) -> bool:\n    \"\"\"Heuristic: an ALL_CAPS identifier (with an underscore or 4+ chars) reads\n    as a macro by C/C++ naming convention, not a function or type. Macros are\n    never extracted as components, so a call to one can never resolve to a\n    project function. This is consulted only after project resolution has had\n    its chance, so a genuine ALL_CAPS project component still matches first.\"\"\"\n    if not token or not _ALL_CAPS_RE.match(token):\n        return False\n    return (len(token) >= 4 or \"_\" in token) and token not in NON_MACRO_UPPER",
     "start_line": 335,
@@ -4655,16 +4573,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_macro_name",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_macro_name",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol",
     "name": "normalize_symbol",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
     "depends_on": [],
     "source_code": "def normalize_symbol(symbol: str) -> str:\n    \"\"\"Return a comparable symbol name from an ID, qualified name, or call target.\"\"\"\n    if not symbol:\n        return \"\"\n    normalized = symbol.strip()\n    if \"::\" in normalized and not normalized.startswith(\"std::\"):\n        normalized = normalized.split(\"::\")[-1]\n    normalized = normalized.split(\"(\")[0]\n    normalized = normalized.strip(\"&*[] \")\n    if \".\" in normalized:\n        normalized = normalized.split(\".\")[-1]\n    if \"::\" in normalized:\n        normalized = normalized.split(\"::\")[-1]\n    return normalized",
     "start_line": 346,
@@ -4678,18 +4596,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function normalize_symbol",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
     "name": "is_external_symbol",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::normalize_symbol"
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol"
     ],
     "source_code": "def is_external_symbol(language: str | None, symbol: str) -> bool:\n    \"\"\"Check whether a callee is a known external/runtime symbol.\n\n    Classification is layered, from most general to most specific:\n      1. Namespace prefix rules (``java.``/``javax.``/``std::``/...), which hold\n         for any project regardless of which third-party libraries it uses.\n      2. The curated language standard-library sets, which encode only true\n         language-level knowledge (libc, STL members, java.lang types).\n\n    A dotted Java name that survives the prefix rules is qualified to some\n    non-JDK package; whether that package belongs to the project is decided by\n    the resolver's project-package check, not by simple-name matching here.\n    \"\"\"\n    if not symbol:\n        return False\n\n    if symbol.startswith((\"java.\", \"javax.\", \"jdk.\", \"sun.\")):\n        return True\n    if symbol.startswith(\"std::\"):\n        return True\n\n    if language == \"java\":\n        if \".\" in symbol:\n            return False\n        return symbol in JAVA_EXTERNAL_SYMBOLS\n\n    normalized = normalize_symbol(symbol)\n    if language == \"cpp\":\n        return normalized in CPP_EXTERNAL_SYMBOLS\n    if language == \"c\":\n        return normalized in C_EXTERNAL_SYMBOLS\n    return False",
     "start_line": 362,
@@ -4704,16 +4622,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_external_symbol",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/external_symbols.py::is_external_symbol",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
     "name": "ColoredFormatter",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/logging_config.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
     "depends_on": [],
     "source_code": "class ColoredFormatter(logging.Formatter):\n    \"\"\"Custom formatter with colored output for better readability.\n    \n    This formatter adds colors to different log levels and components:\n    - Log levels are colored based on severity\n    - Timestamps are shown in blue\n    - Module names are shown in magenta\n    - Messages are shown in the default terminal color\n    \"\"\"\n    \n    # Define colors for different log levels\n    COLORS = {\n        'DEBUG': Fore.BLUE,\n        'INFO': Fore.CYAN,\n        'WARNING': Fore.YELLOW,\n        'ERROR': Fore.RED,\n        'CRITICAL': Fore.RED + Style.BRIGHT,\n    }\n    \n    # Define colors for different components\n    COMPONENT_COLORS = {\n        'timestamp': Fore.BLUE,\n        'module': Fore.MAGENTA,\n        'reset': Style.RESET_ALL,\n    }\n    \n    def format(self, record):\n        \"\"\"Format log record with colors.\"\"\"\n        # Get the color for this log level\n        level_color = self.COLORS.get(record.levelname, '')\n        \n        # Format timestamp\n        timestamp = self.formatTime(record, '%H:%M:%S')\n        colored_timestamp = f\"{self.COMPONENT_COLORS['timestamp']}[{timestamp}]{self.COMPONENT_COLORS['reset']}\"\n        \n        # Format log level with color\n        colored_level = f\"{level_color}{record.levelname:8}{self.COMPONENT_COLORS['reset']}\"\n        \n        # Format the message with the same color as the log level\n        message = record.getMessage()\n        colored_message = f\"{level_color}{message}{self.COMPONENT_COLORS['reset']}\"\n        \n        # Combine all parts (without module name column)\n        log_line = f\"{colored_timestamp} {colored_level} {colored_message}\"\n        \n        # Handle exceptions\n        if record.exc_info:\n            log_line += \"\\n\" + self.formatException(record.exc_info)\n        \n        return log_line",
     "start_line": 35,
@@ -4727,18 +4645,18 @@
     ],
     "class_name": null,
     "display_name": "class ColoredFormatter",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_logging": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_logging",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging",
     "name": "setup_logging",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/logging_config.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter"
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter"
     ],
     "source_code": "def setup_logging(level=logging.INFO):\n    \"\"\"\n    Set up logging configuration with colored output.\n    \n    Args:\n        level: Logging level (default: logging.INFO)\n    \"\"\"\n    # Create console handler\n    console_handler = logging.StreamHandler(sys.stdout)\n    console_handler.setLevel(level)\n    \n    # Set colored formatter\n    colored_formatter = ColoredFormatter()\n    console_handler.setFormatter(colored_formatter)\n    \n    # Configure root logger\n    root_logger = logging.getLogger()\n    root_logger.setLevel(level)\n    \n    # Remove existing handlers to avoid duplicates\n    root_logger.handlers.clear()\n    \n    # Add our console handler\n    root_logger.addHandler(console_handler)",
     "start_line": 87,
@@ -4752,18 +4670,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function setup_logging",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_logging",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_module_logging": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_module_logging",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging",
     "name": "setup_module_logging",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/logging_config.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/logging_config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/logging_config.py::ColoredFormatter"
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter"
     ],
     "source_code": "def setup_module_logging(module_name: str, level=logging.INFO):\n    \"\"\"\n    Set up logging for a specific module with colored output.\n    \n    Args:\n        module_name: Name of the module to configure logging for\n        level: Logging level (default: logging.INFO)\n    \"\"\"\n    logger = logging.getLogger(module_name)\n    logger.setLevel(level)\n    \n    # Create console handler\n    console_handler = logging.StreamHandler(sys.stdout)\n    console_handler.setLevel(level)\n    \n    # Set colored formatter\n    colored_formatter = ColoredFormatter()\n    console_handler.setFormatter(colored_formatter)\n    \n    # Remove existing handlers\n    logger.handlers.clear()\n    \n    # Add console handler\n    logger.addHandler(console_handler)\n    \n    # Prevent propagation to avoid duplicate logs\n    logger.propagate = False\n    \n    return logger",
     "start_line": 113,
@@ -4778,16 +4696,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function setup_module_logging",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/logging_config.py::setup_module_logging",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/patterns.py::get_function_patterns_for_language": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::get_function_patterns_for_language",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language",
     "name": "get_function_patterns_for_language",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
     "depends_on": [],
     "source_code": "def get_function_patterns_for_language(language: str) -> list:\n    \"\"\"\n    Get function definition patterns for a specific language.\n\n    Args:\n        language: Programming language name\n\n    Returns:\n        List of function definition patterns for the language\n    \"\"\"\n    return FUNCTION_DEFINITION_PATTERNS.get(\n        language.lower(), FUNCTION_DEFINITION_PATTERNS[\"general\"]\n    )",
     "start_line": 460,
@@ -4801,16 +4719,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_function_patterns_for_language",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::get_function_patterns_for_language",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_file": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_file",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file",
     "name": "is_entry_point_file",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
     "depends_on": [],
     "source_code": "def is_entry_point_file(filename: str) -> bool:\n    \"\"\"\n    Check if a filename matches entry point patterns.\n\n    Args:\n        filename: Name of the file to check\n\n    Returns:\n        True if the file is likely an entry point\n    \"\"\"\n    filename_lower = filename.lower()\n\n    # Exact match\n    if filename_lower in ENTRY_POINT_PATTERNS:\n        return True\n\n    # Partial name matching for flexibility\n    for pattern in ENTRY_POINT_NAME_PATTERNS:\n        if pattern in filename_lower and any(\n            ext in filename_lower for ext in [\".py\", \".js\", \".ts\", \".go\", \".rs\", \".c\", \".cpp\"]\n        ):\n            return True\n\n    return False",
     "start_line": 475,
@@ -4824,16 +4742,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_entry_point_file",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_file",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path",
     "name": "is_entry_point_path",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
     "depends_on": [],
     "source_code": "def is_entry_point_path(filepath: str) -> bool:\n    \"\"\"\n    Check if a file path matches entry point path patterns.\n\n    Args:\n        filepath: Full path of the file to check\n\n    Returns:\n        True if the path suggests an entry point\n    \"\"\"\n    filepath_lower = filepath.lower()\n\n    for pattern in ENTRY_POINT_PATH_PATTERNS:\n        if pattern in filepath_lower:\n            return True\n\n    return False",
     "start_line": 501,
@@ -4847,16 +4765,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_entry_point_path",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/patterns.py::has_high_connectivity_potential": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::has_high_connectivity_potential",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential",
     "name": "has_high_connectivity_potential",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
     "depends_on": [],
     "source_code": "def has_high_connectivity_potential(filename: str, filepath: str) -> bool:\n    \"\"\"\n    Check if a file has high connectivity potential based on name and path.\n\n    Args:\n        filename: Name of the file\n        filepath: Full path of the file\n\n    Returns:\n        True if the file likely has high connectivity\n    \"\"\"\n    filename_lower = filename.lower()\n    filepath_lower = filepath.lower()\n\n    # Check filename patterns\n    if any(pattern in filename_lower for pattern in HIGH_CONNECTIVITY_PATTERNS):\n        return True\n\n    # Check filepath patterns\n    if any(pattern in filepath_lower for pattern in HIGH_CONNECTIVITY_PATTERNS):\n        return True\n\n    # Check source directory patterns\n    if any(pattern in filepath_lower for pattern in SOURCE_DIRECTORY_PATTERNS):\n        return True\n\n    return False",
     "start_line": 520,
@@ -4871,16 +4789,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function has_high_connectivity_potential",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::has_high_connectivity_potential",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_critical_function": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_critical_function",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function",
     "name": "is_critical_function",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
     "depends_on": [],
     "source_code": "def is_critical_function(func_name: str, code_snippet: Optional[str] = None) -> bool:\n    \"\"\"\n    Check if a function is critical based on name and code patterns.\n\n    Args:\n        func_name: Name of the function\n        code_snippet: Optional code snippet to analyze\n\n    Returns:\n        True if the function is considered critical\n    \"\"\"\n    # Check critical function names\n    if func_name.lower() in CRITICAL_FUNCTION_NAMES:\n        return True\n\n    # Check export patterns in code snippet\n    if code_snippet:\n        snippet_lower = code_snippet.lower()\n        if any(pattern in snippet_lower for pattern in EXPORT_PATTERNS):\n            return True\n\n    return False",
     "start_line": 549,
@@ -4895,18 +4813,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_critical_function",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_critical_function",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_entry_points": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_entry_points",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points",
     "name": "find_fallback_entry_points",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/patterns.py::is_entry_point_path"
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path"
     ],
     "source_code": "def find_fallback_entry_points(code_files: List[Dict], max_files: int = 5) -> List[Dict]:\n    \"\"\"\n    Find fallback entry points when standard patterns don't match.\n\n    Args:\n        code_files: List of all code files\n        max_files: Maximum number of fallback files to return\n\n    Returns:\n        List of files that could serve as entry points\n    \"\"\"\n    fallback_files = []\n\n    # Try fallback name patterns\n    for file_info in code_files:\n        filename = file_info[\"name\"].lower()\n        filepath = file_info[\"path\"].lower()\n\n        # Check for any main-like files\n        if any(pattern in filename for pattern in [\"main\", \"app\", \"server\", \"start\", \"index\"]):\n            fallback_files.append(file_info)\n\n        # Check for entry point paths\n        elif is_entry_point_path(filepath):\n            fallback_files.append(file_info)\n\n    # If still nothing, try files in root or common directories\n    if not fallback_files:\n        for file_info in code_files:\n            filepath = file_info[\"path\"]\n            # Files in root directory or immediate subdirectories\n            if filepath.count(\"/\") <= 1:\n                fallback_files.append(file_info)\n\n    # Sort by likelihood (prefer shorter paths, common names)\n    def fallback_priority(file_info):\n        path = file_info[\"path\"].lower()\n        name = file_info[\"name\"].lower()\n\n        score = 0\n        # Prefer shorter paths (closer to root)\n        score -= path.count(\"/\")\n        # Prefer common entry point names\n        if any(pattern in name for pattern in [\"main\", \"app\", \"index\"]):\n            score -= 10\n        # Prefer certain extensions\n        if any(ext in name for ext in [\".py\", \".js\", \".go\", \".rs\"]):\n            score -= 5\n\n        return score\n\n    fallback_files.sort(key=fallback_priority)\n    return fallback_files[:max_files]",
     "start_line": 573,
@@ -4921,16 +4839,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function find_fallback_entry_points",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_entry_points",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/patterns.py::fallback_priority": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::fallback_priority",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority",
     "name": "fallback_priority",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
     "depends_on": [],
     "source_code": "    def fallback_priority(file_info):\n        path = file_info[\"path\"].lower()\n        name = file_info[\"name\"].lower()\n\n        score = 0\n        # Prefer shorter paths (closer to root)\n        score -= path.count(\"/\")\n        # Prefer common entry point names\n        if any(pattern in name for pattern in [\"main\", \"app\", \"index\"]):\n            score -= 10\n        # Prefer certain extensions\n        if any(ext in name for ext in [\".py\", \".js\", \".go\", \".rs\"]):\n            score -= 5\n\n        return score",
     "start_line": 608,
@@ -4944,16 +4862,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function fallback_priority",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::fallback_priority",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_connectivity_files": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_connectivity_files",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files",
     "name": "find_fallback_connectivity_files",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/patterns.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/patterns.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
     "depends_on": [],
     "source_code": "def find_fallback_connectivity_files(code_files: List[Dict], max_files: int = 10) -> List[Dict]:\n    \"\"\"\n    Find fallback high-connectivity files when standard patterns don't match.\n\n    Args:\n        code_files: List of all code files\n        max_files: Maximum number of fallback files to return\n\n    Returns:\n        List of files that likely have good connectivity\n    \"\"\"\n    fallback_files = []\n\n    # Include all files from common source directories\n    for file_info in code_files:\n        filepath = file_info[\"path\"].lower()\n\n        # Any file in src, lib, or similar directories\n        if any(pattern in filepath for pattern in [\"src/\", \"lib/\", \"app/\", \"pkg/\", \"core/\"]):\n            fallback_files.append(file_info)\n\n    # If still not enough, include files with certain extensions\n    if len(fallback_files) < max_files:\n        for file_info in code_files:\n            if file_info not in fallback_files:\n                name = file_info[\"name\"].lower()\n                # Include common source file extensions\n                if any(ext in name for ext in [\".py\", \".js\", \".ts\", \".go\", \".rs\", \".c\", \".cpp\"]):\n                    # Skip test files\n                    if not any(test_pattern in name for test_pattern in [\"test\", \"spec\", \"_test\"]):\n                        fallback_files.append(file_info)\n\n    return fallback_files[:max_files]",
     "start_line": 628,
@@ -4968,16 +4886,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function find_fallback_connectivity_files",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/patterns.py::find_fallback_connectivity_files",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/security.py::_inside": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/security.py::_inside",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside",
     "name": "_inside",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/security.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/security.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
     "depends_on": [],
     "source_code": "def _inside(base: Path, target: Path) -> bool:\n    base_r = base.resolve()\n    try:\n        target_r = target.resolve()\n        return target_r.is_relative_to(base_r)  # py>=3.9\n    except AttributeError:\n        return str(target.resolve()).startswith(str(base_r))",
     "start_line": 4,
@@ -4992,18 +4910,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _inside",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/security.py::_inside",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path",
     "name": "assert_safe_path",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/security.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/security.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/security.py::_inside"
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside"
     ],
     "source_code": "def assert_safe_path(base_dir: Path, target: Path):\n    # Block symlinks (file or dir)\n    if target.is_symlink():\n        raise PermissionError(f\"Symlink blocked: {target}\")\n    # Block paths that escape repo\n    if not _inside(base_dir, target):\n        raise PermissionError(f\"Path escapes repo: {target} -> {target.resolve()}\")",
     "start_line": 12,
@@ -5018,18 +4936,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function assert_safe_path",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text": {
-    "id": "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
+  "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text": {
+    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text",
     "name": "safe_open_text",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/dependency_analyzer/utils/security.py",
-    "relative_path": "codewiki/src/be/dependency_analyzer/utils/security.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
+    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/utils/security.py::assert_safe_path"
+      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path"
     ],
     "source_code": "def safe_open_text(base_dir: Path, target: Path, encoding=\"utf-8\"):\n    assert_safe_path(base_dir, target)\n    flags = os.O_RDONLY\n    if hasattr(os, \"O_NOFOLLOW\"):\n        flags |= os.O_NOFOLLOW\n    fd = os.open(str(target), flags)\n    try:\n        with os.fdopen(fd, \"r\", encoding=encoding, errors=\"replace\") as f:\n            return f.read()\n    finally:\n        try:\n            os.close(fd)\n        except OSError:\n            pass",
     "start_line": 20,
@@ -5045,24 +4963,24 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function safe_open_text",
-    "component_id": "codewiki/src/be/dependency_analyzer/utils/security.py::safe_open_text",
+    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/documentation_generator.py::DocumentationGenerator": {
-    "id": "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+  "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator": {
+    "id": "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
     "name": "DocumentationGenerator",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/documentation_generator.py",
-    "relative_path": "codewiki/src/be/documentation_generator.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\documentation_generator.py",
+    "relative_path": "codewiki\\src\\be\\documentation_generator.py",
     "depends_on": [
-      "codewiki/cli/utils/fs.py::ensure_directory",
-      "codewiki/src/be/backend.py::get_backend",
-      "codewiki/src/be/cluster_modules.py::cluster_modules",
-      "codewiki/cli/utils/errors.py::warning",
-      "codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py::DependencyGraphBuilder",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/cluster_modules.py::get_clustering_input_token_count"
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\backend.py::get_backend",
+      "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
+      "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
+      "codewiki\\cli\\utils\\fs.py::ensure_directory",
+      "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
+      "codewiki\\cli\\utils\\errors.py::warning"
     ],
     "source_code": "class DocumentationGenerator:\n    \"\"\"Main documentation generation orchestrator.\"\"\"\n\n    def __init__(self, config: Config, commit_id: str = None, backend: LLMBackend = None):\n        self.config = config\n        self.commit_id = commit_id\n        self.graph_builder = DependencyGraphBuilder(config)\n        self.backend: LLMBackend = backend or get_backend(config)\n    \n    def create_documentation_metadata(self, working_dir: str, components: Dict[str, Any], num_leaf_nodes: int):\n        \"\"\"Create a metadata file with documentation generation information.\"\"\"\n        from datetime import datetime\n        \n        metadata = {\n            \"generation_info\": {\n                \"timestamp\": datetime.now().isoformat(),\n                \"main_model\": self.config.main_model,\n                \"generator_version\": \"1.0.1\",\n                \"repo_path\": self.config.repo_path,\n                \"commit_id\": self.commit_id\n            },\n            \"statistics\": {\n                \"total_components\": len(components),\n                \"leaf_nodes\": num_leaf_nodes,\n                \"max_depth\": self.config.max_depth\n            },\n            \"files_generated\": [\n                \"overview.md\",\n                \"module_tree.json\",\n                \"first_module_tree.json\"\n            ]\n        }\n        \n        # Add generated markdown files to the metadata\n        try:\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') and file_path not in metadata[\"files_generated\"]:\n                    metadata[\"files_generated\"].append(file_path)\n        except Exception as e:\n            logger.warning(f\"Could not list generated files: {e}\")\n        \n        metadata_path = os.path.join(working_dir, \"metadata.json\")\n        file_manager.save_json(metadata, metadata_path)\n\n    \n    def get_processing_order(self, module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[tuple[List[str], str]]:\n        \"\"\"Get the processing order using topological sort (leaf modules first).\"\"\"\n        processing_order = []\n        \n        def collect_modules(tree: Dict[str, Any], path: List[str]):\n            for module_name, module_info in tree.items():\n                current_path = path + [module_name]\n                \n                # If this module has children, process them first\n                if module_info.get(\"children\") and isinstance(module_info[\"children\"], dict) and module_info[\"children\"]:\n                    collect_modules(module_info[\"children\"], current_path)\n                    # Add this parent module after its children\n                    processing_order.append((current_path, module_name))\n                else:\n                    # This is a leaf module, add it immediately\n                    processing_order.append((current_path, module_name))\n        \n        collect_modules(module_tree, parent_path)\n        return processing_order\n\n    def is_leaf_module(self, module_info: Dict[str, Any]) -> bool:\n        \"\"\"Check if a module is a leaf module (has no children or empty children).\"\"\"\n        children = module_info.get(\"children\", {})\n        return not children or (isinstance(children, dict) and len(children) == 0)\n\n    def build_overview_structure(self, module_tree: Dict[str, Any], module_path: List[str],\n                                 working_dir: str) -> Dict[str, Any]:\n        \"\"\"Build structure for overview generation with 1-depth children docs and target indicator.\"\"\"\n        \n        processed_module_tree = deepcopy(module_tree)\n        module_info = processed_module_tree\n        for path_part in module_path:\n            module_info = module_info[path_part]\n            if path_part != module_path[-1]:\n                module_info = module_info.get(\"children\", {})\n            else:\n                module_info[\"is_target_for_overview_generation\"] = True\n\n        if \"children\" in module_info:\n            module_info = module_info[\"children\"]\n\n        for child_name, child_info in module_info.items():\n            child_docs_path = self._resolve_child_docs_path(working_dir, child_name)\n            if child_docs_path is not None:\n                child_info[\"docs\"] = file_manager.load_text(child_docs_path)\n            else:\n                logger.warning(f\"Module docs not found at {os.path.join(working_dir, f'{child_name}.md')}\")\n                child_info[\"docs\"] = \"\"\n\n        return processed_module_tree\n\n    @staticmethod\n    def _resolve_child_docs_path(working_dir: str, child_name: str) -> str | None:\n        \"\"\"Resolve the on-disk path for a child module's .md doc.\n\n        Sub-agents sometimes save files under a sanitized variant of the\n        module name (spaces → underscores, lowercased, etc.) rather than the\n        exact key in the module tree. Try a small set of common variants\n        before giving up so the overview prompt still gets the children's\n        content as context.\n        \"\"\"\n        candidates = []\n        seen = set()\n        base_variants = [\n            child_name,\n            child_name.replace(\" \", \"_\"),\n            child_name.replace(\" \", \"-\"),\n            child_name.replace(\" \", \"\"),\n        ]\n        for variant in base_variants:\n            for cased in (variant, variant.lower()):\n                if cased not in seen:\n                    seen.add(cased)\n                    candidates.append(f\"{cased}.md\")\n\n        for filename in candidates:\n            candidate_path = os.path.join(working_dir, filename)\n            if os.path.exists(candidate_path):\n                return candidate_path\n        return None\n\n    async def generate_module_documentation(self, components: Dict[str, Any], leaf_nodes: List[str]) -> str:\n        \"\"\"Generate documentation for all modules using dynamic programming approach.\"\"\"\n        # Prepare output directory\n        working_dir = os.path.abspath(self.config.docs_dir)\n        file_manager.ensure_directory(working_dir)\n\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n        first_module_tree = file_manager.load_json(first_module_tree_path)\n        \n        # Get processing order (leaf modules first)\n        processing_order = self.get_processing_order(first_module_tree)\n\n        \n        # Process modules in dependency order\n        final_module_tree = module_tree\n        processed_modules = set()\n\n        if len(module_tree) > 0:\n            for module_path, module_name in processing_order:\n                try:\n                    # Reload module tree to get latest hierarchical structure from sub-agent modifications\n                    module_tree = file_manager.load_json(module_tree_path)\n                    \n                    # Get the module info from the tree\n                    module_info = module_tree\n                    for path_part in module_path:\n                        module_info = module_info[path_part]\n                        if path_part != module_path[-1]:  # Not the last part\n                            module_info = module_info.get(\"children\", {})\n                    \n                    # Skip if already processed\n                    module_key = \"/\".join(module_path)\n                    if module_key in processed_modules:\n                        continue\n                    \n                    # Process the module\n                    if self.is_leaf_module(module_info):\n                        logger.info(f\"📄 Processing leaf module: {module_key}\")\n                        final_module_tree = await self.backend.run_module_agent(\n                            module_name=module_name,\n                            components=components,\n                            core_component_ids=module_info[\"components\"],\n                            module_path=module_path,\n                            working_dir=working_dir,\n                        )\n                    else:\n                        logger.info(f\"📁 Processing parent module: {module_key}\")\n                        final_module_tree = await self.generate_parent_module_docs(\n                            module_path, working_dir\n                        )\n                    \n                    processed_modules.add(module_key)\n                    \n                except Exception as e:\n                    logger.error(f\"Failed to process module {module_key}: {str(e)}\")\n                    logger.error(f\"Traceback: {traceback.format_exc()}\")\n                    continue\n\n            # Generate repo overview\n            logger.info(f\"📚 Generating repository overview\")\n            final_module_tree = await self.generate_parent_module_docs(\n                [], working_dir\n            )\n        else:\n            logger.info(f\"Processing whole repo because repo can fit in the context window\")\n            repo_name = os.path.basename(os.path.normpath(self.config.repo_path))\n            final_module_tree = await self.backend.run_module_agent(\n                module_name=repo_name,\n                components=components,\n                core_component_ids=leaf_nodes,\n                module_path=[],\n                working_dir=working_dir,\n            )\n\n            # save final_module_tree to module_tree.json\n            file_manager.save_json(final_module_tree, os.path.join(working_dir, MODULE_TREE_FILENAME))\n\n            # rename repo_name.md to overview.md\n            repo_overview_path = os.path.join(working_dir, f\"{repo_name}.md\")\n            if os.path.exists(repo_overview_path):\n                os.rename(repo_overview_path, os.path.join(working_dir, OVERVIEW_FILENAME))\n        \n        return working_dir\n\n    async def generate_parent_module_docs(self, module_path: List[str], \n                                        working_dir: str) -> Dict[str, Any]:\n        \"\"\"Generate documentation for a parent module based on its children's documentation.\"\"\"\n        module_name = module_path[-1] if len(module_path) >= 1 else os.path.basename(os.path.normpath(self.config.repo_path))\n\n        logger.info(f\"Generating parent documentation for: {module_name}\")\n        \n        # Load module tree\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n\n        # check if overview docs already exists\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(f\"✓ Overview docs already exists at {overview_docs_path}\")\n            return module_tree\n\n        # check if parent docs already exists\n        parent_docs_path = os.path.join(working_dir, f\"{module_name if len(module_path) >= 1 else OVERVIEW_FILENAME.replace('.md', '')}.md\")\n        if os.path.exists(parent_docs_path):\n            logger.info(f\"✓ Parent docs already exists at {parent_docs_path}\")\n            return module_tree\n\n        # Create repo structure with 1-depth children docs and target indicator\n        repo_structure = self.build_overview_structure(module_tree, module_path, working_dir)\n\n        prompt = MODULE_OVERVIEW_PROMPT.format(\n            module_name=module_name,\n            repo_structure=json.dumps(repo_structure, indent=4)\n        ) if len(module_path) >= 1 else REPO_OVERVIEW_PROMPT.format(\n            repo_name=module_name,\n            repo_structure=json.dumps(repo_structure, indent=4)\n        )\n        \n        try:\n            parent_docs = self.backend.complete(prompt)\n\n            # Parse and save parent documentation. Subscription-CLI backends\n            # (claude-code / codex) sometimes ignore the <OVERVIEW> wrapper and\n            # return raw markdown; fall back to the response as-is in that case\n            # rather than crashing with an index error.\n            if \"<OVERVIEW>\" in parent_docs and \"</OVERVIEW>\" in parent_docs:\n                parent_content = parent_docs.split(\"<OVERVIEW>\")[1].split(\"</OVERVIEW>\")[0].strip()\n            else:\n                logger.warning(\n                    f\"Overview response for {module_name} missing <OVERVIEW> wrapper; \"\n                    f\"using raw response as markdown.\"\n                )\n                parent_content = parent_docs.strip()\n            file_manager.save_text(parent_content, parent_docs_path)\n            \n            logger.debug(f\"Successfully generated parent documentation for: {module_name}\")\n            return module_tree\n            \n        except Exception as e:\n            logger.error(f\"Error generating parent documentation for {module_name}: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise\n    \n    async def run(self) -> None:\n        \"\"\"Run the complete documentation generation process using dynamic programming.\"\"\"\n        try:\n            # Build dependency graph\n            components, leaf_nodes = self.graph_builder.build_dependency_graph()\n\n            logger.debug(f\"Found {len(leaf_nodes)} leaf nodes\")\n            # logger.debug(f\"Leaf nodes:\\n{'\\n'.join(sorted(leaf_nodes)[:200])}\")\n            # exit()\n            \n            # Cluster modules\n            working_dir = os.path.abspath(self.config.docs_dir)\n            file_manager.ensure_directory(working_dir)\n            first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n            module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n            \n            # Check if module tree exists\n            if os.path.exists(first_module_tree_path):\n                logger.debug(f\"Module tree found at {first_module_tree_path}\")\n                module_tree = file_manager.load_json(first_module_tree_path)\n            else:\n                logger.debug(f\"Module tree not found at {module_tree_path}, clustering modules\")\n                clustering_tokens = get_clustering_input_token_count(\n                    leaf_nodes, components\n                )\n                logger.info(\n                    \"Preparing %d leaf nodes for module clustering (%d tokens, threshold %d)\",\n                    len(leaf_nodes),\n                    clustering_tokens,\n                    self.config.max_token_per_module,\n                )\n                # Bind cluster_model into the completer so the backend uses the\n                # configured clustering model (separate from main_model) when\n                # one is set.  Caw mode's cluster_model is typically empty —\n                # complete() falls back to its own _model in that case.\n                cluster_model = self.config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    self.config,\n                    completer=lambda p: self.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n            \n            file_manager.save_json(module_tree, module_tree_path)\n            \n            if len(module_tree) == 0:\n                logger.info(\n                    \"Module clustering produced no top-level modules; continuing in \"\n                    \"whole-repository documentation mode\"\n                )\n            else:\n                logger.info(\n                    \"Grouped components into %d top-level modules\",\n                    len(module_tree),\n                )\n            \n            # Generate module documentation using dynamic programming approach\n            # This processes leaf modules first, then parent modules\n            working_dir = await self.generate_module_documentation(components, leaf_nodes)\n            \n            # Create documentation metadata\n            self.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            logger.debug(f\"Documentation generation completed successfully using dynamic programming!\")\n            logger.debug(f\"Processing order: leaf modules → parent modules → repository overview\")\n            logger.debug(f\"Documentation saved to: {working_dir}\")\n            \n        except Exception as e:\n            logger.error(f\"Documentation generation failed: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise",
     "start_line": 31,
@@ -5074,16 +4992,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class DocumentationGenerator",
-    "component_id": "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
+    "component_id": "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens": {
-    "id": "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
+  "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens": {
+    "id": "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
     "name": "_should_use_max_completion_tokens",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [],
     "source_code": "def _should_use_max_completion_tokens(model_name: str, base_url: str) -> bool:\n    \"\"\"\n    Determine whether to use max_completion_tokens instead of max_tokens.\n\n    Newer OpenAI models (o1, o3, o4, gpt-4o, gpt-5, etc.) require\n    max_completion_tokens. Anthropic and other providers still use max_tokens.\n    \"\"\"\n    model_lower = model_name.lower()\n    # OpenAI models that require max_completion_tokens\n    new_openai_patterns = (\"o1\", \"o3\", \"o4\", \"gpt-4o\", \"gpt-4-turbo\", \"gpt-5\")\n    if any(pattern in model_lower for pattern in new_openai_patterns):\n        return True\n    # If base_url points to OpenAI directly, newer models may need it\n    if base_url and \"api.openai.com\" in base_url:\n        return True\n    return False",
     "start_line": 23,
@@ -5098,18 +5016,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _should_use_max_completion_tokens",
-    "component_id": "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
+    "component_id": "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::_build_model_settings": {
-    "id": "codewiki/src/be/llm_services.py::_build_model_settings",
+  "codewiki\\src\\be\\llm_services.py::_build_model_settings": {
+    "id": "codewiki\\src\\be\\llm_services.py::_build_model_settings",
     "name": "_build_model_settings",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens"
+      "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens"
     ],
     "source_code": "def _build_model_settings(config: Config, model_name: str) -> OpenAIModelSettings:\n    \"\"\"Build model settings with the correct token parameter.\"\"\"\n    if _should_use_max_completion_tokens(model_name, config.llm_base_url):\n        return OpenAIModelSettings(\n            temperature=0.0,\n            max_completion_tokens=config.max_tokens\n        )\n    return OpenAIModelSettings(\n        temperature=0.0,\n        max_tokens=config.max_tokens\n    )",
     "start_line": 41,
@@ -5124,16 +5042,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _build_model_settings",
-    "component_id": "codewiki/src/be/llm_services.py::_build_model_settings",
+    "component_id": "codewiki\\src\\be\\llm_services.py::_build_model_settings",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::_get_litellm_model_name": {
-    "id": "codewiki/src/be/llm_services.py::_get_litellm_model_name",
+  "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name": {
+    "id": "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name",
     "name": "_get_litellm_model_name",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [],
     "source_code": "def _get_litellm_model_name(model_name: str, provider: str) -> str:\n    \"\"\"\n    Get the litellm-compatible model name for a given provider.\n\n    For Bedrock, prefixes the model name with 'bedrock/' if not already prefixed.\n    For Anthropic, prefixes with 'anthropic/' if not already prefixed.\n    \"\"\"\n    if provider == \"bedrock\":\n        if not model_name.startswith(\"bedrock/\"):\n            return f\"bedrock/{model_name}\"\n    elif provider == \"anthropic\":\n        if not model_name.startswith(\"anthropic/\"):\n            return f\"anthropic/{model_name}\"\n    return model_name",
     "start_line": 54,
@@ -5148,16 +5066,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _get_litellm_model_name",
-    "component_id": "codewiki/src/be/llm_services.py::_get_litellm_model_name",
+    "component_id": "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::CompatibleOpenAIModel": {
-    "id": "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
+  "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel": {
+    "id": "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
     "name": "CompatibleOpenAIModel",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [],
     "source_code": "class CompatibleOpenAIModel(OpenAIModel):\n    \"\"\"OpenAIModel subclass that patches non-standard API proxy responses.\n\n    Some OpenAI-compatible proxies return responses with fields like\n    choices[].index set to None instead of an integer. This subclass\n    fixes those fields before pydantic validation runs.\n    \"\"\"\n\n    def _validate_completion(self, response: chat.ChatCompletion) -> chat.ChatCompletion:\n        # Patch choices[].index: None -> sequential integer (0, 1, 2, ...)\n        if response.choices:\n            for i, choice in enumerate(response.choices):\n                if choice.index is None:\n                    choice.index = i\n        return super()._validate_completion(response)",
     "start_line": 70,
@@ -5171,16 +5089,16 @@
     ],
     "class_name": null,
     "display_name": "class CompatibleOpenAIModel",
-    "component_id": "codewiki/src/be/llm_services.py::CompatibleOpenAIModel",
+    "component_id": "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::_create_litellm_openai_client": {
-    "id": "codewiki/src/be/llm_services.py::_create_litellm_openai_client",
+  "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client": {
+    "id": "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client",
     "name": "_create_litellm_openai_client",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [],
     "source_code": "def _create_litellm_openai_client(config: Config) -> OpenAI:\n    \"\"\"\n    Create an OpenAI-compatible client backed by litellm's proxy.\n\n    litellm translates OpenAI API calls to Bedrock, Anthropic, etc.\n    \"\"\"\n    import litellm\n    # Configure litellm for the provider\n    if config.provider == \"bedrock\":\n        import os\n        os.environ.setdefault(\"AWS_DEFAULT_REGION\", config.aws_region)\n        os.environ.setdefault(\"AWS_REGION_NAME\", config.aws_region)\n\n    # litellm exposes an OpenAI-compatible Router we can use,\n    # but the simplest path is to use litellm.completion() directly.\n    # For pydantic-ai integration, we create a proxy client.\n    return OpenAI(\n        api_key=config.llm_api_key or \"not-needed-for-bedrock\",\n        base_url=config.llm_base_url or \"https://api.openai.com/v1\",\n    )",
     "start_line": 87,
@@ -5194,19 +5112,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _create_litellm_openai_client",
-    "component_id": "codewiki/src/be/llm_services.py::_create_litellm_openai_client",
+    "component_id": "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::create_main_model": {
-    "id": "codewiki/src/be/llm_services.py::create_main_model",
+  "codewiki\\src\\be\\llm_services.py::create_main_model": {
+    "id": "codewiki\\src\\be\\llm_services.py::create_main_model",
     "name": "create_main_model",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::_build_model_settings",
-      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel"
+      "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
+      "codewiki\\src\\be\\llm_services.py::_build_model_settings"
     ],
     "source_code": "def create_main_model(config: Config) -> CompatibleOpenAIModel:\n    \"\"\"Create the main LLM model from configuration.\"\"\"\n    return CompatibleOpenAIModel(\n        model_name=config.main_model,\n        provider=OpenAIProvider(\n            base_url=config.llm_base_url,\n            api_key=config.llm_api_key\n        ),\n        settings=_build_model_settings(config, config.main_model)\n    )",
     "start_line": 109,
@@ -5220,19 +5138,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function create_main_model",
-    "component_id": "codewiki/src/be/llm_services.py::create_main_model",
+    "component_id": "codewiki\\src\\be\\llm_services.py::create_main_model",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::create_fallback_model": {
-    "id": "codewiki/src/be/llm_services.py::create_fallback_model",
+  "codewiki\\src\\be\\llm_services.py::create_fallback_model": {
+    "id": "codewiki\\src\\be\\llm_services.py::create_fallback_model",
     "name": "create_fallback_model",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::_build_model_settings",
-      "codewiki/src/be/llm_services.py::CompatibleOpenAIModel"
+      "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
+      "codewiki\\src\\be\\llm_services.py::_build_model_settings"
     ],
     "source_code": "def create_fallback_model(config: Config) -> CompatibleOpenAIModel:\n    \"\"\"Create the fallback LLM model from configuration.\"\"\"\n    return CompatibleOpenAIModel(\n        model_name=config.fallback_model,\n        provider=OpenAIProvider(\n            base_url=config.llm_base_url,\n            api_key=config.llm_api_key\n        ),\n        settings=_build_model_settings(config, config.fallback_model)\n    )",
     "start_line": 121,
@@ -5246,19 +5164,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function create_fallback_model",
-    "component_id": "codewiki/src/be/llm_services.py::create_fallback_model",
+    "component_id": "codewiki\\src\\be\\llm_services.py::create_fallback_model",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::create_fallback_models": {
-    "id": "codewiki/src/be/llm_services.py::create_fallback_models",
+  "codewiki\\src\\be\\llm_services.py::create_fallback_models": {
+    "id": "codewiki\\src\\be\\llm_services.py::create_fallback_models",
     "name": "create_fallback_models",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::create_main_model",
-      "codewiki/src/be/llm_services.py::create_fallback_model"
+      "codewiki\\src\\be\\llm_services.py::create_fallback_model",
+      "codewiki\\src\\be\\llm_services.py::create_main_model"
     ],
     "source_code": "def create_fallback_models(config: Config) -> FallbackModel:\n    \"\"\"Create fallback models chain from configuration.\"\"\"\n    main = create_main_model(config)\n    fallback = create_fallback_model(config)\n    return FallbackModel(main, fallback)",
     "start_line": 133,
@@ -5272,16 +5190,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function create_fallback_models",
-    "component_id": "codewiki/src/be/llm_services.py::create_fallback_models",
+    "component_id": "codewiki\\src\\be\\llm_services.py::create_fallback_models",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::create_openai_client": {
-    "id": "codewiki/src/be/llm_services.py::create_openai_client",
+  "codewiki\\src\\be\\llm_services.py::create_openai_client": {
+    "id": "codewiki\\src\\be\\llm_services.py::create_openai_client",
     "name": "create_openai_client",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [],
     "source_code": "def create_openai_client(config: Config) -> OpenAI:\n    \"\"\"Create OpenAI client from configuration.\"\"\"\n    return OpenAI(\n        base_url=config.llm_base_url,\n        api_key=config.llm_api_key\n    )",
     "start_line": 140,
@@ -5295,23 +5213,23 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function create_openai_client",
-    "component_id": "codewiki/src/be/llm_services.py::create_openai_client",
+    "component_id": "codewiki\\src\\be\\llm_services.py::create_openai_client",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::call_llm": {
-    "id": "codewiki/src/be/llm_services.py::call_llm",
+  "codewiki\\src\\be\\llm_services.py::call_llm": {
+    "id": "codewiki\\src\\be\\llm_services.py::call_llm",
     "name": "call_llm",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::_call_llm_via_azure",
-      "codewiki/src/be/llm_services.py::create_openai_client",
-      "codewiki/src/be/llm_services.py::_should_use_max_completion_tokens",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
-      "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error"
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
+      "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
+      "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
+      "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
+      "codewiki\\src\\be\\llm_services.py::create_openai_client"
     ],
     "source_code": "def call_llm(\n    prompt: str,\n    config: Config,\n    model: str = None,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM with the given prompt.\n\n    Supports openai-compatible, anthropic, and bedrock providers.\n    For bedrock/anthropic, uses litellm to translate the API call.\n\n    Args:\n        prompt: The prompt to send\n        config: Configuration containing LLM settings\n        model: Model name (defaults to config.main_model)\n        temperature: Temperature setting\n\n    Returns:\n        LLM response text\n    \"\"\"\n    if model is None:\n        model = config.main_model\n\n    provider = getattr(config, \"provider\", \"openai-compatible\")\n\n    if provider in (\"bedrock\", \"anthropic\"):\n        return _call_llm_via_litellm(prompt, config, model, temperature)\n\n    if provider == \"azure-openai\":\n        return _call_llm_via_azure(prompt, config, model, temperature)\n\n    # Default: OpenAI-compatible\n    client = create_openai_client(config)\n\n    # Use the correct token parameter based on model/provider; if the server\n    # rejects our choice, swap to the other token kwarg and retry once.\n    use_completion_tokens = _should_use_max_completion_tokens(model, config.llm_base_url)\n    primary_key = \"max_completion_tokens\" if use_completion_tokens else \"max_tokens\"\n    fallback_key = \"max_tokens\" if use_completion_tokens else \"max_completion_tokens\"\n\n    base_kwargs = {\n        \"model\": model,\n        \"messages\": [{\"role\": \"user\", \"content\": prompt}],\n        \"temperature\": temperature,\n    }\n\n    try:\n        response = client.chat.completions.create(\n            **base_kwargs,\n            **{primary_key: config.max_tokens},\n        )\n    except BadRequestError as e:\n        if _is_unsupported_token_param_error(e, primary_key):\n            logger.info(\n                \"Provider rejected %s for model %s; retrying with %s.\",\n                primary_key, model, fallback_key,\n            )\n            response = client.chat.completions.create(\n                **base_kwargs,\n                **{fallback_key: config.max_tokens},\n            )\n        else:\n            raise\n    return response.choices[0].message.content",
     "start_line": 148,
@@ -5328,16 +5246,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function call_llm",
-    "component_id": "codewiki/src/be/llm_services.py::call_llm",
+    "component_id": "codewiki\\src\\be\\llm_services.py::call_llm",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error": {
-    "id": "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
+  "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error": {
+    "id": "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
     "name": "_is_unsupported_token_param_error",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [],
     "source_code": "def _is_unsupported_token_param_error(err: BadRequestError, param: str) -> bool:\n    \"\"\"Return True if *err* is the OpenAI \"unsupported_parameter\" error for *param*.\"\"\"\n    body = getattr(err, \"body\", None) or {}\n    if isinstance(body, dict):\n        error = body.get(\"error\") or {}\n        if isinstance(error, dict):\n            if error.get(\"param\") == param and error.get(\"code\") == \"unsupported_parameter\":\n                return True\n    # Fallback: message-based sniff for proxies that don't preserve structure\n    msg = str(err).lower()\n    return \"unsupported parameter\" in msg and param in msg",
     "start_line": 215,
@@ -5352,18 +5270,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _is_unsupported_token_param_error",
-    "component_id": "codewiki/src/be/llm_services.py::_is_unsupported_token_param_error",
+    "component_id": "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::_call_llm_via_litellm": {
-    "id": "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
+  "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm": {
+    "id": "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
     "name": "_call_llm_via_litellm",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [
-      "codewiki/src/be/llm_services.py::_get_litellm_model_name"
+      "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name"
     ],
     "source_code": "def _call_llm_via_litellm(\n    prompt: str,\n    config: Config,\n    model: str,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM via litellm for Bedrock/Anthropic providers.\n\n    litellm handles the provider-specific API translation automatically.\n    \"\"\"\n    import litellm\n    import os\n\n    litellm_model = _get_litellm_model_name(model, config.provider)\n\n    if config.provider == \"bedrock\":\n        os.environ.setdefault(\"AWS_DEFAULT_REGION\", config.aws_region)\n        os.environ.setdefault(\"AWS_REGION_NAME\", config.aws_region)\n        logger.debug(\"Calling Bedrock model %s in region %s\", litellm_model, config.aws_region)\n    elif config.provider == \"anthropic\":\n        logger.debug(\"Calling Anthropic model %s via litellm\", litellm_model)\n\n    response = litellm.completion(\n        model=litellm_model,\n        messages=[{\"role\": \"user\", \"content\": prompt}],\n        temperature=temperature,\n        max_tokens=config.max_tokens,\n        api_key=config.llm_api_key if config.provider != \"bedrock\" else None,\n    )\n    return response.choices[0].message.content",
     "start_line": 228,
@@ -5380,16 +5298,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _call_llm_via_litellm",
-    "component_id": "codewiki/src/be/llm_services.py::_call_llm_via_litellm",
+    "component_id": "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/llm_services.py::_call_llm_via_azure": {
-    "id": "codewiki/src/be/llm_services.py::_call_llm_via_azure",
+  "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure": {
+    "id": "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
     "name": "_call_llm_via_azure",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/llm_services.py",
-    "relative_path": "codewiki/src/be/llm_services.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
+    "relative_path": "codewiki\\src\\be\\llm_services.py",
     "depends_on": [],
     "source_code": "def _call_llm_via_azure(\n    prompt: str,\n    config: Config,\n    model: str,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM via Azure OpenAI.\n\n    Uses the AzureOpenAI client from the openai package with\n    azure_endpoint, api_version, and deployment name.\n    \"\"\"\n    from openai import AzureOpenAI\n\n    client = AzureOpenAI(\n        api_key=config.llm_api_key,\n        api_version=config.api_version,\n        azure_endpoint=config.llm_base_url,\n    )\n\n    deployment = config.azure_deployment or model\n    logger.debug(\"Calling Azure OpenAI deployment %s (api_version=%s)\", deployment, config.api_version)\n\n    response = client.chat.completions.create(\n        model=deployment,\n        messages=[{\"role\": \"user\", \"content\": prompt}],\n        temperature=temperature,\n        max_tokens=config.max_tokens,\n    )\n    return response.choices[0].message.content",
     "start_line": 261,
@@ -5406,16 +5324,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _call_llm_via_azure",
-    "component_id": "codewiki/src/be/llm_services.py::_call_llm_via_azure",
+    "component_id": "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/main.py::parse_arguments": {
-    "id": "codewiki/src/be/main.py::parse_arguments",
+  "codewiki\\src\\be\\main.py::parse_arguments": {
+    "id": "codewiki\\src\\be\\main.py::parse_arguments",
     "name": "parse_arguments",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/main.py",
-    "relative_path": "codewiki/src/be/main.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\main.py",
+    "relative_path": "codewiki\\src\\be\\main.py",
     "depends_on": [],
     "source_code": "def parse_arguments() -> argparse.Namespace:\n    \"\"\"Parse command line arguments.\"\"\"\n    parser = argparse.ArgumentParser(\n        description='Generate comprehensive documentation for Python components in dependency order.'\n    )\n    parser.add_argument(\n        '--repo-path',\n        type=str,\n        required=True,\n        help='Path to the repository'\n    )\n    \n    return parser.parse_args()",
     "start_line": 31,
@@ -5427,19 +5345,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function parse_arguments",
-    "component_id": "codewiki/src/be/main.py::parse_arguments",
+    "component_id": "codewiki\\src\\be\\main.py::parse_arguments",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/main.py::main": {
-    "id": "codewiki/src/be/main.py::main",
+  "codewiki\\src\\be\\main.py::main": {
+    "id": "codewiki\\src\\be\\main.py::main",
     "name": "main",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/main.py",
-    "relative_path": "codewiki/src/be/main.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\main.py",
+    "relative_path": "codewiki\\src\\be\\main.py",
     "depends_on": [
-      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
-      "codewiki/src/be/main.py::parse_arguments"
+      "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
+      "codewiki\\src\\be\\main.py::parse_arguments"
     ],
     "source_code": "async def main() -> None:\n    \"\"\"Main entry point for the documentation generation process.\"\"\"\n    try:\n        # Parse arguments and create configuration\n        args = parse_arguments()\n        config = Config.from_args(args)\n        \n        # Create and run documentation generator\n        doc_generator = DocumentationGenerator(config)\n        await doc_generator.run()\n        \n    except KeyboardInterrupt:\n        logger.debug(\"Documentation generation interrupted by user\")\n    except Exception as e:\n        logger.error(f\"Unexpected error: {str(e)}\")\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        raise",
     "start_line": 46,
@@ -5451,16 +5369,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function main",
-    "component_id": "codewiki/src/be/main.py::main",
+    "component_id": "codewiki\\src\\be\\main.py::main",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/prompt_template.py::format_user_prompt": {
-    "id": "codewiki/src/be/prompt_template.py::format_user_prompt",
+  "codewiki\\src\\be\\prompt_template.py::format_user_prompt": {
+    "id": "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
     "name": "format_user_prompt",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
-    "relative_path": "codewiki/src/be/prompt_template.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
+    "relative_path": "codewiki\\src\\be\\prompt_template.py",
     "depends_on": [],
     "source_code": "def format_user_prompt(module_name: str, core_component_ids: list[str], components: Dict[str, Any], module_tree: dict[str, any]) -> str:\n    \"\"\"\n    Format the user prompt with module name and organized core component codes.\n    \n    Args:\n        module_name: Name of the module to document\n        core_component_ids: List of component IDs to include\n        components: Dictionary mapping component IDs to CodeComponent objects\n    \n    Returns:\n        Formatted user prompt string\n    \"\"\"\n\n    # format module tree\n    lines = []\n    \n    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n\n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)\n\n    _format_module_tree(module_tree, 0)\n    formatted_module_tree = \"\\n\".join(lines)\n\n    # print(f\"Formatted module tree:\\n{formatted_module_tree}\")\n\n    # Group core component IDs by their file path\n    grouped_components: dict[str, list[str]] = {}\n    for component_id in core_component_ids:\n        if component_id not in components:\n            continue\n        component = components[component_id]\n        path = component.relative_path\n        if path not in grouped_components:\n            grouped_components[path] = []\n        grouped_components[path].append(component_id)\n\n    core_component_codes = \"\"\n    for path, component_ids_in_file in grouped_components.items():\n        core_component_codes += f\"# File: {path}\\n\\n\"\n        core_component_codes += f\"## Core Components in this file:\\n\"\n        \n        for component_id in component_ids_in_file:\n            core_component_codes += f\"- {component_id}\\n\"\n        \n        core_component_codes += f\"\\n## File Content:\\n```{EXTENSION_TO_LANGUAGE['.'+path.split('.')[-1]]}\\n\"\n        \n        # Read content of the file using the first component's file path\n        try:\n            core_component_codes += file_manager.load_text(components[component_ids_in_file[0]].file_path)\n        except (FileNotFoundError, IOError) as e:\n            core_component_codes += f\"# Error reading file: {e}\\n\"\n        \n        core_component_codes += \"```\\n\\n\"\n        \n    return USER_PROMPT.format(module_name=module_name, formatted_core_component_codes=core_component_codes, module_tree=formatted_module_tree)",
     "start_line": 251,
@@ -5477,18 +5395,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function format_user_prompt",
-    "component_id": "codewiki/src/be/prompt_template.py::format_user_prompt",
+    "component_id": "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/prompt_template.py::_format_module_tree": {
-    "id": "codewiki/src/be/prompt_template.py::_format_module_tree",
+  "codewiki\\src\\be\\prompt_template.py::_format_module_tree": {
+    "id": "codewiki\\src\\be\\prompt_template.py::_format_module_tree",
     "name": "_format_module_tree",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
-    "relative_path": "codewiki/src/be/prompt_template.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
+    "relative_path": "codewiki\\src\\be\\prompt_template.py",
     "depends_on": [
-      "codewiki/src/be/prompt_template.py::_format_module_tree"
+      "codewiki\\src\\be\\prompt_template.py::_format_module_tree"
     ],
     "source_code": "    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n            \n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if (\"children\" in value) and isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)",
     "start_line": 341,
@@ -5503,16 +5421,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _format_module_tree",
-    "component_id": "codewiki/src/be/prompt_template.py::_format_module_tree",
+    "component_id": "codewiki\\src\\be\\prompt_template.py::_format_module_tree",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/prompt_template.py::format_cluster_prompt": {
-    "id": "codewiki/src/be/prompt_template.py::format_cluster_prompt",
+  "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt": {
+    "id": "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
     "name": "format_cluster_prompt",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
-    "relative_path": "codewiki/src/be/prompt_template.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
+    "relative_path": "codewiki\\src\\be\\prompt_template.py",
     "depends_on": [],
     "source_code": "def format_cluster_prompt(potential_core_components: str, module_tree: dict[str, any] = {}, module_name: str = None) -> str:\n    \"\"\"\n    Format the cluster prompt with potential core components and module tree.\n    \"\"\"\n\n    # format module tree\n    lines = []\n\n    # print(f\"Module tree:\\n{json.dumps(module_tree, indent=2)}\")\n    \n    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n            \n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if (\"children\" in value) and isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)\n    \n    _format_module_tree(module_tree, 0)\n    formatted_module_tree = \"\\n\".join(lines)\n\n\n    if module_tree == {}:\n        return CLUSTER_REPO_PROMPT.format(potential_core_components=potential_core_components)\n    else:\n        return CLUSTER_MODULE_PROMPT.format(potential_core_components=potential_core_components, module_tree=formatted_module_tree, module_name=module_name)",
     "start_line": 331,
@@ -5528,16 +5446,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function format_cluster_prompt",
-    "component_id": "codewiki/src/be/prompt_template.py::format_cluster_prompt",
+    "component_id": "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/prompt_template.py::format_system_prompt": {
-    "id": "codewiki/src/be/prompt_template.py::format_system_prompt",
+  "codewiki\\src\\be\\prompt_template.py::format_system_prompt": {
+    "id": "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
     "name": "format_system_prompt",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
-    "relative_path": "codewiki/src/be/prompt_template.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
+    "relative_path": "codewiki\\src\\be\\prompt_template.py",
     "depends_on": [],
     "source_code": "def format_system_prompt(module_name: str, custom_instructions: str = None) -> str:\n    \"\"\"\n    Format the system prompt with module name and optional custom instructions.\n    \n    Args:\n        module_name: Name of the module to document\n        custom_instructions: Optional custom instructions to append\n        \n    Returns:\n        Formatted system prompt string\n    \"\"\"\n    custom_section = \"\"\n    if custom_instructions:\n        custom_section = f\"\\n\\n<CUSTOM_INSTRUCTIONS>\\n{custom_instructions}\\n</CUSTOM_INSTRUCTIONS>\"\n    \n    return SYSTEM_PROMPT.format(module_name=module_name, custom_instructions=custom_section).strip()",
     "start_line": 377,
@@ -5552,16 +5470,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function format_system_prompt",
-    "component_id": "codewiki/src/be/prompt_template.py::format_system_prompt",
+    "component_id": "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/prompt_template.py::format_leaf_system_prompt": {
-    "id": "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+  "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt": {
+    "id": "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
     "name": "format_leaf_system_prompt",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/prompt_template.py",
-    "relative_path": "codewiki/src/be/prompt_template.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
+    "relative_path": "codewiki\\src\\be\\prompt_template.py",
     "depends_on": [],
     "source_code": "def format_leaf_system_prompt(module_name: str, custom_instructions: str = None) -> str:\n    \"\"\"\n    Format the leaf system prompt with module name and optional custom instructions.\n    \n    Args:\n        module_name: Name of the module to document\n        custom_instructions: Optional custom instructions to append\n        \n    Returns:\n        Formatted leaf system prompt string\n    \"\"\"\n    custom_section = \"\"\n    if custom_instructions:\n        custom_section = f\"\\n\\n<CUSTOM_INSTRUCTIONS>\\n{custom_instructions}\\n</CUSTOM_INSTRUCTIONS>\"\n    \n    return LEAF_SYSTEM_PROMPT.format(module_name=module_name, custom_instructions=custom_section).strip()",
     "start_line": 395,
@@ -5576,25 +5494,25 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function format_leaf_system_prompt",
-    "component_id": "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
+    "component_id": "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend": {
-    "id": "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
+  "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend": {
+    "id": "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
     "name": "PydanticAIBackend",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/pydantic_ai_backend.py",
-    "relative_path": "codewiki/src/be/pydantic_ai_backend.py",
-    "depends_on": [
-      "codewiki/src/be/agent_tools/deps.py::CodeWikiDeps",
-      "codewiki/src/be/llm_services.py::call_llm",
-      "codewiki/src/be/llm_services.py::create_fallback_models",
-      "codewiki/cli/utils/errors.py::info",
-      "codewiki/src/be/utils.py::is_complex_module",
-      "codewiki/src/be/prompt_template.py::format_leaf_system_prompt",
-      "codewiki/src/be/prompt_template.py::format_user_prompt",
-      "codewiki/src/be/prompt_template.py::format_system_prompt"
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\pydantic_ai_backend.py",
+    "relative_path": "codewiki\\src\\be\\pydantic_ai_backend.py",
+    "depends_on": [
+      "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
+      "codewiki\\cli\\utils\\errors.py::info",
+      "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
+      "codewiki\\src\\be\\llm_services.py::call_llm",
+      "codewiki\\src\\be\\utils.py::is_complex_module",
+      "codewiki\\src\\be\\llm_services.py::create_fallback_models",
+      "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
+      "codewiki\\src\\be\\prompt_template.py::format_system_prompt"
     ],
     "source_code": "class PydanticAIBackend(LLMBackend):\n    \"\"\"API-key based backend using pydantic-ai + openai/litellm clients.\"\"\"\n\n    def __init__(self, config: Config) -> None:\n        self._config = config\n        self._fallback_models = create_fallback_models(config)\n        self._custom_instructions = config.get_prompt_addition()\n\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,\n    ) -> str:\n        return call_llm(prompt, self._config, model=model, temperature=temperature)\n\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        config = self._config\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(\"✓ Overview docs already exists at %s\", overview_docs_path)\n            return module_tree\n        docs_path = os.path.join(working_dir, f\"{module_name}.md\")\n        if os.path.exists(docs_path):\n            logger.info(\"✓ Module docs already exists at %s\", docs_path)\n            return module_tree\n\n        if is_complex_module(components, core_component_ids):\n            agent = Agent(\n                self._fallback_models,\n                name=module_name,\n                deps_type=CodeWikiDeps,\n                tools=[\n                    read_code_components_tool,\n                    str_replace_editor_tool,\n                    generate_sub_module_documentation_tool,\n                ],\n                system_prompt=format_system_prompt(module_name, self._custom_instructions),\n            )\n        else:\n            agent = Agent(\n                self._fallback_models,\n                name=module_name,\n                deps_type=CodeWikiDeps,\n                tools=[read_code_components_tool, str_replace_editor_tool],\n                system_prompt=format_leaf_system_prompt(module_name, self._custom_instructions),\n            )\n\n        deps = CodeWikiDeps(\n            absolute_docs_path=working_dir,\n            absolute_repo_path=str(os.path.abspath(config.repo_path)),\n            registry={},\n            components=components,\n            path_to_current_module=module_path,\n            current_module_name=module_name,\n            module_tree=module_tree,\n            max_depth=config.max_depth,\n            current_depth=1,\n            config=config,\n            custom_instructions=self._custom_instructions,\n        )\n\n        try:\n            await agent.run(\n                format_user_prompt(\n                    module_name=module_name,\n                    core_component_ids=core_component_ids,\n                    components=components,\n                    module_tree=deps.module_tree,\n                ),\n                deps=deps,\n            )\n            file_manager.save_json(deps.module_tree, module_tree_path)\n            return deps.module_tree\n        except Exception as e:\n            logger.error(\"Error processing module %s: %s\", module_name, e)\n            logger.error(\"Traceback: %s\", traceback.format_exc())\n            raise",
     "start_line": 39,
@@ -5608,16 +5526,16 @@
     ],
     "class_name": null,
     "display_name": "class PydanticAIBackend",
-    "component_id": "codewiki/src/be/pydantic_ai_backend.py::PydanticAIBackend",
+    "component_id": "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/utils.py::set_main_loop": {
-    "id": "codewiki/src/be/utils.py::set_main_loop",
+  "codewiki\\src\\be\\utils.py::set_main_loop": {
+    "id": "codewiki\\src\\be\\utils.py::set_main_loop",
     "name": "set_main_loop",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
-    "relative_path": "codewiki/src/be/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
+    "relative_path": "codewiki\\src\\be\\utils.py",
     "depends_on": [],
     "source_code": "def set_main_loop(loop: asyncio.AbstractEventLoop) -> None:\n    global _main_loop, _main_loop_thread_ident\n    _main_loop = loop\n    _main_loop_thread_ident = threading.get_ident()",
     "start_line": 27,
@@ -5631,16 +5549,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function set_main_loop",
-    "component_id": "codewiki/src/be/utils.py::set_main_loop",
+    "component_id": "codewiki\\src\\be\\utils.py::set_main_loop",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/utils.py::is_complex_module": {
-    "id": "codewiki/src/be/utils.py::is_complex_module",
+  "codewiki\\src\\be\\utils.py::is_complex_module": {
+    "id": "codewiki\\src\\be\\utils.py::is_complex_module",
     "name": "is_complex_module",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
-    "relative_path": "codewiki/src/be/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
+    "relative_path": "codewiki\\src\\be\\utils.py",
     "depends_on": [],
     "source_code": "def is_complex_module(components: dict[str, any], core_component_ids: list[str]) -> bool:\n    files = set()\n    for component_id in core_component_ids:\n        if component_id in components:\n            files.add(components[component_id].file_path)\n\n    result = len(files) > 1\n\n    return result",
     "start_line": 36,
@@ -5655,16 +5573,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_complex_module",
-    "component_id": "codewiki/src/be/utils.py::is_complex_module",
+    "component_id": "codewiki\\src\\be\\utils.py::is_complex_module",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/utils.py::count_tokens": {
-    "id": "codewiki/src/be/utils.py::count_tokens",
+  "codewiki\\src\\be\\utils.py::count_tokens": {
+    "id": "codewiki\\src\\be\\utils.py::count_tokens",
     "name": "count_tokens",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
-    "relative_path": "codewiki/src/be/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
+    "relative_path": "codewiki\\src\\be\\utils.py",
     "depends_on": [],
     "source_code": "def count_tokens(text: str) -> int:\n    \"\"\"\n    Count the number of tokens in a text.\n    \"\"\"\n    length = len(enc.encode(text))\n    # logger.debug(f\"Number of tokens: {length}\")\n    return length",
     "start_line": 53,
@@ -5678,19 +5596,19 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function count_tokens",
-    "component_id": "codewiki/src/be/utils.py::count_tokens",
+    "component_id": "codewiki\\src\\be\\utils.py::count_tokens",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/utils.py::validate_mermaid_diagrams": {
-    "id": "codewiki/src/be/utils.py::validate_mermaid_diagrams",
+  "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams": {
+    "id": "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
     "name": "validate_mermaid_diagrams",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
-    "relative_path": "codewiki/src/be/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
+    "relative_path": "codewiki\\src\\be\\utils.py",
     "depends_on": [
-      "codewiki/src/be/utils.py::validate_single_diagram",
-      "codewiki/src/be/utils.py::extract_mermaid_blocks"
+      "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
+      "codewiki\\src\\be\\utils.py::validate_single_diagram"
     ],
     "source_code": "async def validate_mermaid_diagrams(md_file_path: str, relative_path: str) -> str:\n    \"\"\"\n    Validate all Mermaid diagrams in a markdown file.\n    \n    Args:\n        md_file_path: Path to the markdown file to check\n        relative_path: Relative path to the markdown file\n    Returns:\n        \"All mermaid diagrams are syntax correct\" if all diagrams are valid,\n        otherwise returns error message with details about invalid diagrams\n    \"\"\"\n\n    try:\n        # Read the markdown file\n        file_path = Path(md_file_path)\n        if not file_path.exists():\n            return f\"Error: File '{md_file_path}' does not exist\"\n        \n        content = file_path.read_text(encoding='utf-8')\n        \n        # Extract all mermaid code blocks\n        mermaid_blocks = extract_mermaid_blocks(content)\n        \n        if not mermaid_blocks:\n            return \"No mermaid diagrams found in the file\"\n        \n        # Validate each mermaid diagram sequentially to avoid segfaults\n        errors = []\n        for i, (line_start, diagram_content) in enumerate(mermaid_blocks, 1):\n            error_msg = await validate_single_diagram(diagram_content, i, line_start)\n            if error_msg:\n                errors.append(\"\\n\")\n                errors.append(error_msg)\n        \n        # if errors:\n        #     logger.debug(f\"Mermaid syntax errors found in file: {md_file_path}: {errors}\")\n        \n        if errors:\n            return \"Mermaid syntax errors found in file: \" + relative_path + \"\\n\" + \"\\n\".join(errors)\n        else:\n            return \"All mermaid diagrams in file: \" + relative_path + \" are syntax correct\"\n            \n    except Exception as e:\n        return f\"Error processing file: {str(e)}\"",
     "start_line": 66,
@@ -5705,16 +5623,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function validate_mermaid_diagrams",
-    "component_id": "codewiki/src/be/utils.py::validate_mermaid_diagrams",
+    "component_id": "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/utils.py::extract_mermaid_blocks": {
-    "id": "codewiki/src/be/utils.py::extract_mermaid_blocks",
+  "codewiki\\src\\be\\utils.py::extract_mermaid_blocks": {
+    "id": "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
     "name": "extract_mermaid_blocks",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
-    "relative_path": "codewiki/src/be/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
+    "relative_path": "codewiki\\src\\be\\utils.py",
     "depends_on": [],
     "source_code": "def extract_mermaid_blocks(content: str) -> List[Tuple[int, str]]:\n    \"\"\"\n    Extract all mermaid code blocks from markdown content.\n    \n    Returns:\n        List of tuples containing (line_number, diagram_content)\n    \"\"\"\n    mermaid_blocks = []\n    lines = content.split('\\n')\n    i = 0\n    \n    while i < len(lines):\n        line = lines[i].strip()\n        \n        # Look for mermaid code block start\n        if line == '```mermaid' or line.startswith('```mermaid'):\n            start_line = i + 1\n            diagram_lines = []\n            i += 1\n            \n            # Collect lines until we find the closing ```\n            while i < len(lines):\n                if lines[i].strip() == '```':\n                    break\n                diagram_lines.append(lines[i])\n                i += 1\n            \n            if diagram_lines:  # Only add non-empty diagrams\n                diagram_content = '\\n'.join(diagram_lines)\n                mermaid_blocks.append((start_line, diagram_content))\n        \n        i += 1\n    \n    return mermaid_blocks",
     "start_line": 112,
@@ -5728,16 +5646,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function extract_mermaid_blocks",
-    "component_id": "codewiki/src/be/utils.py::extract_mermaid_blocks",
+    "component_id": "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/utils.py::_try_pythonmonkey_parse": {
-    "id": "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
+  "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse": {
+    "id": "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse",
     "name": "_try_pythonmonkey_parse",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
-    "relative_path": "codewiki/src/be/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
+    "relative_path": "codewiki\\src\\be\\utils.py",
     "depends_on": [],
     "source_code": "async def _try_pythonmonkey_parse(diagram_content: str) -> str | None:\n    \"\"\"Attempt to parse via PythonMonkey/mermaid-parser-py.\n\n    Returns the extracted parse-error message, \"\" on success, or None when\n    PythonMonkey itself is unusable (broken JS event loop binding on\n    Python 3.13+) so the caller can fall back to mermaid-py.\n    \"\"\"\n    global _PYTHONMONKEY_BROKEN\n    if _PYTHONMONKEY_BROKEN:\n        return None\n\n    import os\n\n    try:\n        from mermaid_parser.parser import parse_mermaid_py\n    except Exception:\n        _PYTHONMONKEY_BROKEN = True\n        return None\n\n    old_stderr = sys.stderr\n    sys.stderr = open(os.devnull, 'w')\n    try:\n        if (\n            _main_loop is not None\n            and _main_loop.is_running()\n            and threading.get_ident() != _main_loop_thread_ident\n        ):\n            fut = asyncio.run_coroutine_threadsafe(\n                parse_mermaid_py(diagram_content), _main_loop\n            )\n            await asyncio.wrap_future(fut)\n        else:\n            await parse_mermaid_py(diagram_content)\n        return \"\"\n    except Exception as e:\n        error_str = str(e)\n        # PythonMonkey 1.3.1 only supports Python 3.8-3.11; on newer Pythons\n        # every JS call raises this. Latch the failure once so subsequent\n        # diagrams skip the broken path and go straight to mermaid-py.\n        if \"cannot find a running Python event-loop\" in error_str:\n            _PYTHONMONKEY_BROKEN = True\n            return None\n        match = re.search(r\"Error:(.*?)(?=Stack Trace:|$)\", error_str, re.DOTALL)\n        if match:\n            return match.group(0).strip()\n        # Unknown error from the JS parser — fall back rather than surface it.\n        return None\n    finally:\n        sys.stderr.close()\n        sys.stderr = old_stderr",
     "start_line": 161,
@@ -5751,16 +5669,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _try_pythonmonkey_parse",
-    "component_id": "codewiki/src/be/utils.py::_try_pythonmonkey_parse",
+    "component_id": "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/utils.py::_parse_via_mermaid_py": {
-    "id": "codewiki/src/be/utils.py::_parse_via_mermaid_py",
+  "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py": {
+    "id": "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py",
     "name": "_parse_via_mermaid_py",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
-    "relative_path": "codewiki/src/be/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
+    "relative_path": "codewiki\\src\\be\\utils.py",
     "depends_on": [],
     "source_code": "def _parse_via_mermaid_py(diagram_content: str) -> str:\n    \"\"\"Validate via mermaid-py. Returns parse-error text, or \"\" if valid.\n\n    mermaid-py raises MermaidError on parse failure and returns an SVG body\n    on success — we must drive the result off the exception, not the body\n    text, otherwise a successful SVG gets reported as a parse error.\n    \"\"\"\n    import mermaid as md\n    try:\n        md.Mermaid(diagram_content)\n        return \"\"\n    except Exception as e:\n        return str(e)",
     "start_line": 213,
@@ -5774,18 +5692,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function _parse_via_mermaid_py",
-    "component_id": "codewiki/src/be/utils.py::_parse_via_mermaid_py",
+    "component_id": "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/be/utils.py::validate_single_diagram": {
-    "id": "codewiki/src/be/utils.py::validate_single_diagram",
+  "codewiki\\src\\be\\utils.py::validate_single_diagram": {
+    "id": "codewiki\\src\\be\\utils.py::validate_single_diagram",
     "name": "validate_single_diagram",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/be/utils.py",
-    "relative_path": "codewiki/src/be/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
+    "relative_path": "codewiki\\src\\be\\utils.py",
     "depends_on": [
-      "codewiki/src/be/utils.py::_try_pythonmonkey_parse"
+      "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse"
     ],
     "source_code": "async def validate_single_diagram(diagram_content: str, diagram_num: int, line_start: int) -> str:\n    \"\"\"\n    Validate a single mermaid diagram.\n\n    Args:\n        diagram_content: The mermaid diagram content\n        diagram_num: Diagram number for error reporting\n        line_start: Starting line number in the file\n\n    Returns:\n        Error message if invalid, empty string if valid\n    \"\"\"\n    core_error = await _try_pythonmonkey_parse(diagram_content)\n    if core_error is None:\n        if _MERMAID_PY_BROKEN:\n            return f\"  Diagram {diagram_num}: validation skipped (set MERMAID_VALIDATE=1 to enable)\"\n        try:\n            core_error = await asyncio.wait_for(\n                asyncio.to_thread(_parse_via_mermaid_py, diagram_content),\n                timeout=15.0,\n            )\n        except asyncio.TimeoutError:\n            return f\"  Diagram {diagram_num}: validation timed out (15s) — diagram may be invalid\"\n        except Exception as e:\n            return f\"  Diagram {diagram_num}: Exception during validation - {str(e)}\"\n\n    if not core_error:\n        return \"\"\n\n    line_match = re.search(r'line (\\d+)', core_error)\n    if line_match:\n        error_line_in_diagram = int(line_match.group(1))\n        actual_line_in_file = line_start + error_line_in_diagram\n        newline = '\\n'\n        return f\"Diagram {diagram_num}: Parse error on line {actual_line_in_file}:{newline}{newline.join(core_error.split(newline)[1:])}\"\n    return f\"Diagram {diagram_num}: {core_error}\"",
     "start_line": 228,
@@ -5801,16 +5719,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function validate_single_diagram",
-    "component_id": "codewiki/src/be/utils.py::validate_single_diagram",
+    "component_id": "codewiki\\src\\be\\utils.py::validate_single_diagram",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/config.py::set_cli_context": {
-    "id": "codewiki/src/config.py::set_cli_context",
+  "codewiki\\src\\config.py::set_cli_context": {
+    "id": "codewiki\\src\\config.py::set_cli_context",
     "name": "set_cli_context",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/config.py",
-    "relative_path": "codewiki/src/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\config.py",
+    "relative_path": "codewiki\\src\\config.py",
     "depends_on": [],
     "source_code": "def set_cli_context(enabled: bool = True):\n    \"\"\"Set whether we're running in CLI context (vs web app).\"\"\"\n    global _CLI_CONTEXT\n    _CLI_CONTEXT = enabled",
     "start_line": 28,
@@ -5824,16 +5742,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function set_cli_context",
-    "component_id": "codewiki/src/config.py::set_cli_context",
+    "component_id": "codewiki\\src\\config.py::set_cli_context",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/config.py::is_cli_context": {
-    "id": "codewiki/src/config.py::is_cli_context",
+  "codewiki\\src\\config.py::is_cli_context": {
+    "id": "codewiki\\src\\config.py::is_cli_context",
     "name": "is_cli_context",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/config.py",
-    "relative_path": "codewiki/src/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\config.py",
+    "relative_path": "codewiki\\src\\config.py",
     "depends_on": [],
     "source_code": "def is_cli_context() -> bool:\n    \"\"\"Check if running in CLI context.\"\"\"\n    return _CLI_CONTEXT",
     "start_line": 33,
@@ -5845,16 +5763,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function is_cli_context",
-    "component_id": "codewiki/src/config.py::is_cli_context",
+    "component_id": "codewiki\\src\\config.py::is_cli_context",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/config.py::Config": {
-    "id": "codewiki/src/config.py::Config",
+  "codewiki\\src\\config.py::Config": {
+    "id": "codewiki\\src\\config.py::Config",
     "name": "Config",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/config.py",
-    "relative_path": "codewiki/src/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\config.py",
+    "relative_path": "codewiki\\src\\config.py",
     "depends_on": [],
     "source_code": "class Config:\n    \"\"\"Configuration class for CodeWiki.\"\"\"\n    repo_path: str\n    output_dir: str\n    dependency_graph_dir: str\n    docs_dir: str\n    max_depth: int\n    # LLM configuration\n    llm_base_url: str\n    llm_api_key: str\n    main_model: str\n    cluster_model: str\n    fallback_model: str = FALLBACK_MODEL_1\n    # Provider configuration\n    provider: str = \"openai-compatible\"  # openai-compatible, anthropic, bedrock, azure-openai\n    aws_region: str = \"us-east-1\"\n    api_version: str = \"2024-12-01-preview\"  # Azure OpenAI API version\n    azure_deployment: str = \"\"  # Azure OpenAI deployment name\n    # Max token settings\n    max_tokens: int = DEFAULT_MAX_TOKENS\n    max_token_per_module: int = DEFAULT_MAX_TOKEN_PER_MODULE\n    max_token_per_leaf_module: int = DEFAULT_MAX_TOKEN_PER_LEAF_MODULE\n    # Agent instructions for customization\n    agent_instructions: Optional[Dict[str, Any]] = None\n    \n    @property\n    def include_patterns(self) -> Optional[List[str]]:\n        \"\"\"Get file include patterns from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('include_patterns')\n        return None\n    \n    @property\n    def exclude_patterns(self) -> Optional[List[str]]:\n        \"\"\"Get file exclude patterns from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('exclude_patterns')\n        return None\n    \n    @property\n    def focus_modules(self) -> Optional[List[str]]:\n        \"\"\"Get focus modules from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('focus_modules')\n        return None\n    \n    @property\n    def doc_type(self) -> Optional[str]:\n        \"\"\"Get documentation type from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('doc_type')\n        return None\n    \n    @property\n    def custom_instructions(self) -> Optional[str]:\n        \"\"\"Get custom instructions from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('custom_instructions')\n        return None\n    \n    def get_prompt_addition(self) -> str:\n        \"\"\"Generate prompt additions based on agent instructions.\"\"\"\n        if not self.agent_instructions:\n            return \"\"\n        \n        additions = []\n        \n        if self.doc_type:\n            doc_type_instructions = {\n                'api': \"Focus on API documentation: endpoints, parameters, return types, and usage examples.\",\n                'architecture': \"Focus on architecture documentation: system design, component relationships, and data flow.\",\n                'user-guide': \"Focus on user guide documentation: how to use features, step-by-step tutorials.\",\n                'developer': \"Focus on developer documentation: code structure, contribution guidelines, and implementation details.\",\n            }\n            if self.doc_type.lower() in doc_type_instructions:\n                additions.append(doc_type_instructions[self.doc_type.lower()])\n            else:\n                additions.append(f\"Focus on generating {self.doc_type} documentation.\")\n        \n        if self.focus_modules:\n            additions.append(f\"Pay special attention to and provide more detailed documentation for these modules: {', '.join(self.focus_modules)}\")\n        \n        if self.custom_instructions:\n            additions.append(f\"Additional instructions: {self.custom_instructions}\")\n        \n        return \"\\n\".join(additions) if additions else \"\"\n    \n    @classmethod\n    def from_args(cls, args: argparse.Namespace) -> 'Config':\n        \"\"\"Create configuration from parsed arguments.\"\"\"\n        repo_name = os.path.basename(os.path.normpath(args.repo_path))\n        sanitized_repo_name = ''.join(c if c.isalnum() else '_' for c in repo_name)\n        \n        return cls(\n            repo_path=args.repo_path,\n            output_dir=OUTPUT_BASE_DIR,\n            dependency_graph_dir=os.path.join(OUTPUT_BASE_DIR, DEPENDENCY_GRAPHS_DIR),\n            docs_dir=os.path.join(OUTPUT_BASE_DIR, DOCS_DIR, f\"{sanitized_repo_name}-docs\"),\n            max_depth=MAX_DEPTH,\n            llm_base_url=LLM_BASE_URL,\n            llm_api_key=LLM_API_KEY,\n            main_model=MAIN_MODEL,\n            cluster_model=CLUSTER_MODEL,\n            fallback_model=FALLBACK_MODEL_1\n        )\n    \n    @classmethod\n    def from_cli(\n        cls,\n        repo_path: str,\n        output_dir: str,\n        llm_base_url: str,\n        llm_api_key: str,\n        main_model: str,\n        cluster_model: str,\n        fallback_model: str = FALLBACK_MODEL_1,\n        provider: str = \"openai-compatible\",\n        aws_region: str = \"us-east-1\",\n        api_version: str = \"2024-12-01-preview\",\n        azure_deployment: str = \"\",\n        max_tokens: int = DEFAULT_MAX_TOKENS,\n        max_token_per_module: int = DEFAULT_MAX_TOKEN_PER_MODULE,\n        max_token_per_leaf_module: int = DEFAULT_MAX_TOKEN_PER_LEAF_MODULE,\n        max_depth: int = MAX_DEPTH,\n        agent_instructions: Optional[Dict[str, Any]] = None\n    ) -> 'Config':\n        \"\"\"\n        Create configuration for CLI context.\n\n        Args:\n            repo_path: Repository path\n            output_dir: Output directory for generated docs\n            llm_base_url: LLM API base URL\n            llm_api_key: LLM API key\n            main_model: Primary model\n            cluster_model: Clustering model\n            fallback_model: Fallback model\n            provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n            aws_region: AWS region for Bedrock provider\n            api_version: Azure OpenAI API version\n            azure_deployment: Azure OpenAI deployment name\n            max_tokens: Maximum tokens for LLM response\n            max_token_per_module: Maximum tokens per module for clustering\n            max_token_per_leaf_module: Maximum tokens per leaf module\n            max_depth: Maximum depth for hierarchical decomposition\n            agent_instructions: Custom agent instructions dict\n\n        Returns:\n            Config instance\n        \"\"\"\n        repo_name = os.path.basename(os.path.normpath(repo_path))\n        base_output_dir = os.path.join(output_dir, \"temp\")\n\n        return cls(\n            repo_path=repo_path,\n            output_dir=base_output_dir,\n            dependency_graph_dir=os.path.join(base_output_dir, DEPENDENCY_GRAPHS_DIR),\n            docs_dir=output_dir,\n            max_depth=max_depth,\n            llm_base_url=llm_base_url,\n            llm_api_key=llm_api_key,\n            main_model=main_model,\n            cluster_model=cluster_model,\n            fallback_model=fallback_model,\n            provider=provider,\n            aws_region=aws_region,\n            api_version=api_version,\n            azure_deployment=azure_deployment,\n            max_tokens=max_tokens,\n            max_token_per_module=max_token_per_module,\n            max_token_per_leaf_module=max_token_per_leaf_module,\n            agent_instructions=agent_instructions\n        )",
     "start_line": 47,
@@ -5866,20 +5784,20 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class Config",
-    "component_id": "codewiki/src/config.py::Config",
+    "component_id": "codewiki\\src\\config.py::Config",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/background_worker.py::BackgroundWorker": {
-    "id": "codewiki/src/fe/background_worker.py::BackgroundWorker",
+  "codewiki\\src\\fe\\background_worker.py::BackgroundWorker": {
+    "id": "codewiki\\src\\fe\\background_worker.py::BackgroundWorker",
     "name": "BackgroundWorker",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/background_worker.py",
-    "relative_path": "codewiki/src/fe/background_worker.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\background_worker.py",
+    "relative_path": "codewiki\\src\\fe\\background_worker.py",
     "depends_on": [
-      "codewiki/src/be/dependency_analyzer/analysis/cloning.py::clone_repository",
-      "codewiki/src/be/documentation_generator.py::DocumentationGenerator",
-      "codewiki/cli/models/job.py::JobStatus"
+      "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
+      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
+      "codewiki\\cli\\models\\job.py::JobStatus"
     ],
     "source_code": "class BackgroundWorker:\n    \"\"\"Background worker for processing documentation generation jobs.\"\"\"\n    \n    def __init__(self, cache_manager: CacheManager, temp_dir: str = None):\n        self.cache_manager = cache_manager\n        self.temp_dir = temp_dir or WebAppConfig.TEMP_DIR\n        self.running = False\n        self.processing_queue = Queue(maxsize=WebAppConfig.QUEUE_SIZE)\n        self.job_status: Dict[str, JobStatus] = {}\n        self.jobs_file = Path(WebAppConfig.CACHE_DIR) / \"jobs.json\"\n        self.load_job_statuses()\n    \n    def start(self):\n        \"\"\"Start the background worker thread.\"\"\"\n        if not self.running:\n            self.running = True\n            thread = threading.Thread(target=self._worker_loop, daemon=True)\n            thread.start()\n            print(\"Background worker started\")\n    \n    def stop(self):\n        \"\"\"Stop the background worker.\"\"\"\n        self.running = False\n    \n    def add_job(self, job_id: str, job: JobStatus):\n        \"\"\"Add a job to the processing queue.\"\"\"\n        self.job_status[job_id] = job\n        self.processing_queue.put(job_id)\n    \n    def get_job_status(self, job_id: str) -> JobStatus:\n        \"\"\"Get job status by ID.\"\"\"\n        return self.job_status.get(job_id)\n    \n    def get_all_jobs(self) -> Dict[str, JobStatus]:\n        \"\"\"Get all job statuses.\"\"\"\n        return self.job_status\n    \n    def load_job_statuses(self):\n        \"\"\"Load job statuses from disk.\"\"\"\n        if not self.jobs_file.exists():\n            # Try to reconstruct from cache if no job file exists\n            self._reconstruct_jobs_from_cache()\n            return\n        \n        try:\n            data = file_manager.load_json(self.jobs_file)\n                \n            for job_id, job_data in data.items():\n                # Only load completed jobs to avoid inconsistent state\n                if job_data.get('status') == 'completed':\n                    self.job_status[job_id] = JobStatus(\n                        job_id=job_data['job_id'],\n                        repo_url=job_data['repo_url'],\n                        status=job_data['status'],\n                        created_at=datetime.fromisoformat(job_data['created_at']),\n                        started_at=datetime.fromisoformat(job_data['started_at']) if job_data.get('started_at') else None,\n                        completed_at=datetime.fromisoformat(job_data['completed_at']) if job_data.get('completed_at') else None,\n                        error_message=job_data.get('error_message'),\n                        progress=job_data.get('progress', ''),\n                        docs_path=job_data.get('docs_path')\n                    )\n            print(f\"Loaded {len([j for j in self.job_status.values() if j.status == 'completed'])} completed jobs from disk\")\n        except Exception as e:\n            print(f\"Error loading job statuses: {e}\")\n    \n    def _reconstruct_jobs_from_cache(self):\n        \"\"\"Reconstruct job statuses from cache entries for backward compatibility.\"\"\"\n        try:\n            cache_entries = self.cache_manager.cache_index\n            reconstructed_count = 0\n            \n            for repo_hash, cache_entry in cache_entries.items():\n                # Extract repo info to create job_id\n                from .github_processor import GitHubRepoProcessor\n                try:\n                    repo_info = GitHubRepoProcessor.get_repo_info(cache_entry.repo_url)\n                    job_id = repo_info['full_name'].replace('/', '--')\n                    \n                    # Only add if job doesn't already exist\n                    if job_id not in self.job_status:\n                        self.job_status[job_id] = JobStatus(\n                            job_id=job_id,\n                            repo_url=cache_entry.repo_url,\n                            status='completed',\n                            created_at=cache_entry.created_at,\n                            completed_at=cache_entry.created_at,\n                            docs_path=cache_entry.docs_path,\n                            progress=\"Reconstructed from cache\"\n                        )\n                        reconstructed_count += 1\n                except Exception as e:\n                    print(f\"Failed to reconstruct job for {cache_entry.repo_url}: {e}\")\n            \n            if reconstructed_count > 0:\n                print(f\"Reconstructed {reconstructed_count} job statuses from cache\")\n                self.save_job_statuses()\n                \n        except Exception as e:\n            print(f\"Error reconstructing jobs from cache: {e}\")\n    \n    def save_job_statuses(self):\n        \"\"\"Save job statuses to disk.\"\"\"\n        try:\n            # Ensure cache directory exists\n            self.jobs_file.parent.mkdir(parents=True, exist_ok=True)\n            \n            data = {}\n            for job_id, job in self.job_status.items():\n                data[job_id] = {\n                    'job_id': job.job_id,\n                    'repo_url': job.repo_url,\n                    'status': job.status,\n                    'created_at': job.created_at.isoformat(),\n                    'started_at': job.started_at.isoformat() if job.started_at else None,\n                    'completed_at': job.completed_at.isoformat() if job.completed_at else None,\n                    'error_message': job.error_message,\n                    'progress': job.progress,\n                    'docs_path': job.docs_path\n                }\n            \n            file_manager.save_json(data, self.jobs_file)\n        except Exception as e:\n            print(f\"Error saving job statuses: {e}\")\n    \n    def _worker_loop(self):\n        \"\"\"Main worker loop.\"\"\"\n        while self.running:\n            try:\n                if not self.processing_queue.empty():\n                    job_id = self.processing_queue.get(timeout=1)\n                    self._process_job(job_id)\n                else:\n                    time.sleep(1)\n            except Exception as e:\n                print(f\"Worker error: {e}\")\n                time.sleep(1)\n    \n    def _process_job(self, job_id: str):\n        \"\"\"Process a single documentation generation job.\"\"\"\n        if job_id not in self.job_status:\n            return\n        \n        job = self.job_status[job_id]\n        \n        try:\n            # Update job status\n            job.status = 'processing'\n            job.started_at = datetime.now()\n            job.progress = \"Starting repository clone...\"\n            job.main_model = MAIN_MODEL\n            \n            # Check cache first\n            cached_docs = self.cache_manager.get_cached_docs(job.repo_url)\n            if cached_docs and Path(cached_docs).exists():\n                job.status = 'completed'\n                job.completed_at = datetime.now()\n                job.docs_path = cached_docs\n                job.progress = \"Documentation retrieved from cache\"\n                if not job.main_model:  # Only set if not already set\n                    job.main_model = MAIN_MODEL\n                \n                # Save job status to disk\n                self.save_job_statuses()\n                \n                print(f\"Job {job_id}: Using cached documentation\")\n                return\n            \n            # Clone repository\n            repo_info = GitHubRepoProcessor.get_repo_info(job.repo_url)\n            # Use repo full name for temp directory (already URL-safe since job_id is URL-safe)\n            temp_repo_dir = os.path.join(self.temp_dir, job_id)\n            \n            job.progress = f\"Cloning repository {repo_info['full_name']}...\"\n            \n            if not GitHubRepoProcessor.clone_repository(repo_info['clone_url'], temp_repo_dir, job.commit_id):\n                raise Exception(\"Failed to clone repository\")\n            \n            # Generate documentation\n            job.progress = \"Analyzing repository structure...\"\n            \n            # Create config for documentation generation (using env vars)\n            import argparse\n            args = argparse.Namespace(repo_path=temp_repo_dir)\n            config = Config.from_args(args)\n            # Override docs_dir with job-specific directory\n            config.docs_dir = os.path.join(\"output\", \"docs\", f\"{job_id}-docs\")\n            \n            job.progress = \"Generating documentation...\"\n            \n            # Generate documentation\n            doc_generator = DocumentationGenerator(config, job.commit_id)\n            \n            # Run the async documentation generation in a new event loop\n            loop = asyncio.new_event_loop()\n            asyncio.set_event_loop(loop)\n            try:\n                loop.run_until_complete(doc_generator.run())\n            finally:\n                loop.close()\n            \n            # Cache the results\n            docs_path = os.path.abspath(config.docs_dir)\n            self.cache_manager.add_to_cache(job.repo_url, docs_path)\n            \n            # Update job status\n            job.status = 'completed'\n            job.completed_at = datetime.now()\n            job.docs_path = docs_path\n            job.progress = \"Documentation generation completed\"\n            \n            # Save job status to disk\n            self.save_job_statuses()\n            \n            print(f\"Job {job_id}: Documentation generated successfully\")\n            \n        except Exception as e:\n            # Update job status with error\n            job.status = 'failed'\n            job.completed_at = datetime.now()\n            job.error_message = str(e)\n            job.progress = f\"Failed: {str(e)}\"\n            \n            print(f\"Job {job_id}: Failed with error: {e}\")\n        \n        finally:\n            # Cleanup temporary repository\n            if 'temp_repo_dir' in locals() and os.path.exists(temp_repo_dir):\n                try:\n                    subprocess.run(['rm', '-rf', temp_repo_dir], check=True)\n                except Exception as e:\n                    print(f\"Failed to cleanup temp directory: {e}\")",
     "start_line": 26,
@@ -5891,18 +5809,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class BackgroundWorker",
-    "component_id": "codewiki/src/fe/background_worker.py::BackgroundWorker",
+    "component_id": "codewiki\\src\\fe\\background_worker.py::BackgroundWorker",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/cache_manager.py::CacheManager": {
-    "id": "codewiki/src/fe/cache_manager.py::CacheManager",
+  "codewiki\\src\\fe\\cache_manager.py::CacheManager": {
+    "id": "codewiki\\src\\fe\\cache_manager.py::CacheManager",
     "name": "CacheManager",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/cache_manager.py",
-    "relative_path": "codewiki/src/fe/cache_manager.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\cache_manager.py",
+    "relative_path": "codewiki\\src\\fe\\cache_manager.py",
     "depends_on": [
-      "codewiki/src/fe/models.py::CacheEntry"
+      "codewiki\\src\\fe\\models.py::CacheEntry"
     ],
     "source_code": "class CacheManager:\n    \"\"\"Manages documentation cache.\"\"\"\n    \n    def __init__(self, cache_dir: str = None, cache_expiry_days: int = None):\n        self.cache_dir = Path(cache_dir or WebAppConfig.CACHE_DIR)\n        self.cache_expiry_days = cache_expiry_days or WebAppConfig.CACHE_EXPIRY_DAYS\n        self.cache_dir.mkdir(parents=True, exist_ok=True)\n        self.cache_index: Dict[str, CacheEntry] = {}\n        self.load_cache_index()\n    \n    def load_cache_index(self):\n        \"\"\"Load cache index from disk.\"\"\"\n        index_file = self.cache_dir / \"cache_index.json\"\n        if index_file.exists():\n            try:\n                data = file_manager.load_json(index_file)\n                for key, value in data.items():\n                    self.cache_index[key] = CacheEntry(\n                        repo_url=value['repo_url'],\n                        repo_url_hash=value['repo_url_hash'],\n                        docs_path=value['docs_path'],\n                        created_at=datetime.fromisoformat(value['created_at']),\n                        last_accessed=datetime.fromisoformat(value['last_accessed'])\n                    )\n            except Exception as e:\n                print(f\"Error loading cache index: {e}\")\n    \n    def save_cache_index(self):\n        \"\"\"Save cache index to disk.\"\"\"\n        index_file = self.cache_dir / \"cache_index.json\"\n        try:\n            data = {}\n            for key, entry in self.cache_index.items():\n                data[key] = {\n                    'repo_url': entry.repo_url,\n                    'repo_url_hash': entry.repo_url_hash,\n                    'docs_path': entry.docs_path,\n                    'created_at': entry.created_at.isoformat(),\n                    'last_accessed': entry.last_accessed.isoformat()\n                }\n            \n            file_manager.save_json(data, index_file)\n        except Exception as e:\n            print(f\"Error saving cache index: {e}\")\n    \n    def get_repo_hash(self, repo_url: str) -> str:\n        \"\"\"Generate hash for repository URL.\"\"\"\n        return hashlib.sha256(repo_url.encode()).hexdigest()[:16]\n    \n    def get_cached_docs(self, repo_url: str) -> Optional[str]:\n        \"\"\"Get cached documentation path if available.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        \n        if repo_hash in self.cache_index:\n            entry = self.cache_index[repo_hash]\n            \n            # Check if cache is still valid\n            if datetime.now() - entry.created_at < timedelta(days=self.cache_expiry_days):\n                # Update last accessed\n                entry.last_accessed = datetime.now()\n                self.save_cache_index()\n                return entry.docs_path\n            else:\n                # Cache expired, remove it\n                self.remove_from_cache(repo_url)\n        \n        return None\n    \n    def add_to_cache(self, repo_url: str, docs_path: str):\n        \"\"\"Add documentation to cache.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        now = datetime.now()\n        \n        self.cache_index[repo_hash] = CacheEntry(\n            repo_url=repo_url,\n            repo_url_hash=repo_hash,\n            docs_path=docs_path,\n            created_at=now,\n            last_accessed=now\n        )\n        \n        self.save_cache_index()\n    \n    def remove_from_cache(self, repo_url: str):\n        \"\"\"Remove documentation from cache.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        if repo_hash in self.cache_index:\n            del self.cache_index[repo_hash]\n            self.save_cache_index()\n    \n    def cleanup_expired_cache(self):\n        \"\"\"Remove expired cache entries.\"\"\"\n        expired_entries = []\n        cutoff = datetime.now() - timedelta(days=self.cache_expiry_days)\n        \n        for repo_hash, entry in self.cache_index.items():\n            if entry.created_at < cutoff:\n                expired_entries.append(repo_hash)\n        \n        for repo_hash in expired_entries:\n            del self.cache_index[repo_hash]\n        \n        if expired_entries:\n            self.save_cache_index()",
     "start_line": 16,
@@ -5914,16 +5832,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class CacheManager",
-    "component_id": "codewiki/src/fe/cache_manager.py::CacheManager",
+    "component_id": "codewiki\\src\\fe\\cache_manager.py::CacheManager",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/config.py::WebAppConfig": {
-    "id": "codewiki/src/fe/config.py::WebAppConfig",
+  "codewiki\\src\\fe\\config.py::WebAppConfig": {
+    "id": "codewiki\\src\\fe\\config.py::WebAppConfig",
     "name": "WebAppConfig",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/config.py",
-    "relative_path": "codewiki/src/fe/config.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\config.py",
+    "relative_path": "codewiki\\src\\fe\\config.py",
     "depends_on": [],
     "source_code": "class WebAppConfig:\n    \"\"\"Configuration class for web application settings.\"\"\"\n    \n    # Directories\n    CACHE_DIR = \"./output/cache\"\n    TEMP_DIR = \"./output/temp\"\n    OUTPUT_DIR = \"./output\"\n    \n    # Queue settings\n    QUEUE_SIZE = 100\n    \n    # Cache settings\n    CACHE_EXPIRY_DAYS = 365\n    \n    # Job cleanup settings\n    JOB_CLEANUP_HOURS = 24000\n    RETRY_COOLDOWN_MINUTES = 3\n    \n    # Server settings\n    DEFAULT_HOST = \"127.0.0.1\"\n    DEFAULT_PORT = 8000\n    \n    # Git settings\n    CLONE_TIMEOUT = 300\n    CLONE_DEPTH = 1\n    \n    @classmethod\n    def ensure_directories(cls):\n        \"\"\"Ensure all required directories exist.\"\"\"\n        directories = [\n            cls.CACHE_DIR,\n            cls.TEMP_DIR,\n            cls.OUTPUT_DIR\n        ]\n        \n        for directory in directories:\n            Path(directory).mkdir(parents=True, exist_ok=True)\n    \n    @classmethod\n    def get_absolute_path(cls, path: str) -> str:\n        \"\"\"Get absolute path for a given relative path.\"\"\"\n        return os.path.abspath(path)",
     "start_line": 10,
@@ -5935,16 +5853,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class WebAppConfig",
-    "component_id": "codewiki/src/fe/config.py::WebAppConfig",
+    "component_id": "codewiki\\src\\fe\\config.py::WebAppConfig",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/github_processor.py::GitHubRepoProcessor": {
-    "id": "codewiki/src/fe/github_processor.py::GitHubRepoProcessor",
+  "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor": {
+    "id": "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor",
     "name": "GitHubRepoProcessor",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/github_processor.py",
-    "relative_path": "codewiki/src/fe/github_processor.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\github_processor.py",
+    "relative_path": "codewiki\\src\\fe\\github_processor.py",
     "depends_on": [],
     "source_code": "class GitHubRepoProcessor:\n    \"\"\"Handles GitHub repository processing.\"\"\"\n    \n    @staticmethod\n    def is_valid_github_url(url: str) -> bool:\n        \"\"\"Validate if the URL is a valid GitHub repository URL.\"\"\"\n        try:\n            parsed = urlparse(url)\n            if parsed.netloc.lower() not in ['github.com', 'www.github.com']:\n                return False\n            \n            path_parts = parsed.path.strip('/').split('/')\n            if len(path_parts) < 2:\n                return False\n            \n            # Check if it's a valid repo path (owner/repo)\n            return len(path_parts) >= 2 and all(part for part in path_parts[:2])\n        except Exception:\n            return False\n    \n    @staticmethod\n    def get_repo_info(url: str) -> Dict[str, str]:\n        \"\"\"Extract repository information from GitHub URL.\"\"\"\n        parsed = urlparse(url)\n        path_parts = parsed.path.strip('/').split('/')\n        \n        owner = path_parts[0]\n        repo = path_parts[1]\n        \n        # Remove .git suffix if present\n        if repo.endswith('.git'):\n            repo = repo[:-4]\n        \n        return {\n            'owner': owner,\n            'repo': repo,\n            'full_name': f\"{owner}/{repo}\",\n            'clone_url': f\"https://github.com/{owner}/{repo}.git\"\n        }\n    \n    @staticmethod\n    def clone_repository(clone_url: str, target_dir: str, commit_id: str = None) -> bool:\n        \"\"\"Clone a GitHub repository to the target directory, optionally checking out a specific commit.\"\"\"\n        try:\n            # Ensure target directory exists\n            os.makedirs(os.path.dirname(target_dir), exist_ok=True)\n            \n            # If specific commit is requested, don't use shallow clone\n            if commit_id:\n                # Clone full repository to access specific commit\n                result = subprocess.run([\n                    'git', 'clone', clone_url, target_dir\n                ], capture_output=True, text=True, timeout=WebAppConfig.CLONE_TIMEOUT)\n                \n                if result.returncode != 0:\n                    print(f\"Error cloning repository: {result.stderr}\")\n                    return False\n                \n                # Checkout specific commit\n                result = subprocess.run([\n                    'git', 'checkout', commit_id\n                ], cwd=target_dir, capture_output=True, text=True, timeout=30)\n                \n                if result.returncode != 0:\n                    print(f\"Error checking out commit {commit_id}: {result.stderr}\")\n                    return False\n            else:\n                # Clone repository with shallow depth (default behavior)\n                result = subprocess.run([\n                    'git', 'clone', '--depth', str(WebAppConfig.CLONE_DEPTH), clone_url, target_dir\n                ], capture_output=True, text=True, timeout=WebAppConfig.CLONE_TIMEOUT)\n                \n                if result.returncode != 0:\n                    print(f\"Error cloning repository: {result.stderr}\")\n                    return False\n            \n            return True\n        except Exception as e:\n            print(f\"Error cloning repository: {e}\")\n            return False",
     "start_line": 14,
@@ -5956,16 +5874,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class GitHubRepoProcessor",
-    "component_id": "codewiki/src/fe/github_processor.py::GitHubRepoProcessor",
+    "component_id": "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/models.py::RepositorySubmission": {
-    "id": "codewiki/src/fe/models.py::RepositorySubmission",
+  "codewiki\\src\\fe\\models.py::RepositorySubmission": {
+    "id": "codewiki\\src\\fe\\models.py::RepositorySubmission",
     "name": "RepositorySubmission",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/models.py",
-    "relative_path": "codewiki/src/fe/models.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\models.py",
+    "relative_path": "codewiki\\src\\fe\\models.py",
     "depends_on": [],
     "source_code": "class RepositorySubmission(BaseModel):\n    \"\"\"Pydantic model for repository submission form.\"\"\"\n    repo_url: HttpUrl",
     "start_line": 12,
@@ -5979,16 +5897,16 @@
     ],
     "class_name": null,
     "display_name": "class RepositorySubmission",
-    "component_id": "codewiki/src/fe/models.py::RepositorySubmission",
+    "component_id": "codewiki\\src\\fe\\models.py::RepositorySubmission",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/models.py::JobStatusResponse": {
-    "id": "codewiki/src/fe/models.py::JobStatusResponse",
+  "codewiki\\src\\fe\\models.py::JobStatusResponse": {
+    "id": "codewiki\\src\\fe\\models.py::JobStatusResponse",
     "name": "JobStatusResponse",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/models.py",
-    "relative_path": "codewiki/src/fe/models.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\models.py",
+    "relative_path": "codewiki\\src\\fe\\models.py",
     "depends_on": [],
     "source_code": "class JobStatusResponse(BaseModel):\n    \"\"\"Pydantic model for job status API response.\"\"\"\n    job_id: str\n    repo_url: str\n    status: str\n    created_at: datetime\n    started_at: Optional[datetime] = None\n    completed_at: Optional[datetime] = None\n    error_message: Optional[str] = None\n    progress: str = \"\"\n    docs_path: Optional[str] = None\n    main_model: Optional[str] = None\n    commit_id: Optional[str] = None",
     "start_line": 17,
@@ -6002,16 +5920,16 @@
     ],
     "class_name": null,
     "display_name": "class JobStatusResponse",
-    "component_id": "codewiki/src/fe/models.py::JobStatusResponse",
+    "component_id": "codewiki\\src\\fe\\models.py::JobStatusResponse",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/models.py::JobStatus": {
-    "id": "codewiki/src/fe/models.py::JobStatus",
+  "codewiki\\src\\fe\\models.py::JobStatus": {
+    "id": "codewiki\\src\\fe\\models.py::JobStatus",
     "name": "JobStatus",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/models.py",
-    "relative_path": "codewiki/src/fe/models.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\models.py",
+    "relative_path": "codewiki\\src\\fe\\models.py",
     "depends_on": [],
     "source_code": "class JobStatus:\n    \"\"\"Tracks the status of a documentation generation job.\"\"\"\n    job_id: str\n    repo_url: str\n    status: str  # 'queued', 'processing', 'completed', 'failed'\n    created_at: datetime\n    started_at: Optional[datetime] = None\n    completed_at: Optional[datetime] = None\n    error_message: Optional[str] = None\n    progress: str = \"\"\n    docs_path: Optional[str] = None\n    main_model: Optional[str] = None\n    commit_id: Optional[str] = None",
     "start_line": 33,
@@ -6023,16 +5941,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class JobStatus",
-    "component_id": "codewiki/src/fe/models.py::JobStatus",
+    "component_id": "codewiki\\src\\fe\\models.py::JobStatus",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/models.py::CacheEntry": {
-    "id": "codewiki/src/fe/models.py::CacheEntry",
+  "codewiki\\src\\fe\\models.py::CacheEntry": {
+    "id": "codewiki\\src\\fe\\models.py::CacheEntry",
     "name": "CacheEntry",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/models.py",
-    "relative_path": "codewiki/src/fe/models.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\models.py",
+    "relative_path": "codewiki\\src\\fe\\models.py",
     "depends_on": [],
     "source_code": "class CacheEntry:\n    \"\"\"Represents a cached documentation result.\"\"\"\n    repo_url: str\n    repo_url_hash: str\n    docs_path: str\n    created_at: datetime\n    last_accessed: datetime",
     "start_line": 49,
@@ -6044,23 +5962,23 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class CacheEntry",
-    "component_id": "codewiki/src/fe/models.py::CacheEntry",
+    "component_id": "codewiki\\src\\fe\\models.py::CacheEntry",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/routes.py::WebRoutes": {
-    "id": "codewiki/src/fe/routes.py::WebRoutes",
+  "codewiki\\src\\fe\\routes.py::WebRoutes": {
+    "id": "codewiki\\src\\fe\\routes.py::WebRoutes",
     "name": "WebRoutes",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/routes.py",
-    "relative_path": "codewiki/src/fe/routes.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\routes.py",
+    "relative_path": "codewiki\\src\\fe\\routes.py",
     "depends_on": [
-      "codewiki/cli/models/job.py::JobStatus",
-      "codewiki/src/fe/visualise_docs.py::get_file_title",
-      "codewiki/src/fe/template_utils.py::render_template",
-      "codewiki/src/fe/models.py::JobStatusResponse",
-      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
-      "codewiki/src/fe/web_app.py::get_job_status"
+      "codewiki\\src\\fe\\models.py::JobStatusResponse",
+      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
+      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
+      "codewiki\\cli\\models\\job.py::JobStatus",
+      "codewiki\\src\\fe\\template_utils.py::render_template",
+      "codewiki\\src\\fe\\web_app.py::get_job_status"
     ],
     "source_code": "class WebRoutes:\n    \"\"\"Handles all web routes for the application.\"\"\"\n    \n    def __init__(self, background_worker: BackgroundWorker, cache_manager: CacheManager):\n        self.background_worker = background_worker\n        self.cache_manager = cache_manager\n    \n    async def index_get(self, request: Request) -> HTMLResponse:\n        \"\"\"Main page with form for submitting GitHub repositories.\"\"\"\n        # Clean up old jobs before displaying\n        # self.cleanup_old_jobs()\n        \n        # Get recent jobs (last 10)\n        all_jobs = self.background_worker.get_all_jobs()\n        recent_jobs = sorted(\n            all_jobs.values(),\n            key=lambda x: x.created_at,\n            reverse=True\n        )[:100]\n        \n        context = {\n            \"message\": None,\n            \"message_type\": None,\n            \"repo_url\": \"\",\n            \"commit_id\": \"\",\n            \"recent_jobs\": recent_jobs\n        }\n        \n        return HTMLResponse(content=render_template(WEB_INTERFACE_TEMPLATE, context))\n    \n    async def index_post(self, request: Request, repo_url: str = Form(...), commit_id: str = Form(\"\")) -> HTMLResponse:\n        \"\"\"Handle repository submission.\"\"\"\n        # Clean up old jobs before processing\n        self.cleanup_old_jobs()\n        \n        message = None\n        message_type = None\n        \n        repo_url = repo_url.strip()\n        commit_id = commit_id.strip() if commit_id else \"\"\n        \n        if not repo_url:\n            message = \"Please enter a GitHub repository URL\"\n            message_type = \"error\"\n        elif not GitHubRepoProcessor.is_valid_github_url(repo_url):\n            message = \"Please enter a valid GitHub repository URL\"\n            message_type = \"error\"\n        else:\n            # Normalize the repo URL for comparison\n            normalized_repo_url = self._normalize_github_url(repo_url)\n            \n            # Get repo info for job ID generation\n            repo_info = GitHubRepoProcessor.get_repo_info(normalized_repo_url)\n            job_id = self._repo_full_name_to_job_id(repo_info['full_name'])\n            \n            # Check if already in queue, processing, or recently failed\n            existing_job = self.background_worker.get_job_status(job_id)\n            recent_cutoff = datetime.now() - timedelta(minutes=WebAppConfig.RETRY_COOLDOWN_MINUTES)\n            \n            if existing_job:\n                if existing_job.status in ['queued', 'processing']:\n                    pass  # Will handle below\n                elif existing_job.status == 'failed' and existing_job.created_at > recent_cutoff:\n                    pass  # Will handle below\n                else:\n                    existing_job = None  # Job is old or completed, can reuse\n            \n            if existing_job:\n                if existing_job.status in ['queued', 'processing']:\n                    message = f\"Repository is already being processed (Job ID: {existing_job.job_id})\"\n                else:\n                    message = f\"Repository recently failed processing. Please wait a few minutes before retrying (Job ID: {existing_job.job_id})\"\n                message_type = \"error\"\n            else:\n                # Check cache\n                cached_docs = self.cache_manager.get_cached_docs(normalized_repo_url)\n                if cached_docs and Path(cached_docs).exists():\n                    message = \"Documentation found in cache! Redirecting to view...\"\n                    message_type = \"success\"\n                    # Create a dummy completed job for display\n                    job = JobStatus(\n                        job_id=job_id,\n                        repo_url=normalized_repo_url,  # Use normalized URL\n                        status='completed',\n                        created_at=datetime.now(),\n                        completed_at=datetime.now(),\n                        docs_path=cached_docs,\n                        progress=\"Retrieved from cache\",\n                        commit_id=commit_id if commit_id else None\n                    )\n                    self.background_worker.job_status[job_id] = job\n                else:\n                    # Add to queue\n                    try:\n                        job = JobStatus(\n                            job_id=job_id,\n                            repo_url=normalized_repo_url,  # Use normalized URL\n                            status='queued',\n                            created_at=datetime.now(),\n                            progress=\"Waiting in queue...\",\n                            commit_id=commit_id if commit_id else None\n                        )\n                        \n                        self.background_worker.add_job(job_id, job)\n                        message = f\"Repository added to processing queue! Job ID: {job_id}\"\n                        message_type = \"success\"\n                        repo_url = \"\"  # Clear form\n                        \n                    except Exception as e:\n                        message = f\"Failed to add repository to queue: {str(e)}\\n{format_exc()}\"\n                        message_type = \"error\"\n        \n        # Get recent jobs (last 10)\n        all_jobs = self.background_worker.get_all_jobs()\n        recent_jobs = sorted(\n            all_jobs.values(),\n            key=lambda x: x.created_at,\n            reverse=True\n        )\n        \n        context = {\n            \"message\": message,\n            \"message_type\": message_type,\n            \"repo_url\": repo_url or \"\",\n            \"commit_id\": commit_id or \"\",\n            \"recent_jobs\": recent_jobs\n        }\n        \n        return HTMLResponse(content=render_template(WEB_INTERFACE_TEMPLATE, context))\n    \n    async def get_job_status(self, job_id: str) -> JobStatusResponse:\n        \"\"\"API endpoint to get job status.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        if not job:\n            raise HTTPException(status_code=404, detail=\"Job not found\")\n        \n        return JobStatusResponse(**asdict(job))\n    \n    async def view_docs(self, job_id: str) -> RedirectResponse:\n        \"\"\"View generated documentation.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        if not job:\n            raise HTTPException(status_code=404, detail=\"Job not found\")\n        \n        if job.status != 'completed' or not job.docs_path:\n            raise HTTPException(status_code=404, detail=\"Documentation not available\")\n        \n        docs_path = Path(job.docs_path)\n        if not docs_path.exists():\n            raise HTTPException(status_code=404, detail=\"Documentation files not found\")\n        \n        # Redirect to the documentation viewer\n        return RedirectResponse(url=f\"/static-docs/{job_id}/\", status_code=status.HTTP_302_FOUND)\n    \n    async def serve_generated_docs(self, job_id: str, filename: str = \"overview.md\") -> HTMLResponse:\n        \"\"\"Serve generated documentation files.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        docs_path = None\n        repo_url = None\n        \n        if job:\n            # Job status exists - use it\n            if job.status != 'completed' or not job.docs_path:\n                raise HTTPException(status_code=404, detail=\"Documentation not available\")\n            docs_path = Path(job.docs_path)\n            repo_url = job.repo_url\n        else:\n            # No job status - try to find documentation in cache by job_id\n            # Convert job_id back to repo full name and construct potential paths\n            repo_full_name = self._job_id_to_repo_full_name(job_id)\n            potential_repo_url = f\"https://github.com/{repo_full_name}\"\n            \n            # Check if documentation exists in cache\n            cached_docs = self.cache_manager.get_cached_docs(potential_repo_url)\n            if cached_docs and Path(cached_docs).exists():\n                docs_path = Path(cached_docs)\n                repo_url = potential_repo_url\n                \n                # Recreate job status for consistency\n                job = JobStatus(\n                    job_id=job_id,\n                    repo_url=potential_repo_url,\n                    status='completed',\n                    created_at=datetime.now(),\n                    completed_at=datetime.now(),\n                    docs_path=cached_docs,\n                    progress=\"Loaded from cache\",\n                    commit_id=None  # No commit info available from cache\n                )\n                self.background_worker.job_status[job_id] = job\n                self.background_worker.save_job_statuses()\n            else:\n                raise HTTPException(status_code=404, detail=\"Documentation not found\")\n        \n        if not docs_path or not docs_path.exists():\n            raise HTTPException(status_code=404, detail=\"Documentation files not found\")\n        \n        # Load module tree\n        module_tree = None\n        module_tree_file = docs_path / \"module_tree.json\"\n        if module_tree_file.exists():\n            try:\n                module_tree = file_manager.load_json(module_tree_file)\n            except Exception:\n                pass\n        \n        # Load metadata\n        metadata = None\n        metadata_file = docs_path / \"metadata.json\"\n        if metadata_file.exists():\n            try:\n                metadata = file_manager.load_json(metadata_file)\n            except Exception:\n                pass\n        \n        # Serve the requested file\n        file_path = docs_path / filename\n        if not file_path.exists():\n            raise HTTPException(status_code=404, detail=f\"File {filename} not found\")\n        \n        try:\n            content = file_manager.load_text(file_path)\n            \n            # Convert markdown to HTML (reuse from visualise_docs.py)\n            from .visualise_docs import markdown_to_html, get_file_title\n            from .templates import DOCS_VIEW_TEMPLATE\n            \n            html_content = markdown_to_html(content)\n            title = get_file_title(file_path)\n            \n            context = {\n                \"repo_name\": repo_url.split(\"/\")[-1],\n                \"title\": title,\n                \"content\": html_content,\n                \"navigation\": module_tree,\n                \"current_page\": filename,\n                \"job_id\": job_id,\n                \"metadata\": metadata\n            }\n            \n            return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n            \n        except Exception as e:\n            raise HTTPException(status_code=500, detail=f\"Error reading {filename}: {e}\\n{format_exc()}\")\n    \n    def _normalize_github_url(self, url: str) -> str:\n        \"\"\"Normalize GitHub URL for consistent comparison.\"\"\"\n        try:\n            # Get repo info to standardize the URL format\n            repo_info = GitHubRepoProcessor.get_repo_info(url)\n            return f\"https://github.com/{repo_info['full_name']}\"\n        except Exception:\n            # Fallback to basic normalization\n            return url.rstrip('/').lower()\n    \n    def _repo_full_name_to_job_id(self, full_name: str) -> str:\n        \"\"\"Convert repo full name to URL-safe job ID.\"\"\"\n        return full_name.replace('/', '--')\n    \n    def _job_id_to_repo_full_name(self, job_id: str) -> str:\n        \"\"\"Convert job ID back to repo full name.\"\"\"\n        return job_id.replace('--', '/')\n    \n    def cleanup_old_jobs(self):\n        \"\"\"Clean up old job status entries.\"\"\"\n        cutoff = datetime.now() - timedelta(hours=WebAppConfig.JOB_CLEANUP_HOURS)\n        all_jobs = self.background_worker.get_all_jobs()\n        expired_jobs = [\n            job_id for job_id, job in all_jobs.items()\n            if job.created_at < cutoff and job.status in ['completed', 'failed']\n        ]\n        \n        for job_id in expired_jobs:\n            if job_id in self.background_worker.job_status:\n                del self.background_worker.job_status[job_id]",
     "start_line": 25,
@@ -6072,16 +5990,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class WebRoutes",
-    "component_id": "codewiki/src/fe/routes.py::WebRoutes",
+    "component_id": "codewiki\\src\\fe\\routes.py::WebRoutes",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/template_utils.py::StringTemplateLoader": {
-    "id": "codewiki/src/fe/template_utils.py::StringTemplateLoader",
+  "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader": {
+    "id": "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader",
     "name": "StringTemplateLoader",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/template_utils.py",
-    "relative_path": "codewiki/src/fe/template_utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\template_utils.py",
+    "relative_path": "codewiki\\src\\fe\\template_utils.py",
     "depends_on": [],
     "source_code": "class StringTemplateLoader(BaseLoader):\n    \"\"\"Custom Jinja2 loader for string templates.\"\"\"\n    \n    def __init__(self, template_string: str):\n        self.template_string = template_string\n    \n    def get_source(self, environment, template):\n        return self.template_string, None, lambda: True",
     "start_line": 10,
@@ -6095,18 +6013,18 @@
     ],
     "class_name": null,
     "display_name": "class StringTemplateLoader",
-    "component_id": "codewiki/src/fe/template_utils.py::StringTemplateLoader",
+    "component_id": "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/template_utils.py::render_template": {
-    "id": "codewiki/src/fe/template_utils.py::render_template",
+  "codewiki\\src\\fe\\template_utils.py::render_template": {
+    "id": "codewiki\\src\\fe\\template_utils.py::render_template",
     "name": "render_template",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/template_utils.py",
-    "relative_path": "codewiki/src/fe/template_utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\template_utils.py",
+    "relative_path": "codewiki\\src\\fe\\template_utils.py",
     "depends_on": [
-      "codewiki/src/fe/template_utils.py::StringTemplateLoader"
+      "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader"
     ],
     "source_code": "def render_template(template: str, context: Dict[str, Any]) -> str:\n    \"\"\"\n    Render template using Jinja2.\n    \n    Args:\n        template: HTML template string with Jinja2 syntax\n        context: Dictionary of variables to substitute\n    \n    Returns:\n        Rendered HTML string\n    \"\"\"\n    # Create Jinja2 environment with string template\n    env = Environment(\n        loader=StringTemplateLoader(template),\n        autoescape=select_autoescape(['html', 'xml']),\n        trim_blocks=True,\n        lstrip_blocks=True\n    )\n    \n    # Get template and render\n    jinja_template = env.get_template('')\n    return jinja_template.render(**context)",
     "start_line": 20,
@@ -6121,18 +6039,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function render_template",
-    "component_id": "codewiki/src/fe/template_utils.py::render_template",
+    "component_id": "codewiki\\src\\fe\\template_utils.py::render_template",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/template_utils.py::render_navigation": {
-    "id": "codewiki/src/fe/template_utils.py::render_navigation",
+  "codewiki\\src\\fe\\template_utils.py::render_navigation": {
+    "id": "codewiki\\src\\fe\\template_utils.py::render_navigation",
     "name": "render_navigation",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/template_utils.py",
-    "relative_path": "codewiki/src/fe/template_utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\template_utils.py",
+    "relative_path": "codewiki\\src\\fe\\template_utils.py",
     "depends_on": [
-      "codewiki/src/fe/template_utils.py::render_template"
+      "codewiki\\src\\fe\\template_utils.py::render_template"
     ],
     "source_code": "def render_navigation(module_tree: Dict[str, Any], current_page: str = \"\") -> str:\n    \"\"\"\n    Render navigation HTML from module tree structure.\n    \n    Args:\n        module_tree: Dictionary representing the module tree\n        current_page: Current page filename for highlighting\n    \n    Returns:\n        HTML string for navigation\n    \"\"\"\n    if not module_tree:\n        return \"\"\n    \n    nav_template = \"\"\"\n    {%- for section_key, section_data in module_tree.items() %}\n    <div class=\"nav-section\">\n        <h3>{{ section_key.replace('_', ' ').title() }}</h3>\n        {%- if section_data.get('components') %}\n        <a href=\"/{{ section_key }}.md\" class=\"nav-item {{ 'active' if current_page == section_key + '.md' else '' }}\">Overview</a>\n        {%- endif %}\n        {%- if section_data.get('children') %}\n        {%- for child_key, child_data in section_data['children'].items() %}\n        <div class=\"nav-subsection\">\n            <a href=\"/{{ child_key }}.md\" class=\"nav-item {{ 'active' if current_page == child_key + '.md' else '' }}\">{{ child_key.replace('_', ' ').title() }}</a>\n        </div>\n        {%- endfor %}\n        {%- endif %}\n    </div>\n    {%- endfor %}\n    \"\"\"\n    \n    return render_template(nav_template, {\n        'module_tree': module_tree,\n        'current_page': current_page\n    })",
     "start_line": 44,
@@ -6147,18 +6065,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function render_navigation",
-    "component_id": "codewiki/src/fe/template_utils.py::render_navigation",
+    "component_id": "codewiki\\src\\fe\\template_utils.py::render_navigation",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/template_utils.py::render_job_list": {
-    "id": "codewiki/src/fe/template_utils.py::render_job_list",
+  "codewiki\\src\\fe\\template_utils.py::render_job_list": {
+    "id": "codewiki\\src\\fe\\template_utils.py::render_job_list",
     "name": "render_job_list",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/template_utils.py",
-    "relative_path": "codewiki/src/fe/template_utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\template_utils.py",
+    "relative_path": "codewiki\\src\\fe\\template_utils.py",
     "depends_on": [
-      "codewiki/src/fe/template_utils.py::render_template"
+      "codewiki\\src\\fe\\template_utils.py::render_template"
     ],
     "source_code": "def render_job_list(jobs: list) -> str:\n    \"\"\"\n    Render job list HTML.\n    \n    Args:\n        jobs: List of job objects\n    \n    Returns:\n        HTML string for job list\n    \"\"\"\n    if not jobs:\n        return \"\"\n    \n    job_list_template = \"\"\"\n    {%- for job in jobs %}\n    <div class=\"job-item\">\n        <div class=\"job-header\">\n            <div class=\"job-url\">{{ job.repo_url }}</div>\n            <div class=\"job-status status-{{ job.status }}\">{{ job.status.title() }}</div>\n        </div>\n        {%- if job.progress %}\n        <div class=\"job-progress\">{{ job.progress }}</div>\n        {%- endif %}\n        {%- if job.status == 'completed' and job.docs_path %}\n        <div class=\"job-actions\">\n            <a href=\"/docs/{{ job.job_id }}\" class=\"btn btn-small\">View Documentation</a>\n        </div>\n        {%- endif %}\n    </div>\n    {%- endfor %}\n    \"\"\"\n    \n    return render_template(job_list_template, {'jobs': jobs})",
     "start_line": 82,
@@ -6172,18 +6090,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function render_job_list",
-    "component_id": "codewiki/src/fe/template_utils.py::render_job_list",
+    "component_id": "codewiki\\src\\fe\\template_utils.py::render_job_list",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/visualise_docs.py::initialize_globals": {
-    "id": "codewiki/src/fe/visualise_docs.py::initialize_globals",
+  "codewiki\\src\\fe\\visualise_docs.py::initialize_globals": {
+    "id": "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
     "name": "initialize_globals",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
-    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
+    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
     "depends_on": [
-      "codewiki/src/fe/visualise_docs.py::load_module_tree"
+      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree"
     ],
     "source_code": "def initialize_globals():\n    \"\"\"Initialize global variables from environment or command line args if not already set.\"\"\"\n    global DOCS_FOLDER, MODULE_TREE\n    \n    if DOCS_FOLDER is None:\n        # Try to get from environment variable or use a default\n        import os\n        docs_folder_path = os.environ.get('DOCS_FOLDER')\n        if docs_folder_path and Path(docs_folder_path).exists():\n            DOCS_FOLDER = docs_folder_path\n            MODULE_TREE = load_module_tree(Path(docs_folder_path))\n        else:\n            # If no environment variable, we need to handle this gracefully\n            # The FastAPI endpoints will need to check if DOCS_FOLDER is None\n            pass",
     "start_line": 34,
@@ -6195,16 +6113,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function initialize_globals",
-    "component_id": "codewiki/src/fe/visualise_docs.py::initialize_globals",
+    "component_id": "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/visualise_docs.py::load_module_tree": {
-    "id": "codewiki/src/fe/visualise_docs.py::load_module_tree",
+  "codewiki\\src\\fe\\visualise_docs.py::load_module_tree": {
+    "id": "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
     "name": "load_module_tree",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
-    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
+    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
     "depends_on": [],
     "source_code": "def load_module_tree(docs_folder: Path) -> Optional[Dict]:\n    \"\"\"Load the module tree structure from module_tree.json.\"\"\"\n    tree_file = docs_folder / \"module_tree.json\"\n    if not tree_file.exists():\n        print(f\"Warning: module_tree.json not found in {docs_folder}\")\n        return None\n    \n    try:\n        return file_manager.load_json(tree_file)\n    except Exception as e:\n        print(f\"Error loading module_tree.json: {e}\")\n        return None",
     "start_line": 54,
@@ -6218,16 +6136,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function load_module_tree",
-    "component_id": "codewiki/src/fe/visualise_docs.py::load_module_tree",
+    "component_id": "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/visualise_docs.py::markdown_to_html": {
-    "id": "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+  "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html": {
+    "id": "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
     "name": "markdown_to_html",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
-    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
+    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
     "depends_on": [],
     "source_code": "def markdown_to_html(content: str) -> str:\n    \"\"\"Convert markdown content to HTML, with special handling for mermaid diagrams.\"\"\"\n    # First, convert markdown to HTML\n    html = md.render(content)\n    \n    # Post-process to ensure mermaid code blocks are properly formatted\n    # Look for code blocks with language-mermaid class and convert them to mermaid divs\n    import re\n    \n    # Pattern to match mermaid code blocks\n    pattern = r'<pre><code class=\"language-mermaid\">(.*?)</code></pre>'\n    \n    def replace_mermaid(match):\n        mermaid_code = match.group(1)\n        # Decode HTML entities that might have been encoded\n        import html\n        mermaid_code = html.unescape(mermaid_code)\n        return f'<div class=\"mermaid\">{mermaid_code}</div>'\n    \n    # Replace mermaid code blocks with proper mermaid divs\n    html = re.sub(pattern, replace_mermaid, html, flags=re.DOTALL)\n    \n    return html",
     "start_line": 68,
@@ -6241,16 +6159,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function markdown_to_html",
-    "component_id": "codewiki/src/fe/visualise_docs.py::markdown_to_html",
+    "component_id": "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/visualise_docs.py::replace_mermaid": {
-    "id": "codewiki/src/fe/visualise_docs.py::replace_mermaid",
+  "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid": {
+    "id": "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid",
     "name": "replace_mermaid",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
-    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
+    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
     "depends_on": [],
     "source_code": "    def replace_mermaid(match):\n        mermaid_code = match.group(1)\n        # Decode HTML entities that might have been encoded\n        import html\n        mermaid_code = html.unescape(mermaid_code)\n        return f'<div class=\"mermaid\">{mermaid_code}</div>'",
     "start_line": 80,
@@ -6264,16 +6182,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function replace_mermaid",
-    "component_id": "codewiki/src/fe/visualise_docs.py::replace_mermaid",
+    "component_id": "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/visualise_docs.py::get_file_title": {
-    "id": "codewiki/src/fe/visualise_docs.py::get_file_title",
+  "codewiki\\src\\fe\\visualise_docs.py::get_file_title": {
+    "id": "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
     "name": "get_file_title",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
-    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
+    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
     "depends_on": [],
     "source_code": "def get_file_title(file_path: Path) -> str:\n    \"\"\"Extract title from markdown file, fallback to filename.\"\"\"\n    try:\n        content = file_manager.load_text(file_path)\n        first_line = content.split('\\n')[0].strip()\n        if first_line.startswith('# '):\n            return first_line[2:].strip()\n    except Exception:\n        pass\n    \n    # Fallback to filename without extension\n    return file_path.stem.replace('_', ' ').title()",
     "start_line": 93,
@@ -6287,21 +6205,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_file_title",
-    "component_id": "codewiki/src/fe/visualise_docs.py::get_file_title",
+    "component_id": "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/visualise_docs.py::index": {
-    "id": "codewiki/src/fe/visualise_docs.py::index",
+  "codewiki\\src\\fe\\visualise_docs.py::index": {
+    "id": "codewiki\\src\\fe\\visualise_docs.py::index",
     "name": "index",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
-    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
+    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
     "depends_on": [
-      "codewiki/src/fe/visualise_docs.py::initialize_globals",
-      "codewiki/src/fe/visualise_docs.py::get_file_title",
-      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
-      "codewiki/src/fe/template_utils.py::render_template"
+      "codewiki\\src\\fe\\template_utils.py::render_template",
+      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
+      "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
+      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html"
     ],
     "source_code": "async def index():\n    \"\"\"Serve the overview page as the main page.\"\"\"\n    initialize_globals()\n    \n    if DOCS_FOLDER is None:\n        raise HTTPException(status_code=500, detail=\"Documentation folder not configured. Please set DOCS_FOLDER environment variable or run with --docs-folder argument.\")\n    \n    overview_file = Path(DOCS_FOLDER) / \"overview.md\"\n    \n    if not overview_file.exists():\n        raise HTTPException(status_code=404, detail=\"overview.md not found in the documentation folder\")\n    \n    try:\n        content = file_manager.load_text(overview_file)\n        \n        html_content = markdown_to_html(content)\n        title = get_file_title(overview_file)\n        \n        context = {\n            \"title\": title,\n            \"content\": html_content,\n            \"navigation\": MODULE_TREE,\n            \"current_page\": \"overview.md\"\n        }\n        \n        return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n        \n    except Exception as e:\n        raise HTTPException(status_code=500, detail=f\"Error reading overview.md: {e}\")",
     "start_line": 108,
@@ -6313,21 +6231,21 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function index",
-    "component_id": "codewiki/src/fe/visualise_docs.py::index",
+    "component_id": "codewiki\\src\\fe\\visualise_docs.py::index",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/visualise_docs.py::serve_doc": {
-    "id": "codewiki/src/fe/visualise_docs.py::serve_doc",
+  "codewiki\\src\\fe\\visualise_docs.py::serve_doc": {
+    "id": "codewiki\\src\\fe\\visualise_docs.py::serve_doc",
     "name": "serve_doc",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
-    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
+    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
     "depends_on": [
-      "codewiki/src/fe/visualise_docs.py::initialize_globals",
-      "codewiki/src/fe/visualise_docs.py::get_file_title",
-      "codewiki/src/fe/visualise_docs.py::markdown_to_html",
-      "codewiki/src/fe/template_utils.py::render_template"
+      "codewiki\\src\\fe\\template_utils.py::render_template",
+      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
+      "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
+      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html"
     ],
     "source_code": "async def serve_doc(filename: str):\n    \"\"\"Serve individual documentation files.\"\"\"\n    initialize_globals()\n    \n    if DOCS_FOLDER is None:\n        raise HTTPException(status_code=500, detail=\"Documentation folder not configured. Please set DOCS_FOLDER environment variable or run with --docs-folder argument.\")\n    \n    # Security check: ensure we're only serving .md files and they exist in the docs folder\n    if not filename.endswith('.md'):\n        raise HTTPException(status_code=404, detail=\"Only markdown files are supported\")\n    \n    file_path = Path(DOCS_FOLDER) / filename\n    \n    # Ensure the file is within the docs folder (prevent directory traversal)\n    try:\n        file_path = file_path.resolve()\n        docs_folder_resolved = Path(DOCS_FOLDER).resolve()\n        if not str(file_path).startswith(str(docs_folder_resolved)):\n            raise HTTPException(status_code=403, detail=\"Access denied\")\n    except Exception:\n        raise HTTPException(status_code=403, detail=\"Invalid file path\")\n    \n    if not file_path.exists():\n        raise HTTPException(status_code=404, detail=f\"File {filename} not found\")\n    \n    try:\n        content = file_manager.load_text(file_path)\n        \n        html_content = markdown_to_html(content)\n        title = get_file_title(file_path)\n        \n        context = {\n            \"title\": title,\n            \"content\": html_content,\n            \"navigation\": MODULE_TREE,\n            \"current_page\": filename\n        }\n        \n        return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n        \n    except Exception as e:\n        raise HTTPException(status_code=500, detail=f\"Error reading {filename}: {e}\")",
     "start_line": 140,
@@ -6341,18 +6259,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function serve_doc",
-    "component_id": "codewiki/src/fe/visualise_docs.py::serve_doc",
+    "component_id": "codewiki\\src\\fe\\visualise_docs.py::serve_doc",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/visualise_docs.py::main": {
-    "id": "codewiki/src/fe/visualise_docs.py::main",
+  "codewiki\\src\\fe\\visualise_docs.py::main": {
+    "id": "codewiki\\src\\fe\\visualise_docs.py::main",
     "name": "main",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/visualise_docs.py",
-    "relative_path": "codewiki/src/fe/visualise_docs.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
+    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
     "depends_on": [
-      "codewiki/src/fe/visualise_docs.py::load_module_tree"
+      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree"
     ],
     "source_code": "def main():\n    \"\"\"Main function to run the documentation server.\"\"\"\n    parser = argparse.ArgumentParser(\n        description=\"Simple documentation server for hosting markdown documentation folders\"\n    )\n    parser.add_argument(\n        \"--docs-folder\",\n        type=str,\n        required=True,\n        help=\"Path to the documentation folder containing markdown files and module_tree.json\"\n    )\n    parser.add_argument(\n        \"--port\",\n        type=int,\n        default=8000,\n        help=\"Port to run the server on (default: 8000)\"\n    )\n    parser.add_argument(\n        \"--host\",\n        type=str,\n        default=\"127.0.0.1\",\n        help=\"Host to bind the server to (default: 127.0.0.1)\"\n    )\n    parser.add_argument(\n        \"--debug\",\n        action=\"store_true\",\n        help=\"Run the server in debug mode\"\n    )\n    \n    args = parser.parse_args()\n    \n    # Validate docs folder\n    docs_folder = Path(args.docs_folder)\n    if not docs_folder.exists():\n        print(f\"Error: Documentation folder '{docs_folder}' does not exist\")\n        sys.exit(1)\n    \n    if not docs_folder.is_dir():\n        print(f\"Error: '{docs_folder}' is not a directory\")\n        sys.exit(1)\n    \n    # Check for overview.md\n    overview_file = docs_folder / \"overview.md\"\n    if not overview_file.exists():\n        print(f\"Warning: overview.md not found in '{docs_folder}'\")\n    \n    # Set global variables and environment variable for uvicorn reload\n    global DOCS_FOLDER, MODULE_TREE\n    DOCS_FOLDER = str(docs_folder.resolve())\n    MODULE_TREE = load_module_tree(docs_folder)\n    \n    # Set environment variable so uvicorn reload can pick it up\n    import os\n    os.environ['DOCS_FOLDER'] = DOCS_FOLDER\n    \n    print(f\"📚 Starting documentation server...\")\n    print(f\"📁 Documentation folder: {DOCS_FOLDER}\")\n    print(f\"🌐 Server running at: http://{args.host}:{args.port}\")\n    print(f\"📖 Main page: overview.md\")\n    \n    if MODULE_TREE:\n        modules_count = len(MODULE_TREE)\n        print(f\"🗂️  Found {modules_count} main modules in module_tree.json\")\n    \n    print(\"\\nPress Ctrl+C to stop the server\")\n    \n    try:\n        import uvicorn\n        uvicorn.run(\n            \"visualise_docs:app\",\n            host=args.host,\n            port=args.port,\n            reload=args.debug,\n            log_level=\"debug\" if args.debug else \"info\"\n        )\n    except KeyboardInterrupt:\n        print(\"\\n👋 Server stopped\")",
     "start_line": 188,
@@ -6364,18 +6282,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function main",
-    "component_id": "codewiki/src/fe/visualise_docs.py::main",
+    "component_id": "codewiki\\src\\fe\\visualise_docs.py::main",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/web_app.py::index_get": {
-    "id": "codewiki/src/fe/web_app.py::index_get",
+  "codewiki\\src\\fe\\web_app.py::index_get": {
+    "id": "codewiki\\src\\fe\\web_app.py::index_get",
     "name": "index_get",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
-    "relative_path": "codewiki/src/fe/web_app.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
+    "relative_path": "codewiki\\src\\fe\\web_app.py",
     "depends_on": [
-      "codewiki/src/fe/web_app.py::index_get"
+      "codewiki\\src\\fe\\web_app.py::index_get"
     ],
     "source_code": "async def index_get(request: Request):\n    \"\"\"Main page with form for submitting GitHub repositories.\"\"\"\n    return await web_routes.index_get(request)",
     "start_line": 43,
@@ -6389,18 +6307,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function index_get",
-    "component_id": "codewiki/src/fe/web_app.py::index_get",
+    "component_id": "codewiki\\src\\fe\\web_app.py::index_get",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/web_app.py::index_post": {
-    "id": "codewiki/src/fe/web_app.py::index_post",
+  "codewiki\\src\\fe\\web_app.py::index_post": {
+    "id": "codewiki\\src\\fe\\web_app.py::index_post",
     "name": "index_post",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
-    "relative_path": "codewiki/src/fe/web_app.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
+    "relative_path": "codewiki\\src\\fe\\web_app.py",
     "depends_on": [
-      "codewiki/src/fe/web_app.py::index_post"
+      "codewiki\\src\\fe\\web_app.py::index_post"
     ],
     "source_code": "async def index_post(request: Request, repo_url: str = Form(...), commit_id: str = Form(\"\")):\n    \"\"\"Handle repository submission.\"\"\"\n    return await web_routes.index_post(request, repo_url, commit_id)",
     "start_line": 49,
@@ -6416,18 +6334,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function index_post",
-    "component_id": "codewiki/src/fe/web_app.py::index_post",
+    "component_id": "codewiki\\src\\fe\\web_app.py::index_post",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/web_app.py::get_job_status": {
-    "id": "codewiki/src/fe/web_app.py::get_job_status",
+  "codewiki\\src\\fe\\web_app.py::get_job_status": {
+    "id": "codewiki\\src\\fe\\web_app.py::get_job_status",
     "name": "get_job_status",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
-    "relative_path": "codewiki/src/fe/web_app.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
+    "relative_path": "codewiki\\src\\fe\\web_app.py",
     "depends_on": [
-      "codewiki/src/fe/web_app.py::get_job_status"
+      "codewiki\\src\\fe\\web_app.py::get_job_status"
     ],
     "source_code": "async def get_job_status(job_id: str):\n    \"\"\"API endpoint to get job status.\"\"\"\n    return await web_routes.get_job_status(job_id)",
     "start_line": 55,
@@ -6441,18 +6359,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function get_job_status",
-    "component_id": "codewiki/src/fe/web_app.py::get_job_status",
+    "component_id": "codewiki\\src\\fe\\web_app.py::get_job_status",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/web_app.py::view_docs": {
-    "id": "codewiki/src/fe/web_app.py::view_docs",
+  "codewiki\\src\\fe\\web_app.py::view_docs": {
+    "id": "codewiki\\src\\fe\\web_app.py::view_docs",
     "name": "view_docs",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
-    "relative_path": "codewiki/src/fe/web_app.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
+    "relative_path": "codewiki\\src\\fe\\web_app.py",
     "depends_on": [
-      "codewiki/src/fe/web_app.py::view_docs"
+      "codewiki\\src\\fe\\web_app.py::view_docs"
     ],
     "source_code": "async def view_docs(job_id: str):\n    \"\"\"View generated documentation.\"\"\"\n    return await web_routes.view_docs(job_id)",
     "start_line": 61,
@@ -6466,18 +6384,18 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function view_docs",
-    "component_id": "codewiki/src/fe/web_app.py::view_docs",
+    "component_id": "codewiki\\src\\fe\\web_app.py::view_docs",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/web_app.py::serve_generated_docs": {
-    "id": "codewiki/src/fe/web_app.py::serve_generated_docs",
+  "codewiki\\src\\fe\\web_app.py::serve_generated_docs": {
+    "id": "codewiki\\src\\fe\\web_app.py::serve_generated_docs",
     "name": "serve_generated_docs",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
-    "relative_path": "codewiki/src/fe/web_app.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
+    "relative_path": "codewiki\\src\\fe\\web_app.py",
     "depends_on": [
-      "codewiki/src/fe/web_app.py::serve_generated_docs"
+      "codewiki\\src\\fe\\web_app.py::serve_generated_docs"
     ],
     "source_code": "async def serve_generated_docs(job_id: str, filename: str = \"overview.md\"):\n    \"\"\"Serve generated documentation files.\"\"\"\n    if not filename: \n        filename = \"overview.md\"\n    return await web_routes.serve_generated_docs(job_id, filename)",
     "start_line": 68,
@@ -6492,16 +6410,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function serve_generated_docs",
-    "component_id": "codewiki/src/fe/web_app.py::serve_generated_docs",
+    "component_id": "codewiki\\src\\fe\\web_app.py::serve_generated_docs",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/fe/web_app.py::main": {
-    "id": "codewiki/src/fe/web_app.py::main",
+  "codewiki\\src\\fe\\web_app.py::main": {
+    "id": "codewiki\\src\\fe\\web_app.py::main",
     "name": "main",
     "component_type": "function",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/fe/web_app.py",
-    "relative_path": "codewiki/src/fe/web_app.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
+    "relative_path": "codewiki\\src\\fe\\web_app.py",
     "depends_on": [],
     "source_code": "def main():\n    \"\"\"Main function to run the web application.\"\"\"\n    import uvicorn\n    \n    parser = argparse.ArgumentParser(\n        description=\"CodeWiki Web Application - Generate documentation for GitHub repositories\"\n    )\n    parser.add_argument(\n        \"--host\",\n        type=str,\n        default=WebAppConfig.DEFAULT_HOST,\n        help=f\"Host to bind the server to (default: {WebAppConfig.DEFAULT_HOST})\"\n    )\n    parser.add_argument(\n        \"--port\",\n        type=int,\n        default=WebAppConfig.DEFAULT_PORT,\n        help=f\"Port to run the server on (default: {WebAppConfig.DEFAULT_PORT})\"\n    )\n    parser.add_argument(\n        \"--debug\",\n        action=\"store_true\",\n        help=\"Run the server in debug mode\"\n    )\n    parser.add_argument(\n        \"--reload\",\n        action=\"store_true\",\n        help=\"Enable auto-reload for development\"\n    )\n    \n    args = parser.parse_args()\n    \n    # Ensure required directories exist\n    WebAppConfig.ensure_directories()\n    \n    # Start background worker\n    background_worker.start()\n    \n    print(f\"🚀 CodeWiki Web Application starting...\")\n    print(f\"🌐 Server running at: http://{args.host}:{args.port}\")\n    print(f\"📁 Cache directory: {WebAppConfig.get_absolute_path(WebAppConfig.CACHE_DIR)}\")\n    print(f\"🗂️  Temp directory: {WebAppConfig.get_absolute_path(WebAppConfig.TEMP_DIR)}\")\n    print(\"\\nPress Ctrl+C to stop the server\")\n    \n    try:\n        uvicorn.run(\n            \"fe.web_app:app\",\n            host=args.host,\n            port=args.port,\n            reload=args.reload,\n            log_level=\"debug\" if args.debug else \"info\"\n        )\n    except KeyboardInterrupt:\n        print(\"\\n👋 Server stopped\")\n        background_worker.stop()",
     "start_line": 75,
@@ -6513,16 +6431,16 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "function main",
-    "component_id": "codewiki/src/fe/web_app.py::main",
+    "component_id": "codewiki\\src\\fe\\web_app.py::main",
     "language": null,
     "qualified_name": null
   },
-  "codewiki/src/utils.py::FileManager": {
-    "id": "codewiki/src/utils.py::FileManager",
+  "codewiki\\src\\utils.py::FileManager": {
+    "id": "codewiki\\src\\utils.py::FileManager",
     "name": "FileManager",
     "component_type": "class",
-    "file_path": "/Users/kirito/repos/CodeWiki-CN/codewiki/src/utils.py",
-    "relative_path": "codewiki/src/utils.py",
+    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\utils.py",
+    "relative_path": "codewiki\\src\\utils.py",
     "depends_on": [],
     "source_code": "class FileManager:\n    \"\"\"Handles file I/O operations.\"\"\"\n    \n    @staticmethod\n    def ensure_directory(path: str) -> None:\n        \"\"\"Create directory if it doesn't exist.\"\"\"\n        os.makedirs(path, exist_ok=True)\n    \n    @staticmethod\n    def save_json(data: Any, filepath: str) -> None:\n        \"\"\"Save data as JSON to file.\"\"\"\n        with open(filepath, 'w') as f:\n            json.dump(data, f, indent=4)\n    \n    @staticmethod\n    def load_json(filepath: str) -> Optional[Dict[str, Any]]:\n        \"\"\"Load JSON from file, return None if file doesn't exist.\"\"\"\n        if not os.path.exists(filepath):\n            return None\n        \n        with open(filepath, 'r') as f:\n            return json.load(f)\n    \n    @staticmethod\n    def save_text(content: str, filepath: str) -> None:\n        \"\"\"Save text content to file.\"\"\"\n        with open(filepath, 'w') as f:\n            f.write(content)\n    \n    @staticmethod\n    def load_text(filepath: str) -> str:\n        \"\"\"Load text content from file.\"\"\"\n        with open(filepath, 'r') as f:\n            return f.read()",
     "start_line": 10,
@@ -6534,7 +6452,7 @@
     "base_classes": null,
     "class_name": null,
     "display_name": "class FileManager",
-    "component_id": "codewiki/src/utils.py::FileManager",
+    "component_id": "codewiki\\src\\utils.py::FileManager",
     "language": null,
     "qualified_name": null
   }
diff --git "a/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md" "b/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
index 43aa3472..52f32257 100644
--- "a/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
+++ "b/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
@@ -1,180 +1,217 @@
 # 依赖分析器
 
-## 简介
+## 模块概述
 
-依赖分析器模块位于 `codewiki/src/be/dependency_analyzer/`，是 CodeWiki 的代码分析引擎。基于 Tree-sitter AST 解析，支持 9 种编程语言，构建组件依赖图、拓扑排序和调用关系分析。
+依赖分析器是 CodeWiki-CN 的代码理解基础层，负责将源代码仓库转化为结构化的依赖图数据。该模块支持 9 种编程语言的代码分析——Python 使用内置 `ast` 模块进行 AST 解析，其余 8 种语言（Java、JavaScript、TypeScript、C、C++、C#、PHP、Kotlin）使用 Tree-sitter 增量解析框架。分析产出包括代码组件（类、函数、方法等）的元数据、组件间的调用与依赖关系、以及经过拓扑排序的叶子节点列表。
 
-## 架构概览
+作为文档生成管线的第一阶段，依赖分析器的输出质量直接决定了后续模块聚类和文档生成的准确性。它需要处理多语言语法差异、导入解析、外部符号过滤、循环依赖打破等复杂问题，同时保证在面对大型仓库时的性能和稳定性。
+
+## 子模块架构
 
 ```mermaid
 graph TD
-    DG[DependencyGraphBuilder] --> AP[ast_parser: DependencyParser]
-    DG --> TOPO[topo_sort.py]
-    AP --> AS[analysis_service: AnalysisService]
-    AS --> CGA[CallGraphAnalyzer]
-    AS --> RA[RepoAnalyzer]
-    AS --> CL[cloning.py]
-    
-    CGA --> PY[Python AST]
-    CGA --> JAVA[Java]
-    CGA --> JS[JavaScript]
-    CGA --> TS[TypeScript]
-    CGA --> C[C Analyzer]
-    CGA --> CPP[C++ Analyzer]
-    CGA --> CS[C# Analyzer]
-    CGA --> KT[Kotlin]
-    CGA --> PHP[PHP]
-    
-    TOPO --> DC[detect_cycles]
-    TOPO --> RC[resolve_cycles]
-    TOPO --> TSORT[topological_sort]
-    TOPO --> LEAF[get_leaf_nodes]
-
-    PY --> MDL[models/core.py]
-    JAVA --> MDL
-    JS --> MDL
-    
-    MDL --> NODE[Node]
-    MDL --> CR[CallRelationship]
-    MDL --> REPO[Repository]
-    
-    AS --> AMD[models/analysis.py]
+    subgraph Analyzer["依赖分析器"]
+        Service["分析服务"]
+        LangAnalyzer["语言分析器"]
+        DataModel["数据模型与算法"]
+        AnalyzerTools["分析器工具"]
+    end
+
+    subgraph Engine["后端核心引擎"]
+        DocGen["DocumentationGenerator"]
+    end
+
+    subgraph MCP["MCP 协议服务器"]
+        MCPTools["MCP 工具集"]
+    end
+
+    DocGen --> Service
+    MCPTools --> Service
+    Service --> LangAnalyzer
+    Service --> DataModel
+    LangAnalyzer --> AnalyzerTools
 ```
 
-## 入口与图构建
-
-### DependencyGraphBuilder
-
-> **文件**: `codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py`
-
-依赖图构建入口。接收 `Config` 对象，调用 `DependencyParser` 解析源码，然后通过 `topo_sort` 计算叶节点。
-
-### DependencyParser (ast_parser.py)
-
-> **文件**: `codewiki/src/be/dependency_analyzer/ast_parser.py`
-
-AST 解析网关。创建 `AnalysisService` 实例，遍历仓库文件并分发到各语言分析器。
-
-## 分析服务
-
-### AnalysisService
-
-> **文件**: `codewiki/src/be/dependency_analyzer/analysis/analysis_service.py`
-
-核心分析门面：
-
-- `analyze_repository()`：完整依赖分析
-- `analyze_repository_structure_only()`：仅结构分析（不含调用关系）
-- 集成 `CallGraphAnalyzer`、`RepoAnalyzer`、`cloning.py`（GitHub 克隆）
-- 安全路径检查（`assert_safe_path`）
-
-### CallGraphAnalyzer
+## 子模块说明
 
-> **文件**: `codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py`
+### 分析服务
 
-调用图分析器，按文件扩展名路由到对应语言分析器，支持超时控制。调用 9 种语言的 `analyze_*_file` 函数。
+[分析服务](分析服务.md) 是依赖分析引擎的核心编排层，协调文件结构扫描、多语言 AST 解析、调用图构建等子流程。
 
-### RepoAnalyzer
+**核心组件：**
 
-> **文件**: `codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py`
+| 组件 | 职责 |
+|------|------|
+| `DependencyGraphBuilder` | 面向文档生成流程的高层接口，封装从解析到叶子节点输出的完整流程 |
+| `DependencyParser` | 依赖分析的顶层入口，将仓库路径转化为组件字典 |
+| `AnalysisService` | 分析流程的中枢调度器，支持完整分析、结构分析和本地分析三种模式 |
+| `CallGraphAnalyzer` | 多语言调用图分析的核心执行器，负责逐文件解析和跨语言关系解析 |
+| `RepoAnalyzer` | 仓库文件结构的递归扫描，支持包含/排除模式过滤 |
+| `Cloning Utilities` | GitHub 仓库浅克隆与安全清理 |
 
-仓库结构分析器。
+**分析流程：**
 
-### cloning.py
+```mermaid
+graph TD
+    Input["GitHub URL 或本地路径"] --> Clone["浅克隆仓库"]
+    Clone --> Structure["RepoAnalyzer 文件结构扫描"]
+    Structure --> Filter["按扩展名过滤代码文件"]
+    Filter --> Dispatch["CallGraphAnalyzer 语言路由"]
+    Dispatch --> LangParsers["各语言分析器"]
+    LangParsers --> Nodes["Node 列表"]
+    LangParsers --> Rels["CallRelationship 列表"]
+    Nodes --> Parser["DependencyParser 组件构建"]
+    Rels --> Parser
+    Parser --> Graph["DependencyGraphBuilder 图构建"]
+    Graph --> Leaves["叶子节点输出"]
+```
 
-> **文件**: `codewiki/src/be/dependency_analyzer/analysis/cloning.py`
+**调用关系解析策略**（按优先级）：精确匹配 → `::` 后缀匹配 → `.` 尾部匹配 → Java 同包推断 → 简单名兜底。每个文件分析设置 30 秒超时保护。
 
-GitHub 仓库克隆与清理：URL 安全化、克隆、临时目录清理、只读文件处理。
+**支持的语言**：Python、JavaScript、TypeScript、Java、C#、C、C++、PHP、Kotlin。
 
-## 语言分析器
+### 语言分析器
 
-### analyzers/ 目录
+[语言分析器](语言分析器.md) 是依赖分析引擎的多语言 AST 解析层，为每种语言提供专门的语法分析器。
 
-| 分析器 | 语言 | 核心类 |
-|--------|------|--------|
-| `python.py` | Python | `PythonASTAnalyzer` — 使用 Python 原生 AST + tree-sitter |
-| `java.py` | Java | `TreeSitterJavaAnalyzer` — 类/方法解析，过滤外部符号 |
-| `javascript.py` | JavaScript | `TreeSitterJSAnalyzer` — 函数/类声明和调用 |
-| `typescript.py` | TypeScript | `TreeSitterTSAnalyzer` — TS 特有语法支持 |
-| `c.py` | C | `TreeSitterCAnalyzer` — 函数定义和调用 |
-| `cpp.py` | C++ | `TreeSitterCppAnalyzer` — 类/模板/命名空间 |
-| `csharp.py` | C# | `TreeSitterCSharpAnalyzer` — 类/方法/属性 |
-| `kotlin.py` | Kotlin | `TreeSitterKotlinAnalyzer` — 类/函数/扩展 |
-| `php.py` | PHP | `TreeSitterPHPAnalyzer` + `NamespaceResolver` |
+**分析器矩阵：**
 
-所有分析器基于 tree-sitter AST 解析，输出 `Node` 和 `CallRelationship` 对象。
+| 语言 | 分析器 | 解析技术 | 提取的组件类型 |
+|------|--------|---------|--------------|
+| Python | PythonASTAnalyzer | Python ast 模块 | class, function, method |
+| Java | TreeSitterJavaAnalyzer | tree-sitter-java | class, interface, enum, record, annotation, method |
+| JavaScript | TreeSitterJSAnalyzer | tree-sitter-javascript | class, interface, function, method |
+| TypeScript | TreeSitterTSAnalyzer | tree-sitter-typescript | class, interface, function, method |
+| C | TreeSitterCAnalyzer | tree-sitter-c | function, struct |
+| C++ | TreeSitterCppAnalyzer | tree-sitter-cpp | class, struct, function, method |
+| C# | TreeSitterCSharpAnalyzer | tree-sitter-csharp | class, interface, struct, method |
+| PHP | TreeSitterPHPAnalyzer | tree-sitter-php | class, interface, function, method |
+| Kotlin | TreeSitterKotlinAnalyzer | tree-sitter-kotlin | class, function, method |
 
-## 拓扑排序
+**统一接口**：所有分析器返回 `(List[Node], List[CallRelationship])` 元组，对上层透明。
 
-> **文件**: `codewiki/src/be/dependency_analyzer/topo_sort.py`
+**语言特殊处理：**
+- Java 分析器实现完整的 import map（简单名 → 全限定名），支持变量类型推断
+- JavaScript 分析器支持 5 种函数声明形式和 JSDoc 类型依赖提取
+- PHP 分析器使用 `NamespaceResolver` 处理 `use` 声明和命名空间规则
+- C/C++ 分析器通过内容启发式判断 `.h` 头文件的归属语言
 
-| 函数 | 说明 |
-|------|------|
-| `detect_cycles` | 使用 Tarjan 算法检测强连通分量 |
-| `resolve_cycles` | 检测并标记循环依赖 |
-| `topological_sort` | 拓扑排序（中断循环依赖） |
-| `dependency_first_dfs` | 依赖优先深度遍历 |
-| `get_leaf_nodes` | 获取依赖图中的叶节点 |
-| `build_graph_from_components` | 从组件列表构建邻接图 |
+### 数据模型与算法
 
-## 数据模型
+[数据模型与算法](数据模型与算法.md) 为依赖分析引擎提供基础数据结构和图算法支持。
 
-### models/core.py
+**核心数据模型：**
 
-| 类 | 说明 |
+| 模型 | 用途 |
 |------|------|
-| `Node` | 代码组件节点：id、type、file、source_code、depends_on、language |
-| `CallRelationship` | 调用关系：caller、callee、line_number |
-| `Repository` | 仓库模型：path、files、languages |
-
-### models/analysis.py
+| `Node` | 代码组件的统一表示（类/函数/方法），含 ID、源码、行号、依赖集合等 |
+| `CallRelationship` | 组件间的调用/依赖关系，含 caller、callee、行号、解析状态 |
+| `AnalysisResult` | 完整分析结果容器，聚合组件、关系、文件树、统计摘要 |
+| `Repository` | 仓库基本信息（URL、名称、克隆路径） |
 
-| 类 | 说明 |
-|------|------|
-| `AnalysisResult` | 分析结果聚合模型 |
-| `NodeSelection` | 节点选择模型 |
+**核心图算法：**
 
-## 工具模块
+| 算法 | 功能 | 复杂度 |
+|------|------|--------|
+| Tarjan 强连通分量 | 检测循环依赖 | O(V+E) |
+| `resolve_cycles` | 打破循环依赖（移除最弱边） | - |
+| `topological_sort` | 基于入度的 Kahn 拓扑排序 | O(V+E) |
+| `dependency_first_dfs` | 深度优先的依赖优先遍历 | O(V+E) |
+| `build_graph_from_components` | 从组件字典构建邻接表 | O(V+E) |
+| `get_leaf_nodes` | 识别叶子节点并多重过滤 | - |
 
-### utils/external_symbols.py
+**叶子节点过滤策略**：按组件类型过滤（优先 class/interface/struct，C 项目回退到 function）→ 排除无效标识符 → 数量控制（超过 400 个时进一步筛选）。
 
-外部符号识别：`is_external_symbol`（判断是否为外部依赖）、`is_macro_name`（C/C++ 宏名检测）、`normalize_symbol`。
+### 分析器工具
 
-### utils/logging_config.py
+[分析器工具](分析器工具.md) 为各语言分析器和分析服务提供横切关注点的实现。
 
-`ColoredFormatter` 彩色日志格式化器，`setup_logging` 和 `setup_module_logging` 入口。
+**四大工具模块：**
 
-### utils/patterns.py
-
-文件模式识别：入口点检测、高连通性文件识别、关键函数识别、fallback 入口点查找。
+| 模块 | 职责 |
+|------|------|
+| `external_symbols` | 维护各语言标准库符号集合，分层过滤外部依赖 |
+| `logging_config` | 基于 colorama 的彩色日志格式化，5 级彩色输出 |
+| `patterns` | 定义入口点、高连接度文件、代码扩展名映射（30+ 种）、忽略模式等 |
+| `security` | 安全文件访问：符号链接拒绝 + 路径逃逸检测 + O_NOFOLLOW 系统级防护 |
 
-### utils/security.py
+**外部符号分层过滤策略：**
 
-路径安全：`assert_safe_path`（沙箱路径检查）、`safe_open_text`（安全文件读取）。
+```mermaid
+graph TD
+    Symbol["Callee Symbol"] --> JCheck{"java./javax./jdk. 前缀?"}
+    JCheck -->|是| External["外部符号"]
+    JCheck -->|否| StdCheck{"std:: 前缀?"}
+    StdCheck -->|是| External
+    StdCheck -->|否| LangCheck{"按语言查表"}
+    LangCheck --> JavaSet["JAVA_EXTERNAL_SYMBOLS"]
+    LangCheck --> CppSet["CPP_EXTERNAL_SYMBOLS"]
+    LangCheck --> CSet["C_EXTERNAL_SYMBOLS"]
+    JavaSet --> Result{"匹配?"}
+    CppSet --> Result
+    CSet --> Result
+    Result -->|是| External
+    Result -->|否| Internal["项目内部符号"]
+```
 
-## 数据流
+## 完整数据流
 
 ```mermaid
-graph LR
-    A[DependencyGraphBuilder] --> B[DependencyParser]
-    B --> C[AnalysisService]
-    C --> D[CallGraphAnalyzer]
-    D --> E[语言分析器]
-    E --> F[Node + CallRelationship]
-    F --> G[topo_sort]
-    G --> H[叶节点列表]
-    G --> I[拓扑顺序]
+graph TD
+    subgraph Input["输入"]
+        Repo["代码仓库"]
+        Cfg["Config"]
+    end
+
+    subgraph Phase1["文件扫描"]
+        RA["RepoAnalyzer"]
+        Filter["文件过滤"]
+    end
+
+    subgraph Phase2["AST 解析"]
+        CGA["CallGraphAnalyzer"]
+        PY["Python AST"]
+        TS["Tree-sitter"]
+    end
+
+    subgraph Phase3["图构建"]
+        DP["DependencyParser"]
+        DGB["DependencyGraphBuilder"]
+        Topo["拓扑排序"]
+    end
+
+    subgraph Output["输出"]
+        Components["组件字典"]
+        LeafNodes["叶子节点列表"]
+        GraphJSON["dependency_graph.json"]
+    end
+
+    Repo --> RA
+    Cfg --> RA
+    RA --> Filter
+    Filter --> CGA
+    CGA --> PY
+    CGA --> TS
+    PY --> DP
+    TS --> DP
+    DP --> DGB
+    DGB --> Topo
+    Topo --> Components
+    Topo --> LeafNodes
+    DGB --> GraphJSON
 ```
 
-## 模块依赖
+## 与其他模块的关系
 
-- **上游**: [共享配置](共享配置.md)（Config）、[CLI 工具](CLI 工具.md)（日志、异常）
-- **下游**: [MCP 服务](MCP 服务.md)（analyze_repo）、[后端核心](后端核心.md)（DocumentationGenerator）
+- **[后端核心引擎](后端核心引擎.md)**：`DocumentationGenerator` 在第一阶段调用 `DependencyGraphBuilder` 获取组件和叶子节点
+- **[MCP 协议服务器](MCP%20协议服务器.md)**：MCP 的 `analyze_repo` 工具调用 `DependencyGraphBuilder` 执行仓库分析
+- **[CLI 命令行工具](CLI%20命令行工具.md)**：CLI 的 `generate` 命令间接触发依赖分析流程
 
-## 关键设计
+## 设计要点
 
-1. **多语言 Tree-sitter**：统一 AST 解析框架，每个语言独立分析器
-2. **拓扑排序**：Tarjan SCC 检测循环依赖，确保文档生成顺序正确
-3. **外部符号过滤**：区分项目内部符号与外部依赖，避免噪声
-4. **安全沙箱**：路径检查防止目录遍历攻击
-5. **超时控制**：CallGraphAnalyzer 单文件分析超时保护
\ No newline at end of file
+1. **语言专门化**：每种语言使用最适合的解析技术——Python 用内置 AST（零依赖），其他用 Tree-sitter（增量解析）
+2. **环容忍性**：所有图算法先调用 `resolve_cycles` 打破循环依赖，确保拓扑排序不会死锁
+3. **安全优先**：符号链接拒绝、路径逃逸检测、O_NOFOLLOW 系统级防护，三层独立防线
+4. **延迟导入**：分析器模块使用延迟导入，避免初始化时加载所有语言解析器
+5. **超时保护**：每个文件分析 30 秒超时，浅克隆 5 分钟超时，防止大型仓库阻塞
+6. **容错设计**：单文件分析失败不影响整体流程，无效标识符自动过滤，编码错误多级回退
diff --git "a/repowiki/\345\205\261\344\272\253\345\237\272\347\241\200\350\256\276\346\226\275.md" "b/repowiki/\345\205\261\344\272\253\345\237\272\347\241\200\350\256\276\346\226\275.md"
new file mode 100644
index 00000000..510deb13
--- /dev/null
+++ "b/repowiki/\345\205\261\344\272\253\345\237\272\347\241\200\350\256\276\346\226\275.md"
@@ -0,0 +1,201 @@
+# 共享基础设施
+
+## 模块概述
+
+共享基础设施模块包含 CodeWiki-CN 项目中被多个子系统共同使用的基础组件：全局配置管理器（Config）和文件 I/O 工具类（FileManager）。Config 封装了仓库路径、LLM 参数、输出目录等全局配置信息，支持从命令行参数和 CLI 上下文两种创建方式。FileManager 提供统一的 JSON 和文本文件读写接口，简化各模块的文件操作。这两个组件作为项目的底层基础设施，被分析服务、语言分析器、Web 前端等多个模块广泛依赖。
+
+## 核心功能
+
+- **全局配置管理**：封装仓库路径、LLM 配置、输出目录、Agent 指令等全局参数
+- **多入口配置创建**：支持从命令行参数和 CLI 上下文两种场景构建配置
+- **Agent 指令定制**：支持通过 agent_instructions 自定义文档类型、关注模块、包含/排除模式
+- **统一文件 I/O**：提供 JSON 序列化/反序列化和文本文件读写的统一接口
+- **目录管理**：自动创建必要的输出目录结构
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph SharedInfra[共享基础设施]
+        CFG[Config]
+        FM[FileManager]
+    end
+    subgraph Consumers[消费者模块]
+        AS[分析服务]
+        LA[语言分析器]
+        DGB[DependencyGraphBuilder]
+        BW[BackgroundWorker]
+        WR[WebRoutes]
+        CM[CacheManager]
+    end
+    AS --> CFG
+    AS --> FM
+    DGB --> CFG
+    DGB --> FM
+    BW --> CFG
+    BW --> FM
+    WR --> FM
+    CM --> FM
+    LA --> CFG
+```
+
+## 组件详解
+
+### Config（全局配置管理器）
+
+**源文件**：`codewiki/src/config.py`
+
+Config 是整个 CodeWiki-CN 系统的配置中枢，封装了从仓库分析到文档生成的全部配置参数。
+
+**配置字段：**
+
+| 字段 | 类型 | 说明 |
+|------|------|------|
+| `repo_path` | str | 被分析仓库的本地路径 |
+| `output_dir` | str | 输出根目录 |
+| `dependency_graph_dir` | str | 依赖图输出目录 |
+| `docs_dir` | str | 文档输出目录 |
+| `max_depth` | int | 层次分解的最大深度 |
+| `llm_base_url` | str | LLM API 基础 URL |
+| `llm_api_key` | str | LLM API 密钥 |
+| `main_model` | str | 主模型名称 |
+| `cluster_model` | str | 聚类模型名称 |
+| `fallback_model` | str | 备用模型名称 |
+| `provider` | str | LLM 提供商（openai-compatible/anthropic/bedrock/azure-openai） |
+| `aws_region` | str | AWS 区域（Bedrock 提供商时使用） |
+| `api_version` | str | Azure OpenAI API 版本 |
+| `azure_deployment` | str | Azure OpenAI 部署名称 |
+| `max_tokens` | int | LLM 最大 token 数 |
+| `max_token_per_module` | int | 每模块最大 token 数 |
+| `max_token_per_leaf_module` | int | 每叶子模块最大 token 数 |
+| `agent_instructions` | Optional[Dict] | Agent 自定义指令 |
+
+**配置创建方式：**
+
+```mermaid
+graph TD
+    subgraph CreationMethods[创建方式]
+        FA[from_args - Web 场景]
+        FC[from_cli - CLI 场景]
+    end
+    subgraph WebFlow[Web 流程]
+        A1[argparse Namespace] --> FA
+        FA --> B1[Config instance]
+    end
+    subgraph CLIFlow[CLI 流程]
+        C1[CLI parameters] --> FC
+        FC --> D1[Config instance]
+    end
+```
+
+**from_args（Web 场景）：**
+- 从 `argparse.Namespace` 对象创建
+- 使用全局环境变量中的 LLM 配置
+- 输出目录基于全局 OUTPUT_BASE_DIR
+- 仓库名称自动清洗为安全文件名
+
+**from_cli（CLI 场景）：**
+- 接受完整的参数列表，包含所有 LLM 配置
+- 支持多提供商（OpenAI、Anthropic、Bedrock、Azure）
+- 支持 Agent 指令自定义
+- 临时输出目录和最终输出目录分离
+
+**Agent 指令属性：**
+
+Config 通过属性访问器从 `agent_instructions` 字典中提取定制化配置：
+
+| 属性 | 说明 | 示例值 |
+|------|------|--------|
+| `include_patterns` | 文件包含模式 | ["*.py", "*.js"] |
+| `exclude_patterns` | 文件排除模式 | ["*Tests*"] |
+| `focus_modules` | 重点关注模块 | ["auth", "api"] |
+| `doc_type` | 文档类型 | "api", "architecture", "user-guide", "developer" |
+| `custom_instructions` | 自定义指令文本 | 自由文本 |
+
+**get_prompt_addition() 方法：**
+根据 Agent 指令生成 LLM 提示词的附加内容：
+- 文档类型指令：API 文档关注端点和参数，架构文档关注系统设计
+- 重点模块提示：引导 LLM 对指定模块提供更详细的文档
+- 自定义指令：直接附加用户提供的文本
+
+### FileManager（文件 I/O 工具类）
+
+**源文件**：`codewiki/src/utils.py`
+
+FileManager 是全局唯一的文件操作单例，提供统一的文件 I/O 接口。
+
+**方法定义：**
+
+| 方法 | 说明 | 使用场景 |
+|------|------|----------|
+| `ensure_directory(path)` | 递归创建目录 | 初始化输出目录 |
+| `save_json(data, filepath)` | 序列化并保存 JSON | 保存依赖图、缓存索引、任务状态 |
+| `load_json(filepath)` | 加载 JSON 文件 | 读取依赖图、缓存索引、模块树 |
+| `save_text(content, filepath)` | 保存文本文件 | 写入生成的 Markdown 文档 |
+| `load_text(filepath)` | 读取文本文件 | 读取源代码、README、文档内容 |
+
+**使用模式：**
+
+```mermaid
+graph TD
+    subgraph WriteOps[写入操作]
+        SJ[save_json] --> JF[JSON Files]
+        ST[save_text] --> TF[Text Files]
+        ED[ensure_directory] --> DIR[Directories]
+    end
+    subgraph ReadOps[读取操作]
+        LJ[load_json] --> JD[Dict or None]
+        LT[load_text] --> TD[String]
+    end
+    subgraph UseCases[使用场景]
+        DG[Dependency Graph JSON]
+        CI[Cache Index JSON]
+        JS[Job Status JSON]
+        MT[Module Tree JSON]
+        MD[Markdown Docs]
+        SC[Source Code]
+    end
+    SJ --> DG
+    SJ --> CI
+    SJ --> JS
+    LJ --> MT
+    ST --> MD
+    LT --> SC
+```
+
+**容错设计：**
+- `load_json` 在文件不存在时返回 `None`，而不是抛出异常
+- `ensure_directory` 使用 `exist_ok=True`，幂等操作
+- JSON 序列化使用 4 空格缩进，便于人工检查
+
+## 配置流转
+
+```mermaid
+graph TD
+    A[Environment Variables] --> B[Global Constants]
+    B --> C[Config.from_args / from_cli]
+    C --> D[Config Instance]
+    D --> E[DependencyGraphBuilder]
+    D --> F[AnalysisService]
+    D --> G[DocumentationGenerator]
+    E --> H[repo_path + include/exclude patterns]
+    F --> I[dependency_graph_dir + output paths]
+    G --> J[docs_dir + LLM config + agent_instructions]
+```
+
+## 与其他模块的关系
+
+- [分析服务](分析服务.md)：AnalysisService 通过 Config 获取仓库路径，DependencyGraphBuilder 使用 Config 确定输出目录
+- [语言分析器](语言分析器.md)：各分析器通过 Config 获取仓库路径以计算相对路径
+- [数据模型与算法](数据模型与算法.md)：FileManager 用于依赖图 JSON 的读写
+- [分析器工具](分析器工具.md)：patterns 模块中的 DEFAULT_IGNORE_PATTERNS 被 Config 的 include/exclude 机制使用
+- [Web 前端服务](Web 前端服务.md)：BackgroundWorker 通过 Config.from_args 创建配置，CacheManager 和 WebRoutes 使用 FileManager
+
+## 设计要点
+
+1. **单例模式**：FileManager 以全局单例 `file_manager` 形式提供，避免重复实例化
+2. **多入口配置**：Config 提供 from_args 和 from_cli 两种工厂方法，分别服务 Web 和 CLI 场景
+3. **指令扩展性**：agent_instructions 字典设计允许无限扩展自定义配置，而无需修改 Config 类结构
+4. **提供商抽象**：Config 支持多种 LLM 提供商配置，通过 provider 字段区分
+5. **幂等操作**：ensure_directory 和 load_json 的容错设计确保重复调用不会出错
+6. **路径安全**：仓库名称自动清洗为字母数字组合，防止文件系统注入
\ No newline at end of file
diff --git "a/repowiki/\345\205\261\344\272\253\351\205\215\347\275\256.md" "b/repowiki/\345\205\261\344\272\253\351\205\215\347\275\256.md"
deleted file mode 100644
index 332face1..00000000
--- "a/repowiki/\345\205\261\344\272\253\351\205\215\347\275\256.md"
+++ /dev/null
@@ -1,68 +0,0 @@
-# 共享配置
-
-## 简介
-
-共享配置模块位于 `codewiki/src/`，提供全局配置管理和通用文件操作工具，被所有后端模块引用。
-
-## 架构概览
-
-```mermaid
-graph LR
-    BC[后端核心] --> SC[src/config.py: Config]
-    DA[依赖分析器] --> SC
-    FE[前端服务] --> SC
-    MCP[MCP 服务] --> SC
-    CLI[CLI 核心] --> SC
-    CLI --> UTIL[src/utils.py: FileManager]
-```
-
-## 核心组件
-
-### Config (src/config.py)
-
-> **文件**: `codewiki/src/config.py`
-
-全局配置类，承载所有后端运行参数：
-
-| 字段 | 说明 |
-|------|------|
-| `repo_path` | 仓库路径 |
-| `output_dir` | 输出目录 |
-| `dependency_graph_dir` | 依赖图中间文件目录 |
-| `docs_dir` | 文档输出目录 |
-| `max_depth` | 子模块递归最大深度 |
-| `llm_base_url` | LLM API 地址 |
-| `llm_api_key` | LLM API Key |
-| `main_model` | 主模型名称 |
-| `cluster_model` | 聚类模型名称 |
-| `fallback_model` | fallback 模型名称 |
-| `provider` | 提供商类型 |
-| `aws_region` | AWS 区域（Bedrock） |
-| `api_version` | API 版本（Azure） |
-| `azure_deployment` | Azure 部署名 |
-| `max_tokens` | LLM 最大 Token |
-| `max_token_per_module` | 每模块最大 Token |
-| `max_token_per_leaf_module` | 每叶模块最大 Token |
-| `agent_instructions` | Agent 指令配置 |
-
-**上下文函数**：
-
-- `set_cli_context(flag)`：设置 CLI 运行标记
-- `is_cli_context()`：检查是否在 CLI 上下文中运行
-
-### FileManager (src/utils.py)
-
-> **文件**: `codewiki/src/utils.py`
-
-通用文件操作管理器，提供跨模块使用的文件读写功能。
-
-## 模块依赖
-
-- 被 [后端核心](后端核心.md)、[依赖分析器](依赖分析器.md)、[前端服务](前端服务.md)、[MCP 服务](MCP 服务.md)、[CLI 核心](CLI 核心.md) 共同引用
-- 不依赖其他项目内部模块，保持最小依赖
-
-## 设计要点
-
-1. **单一配置入口**：`Config` 类统一管理所有参数，避免配置散落
-2. **CLI/MCP 双模式**：通过 `is_cli_context()` 区分配置加载策略
-3. **FileManager 单例**：全局文件操作工具，确保文件访问一致性
\ No newline at end of file
diff --git "a/repowiki/\345\210\206\346\236\220\345\231\250\345\267\245\345\205\267.md" "b/repowiki/\345\210\206\346\236\220\345\231\250\345\267\245\345\205\267.md"
new file mode 100644
index 00000000..414eb2d2
--- /dev/null
+++ "b/repowiki/\345\210\206\346\236\220\345\231\250\345\267\245\345\205\267.md"
@@ -0,0 +1,228 @@
+# 分析器工具
+
+## 模块概述
+
+分析器工具模块为 CodeWiki-CN 的依赖分析引擎提供基础支撑设施，包括外部符号识别、日志配置、代码模式匹配和安全文件访问四大功能。这些工具模块不直接参与 AST 解析或依赖图构建，而是为各语言分析器和分析服务提供横切关注点的实现，确保分析过程的正确性、安全性和可观测性。
+
+## 核心功能
+
+- **外部符号过滤**：识别各语言的标准库和运行时符号，避免将外部依赖误判为项目组件
+- **彩色日志输出**：提供分级别彩色日志格式化，提升分析过程的可观测性
+- **代码模式匹配**：定义入口点、高连接度文件、关键函数等识别模式
+- **安全文件访问**：防止符号链接攻击和路径逃逸，确保仓库分析的安全性
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph Analyzers[语言分析器]
+        JA[Java Analyzer]
+        PYA[Python Analyzer]
+        JSA[JS Analyzer]
+        CA[C/C++ Analyzer]
+    end
+    subgraph Utils[分析器工具]
+        ES[external_symbols]
+        LC[logging_config]
+        PA[patterns]
+        SE[security]
+    end
+    JA --> ES
+    CA --> ES
+    JA --> PA
+    PYA --> PA
+    JSA --> PA
+    CA --> SE
+    PYA --> SE
+    JA --> LC
+    PYA --> LC
+```
+
+## 组件详解
+
+### external_symbols（外部符号识别）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/utils/external_symbols.py`
+
+该模块维护各语言的标准库符号集合，用于在调用关系解析阶段过滤外部依赖。
+
+**核心数据结构：**
+
+| 符号集合 | 覆盖范围 | 示例 |
+|----------|----------|------|
+| `C_EXTERNAL_SYMBOLS` | C 标准库函数 | printf, malloc, strlen, fopen, memcpy |
+| `CPP_EXTERNAL_SYMBOLS` | C++ STL 成员 + C 标准库 | vector, string, push_back, shared_ptr, make_unique |
+| `JAVA_EXTERNAL_SYMBOLS` | java.lang 类型 | String, Integer, Object, Exception, Thread |
+| `JAVA_OBJECT_METHODS` | Object 继承方法 | equals, hashCode, toString, clone, wait |
+| `CPP_STANDARD_HEADERS` | C++ 标准头文件 | algorithm, vector, iostream, memory |
+| `NON_MACRO_UPPER` | 非宏的大写常量 | NULL, TRUE, FALSE, EOF |
+
+**核心函数：**
+
+| 函数 | 说明 |
+|------|------|
+| `is_external_symbol(language, symbol)` | 分层判断符号是否为外部符号 |
+| `is_macro_name(token)` | 启发式判断是否为 C/C++ 宏名称 |
+| `normalize_symbol(symbol)` | 规范化符号名，去除限定符和指针标记 |
+
+**分层过滤策略：**
+
+```mermaid
+graph TD
+    A[Callee Symbol] --> B{Starts with java./javax./jdk./sun.?}
+    B -->|Yes| C[External]
+    B -->|No| D{Starts with std::?}
+    D -->|Yes| C
+    D -->|No| E{Language == java?}
+    E -->|Yes| F{Has dot qualifier?}
+    F -->|Yes| G[Not external - check project package]
+    F -->|No| H{In JAVA_EXTERNAL_SYMBOLS?}
+    H -->|Yes| C
+    H -->|No| I[Not external]
+    E -->|No| J[Normalize symbol]
+    J --> K{Language == cpp?}
+    K -->|Yes| L{In CPP_EXTERNAL_SYMBOLS?}
+    K -->|No| M{Language == c?}
+    M -->|Yes| N{In C_EXTERNAL_SYMBOLS?}
+    L -->|Yes| C
+    L -->|No| I
+    N -->|Yes| C
+    N -->|No| I
+```
+
+**宏名称判断规则**：匹配 `^[A-Z][A-Z0-9_]*$` 且长度≥4或含下划线，且不在 `NON_MACRO_UPPER` 集合中。宏永远不会被提取为组件，因此对宏的调用永远无法解析为项目函数。
+
+### logging_config（彩色日志配置）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/utils/logging_config.py`
+
+基于 colorama 的彩色日志格式化系统，为分析过程提供分级彩色输出。
+
+**核心组件：**
+
+**ColoredFormatter（彩色格式化器）：**
+
+| 日志级别 | 颜色 | 用途 |
+|----------|------|------|
+| DEBUG | 蓝色 | 开发调试信息 |
+| INFO | 青色 | 正常操作消息 |
+| WARNING | 黄色 | 需要关注的警告 |
+| ERROR | 红色 | 错误消息 |
+| CRITICAL | 亮红色 | 严重问题 |
+
+额外颜色：时间戳为蓝色，模块名为品红色。
+
+**配置函数：**
+
+| 函数 | 说明 |
+|------|------|
+| `setup_logging(level)` | 配置全局根日志记录器 |
+| `setup_module_logging(name, level)` | 为特定模块配置独立日志记录器 |
+
+输出格式示例：`[14:30:25] INFO     Analyzing 42 source files...`
+
+### patterns（代码模式匹配）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/utils/patterns.py`
+
+定义用于代码分析和文件过滤的各种模式集合。
+
+**核心数据结构：**
+
+| 模式集合 | 用途 | 示例 |
+|----------|------|------|
+| `DEFAULT_IGNORE_PATTERNS` | 默认排除的目录和文件 | node_modules, .git, __pycache__, *.class, venv |
+| `DEFAULT_INCLUDE_PATTERNS` | 默认包含的文件扩展名 | *.py, *.js, *.ts, *.java, *.cpp, *.cs 等 30+ 种 |
+| `CODE_EXTENSIONS` | 扩展名到语言的映射 | .py→python, .java→java, .cpp→cpp |
+| `ENTRY_POINT_PATTERNS` | 入口点文件名 | main.py, index.js, server.go, app.rs |
+| `HIGH_CONNECTIVITY_PATTERNS` | 高连接度文件模式 | router, controller, service, handler, middleware |
+| `CRITICAL_FUNCTION_NAMES` | 关键函数名 | main, index, app, server, init, run |
+| `SOURCE_DIRECTORY_PATTERNS` | 源码目录模式 | src/, lib/, core/, pkg/, cmd/ |
+
+**工具函数：**
+
+| 函数 | 说明 |
+|------|------|
+| `is_entry_point_file(filename)` | 检查是否为入口点文件 |
+| `is_entry_point_path(filepath)` | 检查路径是否暗示入口点 |
+| `has_high_connectivity_potential(filename, filepath)` | 评估文件的连接度潜力 |
+| `is_critical_function(func_name, code_snippet)` | 判断函数是否关键 |
+| `find_fallback_entry_points(code_files, max_files)` | 回退入口点查找 |
+| `find_fallback_connectivity_files(code_files, max_files)` | 回退高连接度文件查找 |
+
+**CODE_EXTENSIONS 完整映射：**
+
+```mermaid
+graph LR
+    subgraph Python
+        PY[.py] --> PYL[python]
+    end
+    subgraph JavaScript
+        JSF[.js / .jsx / .mjs / .cjs] --> JSL[javascript]
+    end
+    subgraph TypeScript
+        TSF[.ts / .tsx] --> TSL[typescript]
+    end
+    subgraph JVM
+        JF[.java] --> JL[java]
+        KF[.kt / .kts] --> KL[kotlin]
+    end
+    subgraph Systems
+        CF[.c] --> CL[c]
+        CPPF[.cpp / .cc / .h / .hpp] --> CPPL[cpp]
+        CSF[.cs] --> CSL[csharp]
+    end
+    subgraph Others
+        GF[.go] --> GL[go]
+        RF[.rs] --> RL[rust]
+        PF[.php] --> PL[php]
+    end
+```
+
+### security（安全文件访问）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/utils/security.py`
+
+提供安全文件读取功能，防止恶意仓库通过符号链接或路径逃逸攻击。
+
+**核心函数：**
+
+| 函数 | 说明 |
+|------|------|
+| `_inside(base, target)` | 检查目标路径是否在基准目录内 |
+| `assert_safe_path(base_dir, target)` | 验证路径安全性，拒绝符号链接和逃逸路径 |
+| `safe_open_text(base_dir, target, encoding)` | 安全读取文本文件，使用 O_NOFOLLOW 标志 |
+
+**安全策略：**
+
+```mermaid
+graph TD
+    A[File Read Request] --> B{Is symlink?}
+    B -->|Yes| C[PermissionError - Symlink blocked]
+    B -->|No| D{Path inside base dir?}
+    D -->|No| E[PermissionError - Path escapes repo]
+    D -->|Yes| F[Open with O_RDONLY + O_NOFOLLOW]
+    F --> G[Read content as UTF-8]
+    G --> H[Return text]
+```
+
+**防护层次：**
+1. **符号链接拒绝**：`is_symlink()` 检查阻止任何形式的符号链接
+2. **路径逃逸检测**：`resolve().is_relative_to()` 确保解析后的路径仍在仓库目录内
+3. **系统级防护**：使用 `O_NOFOLLOW` 标志在系统调用层阻止符号链接跟随
+4. **编码容错**：使用 `errors="replace"` 处理非 UTF-8 编码文件
+
+## 与其他模块的关系
+
+- [分析服务](分析服务.md)：AnalysisService 使用 security 模块安全读取文件，使用 patterns 模块的扩展名映射
+- [语言分析器](语言分析器.md)：各语言分析器通过 external_symbols 过滤外部依赖，通过 patterns 获取语言配置
+- [数据模型与算法](数据模型与算法.md)：图算法中使用 external_symbols 判断未解析的 callee 是否为外部依赖
+- [共享基础设施](共享基础设施.md)：logging_config 提供全局日志配置，Config 使用 patterns 中的默认模式
+
+## 设计要点
+
+1. **分层外部符号过滤**：从命名空间前缀规则到具体符号集合，逐层缩小判断范围
+2. **零依赖安全**：security 模块仅使用 Python 标准库，不引入额外依赖
+3. **模式集合化**：将入口点、高连接度文件等识别规则集中管理，便于扩展和维护
+4. **跨平台日志**：使用 colorama 的 autoreset 确保 Windows/macOS/Linux 上颜色输出一致
+5. **防御性编程**：安全模块的每一层都是独立的防线，即使一层被绕过，后续层仍然生效
\ No newline at end of file
diff --git "a/repowiki/\345\210\206\346\236\220\346\234\215\345\212\241.md" "b/repowiki/\345\210\206\346\236\220\346\234\215\345\212\241.md"
new file mode 100644
index 00000000..500bec9d
--- /dev/null
+++ "b/repowiki/\345\210\206\346\236\220\346\234\215\345\212\241.md"
@@ -0,0 +1,199 @@
+# 分析服务
+
+## 模块概述
+
+分析服务（Analysis Service）是 CodeWiki-CN 依赖分析引擎的核心编排层，负责将源代码仓库转化为结构化的依赖图数据。该模块协调文件结构扫描、多语言 AST 解析、调用图构建、仓库克隆等多个子流程，为后续的文档生成提供完整的代码组件与依赖关系数据。
+
+## 核心功能
+
+- **仓库克隆与清理**：从 GitHub 克隆仓库到临时目录，分析完成后自动清理
+- **文件结构分析**：递归遍历仓库目录树，按包含/排除模式过滤代码文件
+- **多语言调用图分析**：协调各语言分析器（Python、Java、JavaScript 等），提取函数/类定义与调用关系
+- **依赖图构建**：将分析结果转化为组件字典与依赖图，输出叶子节点供文档生成使用
+- **结果持久化**：将依赖图序列化为 JSON 文件，供后续流程使用
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph EntryLayer[入口层]
+        DGB[DependencyGraphBuilder]
+    end
+    subgraph OrchestrationLayer[编排层]
+        AS[AnalysisService]
+        DP[DependencyParser]
+    end
+    subgraph AnalysisLayer[分析层]
+        CGA[CallGraphAnalyzer]
+        RA[RepoAnalyzer]
+    end
+    subgraph InfrastructureLayer[基础设施层]
+        CL[cloning utilities]
+    end
+    DGB --> DP
+    DGB --> AS
+    DP --> AS
+    AS --> CGA
+    AS --> RA
+    AS --> CL
+    CGA --> LA[Language Analyzers]
+```
+
+## 组件详解
+
+### DependencyParser（AST 依赖解析器）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/ast_parser.py`
+
+DependencyParser 是依赖分析的顶层入口，负责将仓库路径转化为结构化的组件字典。
+
+**核心职责：**
+- 接收仓库路径与可选的包含/排除模式
+- 调用 AnalysisService 完成文件结构分析和调用图分析
+- 将分析结果转化为 `Node` 对象字典，建立组件 ID 映射
+- 处理调用关系，将 caller-callee 映射到组件的 `depends_on` 集合
+- 将依赖图序列化为 JSON 文件
+
+**关键方法：**
+| 方法 | 说明 |
+|------|------|
+| `parse_repository()` | 解析仓库，返回组件字典 |
+| `_build_components_from_analysis()` | 从分析结果构建组件与关系 |
+| `save_dependency_graph()` | 保存依赖图为 JSON |
+
+**组件 ID 格式**：采用 `相对路径::名称` 格式，例如 `src/main.py::MyClass.method`。对于类成员，ID 包含类名前缀。
+
+### DependencyGraphBuilder（依赖图构建器）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py`
+
+DependencyGraphBuilder 是面向文档生成流程的高层接口，封装了从解析到输出叶子节点的完整流程。
+
+**核心职责：**
+- 创建 DependencyParser 实例并执行仓库解析
+- 调用 `build_graph_from_components` 和 `get_leaf_nodes` 构建可遍历的依赖图
+- 过滤叶子节点：仅保留 class/interface/struct 类型（C 项目回退到 function 类型）
+- 排除无效标识符（含 error/exception 等关键词的条目）
+
+**工作流程：**
+
+```mermaid
+graph LR
+    A[Config] --> B[DependencyParser]
+    B --> C[parse_repository]
+    C --> D[save_dependency_graph]
+    D --> E[build_graph_from_components]
+    E --> F[get_leaf_nodes]
+    F --> G[Filter Valid Types]
+    G --> H[Output components + leaf_nodes]
+```
+
+### AnalysisService（分析服务）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/analysis/analysis_service.py`
+
+AnalysisService 是整个分析流程的中枢调度器，支持多种分析模式和多语言处理。
+
+**核心职责：**
+- **完整分析** (`analyze_repository_full`)：克隆 → 结构分析 → 调用图分析 → 返回 AnalysisResult
+- **结构分析** (`analyze_repository_structure_only`)：轻量级文件结构扫描
+- **本地分析** (`analyze_local_repository`)：分析本地目录，支持语言过滤和文件数量限制
+- 管理临时目录生命周期，确保异常时也能清理
+
+**支持的语言**：Python、JavaScript、TypeScript、Java、C#、C、C++、PHP、Kotlin
+
+**分析流程：**
+
+```mermaid
+graph TD
+    A[GitHub URL] --> B[Clone Repository]
+    B --> C[Analyze Structure]
+    C --> D[Extract Code Files]
+    D --> E[Filter Supported Languages]
+    E --> F[CallGraphAnalyzer]
+    F --> G[Build AnalysisResult]
+    G --> H[Cleanup Temp Dir]
+```
+
+### CallGraphAnalyzer（调用图分析器）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py`
+
+CallGraphAnalyzer 是多语言调用图分析的核心执行器，负责逐文件解析和跨语言关系解析。
+
+**核心职责：**
+- 从文件树中提取代码文件（基于扩展名映射）
+- 路由 `.h` 头文件到 C 或 C++ 分析器（基于内容启发式判断）
+- 按语言分派到对应分析器（Python AST、Tree-sitter 系列）
+- 解析跨文件调用关系：精确匹配、简单名匹配、Java 包推断
+- 去重和过滤外部符号（标准库、JDK 类型等）
+- 生成 Cytoscape.js 兼容的可视化数据
+
+**调用关系解析策略：**
+1. 精确匹配：component_id、qualified_name、name
+2. `::` 分隔符后缀匹配
+3. `.` 分隔符尾部匹配
+4. Java 同包推断：为未限定的方法名添加当前包前缀
+5. 简单名兜底匹配
+
+**超时保护**：每个文件分析设置 30 秒超时。
+
+### RepoAnalyzer（仓库结构分析器）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py`
+
+RepoAnalyzer 负责仓库文件结构的递归扫描和过滤。
+
+**核心职责：**
+- 递归构建文件树（包含文件路径、扩展名、大小等元数据）
+- 基于 `include_patterns` 过滤文件类型（默认支持 30+ 种扩展名）
+- 基于 `exclude_patterns` 排除目录和文件（默认排除 node_modules、.git、__pycache__ 等）
+- 安全防护：拒绝符号链接，阻止路径逃逸
+- 统计文件总数和总大小
+
+### Cloning Utilities（克隆工具集）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/analysis/cloning.py`
+
+提供 GitHub 仓库克隆和清理的工具函数。
+
+**核心函数：**
+| 函数 | 说明 |
+|------|------|
+| `sanitize_github_url()` | 规范化 GitHub URL，提取 owner/repo |
+| `clone_repository()` | 浅克隆仓库到临时目录，支持 Windows longpaths |
+| `cleanup_repository_safe()` | Windows 安全的目录删除，处理只读文件 |
+| `parse_github_url()` | 从 URL 提取 owner、name 等元数据 |
+
+**克隆策略**：使用 `--depth 1 --filter=blob:none` 进行浅克隆，超时 5 分钟。Windows 环境下额外配置 sparse checkout 过滤特定大型目录。
+
+## 数据流
+
+```mermaid
+graph TD
+    A[GitHub URL or Local Path] --> B[AnalysisService]
+    B --> C[RepoAnalyzer - File Tree]
+    C --> D[CallGraphAnalyzer]
+    D --> E[Language Analyzers]
+    E --> F[Functions + Relationships]
+    F --> G[DependencyParser - Components]
+    G --> H[DependencyGraphBuilder - Graph + Leaf Nodes]
+    H --> I[JSON Dependency Graph]
+    I --> J[Documentation Generator]
+```
+
+## 与其他模块的关系
+
+- [语言分析器](语言分析器.md)：CallGraphAnalyzer 按语言分派到各语言分析器
+- [数据模型与算法](数据模型与算法.md)：使用 Node、CallRelationship、AnalysisResult 等数据模型，依赖拓扑排序算法
+- [分析器工具](分析器工具.md)：使用 external_symbols 过滤外部符号，使用 security 进行安全文件读取，使用 patterns 定义的扩展名和忽略模式
+- [共享基础设施](共享基础设施.md)：使用 Config 获取仓库路径和输出目录配置，使用 FileManager 进行 JSON 持久化
+- [Web 前端服务](Web 前端服务.md)：Web 后台任务调用 AnalysisService 进行仓库分析
+
+## 设计要点
+
+1. **分层架构**：从高层的 DependencyGraphBuilder 到底层的语言分析器，职责逐层细化
+2. **多语言透明**：CallGraphAnalyzer 通过语言路由实现对调用方的透明多语言支持
+3. **安全优先**：符号链接拒绝、路径逃逸检测、超时保护
+4. **资源管理**：临时目录自动追踪与清理，析构函数兜底清理
+5. **容错设计**：单文件分析失败不影响整体流程，无效标识符自动过滤
\ No newline at end of file
diff --git "a/repowiki/\345\211\215\347\253\257\346\234\215\345\212\241.md" "b/repowiki/\345\211\215\347\253\257\346\234\215\345\212\241.md"
deleted file mode 100644
index 6e20aadf..00000000
--- "a/repowiki/\345\211\215\347\253\257\346\234\215\345\212\241.md"
+++ /dev/null
@@ -1,133 +0,0 @@
-# 前端服务
-
-## 简介
-
-前端服务模块位于 `codewiki/src/fe/`，提供 Web 应用接口和文档可视化能力。包含 FastAPI Web 服务、路由管理、模板渲染、文档可视化、缓存管理、后台任务处理和 GitHub 仓库处理。
-
-## 架构概览
-
-```mermaid
-graph TD
-    WEB[web_app.py] --> RT[routes.py: WebRoutes]
-    WEB --> MOD[models.py]
-    WEB --> BW[background_worker.py]
-    WEB --> TM[template_utils.py]
-
-    RT --> VD[visualise_docs.py]
-    RT --> TM
-
-    VD --> MD[markdown_to_html]
-    VD --> MT[load_module_tree]
-    VD --> TMPL[render_template]
-
-    TM --> STL[StringTemplateLoader]
-
-    BW --> DG[DocumentationGenerator]
-    BW --> CL[cloning.py]
-    BW --> MOD2[models/job.py::JobStatus]
-
-    RT --> CACHE[cache_manager.py]
-    CACHE --> CE[CacheEntry]
-
-    RT --> GH[github_processor.py]
-
-    MOD --> RS[RepositorySubmission]
-    MOD --> JSR[JobStatusResponse]
-    MOD --> JS[JobStatus]
-    MOD --> CE2[CacheEntry]
-
-    CFG[config.py: WebAppConfig] --> WEB
-```
-
-## 核心组件
-
-### web_app.py — Web 入口
-
-| 端点 | 说明 |
-|------|------|
-| `index_get()` | GET / — 渲染主页（递归渲染，显示作业列表） |
-| `index_post()` | POST / — 提交仓库生成任务（递归渲染） |
-| `get_job_status()` | GET /status/{job_id} — 查询作业状态（递归） |
-| `view_docs()` | GET /docs/{job_id} — 查看生成的文档 |
-| `serve_generated_docs()` | GET /docs/{job_id}/{path} — 提供生成文档文件 |
-| `main()` | 启动 uvicorn Web 服务 |
-
-### routes.py — WebRoutes
-
-Web 路由管理器，整合所有端点逻辑。使用 `render_template` 渲染 HTML，调用 `markdown_to_html` 转换文档，通过 `get_file_title` 获取页面标题。
-
-### models.py — Web 数据模型
-
-| 模型 | 说明 |
-|------|------|
-| `RepositorySubmission` | 仓库提交请求模型（URL/路径） |
-| `JobStatusResponse` | 作业状态响应模型 |
-| `JobStatus` | Web 层作业状态枚举 |
-| `CacheEntry` | 缓存条目模型（数据 + 时间戳） |
-
-### background_worker.py — 后台任务
-
-`BackgroundWorker` 在后台异步执行文档生成：克隆 GitHub 仓库（`clone_repository`）→ 调用 `DocumentationGenerator` → 更新作业状态。
-
-### cache_manager.py — 缓存管理
-
-`CacheManager` 管理文档生成结果缓存，使用 `CacheEntry` 模型存储缓存数据及过期时间。
-
-### github_processor.py — GitHub 处理
-
-`GitHubRepoProcessor` 处理 GitHub 仓库 URL 解析和下载。
-
-### config.py — Web 配置
-
-`WebAppConfig` 管理 Web 应用配置（端口、host、模板路径等）。
-
-### template_utils.py — 模板渲染
-
-| 组件 | 说明 |
-|------|------|
-| `StringTemplateLoader` | 自定义 Jinja2 模板加载器，支持字符串模板 |
-| `render_template(template_name, context)` | 渲染指定模板 |
-| `render_navigation(module_tree)` | 渲染模块导航 |
-| `render_job_list(jobs)` | 渲染作业列表 |
-
-### visualise_docs.py — 文档可视化
-
-| 组件 | 说明 |
-|------|------|
-| `load_module_tree()` | 加载 `module_tree.json` |
-| `initialize_globals()` | 初始化全局变量（加载模块树） |
-| `markdown_to_html(md_content)` | Markdown 转 HTML |
-| `replace_mermaid(match)` | Mermaid 代码块替换为 HTML div |
-| `get_file_title(filename)` | 从文件名提取文档标题 |
-| `index()` | 文档索引页渲染 |
-| `serve_doc(filename)` | 单个文档页渲染 |
-| `main()` | 启动文档可视化 Web 服务器 |
-
-## 数据流
-
-```mermaid
-graph LR
-    A[用户浏览器] --> B[web_app.py]
-    B --> C[routes.py]
-    C --> D[template_utils]
-    D --> E[Jinja2 渲染]
-    C --> F[visualise_docs]
-    F --> G[Markdown -> HTML]
-    G --> H[Mermaid 图表嵌入]
-    B --> I[background_worker]
-    I --> J[DocumentationGenerator]
-    J --> K[生成文档文件]
-    C --> K
-```
-
-## 模块依赖
-
-- **上游**: [后端核心](后端核心.md)（DocumentationGenerator）、[依赖分析器](依赖分析器.md)（cloning）、[CLI 核心](CLI 核心.md)（models/job）
-- **共享**: [共享配置](共享配置.md)（WebAppConfig）
-
-## 关键设计
-
-1. **Jinja2 模板引擎**：`StringTemplateLoader` 支持内联模板，无需外部模板文件
-2. **Mermaid 客户端渲染**：文档可视化使用 CDN 加载 Mermaid.js，在浏览器端渲染图表
-3. **后台任务队列**：`BackgroundWorker` 异步执行文档生成，Web 服务即时响应
-4. **缓存机制**：`CacheManager` 缓存已生成的文档，避免重复生成
\ No newline at end of file
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@@ -0,0 +1,607 @@
+# 后端工具与流程
+
+## 模块概述
+
+后端工具与流程模块是 CodeWiki-CN 的顶层编排层，负责协调从代码分析到文档输出的完整工作流。该模块以 `DocumentationGenerator` 为核心编排器，以 `main.py` 为入口点，结合提示词模板、模块聚类算法和实用工具函数，实现端到端的自动化文档生成。
+
+### 核心功能
+
+- **入口与配置**：`main.py` 解析命令行参数，创建 `Config` 并启动文档生成流程
+- **流程编排**：`DocumentationGenerator` 协调依赖图构建、模块聚类、文档生成和概览生成
+- **提示词模板**：提供系统提示、用户提示、聚类提示和概览提示的模板与格式化函数
+- **模块聚类**：`cluster_modules` 使用 LLM 将代码组件智能分组为层次化模块树
+- **实用工具**：Mermaid 图表验证、token 计数、复杂度判断等辅助函数
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph Entry["入口层"]
+        Main["main.py<br/>parse_arguments / main"]
+        Config["Config<br/>配置管理"]
+    end
+
+    subgraph Orchestrator["编排层"]
+        DocGen["DocumentationGenerator<br/>文档生成编排器"]
+    end
+
+    subgraph Pipeline["流程管道"]
+        DepGraph["DependencyGraphBuilder<br/>依赖图构建"]
+        Cluster["cluster_modules<br/>模块聚类"]
+        PromptTemplate["prompt_template<br/>提示词模板"]
+        Backend["LLMBackend<br/>LLM 调用后端"]
+    end
+
+    subgraph Utilities["工具层"]
+        Utils["utils.py<br/>Mermaid 验证 / Token 计数"]
+        FileManager["file_manager<br/>文件 I/O"]
+    end
+
+    Main --> Config
+    Config --> DocGen
+    DocGen --> DepGraph
+    DocGen --> Cluster
+    DocGen --> Backend
+    Cluster --> PromptTemplate
+    Backend --> PromptTemplate
+    DocGen --> Utils
+    DocGen --> FileManager
+```
+
+## 组件详解
+
+### 1. main.py — 入口点
+
+`main.py` 是 CodeWiki-CN 的命令行入口，负责参数解析和流程启动。
+
+**文件路径**: `codewiki/src/be/main.py`
+
+```python
+def parse_arguments() -> argparse.Namespace:
+    """解析命令行参数。"""
+    parser = argparse.ArgumentParser(
+        description='Generate comprehensive documentation '
+                    'for Python components in dependency order.'
+    )
+    parser.add_argument(
+        '--repo-path', type=str, required=True,
+        help='Path to the repository'
+    )
+    return parser.parse_args()
+
+async def main() -> None:
+    """主入口点。"""
+    try:
+        args = parse_arguments()
+        config = Config.from_args(args)
+        doc_generator = DocumentationGenerator(config)
+        await doc_generator.run()
+    except KeyboardInterrupt:
+        logger.debug("Documentation generation interrupted")
+    except Exception as e:
+        logger.error(f"Unexpected error: {str(e)}")
+        raise
+```
+
+**执行入口**：`python -m codewiki.src.be.main --repo-path /path/to/repo`
+
+### 2. DocumentationGenerator — 文档生成编排器
+
+`DocumentationGenerator` 是整个 CodeWiki-CN 系统的核心控制器，负责协调文档生成的全部流程。
+
+**文件路径**: `codewiki/src/be/documentation_generator.py`
+
+```python
+class DocumentationGenerator:
+    """主文档生成编排器。"""
+
+    def __init__(self, config: Config, commit_id: str = None,
+                 backend: LLMBackend = None):
+        self.config = config
+        self.commit_id = commit_id
+        self.graph_builder = DependencyGraphBuilder(config)
+        self.backend = backend or get_backend(config)
+```
+
+#### 完整运行流程
+
+```mermaid
+graph TD
+    Run["run()"] --> BuildGraph["1. 构建依赖图<br/>DependencyGraphBuilder"]
+    BuildGraph --> CheckTree{"module_tree.json<br/>已存在?"}
+    CheckTree -->|是| LoadTree["加载现有模块树"]
+    CheckTree -->|否| ClusterModules["2. 模块聚类<br/>cluster_modules"]
+    ClusterModules --> SaveFirstTree["保存 first_module_tree.json"]
+    LoadTree --> GenDocs["3. 生成模块文档"]
+    SaveFirstTree --> GenDocs
+    GenDocs --> GetOrder["get_processing_order<br/>拓扑排序"]
+    GetOrder --> ProcessLoop["遍历处理顺序"]
+    ProcessLoop --> IsLeaf{"叶子模块?"}
+    IsLeaf -->|是| RunAgent["backend.run_module_agent"]
+    IsLeaf -->|否| GenParent["generate_parent_module_docs"]
+    RunAgent --> NextModule{"还有更多?"}
+    GenParent --> NextModule
+    NextModule -->|是| ProcessLoop
+    NextModule -->|否| GenOverview["4. 生成仓库概览<br/>overview.md"]
+    GenOverview --> SaveMeta["5. 保存 metadata.json"]
+    SaveMeta --> Done["完成"]
+```
+
+#### run() 方法详解
+
+```python
+async def run(self) -> None:
+    """运行完整的文档生成流程。"""
+    # 阶段 1: 构建依赖图
+    components, leaf_nodes = self.graph_builder.build_dependency_graph()
+
+    # 阶段 2: 模块聚类（或使用缓存）
+    working_dir = os.path.abspath(self.config.docs_dir)
+    file_manager.ensure_directory(working_dir)
+
+    if os.path.exists(first_module_tree_path):
+        module_tree = file_manager.load_json(first_module_tree_path)
+    else:
+        cluster_model = self.config.cluster_model or None
+        module_tree = cluster_modules(
+            leaf_nodes, components, self.config,
+            completer=lambda p: self.backend.complete(p, model=cluster_model),
+        )
+        file_manager.save_json(module_tree, first_module_tree_path)
+
+    # 阶段 3: 按拓扑顺序生成文档
+    working_dir = await self.generate_module_documentation(
+        components, leaf_nodes
+    )
+
+    # 阶段 4: 保存元数据
+    self.create_documentation_metadata(
+        working_dir, components, len(leaf_nodes)
+    )
+```
+
+#### 处理顺序策略
+
+`get_processing_order` 使用后序遍历（拓扑排序）确保叶子模块先于其父模块处理：
+
+```python
+def get_processing_order(self, module_tree, parent_path=[]):
+    """获取处理顺序：叶子模块优先。"""
+    processing_order = []
+
+    def collect_modules(tree, path):
+        for module_name, module_info in tree.items():
+            current_path = path + [module_name]
+            if module_info.get("children") and \
+               isinstance(module_info["children"], dict) and \
+               len(module_info["children"]) > 0:
+                # 先处理子模块
+                collect_modules(
+                    module_info["children"], current_path
+                )
+                # 然后添加父模块
+                processing_order.append(
+                    (current_path, module_name)
+                )
+            else:
+                # 叶子模块立即添加
+                processing_order.append(
+                    (current_path, module_name)
+                )
+
+    collect_modules(module_tree, parent_path)
+    return processing_order
+```
+
+**设计理由**：父模块的概览文档需要引用其子模块的文档内容，因此必须先生成子模块文档。
+
+#### 父模块文档生成
+
+`generate_parent_module_docs` 基于已生成的子模块文档创建父模块概览：
+
+```python
+async def generate_parent_module_docs(self, module_path, working_dir):
+    """基于子模块文档生成父模块文档。"""
+    # 加载模块树
+    module_tree = file_manager.load_json(module_tree_path)
+
+    # 构建包含子模块文档内容的结构
+    repo_structure = self.build_overview_structure(
+        module_tree, module_path, working_dir
+    )
+
+    # 根据是否为根节点选择不同的提示模板
+    if len(module_path) >= 1:
+        prompt = MODULE_OVERVIEW_PROMPT.format(
+            module_name=module_name,
+            repo_structure=json.dumps(repo_structure, indent=4)
+        )
+    else:
+        prompt = REPO_OVERVIEW_PROMPT.format(
+            repo_name=module_name,
+            repo_structure=json.dumps(repo_structure, indent=4)
+        )
+
+    # 单次 LLM 调用生成概览
+    parent_docs = self.backend.complete(prompt)
+
+    # 解析 <OVERVIEW> 标签内容
+    if "<OVERVIEW>" in parent_docs:
+        parent_content = parent_docs.split("<OVERVIEW>")[1] \
+            .split("</OVERVIEW>")[0].strip()
+    else:
+        parent_content = parent_docs.strip()
+
+    file_manager.save_text(parent_content, parent_docs_path)
+```
+
+#### 子模块文档路径解析
+
+`_resolve_child_docs_path` 处理子 Agent 可能使用不同文件命名约定的情况：
+
+```python
+@staticmethod
+def _resolve_child_docs_path(working_dir, child_name):
+    """尝试多种命名变体查找子模块文档。"""
+    candidates = []
+    base_variants = [
+        child_name,
+        child_name.replace(" ", "_"),
+        child_name.replace(" ", "-"),
+        child_name.replace(" ", ""),
+    ]
+    for variant in base_variants:
+        for cased in (variant, variant.lower()):
+            candidates.append(f"{cased}.md")
+
+    for filename in candidates:
+        candidate_path = os.path.join(working_dir, filename)
+        if os.path.exists(candidate_path):
+            return candidate_path
+    return None
+```
+
+### 3. prompt_template — 提示词模板
+
+提示词模板模块定义了文档生成过程中使用的所有 LLM 提示模板及其格式化函数。
+
+**文件路径**: `codewiki/src/be/prompt_template.py`
+
+#### 模板类型一览
+
+| 模板名 | 用途 | 关键参数 |
+|---------|------|----------|
+| `SYSTEM_PROMPT` | 复杂模块的 Agent 系统提示 | `module_name`, `custom_instructions` |
+| `LEAF_SYSTEM_PROMPT` | 叶子模块的 Agent 系统提示 | `module_name`, `custom_instructions` |
+| `USER_PROMPT` | Agent 用户提示 | `module_name`, `module_tree`, `formatted_core_component_codes` |
+| `REPO_OVERVIEW_PROMPT` | 仓库概览生成 | `repo_name`, `repo_structure` |
+| `MODULE_OVERVIEW_PROMPT` | 父模块概览生成 | `module_name`, `repo_structure` |
+| `CLUSTER_REPO_PROMPT` | 仓库级模块聚类 | `potential_core_components` |
+| `CLUSTER_MODULE_PROMPT` | 子模块级再聚类 | `module_tree`, `module_name`, `potential_core_components` |
+
+#### 系统提示结构
+
+系统提示分为复杂模块和叶子模块两种：
+
+**复杂模块** (`SYSTEM_PROMPT`)：
+- 角色定义：AI 文档助手
+- 文档结构：主文件 + 子模块文件 + Mermaid 图表
+- 工作流：分析代码 → 创建主文件 → 调用 `generate_sub_module_documentation` → 调整交叉引用
+- 工具列表：`str_replace_editor`、`read_code_components`、`generate_sub_module_documentation`
+
+**叶子模块** (`LEAF_SYSTEM_PROMPT`)：
+- 角色定义：相同
+- 文档要求：单文件完整文档，包含 Mermaid 图表
+- 工作流：分析代码 → 生成单个 `{module_name}.md` 文件
+- 工具列表：仅 `str_replace_editor` 和 `read_code_components`
+
+#### 格式化函数
+
+```python
+def format_user_prompt(module_name, core_component_ids,
+                       components, module_tree):
+    """格式化用户提示，包含模块树和组件源代码。"""
+    # 1. 格式化模块树（标记当前模块）
+    # 2. 按文件分组组件源代码
+    # 3. 读取每个文件的完整内容
+    # 4. 组合成结构化提示
+
+def format_system_prompt(module_name, custom_instructions=None):
+    """格式化复杂模块系统提示。"""
+    custom_section = ""
+    if custom_instructions:
+        custom_section = (
+            f"\n\n<CUSTOM_INSTRUCTIONS>\n"
+            f"{custom_instructions}\n"
+            f"</CUSTOM_INSTRUCTIONS>"
+        )
+    return SYSTEM_PROMPT.format(
+        module_name=module_name,
+        custom_instructions=custom_section
+    ).strip()
+
+def format_leaf_system_prompt(module_name, custom_instructions=None):
+    """格式化叶子模块系统提示。"""
+    # 同 format_system_prompt，使用 LEAF_SYSTEM_PROMPT
+
+def format_cluster_prompt(potential_core_components,
+                          module_tree={}, module_name=None):
+    """格式化聚类提示。"""
+    if module_tree == {}:
+        return CLUSTER_REPO_PROMPT.format(
+            potential_core_components=potential_core_components
+        )
+    else:
+        return CLUSTER_MODULE_PROMPT.format(
+            potential_core_components=potential_core_components,
+            module_tree=formatted_module_tree,
+            module_name=module_name
+        )
+```
+
+#### 文件扩展名到语言的映射
+
+`prompt_template` 还维护了一个扩展名到代码语言名称的映射表，用于在用户提示中正确格式化代码块：
+
+```python
+EXTENSION_TO_LANGUAGE = {
+    ".py": "python",  ".md": "markdown",
+    ".js": "javascript", ".ts": "typescript",
+    ".java": "java", ".cpp": "cpp",
+    ".json": "json", ".yaml": "yaml",
+    # ... 更多映射
+}
+```
+
+### 4. cluster_modules — 模块聚类
+
+`cluster_modules` 函数使用 LLM 将代码组件智能分组为层次化的模块树。它采用递归策略，先进行仓库级聚类，再对每个子模块进行再聚类。
+
+**文件路径**: `codewiki/src/be/cluster_modules.py`
+
+```mermaid
+graph TD
+    Start["cluster_modules"] --> FormatInput["format_potential_core_components"]
+    FormatInput --> CountTokens{"token 数 <= 阈值?"}
+    CountTokens -->|是| ReturnEmpty["返回空字典<br/>使用整体文档模式"]
+    CountTokens -->|否| BuildPrompt["format_cluster_prompt"]
+    BuildPrompt --> CallLLM["LLM 调用聚类"]
+    CallLLM --> ParseResponse["解析 GROUPED_COMPONENTS"]
+    ParseResponse --> CheckValid{"有效模块树?<br/>(超过 1 个顶层模块)"}
+    CheckValid -->|否| ReturnEmpty
+    CheckValid -->|是| UpdateTree["更新 module_tree"]
+    UpdateTree --> RecurseLoop["对每个子模块递归"]
+    RecurseLoop --> Recurse["cluster_modules<br/>(子模块组件)"]
+    Recurse --> NextChild{"还有更多子模块?"}
+    NextChild -->|是| RecurseLoop
+    NextChild -->|否| ReturnTree["返回模块树"]
+```
+
+#### 核心实现
+
+```python
+def cluster_modules(leaf_nodes, components, config,
+                    current_module_tree={},
+                    current_module_name=None,
+                    current_module_path=[],
+                    completer=None):
+    """将组件聚类为层次化模块树。"""
+    # 1. 格式化输入并计数 token
+    potential_core_components, with_code = \
+        format_potential_core_components(leaf_nodes, components)
+    input_tokens = count_tokens(with_code)
+
+    # 2. 如果 token 数不超过阈值，跳过聚类
+    if input_tokens <= config.max_token_per_module:
+        return {}
+
+    # 3. 调用 LLM 进行聚类
+    prompt = format_cluster_prompt(
+        potential_core_components,
+        current_module_tree, current_module_name
+    )
+    if completer:
+        response = completer(prompt)
+    else:
+        response = call_llm(prompt, config, model=config.cluster_model)
+
+    # 4. 解析响应中的模块树
+    response_content = response.split("<GROUPED_COMPONENTS>")[1] \
+        .split("</GROUPED_COMPONENTS>")[0]
+    module_tree = eval(response_content)
+
+    # 5. 对每个子模块递归聚类
+    for module_name, module_info in module_tree.items():
+        sub_leaf_nodes = module_info.get("components", [])
+        current_module_path.append(module_name)
+        module_info["children"] = cluster_modules(
+            sub_leaf_nodes, components, config,
+            current_module_tree, module_name,
+            current_module_path, completer=completer,
+        )
+        current_module_path.pop()
+
+    return module_tree
+```
+
+#### format_potential_core_components
+
+该辅助函数将组件按文件分组并格式化为提示可用的字符串：
+
+```python
+def format_potential_core_components(leaf_nodes, components):
+    """格式化潜在核心组件为提示字符串。"""
+    # 按文件分组
+    leaf_nodes_by_file = defaultdict(list)
+    for leaf_node in valid_leaf_nodes:
+        leaf_nodes_by_file[
+            components[leaf_node].relative_path
+        ].append(leaf_node)
+
+    # 生成两种格式：
+    # 1. 仅包含组件名（用于提示）
+    # 2. 包含源代码（用于 token 计数）
+    return potential_core_components, \
+           potential_core_components_with_code
+```
+
+### 5. utils.py — 实用工具
+
+utils 模块提供了文档生成过程中的多种辅助功能。
+
+**文件路径**: `codewiki/src/be/utils.py`
+
+#### Token 计数
+
+使用 tiktoken（GPT-4 编码器）进行 token 计数：
+
+```python
+enc = tiktoken.encoding_for_model("gpt-4")
+
+def count_tokens(text: str) -> int:
+    """计算文本的 token 数量。"""
+    return len(enc.encode(text))
+```
+
+#### 模块复杂度判断
+
+```python
+def is_complex_module(components, core_component_ids):
+    """判断模块是否复杂（包含多文件组件）。"""
+    files = set()
+    for component_id in core_component_ids:
+        if component_id in components:
+            files.add(components[component_id].file_path)
+    return len(files) > 1
+```
+
+**设计意图**：仅包含单个文件的模块不需要子 Agent 拆分，直接生成单文件文档即可。
+
+#### Mermaid 图表验证
+
+Mermaid 验证是 CodeWiki-CN 的重要质量保障机制，确保生成的文档中的流程图语法正确。
+
+```mermaid
+graph TD
+    ValidateFile["validate_mermaid_diagrams"] --> ReadFile["读取 Markdown 文件"]
+    ReadFile --> ExtractBlocks["extract_mermaid_blocks<br/>提取所有 mermaid 代码块"]
+    ExtractBlocks --> HasBlocks{"有图表?"}
+    HasBlocks -->|否| NoDiagrams["返回: 无图表"]
+    HasBlocks -->|是| LoopDiagrams["遍历每个图表"]
+    LoopDiagrams --> TryPM["_try_pythonmonkey_parse"]
+    TryPM --> PMOK{"解析成功?"}
+    PMOK -->|是| NextDiagram{"还有更多?"}
+    PMOK -->|否| TryMP["_parse_via_mermaid_py"]
+    TryMP --> MPOK{"解析成功?"}
+    MPOK -->|是| NextDiagram
+    MPOK -->|否| RecordError["记录错误"]
+    RecordError --> NextDiagram
+    NextDiagram -->|是| LoopDiagrams
+    NextDiagram -->|否| ReturnResult["返回验证结果"]
+```
+
+**双引擎验证策略**：
+
+1. **PythonMonkey 引擎**（首选）：
+   - 使用 `mermaid-parser-py` 库
+   - 绑定 JS 引擎到主线程
+   - 支持跨线程调用（通过 `asyncio.run_coroutine_threadsafe`）
+   - Python 3.12+ 自动跳过（不兼容）
+
+2. **mermaid-py 引擎**（备选）：
+   - 使用 `mermaid` Python 包
+   - 在线程池中运行（15 秒超时）
+   - 默认禁用，需设置 `MERMAID_VALIDATE=1` 启用
+
+**主线程事件循环绑定**：
+
+```python
+_main_loop: "asyncio.AbstractEventLoop | None" = None
+_main_loop_thread_ident: int | None = None
+
+def set_main_loop(loop):
+    """记录主线程事件循环，供 caw 后端的工作线程使用。"""
+    global _main_loop, _main_loop_thread_ident
+    _main_loop = loop
+    _main_loop_thread_ident = threading.get_ident()
+```
+
+这一机制解决了 caw 后端的工作线程中 PythonMonkey 找不到事件循环的问题。
+
+#### extract_mermaid_blocks
+
+```python
+def extract_mermaid_blocks(content: str):
+    """从 Markdown 内容中提取所有 mermaid 代码块。"""
+    mermaid_blocks = []
+    lines = content.split('\n')
+    i = 0
+    while i < len(lines):
+        line = lines[i].strip()
+        if line == '```mermaid' or line.startswith('```mermaid'):
+            start_line = i + 1
+            diagram_lines = []
+            i += 1
+            while i < len(lines):
+                if lines[i].strip() == '```':
+                    break
+                diagram_lines.append(lines[i])
+                i += 1
+            if diagram_lines:
+                diagram_content = '\n'.join(diagram_lines)
+                mermaid_blocks.append(
+                    (start_line, diagram_content)
+                )
+        i += 1
+    return mermaid_blocks
+```
+
+## 完整文档生成流程图
+
+```mermaid
+graph TD
+    CLI["命令行: codewiki --repo-path"] --> Main["main()"]
+    Main --> InitConfig["Config.from_args"]
+    InitConfig --> InitGen["DocumentationGenerator"]
+    InitGen --> InitBackend["get_backend 选择后端"]
+
+    InitGen --> Phase1["阶段 1: 依赖图构建"]
+    Phase1 --> Phase2["阶段 2: 模块聚类"]
+    Phase2 --> Phase3["阶段 3: 文档生成"]
+
+    subgraph Phase3Detail["阶段 3 详细流程"]
+        TopSort["拓扑排序"] --> LeafModule["处理叶子模块<br/>backend.run_module_agent"]
+        LeafModule --> ParentModule["处理父模块<br/>backend.complete"]
+        ParentModule --> RepoOverview["生成仓库概览<br/>backend.complete"]
+    end
+
+    Phase3 --> Phase3Detail
+    Phase3Detail --> Phase4["阶段 4: 保存元数据"]
+```
+
+## 关键配置参数
+
+| 参数 | 说明 | 默认值 |
+|------|------|--------|
+| `max_depth` | 子模块递归最大深度 | 配置指定 |
+| `max_token_per_module` | 聚类触发阈值 | 配置指定 |
+| `max_token_per_leaf_module` | 子模块递归触发阈值 | 配置指定 |
+| `docs_dir` | 文档输出目录 | 配置指定 |
+| `repo_path` | 代码仓库路径 | 命令行参数 |
+| `max_tokens` | LLM 最大输出 token | 配置指定 |
+
+## 跨模块引用
+
+- [LLM 后端与服务](LLM%20后端与服务.md)：`DocumentationGenerator` 使用的 LLM 后端抽象层
+- [Agent 工具集](Agent%20工具集.md)：Agent 在文档生成过程中可调用的工具集合
+
+## 错误处理与容错
+
+| 场景 | 处理方式 |
+|------|----------|
+| 模块文档已存在 | 跳过生成（幂等性保证） |
+| 单个模块生成失败 | 记录错误并继续处理其他模块 |
+| LLM 聚类响应格式无效 | 回退到整体文档模式 |
+| 子模块文档文件名不匹配 | 尝试多种命名变体 |
+| 概览缺少 `<OVERVIEW>` 标签 | 使用原始响应作为文档内容 |
+| 模块树为空 | 进入整体仓库文档模式（不聚类） |
diff --git "a/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md" "b/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"
deleted file mode 100644
index ba2a1aa0..00000000
--- "a/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203.md"
+++ /dev/null
@@ -1,188 +0,0 @@
-# 后端核心
-
-## 简介
-
-后端核心模块位于 `codewiki/src/be/`，是 CodeWiki 的文档生成引擎。包含文档生成编排器、多 LLM 后端适配、提示词模板、模块聚类和 Mermaid 图表验证等核心能力。
-
-## 架构概览
-
-```mermaid
-graph TD
-    DG[DocumentationGenerator] --> BG[backend.py: get_backend]
-    DG --> CM[cluster_modules.py]
-    DG --> DGB[DependencyGraphBuilder]
-
-    BG --> CAW[CawBackend]
-    BG --> PYD[PydanticAIBackend]
-
-    CAW --> CTK[CawToolKit]
-    CAW --> DEPS[CodeWikiDeps]
-    CAW --> PT[prompt_template.py]
-
-    PYD --> DEPS2[CodeWikiDeps]
-    PYD --> LLM[llm_services.py]
-    PYD --> PT2[prompt_template.py]
-
-    CTK --> ET[EditTool]
-    CTK --> MV[Mermaid 验证]
-
-    LLM --> LITELLM[LiteLLM]
-    LLM --> AZURE[Azure OpenAI]
-    LLM --> OPENAI[C compatibleOpenAIModel]
-
-    CM --> CMF[cluster_modules函数]
-    CM --> CPT[format_potential_core_components]
-
-    PT --> FUP[format_user_prompt]
-    PT --> FCP[format_cluster_prompt]
-    PT --> FSP[format_system_prompt]
-    PT --> FLSP[format_leaf_system_prompt]
-
-    BEUTIL[be/utils.py] --> COUNT[count_tokens]
-    BEUTIL --> CMPLX[is_complex_module]
-    BEUTIL --> MV2[validate_mermaid_diagrams]
-    BEUTIL --> EB[extract_mermaid_blocks]
-```
-
-## 文档生成引擎
-
-### DocumentationGenerator
-
-> **文件**: `codewiki/src/be/documentation_generator.py`
-
-文档生成主控制器，协调整个生成流程：
-
-1. 调用 `DependencyGraphBuilder` 构建依赖图
-2. 调用 `cluster_modules` 进行模块聚类
-3. 通过 `get_backend()` 获取 LLM 后端
-4. 调度模块文档生成
-5. 管理进度和日志
-
-### main.py — 独立入口
-
-为命令行直接调用后端提供的入口：`parse_arguments()` 解析参数 → 创建 `DocumentationGenerator` → `run()`。
-
-## LLM 后端
-
-### Backend 抽象层 (backend.py)
-
-| 组件 | 说明 |
-|------|------|
-| `LLMBackend` | 后端抽象基类 |
-| `get_backend(config)` | 工厂函数：根据 provider 返回 CawBackend 或 PydanticAIBackend |
-| `is_caw_provider(provider)` | 判断是否为订阅模式提供商（claude-code/codex） |
-
-### CawBackend (caw_backend.py)
-
-> **文件**: `codewiki/src/be/caw_backend.py`
-
-订阅模式后端（Code As Workflow），直接使用 AI IDE 的内置模型，无需手动配置 LLM API。使用 `CawToolKit` 作为工具集，`CodeWikiDeps` 作为依赖注入。
-
-**核心特性**：
-- 零配置：依赖 IDE 的认证凭证
-- 工具组适配：`_agent_tool_group_for_provider` 按提供商选择工具集
-- 超时补丁：`_patch_codex_tool_timeout` 处理 Codex 的超时问题
-
-### PydanticAIBackend (pydantic_ai_backend.py)
-
-> **文件**: `codewiki/src/be/pydantic_ai_backend.py`
-
-API 模式后端，使用 OpenAI 兼容 API。通过 `llm_services.py` 调用 LLM，使用 `call_llm` 发送 prompt，配合 `CodeWikiDeps` 依赖注入和 Agent 工具。
-
-### CawToolKit (caw_toolkit.py)
-
-> **文件**: `codewiki/src/be/caw_toolkit.py`
-
-订阅模式工具集：集成 `EditTool`（文件编辑）、Mermaid 验证、心跳检测、JSON 参数兼容处理。
-
-### llm_services.py — LLM 调用层
-
-| 组件 | 说明 |
-|------|------|
-| `call_llm()` | 统一 LLM 调用入口，路由到 LiteLLM 或 Azure |
-| `CompatibleOpenAIModel` | OpenAI 兼容模型封装 |
-| `create_main_model()` | 创建主模型客户端 |
-| `create_fallback_model()` | 创建 fallback 模型客户端 |
-| `create_fallback_models()` | 创建主 + fallback 模型列表 |
-| `_call_llm_via_litellm()` | 通过 LiteLLM 调用 |
-| `_call_llm_via_azure()` | 通过 Azure OpenAI 调用 |
-| `_build_model_settings()` | 构建模型参数（max_tokens 等） |
-| `_should_use_max_completion_tokens()` | 判断是否使用 max_completion_tokens |
-
-支持提供商：OpenAI、Anthropic、Azure OpenAI、AWS Bedrock 及所有 LiteLLM 兼容端点。
-
-## 模块聚类
-
-### cluster_modules.py
-
-| 组件 | 说明 |
-|------|------|
-| `cluster_modules(components, config)` | 调用 LLM 进行组件聚类（递归调用自身处理大模块） |
-| `format_potential_core_components(ids, components)` | 格式化核心组件列表为 LLM 输入 |
-| `get_clustering_input_token_count()` | 估算聚类输入的 Token 数量 |
-
-聚类策略根据组件数量和模型能力动态选择：
-- 顶级模型 + 大量组件 → LLM 全量聚类
-- 非顶级模型或其他情况 → 基于文件目录结构的启发式聚类
-
-## 提示词模板
-
-### prompt_template.py
-
-| 组件 | 说明 |
-|------|------|
-| `format_cluster_prompt()` | 聚类提示词模板 |
-| `format_system_prompt()` | 复杂模块系统提示词 |
-| `format_leaf_system_prompt()` | 叶模块系统提示词 |
-| `format_user_prompt()` | 用户提示词（含模块树、组件列表） |
-| `_format_module_tree()` | 递归格式化模块树结构 |
-
-## 后端工具
-
-### be/utils.py
-
-| 组件 | 说明 |
-|------|------|
-| `count_tokens(text)` | Token 计数（支持 tiktoken） |
-| `is_complex_module(components, ids)` | 判断模块是否需要子模块拆分 |
-| `validate_mermaid_diagrams(file_path)` | 验证文件中所有 Mermaid 图表语法 |
-| `extract_mermaid_blocks(content)` | 提取 Mermaid 代码块 |
-| `validate_single_diagram(code)` | 验证单个 Mermaid 图表（支持 pythonmonkey 和 mermaid-py） |
-| `_try_pythonmonkey_parse()` | 通过 PythonMonkey 解析图表，Python 3.12+ 下自动标记为不可用 |
-| `_parse_via_mermaid_py()` | 通过 mermaid-py 解析图表（受 `MERMAID_VALIDATE` 环境变量控制） |
-| `set_main_loop()` | 设置 asyncio 主事件循环引用 |
-| `_MERMAID_PY_BROKEN` | 模块级标志，默认 True（PythonMonkey 在 Python 3.12+ 不兼容），设 `MERMAID_VALIDATE=1` 启用 mermaid-py 验证 |
-
-## 数据流
-
-```mermaid
-graph TD
-    A[配置文件] --> B[get_backend]
-    B --> C{provider 类型}
-    C -->|claude-code/codex| D[CawBackend]
-    C -->|API 模式| E[PydanticAIBackend]
-    
-    D --> F[CawToolKit]
-    F --> G[EditTool]
-    
-    E --> H[llm_services.call_llm]
-    H --> I[LiteLLM / Azure / OpenAI]
-    
-    D --> J[Agent 工具]
-    E --> J
-    J --> K[文档文件]
-```
-
-## 模块依赖
-
-- **上游**: [依赖分析器](依赖分析器.md)（DependencyGraphBuilder）、[共享配置](共享配置.md)（Config）、[Agent 工具](Agent 工具.md)（CodeWikiDeps、EditTool）
-- **下游**: [CLI 核心](CLI 核心.md)（CLIDocumentationGenerator）、[前端服务](前端服务.md)（BackgroundWorker）
-- **工具**: [CLI 工具](CLI 工具.md)（日志、进度）
-
-## 关键设计
-
-1. **双后端架构**：`CawBackend`（订阅模式/零配置）和 `PydanticAIBackend`（API 模式），通过 `get_backend` 工厂统一创建
-2. **分层 LLM 调用**：`llm_services.py` 屏蔽 LiteLLM/Azure/OpenAI 差异
-3. **动态聚类策略**：根据模型能力和组件规模选择聚类算法
-4. **Mermaid 验证降级策略**：PythonMonkey（Python 3.12+ 不兼容）默认禁用，mermaid-py 受 `MERMAID_VALIDATE=1` 环境变量控制；验证跳过时返回明确提示而非静默成功，超时（15s）返回警告
-5. **Token 管理**：`count_tokens` + `is_complex_module` 确保单次 LLM 调用不超限
\ No newline at end of file
diff --git "a/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203\345\274\225\346\223\216.md" "b/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203\345\274\225\346\223\216.md"
new file mode 100644
index 00000000..8b3465eb
--- /dev/null
+++ "b/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203\345\274\225\346\223\216.md"
@@ -0,0 +1,173 @@
+# 后端核心引擎
+
+## 模块概述
+
+后端核心引擎是 CodeWiki-CN 的文档生成中枢，负责协调从代码分析到文档输出的完整自动化工作流。该模块以 `DocumentationGenerator` 为核心编排器，将 LLM 调用、Agent 工具编排、模块聚类、提示词工程和文件管理等功能有机整合，实现了端到端的文档生成管线。
+
+后端引擎采用"编排层 + 服务层"的分层架构：编排层（`DocumentationGenerator`）负责流程调度和阶段管理；服务层包括 LLM 后端抽象（支持多种 LLM 提供商）、Agent 工具集（读写源码、编辑文件、递归子模块）和提示词模板（系统提示、用户提示、聚类提示）。这种分层使各组件可独立替换和测试。
+
+## 子模块架构
+
+```mermaid
+graph TD
+    subgraph Engine["后端核心引擎"]
+        LLMLayer["LLM 后端与服务"]
+        AgentLayer["Agent 工具集"]
+        PipelineLayer["后端工具与流程"]
+    end
+
+    subgraph CLI["CLI 命令行工具"]
+        CLIGen["CLIDocumentationGenerator"]
+    end
+
+    subgraph Analyzer["依赖分析器"]
+        DepGraph["DependencyGraphBuilder"]
+    end
+
+    CLIGen --> PipelineLayer
+    PipelineLayer --> DepGraph
+    PipelineLayer --> LLMLayer
+    LLMLayer --> AgentLayer
+```
+
+## 子模块说明
+
+### LLM 后端与服务
+
+[LLM 后端与服务](LLM%20后端与服务.md) 是 LLM 调用的统一抽象层，通过工厂模式自动选择正确的后端实现。
+
+**两种后端模式：**
+
+| 后端 | 认证方式 | 技术栈 | 适用场景 |
+|------|---------|--------|----------|
+| `PydanticAIBackend` | API 密钥 | pydantic-ai + OpenAI 客户端 | OpenAI/Anthropic/Bedrock/Azure |
+| `CawBackend` | OAuth 订阅 | caw 库 + CLI 子进程 | Claude Code / Codex |
+
+**核心组件：**
+- `LLMBackend` 抽象基类定义 `complete`（单次补全）和 `run_module_agent`（异步 Agent 循环）两个接口
+- `get_backend` 工厂函数根据 `provider` 配置延迟导入对应实现
+- `FallbackModel` 实现主模型到备用模型的自动回退链
+- `CompatibleOpenAIModel` 修补非标准 API 代理的响应格式
+- `call_llm` 统一补全函数，按提供商自动选择调用路径（OpenAI 直调 / litellm 转译 / Azure 客户端）
+- `CawToolKit` 将 CodeWiki Agent 工具以 MCP 服务器形式暴露给 caw Agent
+
+**Token 参数自适应**：自动识别新模型（o1/o3/o4/gpt-4o/gpt-5 等），智能选择 `max_tokens` 或 `max_completion_tokens` 参数。
+
+### Agent 工具集
+
+[Agent 工具集](Agent%20工具集.md) 提供了 LLM Agent 在文档生成过程中可调用的全部工具。
+
+**三大核心工具：**
+
+| 工具 | 功能 | 关键特性 |
+|------|------|----------|
+| `read_code_components` | 按组件 ID 读取源代码 | 支持批量读取，未找到组件时返回友好提示 |
+| `str_replace_editor` | 文件查看/创建/编辑/撤销 | 唯一匹配替换、flake8 语法检查、Mermaid 验证 |
+| `generate_sub_module_documentation` | 子模块文档递归生成 | 并行子 Agent、递归深度控制、心跳保活 |
+
+**EditTool 编辑器**源自 SWE-agent 项目，支持 view/create/str_replace/insert/undo_edit 五种命令，关键安全设计包括：
+- `str_replace` 要求 `old_str` 在文件中必须唯一匹配
+- 编辑历史通过 `registry` 持久化，支持多次 `undo_edit`
+- 可选 flake8 语法检查捕获编辑引入的新错误
+- 超过 16000 字符时自动切换到 Filemap 模式显示文件结构
+
+**子模块递归控制**：递归条件为 `is_complex_module AND current_depth < max_depth AND tokens >= max_token_per_leaf_module` 三者同时满足。
+
+**双后端暴露**：pydantic-ai 使用 `Tool` 对象注册，caw 使用 `@tool` 装饰器注册到 `CawToolKit`，共享 `EditTool` 核心实现。
+
+### 后端工具与流程
+
+[后端工具与流程](后端工具与流程.md) 是顶层编排层，以 `DocumentationGenerator` 为核心控制器协调完整工作流。
+
+**DocumentationGenerator 运行流程：**
+
+```mermaid
+graph TD
+    Run["run()"] --> BuildGraph["1. 构建依赖图"]
+    BuildGraph --> CheckTree{"module_tree.json 已存在?"}
+    CheckTree -->|是| LoadTree["加载现有模块树"]
+    CheckTree -->|否| Cluster["2. 模块聚类"]
+    Cluster --> SaveFirst["保存 first_module_tree.json"]
+    LoadTree --> GenDocs["3. 生成模块文档"]
+    SaveFirst --> GenDocs
+    GenDocs --> GetOrder["拓扑排序"]
+    GetOrder --> Loop["遍历处理顺序"]
+    Loop --> IsLeaf{"叶子模块?"}
+    IsLeaf -->|是| RunAgent["backend.run_module_agent"]
+    IsLeaf -->|否| GenParent["generate_parent_module_docs"]
+    RunAgent --> Next{"还有更多?"}
+    GenParent --> Next
+    Next -->|是| Loop
+    Next -->|否| Meta["4. 保存 metadata.json"]
+```
+
+**关键设计：**
+- **拓扑排序**：后序遍历确保叶子模块先于父模块处理，使父模块概览能引用已生成的子模块内容
+- **幂等性**：已存在的文档自动跳过，单个模块失败不影响其他模块
+- **文件名容错**：`_resolve_child_docs_path` 尝试多种命名变体（空格替换、大小写）查找子模块文档
+
+**模块聚类**：`cluster_modules` 使用 LLM 将组件智能分组，采用递归策略——先仓库级聚类，再对每个子模块递归再聚类。当 token 数不超过 `max_token_per_module` 阈值时跳过聚类，进入整体文档模式。
+
+**提示词模板**包括系统提示（复杂模块/叶子模块）、用户提示、聚类提示和概览提示，支持自定义指令注入和文件扩展名到语言的自动映射。
+
+**Mermaid 验证**采用双引擎策略：PythonMonkey 引擎（首选，JS 绑定）和 mermaid-py 引擎（备选，需 `MERMAID_VALIDATE=1` 启用）。
+
+## 完整数据流
+
+```mermaid
+graph TD
+    subgraph Input["输入"]
+        Config["Config 配置"]
+        Repo["代码仓库"]
+    end
+
+    subgraph Phase1["阶段1 依赖分析"]
+        Builder["DependencyGraphBuilder"]
+        Components["组件字典"]
+        Leaves["叶子节点列表"]
+    end
+
+    subgraph Phase2["阶段2 模块聚类"]
+        Cluster["cluster_modules"]
+        Tree["模块树"]
+    end
+
+    subgraph Phase3["阶段3 文档生成"]
+        Order["拓扑排序"]
+        Agent["Agent 循环"]
+        ParentGen["父模块概览"]
+    end
+
+    subgraph Output["输出"]
+        Docs["Markdown 文档"]
+        Metadata["metadata.json"]
+    end
+
+    Config --> Builder
+    Repo --> Builder
+    Builder --> Components
+    Builder --> Leaves
+    Components --> Cluster
+    Leaves --> Cluster
+    Cluster --> Tree
+    Tree --> Order
+    Order --> Agent
+    Agent --> Docs
+    Docs --> ParentGen
+    ParentGen --> Docs
+    ParentGen --> Metadata
+```
+
+## 与其他模块的关系
+
+- **[CLI 命令行工具](CLI%20命令行工具.md)**：`CLIDocumentationGenerator` 适配器将 CLI 参数转化为 `DocumentationGenerator` 调用
+- **[MCP 协议服务器](MCP%20协议服务器.md)**：MCP 工具集复用后端引擎的 `DependencyGraphBuilder` 和提示词模板
+- **[依赖分析器](依赖分析器.md)**：`DocumentationGenerator` 第一阶段调用 `DependencyGraphBuilder` 构建代码依赖图
+
+## 设计要点
+
+1. **编排与执行分离**：`DocumentationGenerator` 仅负责流程编排，实际的文档生成工作委托给 Agent 工具完成
+2. **后端可插拔**：通过 `LLMBackend` 抽象和工厂模式，新增 LLM 提供商只需实现一个子类
+3. **递归深度控制**：三层条件（复杂度/深度/token 数）联合控制子模块递归，防止无限展开
+4. **Mermaid 质量门禁**：每次文件编辑后自动验证流程图语法，及早发现问题
+5. **容错设计**：模块文档已存在则跳过、单模块失败不影响整体、聚类失败回退到整体模式
diff --git "a/repowiki/\346\225\260\346\215\256\346\250\241\345\236\213\344\270\216\347\256\227\346\263\225.md" "b/repowiki/\346\225\260\346\215\256\346\250\241\345\236\213\344\270\216\347\256\227\346\263\225.md"
new file mode 100644
index 00000000..8a461bb7
--- /dev/null
+++ "b/repowiki/\346\225\260\346\215\256\346\250\241\345\236\213\344\270\216\347\256\227\346\263\225.md"
@@ -0,0 +1,240 @@
+# 数据模型与算法
+
+## 模块概述
+
+数据模型与算法模块为 CodeWiki-CN 的依赖分析引擎提供基础数据结构和图算法支持。该模块定义了整个分析流程中流转的核心数据模型（节点、调用关系、仓库、分析结果），以及依赖图上的拓扑排序、环检测、叶子节点发现等关键算法。这些数据结构和算法是连接语言分析器输出与文档生成流程的桥梁。
+
+## 核心功能
+
+- **统一数据模型**：定义 Node、CallRelationship、Repository、AnalysisResult、NodeSelection 等 Pydantic 模型
+- **环检测与解析**：基于 Tarjan 算法检测强连通分量，自动打破循环依赖
+- **拓扑排序**：提供基于入度的拓扑排序和基于 DFS 的依赖优先遍历
+- **图构建与叶子节点发现**：从组件字典构建邻接表，识别叶子节点供文档生成使用
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph CoreModels[核心数据模型]
+        Node[Node]
+        CR[CallRelationship]
+        Repo[Repository]
+    end
+    subgraph AnalysisModels[分析结果模型]
+        AR[AnalysisResult]
+        NS[NodeSelection]
+    end
+    subgraph GraphAlgorithms[图算法]
+        TS[Topological Sort]
+        DC[Detect Cycles]
+        RC[Resolve Cycles]
+        DFS[Dependency First DFS]
+        LN[Get Leaf Nodes]
+        BG[Build Graph]
+    end
+    AR --> Repo
+    AR --> Node
+    AR --> CR
+    NS --> Node
+    BG --> Node
+    TS --> DC
+    TS --> RC
+    DFS --> RC
+    LN --> RC
+```
+
+## 数据模型详解
+
+### Node（代码组件节点）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/models/core.py`
+
+Node 是代码组件的统一表示模型，承载从源代码中提取的每一个类、函数、方法等组件的完整元数据。
+
+**字段定义：**
+
+| 字段 | 类型 | 说明 |
+|------|------|------|
+| `id` | str | 组件唯一标识，格式为 `相对路径::名称` |
+| `name` | str | 组件名称（类名、函数名、方法名） |
+| `component_type` | str | 组件类型：class, interface, struct, function, method, enum 等 |
+| `file_path` | str | 文件绝对路径 |
+| `relative_path` | str | 相对于仓库根目录的路径 |
+| `depends_on` | Set[str] | 依赖的其他组件 ID 集合 |
+| `source_code` | Optional[str] | 源代码片段 |
+| `start_line` / `end_line` | int | 源代码行号范围 |
+| `has_docstring` / `docstring` | bool / str | 文档字符串信息 |
+| `parameters` | Optional[List[str]] | 函数参数列表 |
+| `node_type` | Optional[str] | 节点类型标识 |
+| `base_classes` | Optional[List[str]] | 基类列表（仅类组件） |
+| `class_name` | Optional[str] | 所属类名（仅方法组件） |
+| `display_name` | Optional[str] | 显示名称（如 `class MyClass`） |
+| `component_id` | Optional[str] | 组件 ID 冗余字段 |
+| `language` | Optional[str] | 编程语言标识 |
+| `qualified_name` | Optional[str] | 全限定名（如 `package.Class.method`） |
+
+**组件 ID 命名规范：**
+```
+相对路径::ClassName                  # 类
+相对路径::ClassName.method_name      # 方法
+相对路径::function_name              # 顶层函数
+```
+
+### CallRelationship（调用关系）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/models/core.py`
+
+表示两个代码组件之间的调用或依赖关系。
+
+**字段定义：**
+
+| 字段 | 类型 | 说明 |
+|------|------|------|
+| `caller` | str | 调用方组件 ID |
+| `callee` | str | 被调用方组件 ID |
+| `call_line` | Optional[int] | 调用发生的行号 |
+| `is_resolved` | bool | 是否已解析到项目内的实际组件 |
+
+**关系类型覆盖：**
+- 函数调用：`funcA()` 调用 `funcB()`
+- 继承关系：`class Child extends Parent`
+- 接口实现：`class Impl implements Interface`
+- 字段类型依赖：`private Service service`
+- 对象创建：`new MyClass()`
+
+### Repository（仓库信息）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/models/core.py`
+
+封装被分析仓库的基本信息。
+
+| 字段 | 类型 | 说明 |
+|------|------|------|
+| `url` | str | GitHub 仓库 URL |
+| `name` | str | 仓库名称 |
+| `clone_path` | str | 本地克隆路径 |
+| `analysis_id` | str | 分析唯一标识（owner-repo） |
+
+### AnalysisResult（分析结果）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/models/analysis.py`
+
+完整仓库分析的结果容器，聚合所有分析产出物。
+
+| 字段 | 类型 | 说明 |
+|------|------|------|
+| `repository` | Repository | 仓库信息 |
+| `functions` | List[Node] | 提取的所有代码组件 |
+| `relationships` | List[CallRelationship] | 所有调用关系 |
+| `file_tree` | Dict[str, Any] | 文件树结构 |
+| `summary` | Dict[str, Any] | 统计摘要 |
+| `visualization` | Dict[str, Any] | Cytoscape.js 可视化数据 |
+| `readme_content` | Optional[str] | README 文件内容 |
+
+### NodeSelection（节点选择）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/models/analysis.py`
+
+用于部分导出场景的节点选择配置。
+
+| 字段 | 类型 | 说明 |
+|------|------|------|
+| `selected_nodes` | List[str] | 选中的节点 ID 列表 |
+| `include_relationships` | bool | 是否包含关系数据 |
+| `custom_names` | Dict[str, str] | 自定义名称映射 |
+
+## 图算法详解
+
+### 环检测：Tarjan 强连通分量算法
+
+**源文件**：`codewiki/src/be/dependency_analyzer/topo_sort.py`
+
+使用 Tarjan 算法检测依赖图中的循环依赖。
+
+**算法流程：**
+
+```mermaid
+graph TD
+    A[Input Graph] --> B[Initialize index + lowlink + stack]
+    B --> C[For each unvisited node]
+    C --> D[strongconnect DFS]
+    D --> E[Set index and lowlink]
+    E --> F[Push to stack]
+    F --> G[Visit successors]
+    G --> H{Successor visited?}
+    H -->|No| D
+    H -->|Yes on stack| I[Update lowlink]
+    I --> J{lowlink == index?}
+    J -->|Yes| K[Pop SCC from stack]
+    J -->|No| G
+    K --> L{SCC size > 1?}
+    L -->|Yes| M[Record as cycle]
+    L -->|No| N[Skip single node]
+```
+
+**复杂度**：O(V + E)，其中 V 为节点数，E 为边数。
+
+### 环解析策略
+
+`resolve_cycles` 函数通过删除环中的 weakest edge 来打破循环依赖：
+- 对每个强连通分量（SCC），移除一条边使其成为 DAG
+- 策略：移除 SCC 中最后一条边（`cycle[i] → cycle[i+1]` 中第一条可删除的边）
+- 返回新的无环图
+
+### 拓扑排序
+
+`topological_sort` 函数实现基于入度的 Kahn 算法：
+
+1. 先调用 `resolve_cycles` 确保图无环
+2. 计算每个节点的入度
+3. 将入度为 0 的节点加入队列
+4. 依次处理队列中的节点，减少其邻居的入度
+5. 反转结果，使依赖项排在前面
+
+### 依赖优先 DFS
+
+`dependency_first_dfs` 函数实现深度优先的依赖优先遍历：
+
+1. 解析环后找到根节点（无入边的节点）
+2. 从每个根节点开始 DFS，先访问所有依赖项
+3. 在依赖项全部访问后才将当前节点加入结果
+4. 处理未访问的孤立节点
+
+### 图构建与叶子节点
+
+```mermaid
+graph TD
+    A[Components Dict] --> B[build_graph_from_components]
+    B --> C[Adjacency List Graph]
+    C --> D[get_leaf_nodes]
+    D --> E[resolve_cycles]
+    E --> F[Find nodes not depended on by others]
+    F --> G[Filter by component_type]
+    G --> H{Has class/interface/struct?}
+    H -->|Yes| I[Keep only class/interface/struct leaves]
+    H -->|No| J[Include function leaves for C projects]
+```
+
+`build_graph_from_components`：从 Node 字典构建邻接表，仅保留项目内的依赖边。
+
+`get_leaf_nodes`：识别叶子节点（无其他节点依赖它的节点），并进行多重过滤：
+- 按组件类型过滤：优先保留 class/interface/struct，C 项目回退到 function
+- 排除无效标识符：过滤含 error/exception 等关键词的节点
+- 数量控制：当叶子节点超过 400 个时，进一步排除被其他节点依赖的节点
+- `__init__` 方法合并到类名
+
+## 与其他模块的关系
+
+- [分析服务](分析服务.md)：AnalysisService 构建 AnalysisResult，DependencyGraphBuilder 调用拓扑排序和叶子节点算法
+- [语言分析器](语言分析器.md)：各语言分析器输出 Node 和 CallRelationship 实例
+- [分析器工具](分析器工具.md)：图算法中使用 external_symbols 判断外部依赖
+- [Web 前端服务](Web 前端服务.md)：分析结果驱动文档生成的模块树结构
+- [共享基础设施](共享基础设施.md)：FileManager 用于依赖图 JSON 的持久化
+
+## 设计要点
+
+1. **Pydantic 模型**：所有数据模型继承 BaseModel，自动获得序列化、反序列化、类型校验能力
+2. **自然依赖方向**：图的边方向为 A→B 表示 A 依赖 B，与直觉一致
+3. **环容忍性**：所有图算法先调用 resolve_cycles，确保循环依赖不会导致死锁
+4. **叶子节点语义**：叶子节点是文档生成的起点，从底层无依赖组件开始向上生成
+5. **类型感知过滤**：叶子节点过滤策略根据项目语言特性自动适配（OOP 项目用类，C 项目用函数）
\ No newline at end of file
diff --git "a/repowiki/\350\257\255\350\250\200\345\210\206\346\236\220\345\231\250.md" "b/repowiki/\350\257\255\350\250\200\345\210\206\346\236\220\345\231\250.md"
new file mode 100644
index 00000000..866857ba
--- /dev/null
+++ "b/repowiki/\350\257\255\350\250\200\345\210\206\346\236\220\345\231\250.md"
@@ -0,0 +1,190 @@
+# 语言分析器
+
+## 模块概述
+
+语言分析器模块是 CodeWiki-CN 依赖分析引擎的多语言 AST 解析层，为每种支持的编程语言提供专门的语法分析器。该模块通过两种技术路线实现代码组件提取：Python 使用内置 `ast` 模块，其余 8 种语言（Java、JavaScript、TypeScript、C、C++、C#、PHP、Kotlin）使用 Tree-sitter 增量解析框架。所有分析器输出统一的 `Node` 和 `CallRelationship` 数据模型，供上层 [分析服务](分析服务.md) 统一消费。
+
+## 核心功能
+
+- **多语言组件提取**：从源代码中提取类、接口、结构体、函数、方法等代码组件
+- **调用关系识别**：识别函数调用、继承关系、接口实现、字段类型依赖等
+- **统一输出格式**：所有分析器输出 `List[Node]` 和 `List[CallRelationship]`
+- **限定名解析**：为每个组件生成全限定名，支持跨文件关系解析
+
+## 架构总览
+
+```mermaid
+graph TD
+    subgraph Dispatcher[调度层]
+        CGA[CallGraphAnalyzer]
+    end
+    subgraph PythonAnalyzer[Python 分析器]
+        PYA[PythonASTAnalyzer]
+    end
+    subgraph TreeSitterAnalyzers[Tree-sitter 分析器群]
+        JAVA[TreeSitterJavaAnalyzer]
+        JS[TreeSitterJSAnalyzer]
+        TS[TreeSitterTSAnalyzer]
+        C[TreeSitterCAnalyzer]
+        CPP[TreeSitterCppAnalyzer]
+        CS[TreeSitterCSharpAnalyzer]
+        PHP[TreeSitterPHPAnalyzer]
+        KT[TreeSitterKotlinAnalyzer]
+    end
+    subgraph Support[辅助组件]
+        NS[NamespaceResolver PHP]
+    end
+    CGA --> PYA
+    CGA --> JAVA
+    CGA --> JS
+    CGA --> TS
+    CGA --> C
+    CGA --> CPP
+    CGA --> CS
+    CGA --> PHP
+    CGA --> KT
+    PHP --> NS
+```
+
+## 分析器分类
+
+| 语言 | 分析器类 | 解析技术 | 提取的组件类型 |
+|------|----------|----------|--------------|
+| Python | PythonASTAnalyzer | Python ast 模块 | class, function, method |
+| Java | TreeSitterJavaAnalyzer | tree-sitter-java | class, interface, enum, record, annotation, method |
+| JavaScript | TreeSitterJSAnalyzer | tree-sitter-javascript | class, interface, function, method |
+| TypeScript | TreeSitterTSAnalyzer | tree-sitter-typescript | class, interface, function, method |
+| C | TreeSitterCAnalyzer | tree-sitter-c | function, struct |
+| C++ | TreeSitterCppAnalyzer | tree-sitter-cpp | class, struct, function, method |
+| C# | TreeSitterCSharpAnalyzer | tree-sitter-csharp | class, interface, struct, method |
+| PHP | TreeSitterPHPAnalyzer | tree-sitter-php | class, interface, function, method |
+| Kotlin | TreeSitterKotlinAnalyzer | tree-sitter-kotlin | class, function, method |
+
+## 组件详解
+
+### PythonASTAnalyzer（Python AST 分析器）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/analyzers/python.py`
+
+基于 Python 内置 `ast.NodeVisitor` 实现的访问者模式分析器。
+
+**核心职责：**
+- 遍历 Python AST 提取类定义（`visit_ClassDef`）和函数定义（`visit_FunctionDef`/`visit_AsyncFunctionDef`）
+- 提取基类继承关系，自动解析 `ast.Name` 和 `ast.Attribute` 形式的基类名
+- 识别函数调用（`visit_Call`），过滤 Python 内置函数（print、len、isinstance 等）
+- 仅提取顶层函数和类定义，类内方法作为类组件的一部分
+
+**组件 ID 格式：**
+- 类：`相对路径::ClassName`
+- 类方法：`相对路径::ClassName.method_name`
+- 顶层函数：`相对路径::function_name`
+
+**调用关系提取逻辑：**
+- caller 为当前类或当前函数（优先类级别）
+- 如果 callee 在本文件的 `top_level_nodes` 中，标记为已解析
+- 支持 `obj.method` 形式的属性调用
+
+### TreeSitterJavaAnalyzer（Java 分析器）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/analyzers/java.py`
+
+功能最丰富的 Tree-sitter 分析器，处理 Java 的包系统、导入解析和类型推断。
+
+**核心职责：**
+- 提取包名和导入声明，构建 `import_map`（简单名 → 全限定名）和 `wildcard_imports`
+- 识别 6 种类型声明：class、abstract class、interface、enum、record、annotation
+- 提取 5 种关系类型：继承、接口实现、字段类型使用、方法调用、对象创建
+- 变量类型推断：通过局部变量声明、方法参数、字段声明解析对象方法调用的目标类型
+- 过滤 JDK 类型：通过 `is_external_symbol` 排除 java.lang、java.*、javax.* 类型
+- 泛型参数过滤：识别作用域内的类型参数（如 `K`、`V`），避免误判为项目组件
+
+**关系解析策略：**
+
+```mermaid
+graph LR
+    A[Method Invocation] --> B{Has object?}
+    B -->|Yes| C[Resolve variable type]
+    B -->|No| D[Resolve via import map]
+    C --> E{Type in project?}
+    E -->|Yes| F[Create relationship]
+    E -->|No| G[Check if external]
+    D --> H{Import maps to project?}
+    H -->|Yes| F
+    H -->|No| G
+```
+
+**限定名生成：**
+- 类：`package.ClassName`
+- 方法：`package.ClassName.methodName`
+- 嵌套类型：`package.Outer.Inner`
+
+### TreeSitterJSAnalyzer（JavaScript 分析器）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/analyzers/javascript.py`
+
+处理 JavaScript 的多种函数声明形式和类体系。
+
+**核心职责：**
+- 提取 5 种函数声明形式：`function_declaration`、`generator_function_declaration`、`export_statement`、`lexical_declaration`（箭头函数/函数表达式）、`method_definition`
+- 识别类声明、抽象类、接口，提取继承关系（`class_heritage`）
+- 提取方法调用（`call_expression`）、`new` 表达式、`await` 表达式
+- JSDoc 类型依赖提取：解析 `@param`、`@returns`、`@type`、`@typedef` 中的类型引用
+- 内置类型过滤：排除 JavaScript 原生类型（Array、Promise、Map 等）和 JSDoc 泛型参数
+
+**去重机制：** 使用 `seen_relationships` 集合基于 (caller, callee, call_line) 三元组去重。
+
+### TypeScript / C / C++ / C# / Kotlin 分析器
+
+这些分析器遵循与 Java/JS 分析器相同的架构模式：
+
+1. **初始化**：加载对应语言的 Tree-sitter 语法，创建解析器
+2. **组件提取**：递归遍历 AST，识别类型声明和函数/方法定义
+3. **关系提取**：识别调用表达式、继承关系、字段类型引用
+4. **限定名生成**：根据语言约定生成全限定名
+
+**各语言特殊处理：**
+
+| 语言 | 特殊处理 |
+|------|----------|
+| TypeScript | 处理类型注解、泛型约束、namespace |
+| C | 提取 struct 和函数，处理头文件包含关系 |
+| C++ | 处理 namespace、模板、类成员函数 |
+| C# | 处理 namespace、属性、委托、事件 |
+| Kotlin | 处理 companion object、data class、扩展函数 |
+
+### NamespaceResolver（PHP 命名空间解析器）
+
+**源文件**：`codewiki/src/be/dependency_analyzer/analyzers/php.py`
+
+PHP 专用的命名空间解析辅助类，处理 PHP 的 `use` 声明和命名空间规则。
+
+**核心职责：**
+- 提取 `namespace` 声明和 `use` 导入语句
+- 解析 PHP 的部分名规则（unqualified name 自动拼接当前命名空间）
+- 构建类名到全限定名的映射表
+
+## 分析器通用流程
+
+```mermaid
+graph TD
+    A[Source Code Content] --> B[Parse AST]
+    B --> C[Extract Nodes]
+    C --> D[Extract Relationships]
+    D --> E[Generate Component IDs]
+    E --> F[Return Node list + CallRelationship list]
+```
+
+## 与其他模块的关系
+
+- [分析服务](分析服务.md)：CallGraphAnalyzer 按文件语言分派到对应分析器，分析结果是上层构建依赖图的基础
+- [数据模型与算法](数据模型与算法.md)：所有分析器输出统一的 Node 和 CallRelationship 模型
+- [分析器工具](分析器工具.md)：使用 external_symbols 模块过滤外部符号，使用 patterns 模块的 CODE_EXTENSIONS 映射
+- [共享基础设施](共享基础设施.md)：通过 Config 获取仓库路径信息
+
+## 设计要点
+
+1. **语言专门化**：每种语言使用最适合的解析技术，Python 用内置 AST，其他用 Tree-sitter
+2. **统一接口**：所有分析器返回 `(List[Node], List[CallRelationship])` 元组，对上层透明
+3. **延迟导入**：分析器模块使用延迟导入（`from ... import ...`），避免初始化时加载所有语言解析器
+4. **导入解析**：Java 分析器实现完整的 import map，JS 分析器实现 JSDoc 类型解析，PHP 使用 NamespaceResolver
+5. **外部符号过滤**：分层过滤策略——语言前缀规则 + 标准库符号集合 + 项目包匹配
\ No newline at end of file
diff --git a/tests/smoke_test_mcp.py b/tests/smoke_test_mcp.py
index c0187a8e..7832ca84 100644
--- a/tests/smoke_test_mcp.py
+++ b/tests/smoke_test_mcp.py
@@ -1,5 +1,6 @@
 #!/usr/bin/env python3
-"""Smoke test for CodeWiki MCP tools — verifies core functionality after fixes.
+"""Smoke test for CodeWiki MCP tools — verifies core functionality after
+the file-side-channel optimization.
 
 Run: python3 tests/smoke_test_mcp.py
 """
@@ -15,8 +16,8 @@
 sys.path.insert(0, str(Path(__file__).resolve().parent.parent))
 
 from codewiki.mcp.session import SessionStore, SessionState
-from codewiki.mcp.tools.analysis import handle_analyze_repo, handle_list_components
-from codewiki.mcp.tools.code_reader import handle_read_code_components, handle_view_repo_file
+from codewiki.mcp.tools.analysis import handle_analyze_repo
+from codewiki.mcp.tools.code_reader import handle_read_code_components
 from codewiki.mcp.tools.doc_writer import handle_write_doc_file, handle_edit_doc_file
 
 # Use the repo itself as a test target
@@ -37,7 +38,7 @@ def check(name: str, condition: bool, detail: str = ""):
 
 
 def main():
-    print("=== CodeWiki MCP Smoke Test ===\n")
+    print("=== CodeWiki MCP Smoke Test (File-Side-Channel) ===\n")
 
     store = SessionStore()
     output_dir = tempfile.mkdtemp(prefix="codewiki_smoke_")
@@ -47,60 +48,91 @@ def main():
     result = json.loads(handle_analyze_repo({
         "repo_path": REPO_PATH,
         "output_dir": output_dir,
-        "limit": 5,
     }, store))
     check("returns session_id", "session_id" in result, str(result)[:200])
-    check("returns pagination", "pagination" in result, str(result.get("pagination", "")))
-    check("returns component_index", "component_index" in result, str(result.keys()))
-    check("pagination has total", "total" in result.get("pagination", {}), str(result.get("pagination")))
+    check("returns workspace_dir", "workspace_dir" in result, str(result.keys()))
+    check("returns stats", "stats" in result, str(result.keys()))
+    check("returns files", "files" in result, str(result.keys()))
+    check("stats has total_components",
+          "total_components" in result.get("stats", {}),
+          str(result.get("stats")))
+    check("stats has total_leaf_nodes",
+          "total_leaf_nodes" in result.get("stats", {}),
+          str(result.get("stats")))
 
     session_id = result.get("session_id")
+    workspace_dir = result.get("workspace_dir")
     check("session_id is non-empty", session_id and len(session_id) == 12, str(session_id))
-
-    # -- 2. list_components pagination --
-    print("\n[2] list_components pagination")
-    page1 = json.loads(handle_list_components({
-        "session_id": session_id,
-        "offset": 0,
-        "limit": 5,
-    }, store))
-    check("page1 returns 5 items", len(page1.get("component_index", [])) == 5, str(len(page1.get("component_index", []))))
-
-    page2 = json.loads(handle_list_components({
-        "session_id": session_id,
-        "offset": 5,
-        "limit": 5,
-    }, store))
-    check("page2 returns 5 items", len(page2.get("component_index", [])) == 5, str(len(page2.get("component_index", []))))
-    check("page2 offset != page1", page2["component_index"][0]["id"] != page1["component_index"][0]["id"], "same items returned")
-
-    # -- 3. view_repo_file path traversal guard --
-    print("\n[3] view_repo_file path traversal guard")
-    traversal = json.loads(handle_view_repo_file({
-        "session_id": session_id,
-        "path": "../../etc/passwd",
-    }, store))
-    check("rejects ../../etc/passwd", "error" in traversal, str(traversal))
-
-    abs_traversal = json.loads(handle_view_repo_file({
-        "session_id": session_id,
-        "path": "/etc/passwd",
-    }, store))
-    check("rejects /etc/passwd", "error" in abs_traversal, str(abs_traversal))
-
-    # -- 4. view_repo_file normal read --
-    print("\n[4] view_repo_file normal read")
-    file_view = handle_view_repo_file({
-        "session_id": session_id,
-        "path": "pyproject.toml",
-    }, store)
-    check("reads pyproject.toml", "pyproject" in file_view or "build-system" in file_view, file_view[:100])
-
-    dir_view = handle_view_repo_file({
-        "session_id": session_id,
-        "path": "codewiki/mcp/tools",
-    }, store)
-    check("lists directory", "Directory listing" in dir_view, dir_view[:100])
+    check("workspace_dir exists on disk",
+          workspace_dir and Path(workspace_dir).is_dir(),
+          str(workspace_dir))
+
+    # -- 2. Workspace files verification --
+    print("\n[2] Workspace files verification")
+    ws = Path(workspace_dir)
+    check("component_index.json exists", (ws / "component_index.json").exists(), "")
+    check("leaf_nodes.json exists", (ws / "leaf_nodes.json").exists(), "")
+    check("languages.json exists", (ws / "languages.json").exists(), "")
+    check("summary.json exists", (ws / "summary.json").exists(), "")
+    check("sources/ directory exists", (ws / "sources").is_dir(), "")
+
+    # Read component_index.json and verify structure
+    comp_index = json.loads((ws / "component_index.json").read_text(encoding="utf-8"))
+    check("component_index is a list", isinstance(comp_index, list), type(comp_index).__name__)
+    check("component_index non-empty", len(comp_index) > 0, f"len={len(comp_index)}")
+    if comp_index:
+        first = comp_index[0]
+        check("component has id/type/file",
+              all(k in first for k in ("id", "type", "file")),
+              str(first.keys()))
+
+    # Read leaf_nodes.json
+    leaf_nodes = json.loads((ws / "leaf_nodes.json").read_text(encoding="utf-8"))
+    check("leaf_nodes is a list", isinstance(leaf_nodes, list), type(leaf_nodes).__name__)
+    total_leaf = result["stats"]["total_leaf_nodes"]
+    check("leaf_nodes matches stats count",
+          len(leaf_nodes) == total_leaf,
+          f"file={len(leaf_nodes)} vs stats={total_leaf}")
+
+    # -- 3. read_code_components (writes to workspace files) --
+    print("\n[3] read_code_components")
+    if comp_index:
+        ids = [c["id"] for c in comp_index[:5]]
+        read_result = json.loads(handle_read_code_components({
+            "session_id": session_id,
+            "component_ids": ids,
+        }, store))
+        check("returns written count", "written" in read_result, str(read_result.keys()))
+        check("returns source_dir", "source_dir" in read_result, str(read_result.keys()))
+        check("returns files mapping", "files" in read_result, str(read_result.keys()))
+        check("written == requested",
+              read_result.get("written") == len(ids),
+              f"written={read_result.get('written')}, requested={len(ids)}")
+
+        # Verify source files exist on disk
+        source_dir = Path(read_result["source_dir"])
+        check("source_dir exists", source_dir.is_dir(), str(source_dir))
+        for fname, cid in read_result.get("files", {}).items():
+            src_file = source_dir / fname
+            if src_file.exists():
+                content = src_file.read_text(encoding="utf-8")
+                check(f"source file has content ({fname})",
+                      len(content) > 0, f"empty: {fname}")
+                check(f"source file has header ({fname})",
+                      "Component:" in content, f"no header: {fname[:50]}")
+                break  # just check first one
+
+    # -- 4. read_code_components no cap (removed 20-component limit) --
+    print("\n[4] read_code_components no cap")
+    if len(comp_index) > 20:
+        many_ids = [c["id"] for c in comp_index[:30]]
+        many_result = json.loads(handle_read_code_components({
+            "session_id": session_id,
+            "component_ids": many_ids,
+        }, store))
+        check("no 20-component cap",
+              many_result.get("written") == 30,
+              f"written={many_result.get('written')}")
 
     # -- 5. write_doc_file path traversal guard --
     print("\n[5] write_doc_file path traversal guard")
@@ -146,29 +178,19 @@ def main():
     undone_content = (Path(output_dir) / "test_doc.md").read_text()
     check("content reverted", "# Test\n" in undone_content, undone_content[:100])
 
-    # -- 9. read_code_components cap --
-    print("\n[9] read_code_components cap")
-    comp_ids = page1["component_index"]
-    if comp_ids:
-        ids = [c["id"] for c in comp_ids] * 20  # 100 IDs, should be capped to 20
-        read_result = handle_read_code_components({
-            "session_id": session_id,
-            "component_ids": ids,
-        }, store)
-        check("caps to 20 components", "only first 20" in read_result, read_result[:100])
-
-    # -- 10. close_session --
-    print("\n[10] close_session")
-    from codewiki.mcp.server import _store as server_store
-    # Simulate close_session via store directly
+    # -- 9. close_session with workspace cleanup --
+    print("\n[9] close_session with workspace cleanup")
+    check("workspace exists before close", ws.exists(), "")
+    # Simulate close_session cleanup
+    session = store.get(session_id)
+    if session and session.workspace:
+        session.workspace.cleanup()
     removed = store.remove(session_id)
     check("session removed", removed, "")
-    # Verify session is gone
-    gone = store.get(session_id)
-    check("session is None after close", gone is None, "")
+    check("workspace dir cleaned up", not ws.exists(), f"still exists: {ws}")
 
-    # -- 11. SessionStore thread safety --
-    print("\n[11] SessionStore thread safety")
+    # -- 10. SessionStore thread safety --
+    print("\n[10] SessionStore thread safety")
     import threading
     errors = []
     def worker():
@@ -186,8 +208,8 @@ def worker():
         t.join()
     check("no concurrent access errors", len(errors) == 0, str(errors[:3]))
 
-    # -- 12. SessionStore max sessions --
-    print("\n[12] SessionStore max sessions")
+    # -- 11. SessionStore max sessions --
+    print("\n[11] SessionStore max sessions")
     store2 = SessionStore()
     created = []
     for i in range(15):

From 92b3e9884b003b1142d8feaae5717d59163521a9 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Tue, 23 Jun 2026 17:51:32 +0800
Subject: [PATCH 25/26] =?UTF-8?q?=E5=88=A0=E9=99=A4=E6=B2=A1=E7=94=A8?=
 =?UTF-8?q?=E7=9A=84=E6=96=87=E4=BB=B6?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .codebuddy/plan/plan.md                       |  250 -
 .../skills/codewiki-wiki-generator/SKILL.md   |  181 -
 .../skills/codewiki-wiki-generator/SKILL.md   |  181 -
 .../skills/codewiki-wiki-generator/SKILL.md   |  181 -
 IDE_DRIVEN_GUIDE.md                           |  353 +-
 ...t \345\267\245\345\205\267\351\233\206.md" |  427 --
 ...43\344\270\216\345\221\275\344\273\244.md" |  373 -
 ...44\350\241\214\345\267\245\345\205\267.md" |  158 -
 ...I \345\267\245\345\205\267\345\272\223.md" |  437 --
 ...56\344\270\216\346\250\241\345\236\213.md" |  414 --
 ...57\344\270\216\346\234\215\345\212\241.md" |  393 -
 ...16\345\267\245\344\275\234\345\214\272.md" |  340 -
 ...56\346\234\215\345\212\241\345\231\250.md" |  180 -
 ...P \345\267\245\345\205\267\351\233\206.md" |  402 -
 ...15\347\253\257\346\234\215\345\212\241.md" |  275 -
 repowiki/first_module_tree.json               |  351 -
 repowiki/metadata.json                        |    6 -
 repowiki/module_tree.json                     |  351 -
 repowiki/overview.md                          |  146 -
 .../CodeWiki_CN_dependency_graph.json         | 6459 -----------------
 ...26\345\210\206\346\236\220\345\231\250.md" |  217 -
 ...72\347\241\200\350\256\276\346\226\275.md" |  201 -
 ...20\345\231\250\345\267\245\345\205\267.md" |  228 -
 ...06\346\236\220\346\234\215\345\212\241.md" |  199 -
 ...67\344\270\216\346\265\201\347\250\213.md" |  607 --
 ...70\345\277\203\345\274\225\346\223\216.md" |  173 -
 ...13\344\270\216\347\256\227\346\263\225.md" |  240 -
 ...00\345\210\206\346\236\220\345\231\250.md" |  190 -
 skill/codewiki-wiki-generator/SKILL.md        |  219 +-
 29 files changed, 310 insertions(+), 13822 deletions(-)
 delete mode 100644 .codebuddy/plan/plan.md
 delete mode 100644 .codebuddy/skills/codewiki-wiki-generator/SKILL.md
 delete mode 100644 .qoder/skills/codewiki-wiki-generator/SKILL.md
 delete mode 100644 .qoderwork/skills/codewiki-wiki-generator/SKILL.md
 delete mode 100644 "repowiki/Agent \345\267\245\345\205\267\351\233\206.md"
 delete mode 100644 "repowiki/CLI \345\205\245\345\217\243\344\270\216\345\221\275\344\273\244.md"
 delete mode 100644 "repowiki/CLI \345\221\275\344\273\244\350\241\214\345\267\245\345\205\267.md"
 delete mode 100644 "repowiki/CLI \345\267\245\345\205\267\345\272\223.md"
 delete mode 100644 "repowiki/CLI \351\205\215\347\275\256\344\270\216\346\250\241\345\236\213.md"
 delete mode 100644 "repowiki/LLM \345\220\216\347\253\257\344\270\216\346\234\215\345\212\241.md"
 delete mode 100644 "repowiki/MCP \344\274\232\350\257\235\344\270\216\345\267\245\344\275\234\345\214\272.md"
 delete mode 100644 "repowiki/MCP \345\215\217\350\256\256\346\234\215\345\212\241\345\231\250.md"
 delete mode 100644 "repowiki/MCP \345\267\245\345\205\267\351\233\206.md"
 delete mode 100644 "repowiki/Web \345\211\215\347\253\257\346\234\215\345\212\241.md"
 delete mode 100644 repowiki/first_module_tree.json
 delete mode 100644 repowiki/metadata.json
 delete mode 100644 repowiki/module_tree.json
 delete mode 100644 repowiki/overview.md
 delete mode 100644 repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
 delete mode 100644 "repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
 delete mode 100644 "repowiki/\345\205\261\344\272\253\345\237\272\347\241\200\350\256\276\346\226\275.md"
 delete mode 100644 "repowiki/\345\210\206\346\236\220\345\231\250\345\267\245\345\205\267.md"
 delete mode 100644 "repowiki/\345\210\206\346\236\220\346\234\215\345\212\241.md"
 delete mode 100644 "repowiki/\345\220\216\347\253\257\345\267\245\345\205\267\344\270\216\346\265\201\347\250\213.md"
 delete mode 100644 "repowiki/\345\220\216\347\253\257\346\240\270\345\277\203\345\274\225\346\223\216.md"
 delete mode 100644 "repowiki/\346\225\260\346\215\256\346\250\241\345\236\213\344\270\216\347\256\227\346\263\225.md"
 delete mode 100644 "repowiki/\350\257\255\350\250\200\345\210\206\346\236\220\345\231\250.md"

diff --git a/.codebuddy/plan/plan.md b/.codebuddy/plan/plan.md
deleted file mode 100644
index 64ac40f9..00000000
--- a/.codebuddy/plan/plan.md
+++ /dev/null
@@ -1,250 +0,0 @@
-## MCP server代码可以优化吗，因为用的是stdio模式，是不是可以通过读写文件的方式来代替通过MCP协议传输大量内容
-
-## 最简方案：session = 目录，Resources 替代所有只读 tool
-
-### 核心设计
-
-把 MCP server 拆成**控制平面（4 个 tool）+ 数据平面（7 类 Resources）**，两者的桥梁就是 output_dir 下一个固定的 `.codewiki/` 工作目录：
-
-```mermaid
-flowchart LR
-    subgraph IDE["AI IDE / LLM"]
-        A[Agent]
-    end
-
-    subgraph MCP["MCP Server (stdio)"]
-        T1[analyze_repo]
-        T2[write_doc]
-        T3[edit_doc]
-        T4[save_module_tree]
-        R[Resources Provider]
-    end
-
-    subgraph Disk["<output_dir>/.codewiki/"]
-        C[components.json]
-        S[sources/*.md]
-        L[leaf_nodes.json]
-        P[prompts/*.md]
-        M[module_tree.json]
-        O[processing_order.json]
-        U[undo/*.json]
-    end
-
-    subgraph Docs["<output_dir>/"]
-        D1[overview.md]
-        D2[module_*.md]
-    end
-
-    A -- "1) parse repo" --> T1
-    T1 -- write --> C
-    T1 -- write --> S
-    T1 -- write --> L
-
-    A -- "2) read components" --> R
-    R -- read --> C
-    R -- read --> S
-    R -- read --> L
-    R -- read --> P
-    R -- read --> M
-    R -- read --> O
-
-    A -- "3) cluster → write" --> T4
-    T4 -- write --> M
-    T4 -- write --> O
-
-    A -- "4) generate docs" --> T2
-    T2 -- write --> D1
-    T2 -- write --> D2
-
-    A -- "5) edit/undo" --> T3
-    T3 -- write --> U
-    T3 -- write --> D1
-    T3 -- write --> D2
-```
-
-### 数据平面：`.codewiki/` 目录布局
-
-```
-<output_dir>/
-├── .codewiki/                 ← MCP server 的"工作目录"
-│   ├── components.json        全量组件索引（带源码）
-│   ├── leaf_nodes.json        叶节点列表
-│   ├── module_tree.json       当前聚类树
-│   ├── processing_order.json  叶优先处理顺序（save_module_tree 时算好）
-│   ├── prompts/
-│   │   ├── cluster.md
-│   │   ├── system_complex.md
-│   │   ├── system_leaf.md
-│   │   ├── user.md
-│   │   ├── overview_module.md
-│   │   └── overview_repo.md
-│   ├── sources/               每个组件的源码
-│   │   ├── auth.py__login.md
-│   │   ├── auth.py__logout.md
-│   │   └── ...
-│   └── undo/                  编辑历史（每文件一摞）
-│       ├── auth_module.md.json
-│       └── ...
-├── overview.md
-├── auth_module.md
-├── module_tree.json            ↑ 业务产物，对外可见
-├── first_module_tree.json
-└── metadata.json
-```
-
-**变化点**：
-- `session_id` / `SessionStore` / 2h TTL / 10 个并发上限 **全部删除** → "session" 就是 `output_dir` 这个绝对路径
-- 截断（`_MAX_RESPONSE_LEN=24000` / `_MAX_COMPONENT_SOURCE_LEN=8000`）**全部删除** → LLM 直接读磁盘，无大小限制
-- `view_repo_file` **删除** → LLM 自己的文件系统工具就能看
-- `get_prompt` **删除** → 模板是静态文件，做成 Resource
-- `get_processing_order` **删除** → `save_module_tree` 一次性算好写盘
-- `close_session` **删除** → 删 `.codewiki/` 是用户/IDE 自己的事
-- 内存里的 `components` dict **删除** → 解析完直接序列化到 `components.json`，需要时按组件 ID 切片到 `sources/<id>.md`
-
-### 控制平面：4 个 tool
-
-```python
-Tool(name="analyze_repo", ...)         # 唯一的"重活"tool
-Tool(name="write_doc", ...)            # 写 .md
-Tool(name="edit_doc", ...)             # 替换/插入/撤销
-Tool(name="save_module_tree", ...)     # 保存聚类
-```
-
-每个 tool 的 `arguments` 全部接受 `output_dir`（绝对路径）作为**隐式 session key**，不再有 `session_id` 字段。
-
-#### `analyze_repo(repo_path, output_dir, include_patterns, exclude_patterns)`
-
-- 行为与旧版一致：Tree-sitter 解析、构建依赖图、git/mtime 增量检测
-- **新行为**：所有结果落盘到 `<output_dir>/.codewiki/`
-- 返回值（**极小**）：
-  ```json
-  {
-    "output_dir": "/abs/path/to/output_dir",
-    "components_file": ".../.codewiki/components.json",
-    "leaf_nodes_file": ".../.codewiki/leaf_nodes.json",
-    "components_count": 327,
-    "leaf_nodes_count": 89,
-    "languages": {"python": 280, "typescript": 47},
-    "changes": null  // 或增量检测结果
-  }
-  ```
-
-#### `write_doc(output_dir, filename, content=None, content_path=None)`
-
-- 至少给一个：`content`（小段）或 `content_path`（LLM 先把内容写到自己工区的临时文件，再传路径）
-- 写完后做 Mermaid 校验，返回 `{path, lines, mermaid_validation}`
-
-#### `edit_doc(output_dir, filename, command, old_str, new_str, insert_line)`
-
-- 三个 command：`str_replace` / `insert` / `undo`
-- 编辑前把当前内容推到 `<output_dir>/.codewiki/undo/<filename>.json`（数组，最多 20 条）
-- `undo` 从中弹一条写回
-- 返回 `{status, snippet, mermaid_validation}`
-
-#### `save_module_tree(output_dir, module_tree=None, module_tree_path=None)`
-
-- 二选一：直接传 `module_tree` 对象，或传 `module_tree_path`（LLM 写到临时文件后给路径）
-- 写 `<output_dir>/module_tree.json` + `<output_dir>/first_module_tree.json` + `<output_dir>/.codewiki/processing_order.json`
-- 返回 `{tree_path, processing_order_path, processing_order: [...]}`
-
-### 数据平面：7 类 MCP Resources
-
-```python
-@server.list_resources()
-async def list_resources() -> list[Resource]:
-    # 动态扫描 .codewiki/ 下已落盘的文件，注册为 Resources
-    # 一次 analyze_repo 后，这些 Resources 自动可读
-    ...
-
-@server.read_resource()
-async def read_resource(uri: str) -> list[ReadResourceContents]:
-    # URI 路由到对应磁盘文件
-    ...
-```
-
-URI 设计（**注意输出目录里多个 repo 共存**时用 hash 区分）：
-
-| URI | 实际文件 | 内容 |
-|-----|---------|------|
-| `codewiki://<sid>/components` | `components.json` | 完整组件索引（id/type/file/source 都有） |
-| `codewiki://<sid>/components/{id}` | `sources/{id}.md` | 单个组件源码（带 ```lang fence） |
-| `codewiki://<sid>/leaf-nodes` | `leaf_nodes.json` | 叶节点 ID 列表 |
-| `codewiki://<sid>/module-tree` | `module_tree.json` | 当前模块树 |
-| `codewiki://<sid>/processing-order` | `processing_order.json` | 叶优先处理顺序 |
-| `codewiki://<sid>/prompts/{type}` | `prompts/{type}.md` | 提示词模板（占位符未填） |
-| `codewiki://<sid>/docs/{filename}` | `output_dir/{filename}.md` | 任意已生成的 .md |
-
-`<sid>` = `hashlib.md5(output_dir.encode()).hexdigest()[:12]`，让 LLM 拿一个稳定 ID 引用即可。
-
-**LLM 工作流**：
-
-```
-1. analyze_repo → 拿到 output_dir + sid
-2. resources/read codewiki://<sid>/components
-3. 推理聚类 → write .codewiki/_tmp_tree.json → save_module_tree(module_tree_path=...)
-4. resources/read codewiki://<sid>/prompts/system_leaf
-5. resources/read codewiki://<sid>/components/{cid1} ... /components/{cidN}
-6. 生成 .md → 写到自己的临时文件 → write_doc(content_path=...)
-7. resources/read codewiki://<sid>/docs/overview.md  ← 父模块/总览阶段读子文档
-8. close？不需要。删 output_dir 由 IDE/用户决定。
-```
-
-### stdio 流量对比
-
-| 阶段 | 旧版（11 tool, 截断，全 inline） | 新版（4 tool + 7 Resources） |
-|------|-------------------------------|------------------------------|
-| analyze_repo | ~30 KB inline | **< 1 KB** inline |
-| 读 200 个组件源码 | 200 × 8 KB = **1.6 MB** 走 stdio | **0** 走 stdio（LLM 走 Resources/磁盘） |
-| get_prompt × 6 | 6 × 25 KB = 150 KB | 0（Resources） |
-| 写 30 篇 .md | 30 × 15 KB = 450 KB | < 1 KB × 30（只传路径） |
-| save_module_tree | 30 KB | < 1 KB |
-| **总计** | **~2.3 MB** | **< 50 KB** |
-
-LLM context 端：旧版工具返回值会被 IDE 塞进 context（白白占 token），新版 LLM 用 Resources 读到的内容也进 context，但**可以按 view_range 切片**，且**没有 8000 字符的截断**，长文件一次读全。
-
----
-
-## 实施步骤（要改的文件）
-
-1. **删**：`codewiki/mcp/session.py`（彻底不要内存 session）
-2. **删**：`codewiki/mcp/payload_store.py`（如果之前尝试过）
-3. **重写**：`codewiki/mcp/server.py` — 4 个 tool + 7 类 Resources
-4. **新建**：`codewiki/mcp/resources.py` — `list_resources` / `read_resource` 的实现 + URI 路由
-5. **合并**：`codewiki/mcp/tools/*.py` 收敛到 4 个 handler（甚至可以并入 `server.py`）
-6. **更新**：`codewiki/src/config.py` — `DOCS_DIR` 仍是 `docs`，但 `FIRST_MODULE_TREE_FILENAME` 等保留（CLI 还要用），**新增** `CODEWIKI_DIR = ".codewiki"`
-7. **更新**：`codewiki/src/be/utils.py` — `validate_mermaid_diagrams` 现在读的是 output_dir 下的真实文件，逻辑保持
-8. **重写**：`IDE_DRIVEN_GUIDE.md` — 改写整个工具章节
-9. **重写**：`.codebuddy/rules/codewiki-wiki-generator/RULE.mdc` 和 `.cursorrules` — 改成基于 Resources 的工作流
-10. **更新**：`pyproject.toml` — 确认 `mcp[server] >= 1.0`（Resources 是标准能力，老版本 mcp 库没实现）
-11. **改写**：`tests/smoke_test_mcp.py` — 改成验证 Resources URI 可读
-
-### 唯一需要保留的"路径保护"逻辑
-
-- `write_doc` / `edit_doc` 的 `_safe_doc_path` 保留（防 `../` 越狱）
-- `analyze_repo` 的 `output_dir` 校验保留（不接受写到 repo 外）
-
----
-
-## 不做的事
-
-- ❌ 不再做 `_MAX_RESPONSE_LEN` / `_MAX_COMPONENT_SOURCE_LEN` 截断
-- ❌ 不再做 `asyncio.to_thread` 绕 GIL（Resources 同步读盘很快，Tree-sitter 那一步保留同步即可）
-- ❌ 不再做 `mermaid-py` 跨线程的 `_main_loop` 复杂同步（重构后调用栈更短，可改成一次性 import 时初始化）
-- ❌ 不再做 `SessionStore._purge_expired` / `_MAX_SESSIONS` 防御
-- ❌ 不再返回 `component_index` 全量到 MCP response（分页到磁盘）
-- ❌ 不再做 `get_prompt` 变量服务端填充（LLM 自己填 `{module_name}` 等占位符）
-
----
-
-### 风险
-
-| 风险 | 应对 |
-|------|------|
-| 部分老 IDE 不支持 MCP Resources | 罕见；Cursor/Claude Desktop/CodeBuddy 全部支持；如果担心，在 server.py 启动时探测并 warn |
-| LLM 不愿用 Resources | 规则文件里写清楚工作流，prompt 中强调"读组件源码请用 resources/read" |
-| output_dir 被手动删除 | analyze_repo 重复调就是幂等的，重新构建即可 |
-| 多 repo 并行分析时 hash 冲突 | 12 位 md5 撞库概率 1/16^12，且即便撞也只影响 resources URI，不影响磁盘文件 |
-
----
-
-**最终落点**：4 个 tool + 7 类 Resources + 一个 `.codewiki/` 工作目录，stdio 流量降到 5% 以下，LLM 用 Resources 读大数据用 tool 写小数据，整个 server 没有内存状态、没有 TTL、没有截断。
diff --git a/.codebuddy/skills/codewiki-wiki-generator/SKILL.md b/.codebuddy/skills/codewiki-wiki-generator/SKILL.md
deleted file mode 100644
index 67e83718..00000000
--- a/.codebuddy/skills/codewiki-wiki-generator/SKILL.md
+++ /dev/null
@@ -1,181 +0,0 @@
----
-name: codewiki-wiki-generator
-description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
-version: 2.0.0
----
-
-# CodeWiki 文档生成器
-
-你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 8 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
-
-## 核心机制：文件侧通道
-
-CodeWiki MCP 采用**文件侧通道**架构：大体量数据（组件索引、源码、处理顺序）写入磁盘文件，MCP 只返回文件路径和精简摘要。你需要**用自己的文件读取能力**读取 workspace 文件获取完整数据。
-
-Workspace 目录位于 `{repo_path}/.codewiki/sessions/{session_id}/`，包含：
-
-- `component_index.json` — 完整组件索引（每项含 id/type/file）
-- `leaf_nodes.json` — 完整叶子节点 ID 列表
-- `languages.json` — 语言统计
-- `summary.json` — 分析摘要
-- `changes.json` — 增量变更信息（可选）
-- `processing_order.json` — 文档生成顺序
-- `sources/` — 组件源码文件（每个组件一个 `.src` 文件）
-
-## 前置条件
-
-开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 8 个工具：`analyze_repo`、`read_code_components`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
-
-如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
-
-```bash
-git clone https://github.com/mambo-wang/CodeWiki-CN.git
-cd CodeWiki-CN && pip install -e .
-```
-
-然后在 MCP 配置中添加：
-
-```json
-{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki-CN"}}}
-```
-
-## 五阶段工作流程
-
-严格按以下顺序执行。阶段 1 之后的所有工具调用都需要 `analyze_repo` 返回的 `session_id`。
-
-### 阶段 1：分析仓库
-
-调用 `analyze_repo`：
-
-```json
-{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
-```
-
-返回内容：`session_id`、`workspace_dir`（workspace 根目录路径）、`stats`（组件/叶子节点数量、语言统计）、`files`（各数据文件的路径）、`changes`（增量变更信息）。
-
-**接下来必须读取 workspace 文件获取完整数据：**
-
-1. 读取 `{workspace_dir}/component_index.json` — 完整组件列表
-2. 读取 `{workspace_dir}/leaf_nodes.json` — 叶子节点 ID 列表
-3. 根据 `stats` 了解仓库规模，规划聚类策略
-
-**牢记 `session_id`**——后续每一步都需要它。
-
-### 阶段 2：模块聚类
-
-这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
-
-1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
-2. **阅读源码**：调用 `read_code_components` 传入组件 ID 列表，源码会写入 workspace 的 `sources/` 目录，然后直接读取这些 `.src` 文件理解各组件的功能和关联。每批可传入任意数量的组件 ID（无上限、无截断）
-3. **如需补充读取仓库中任意文件**：直接用文件读取工具读取仓库内的源码文件
-4. **按以下原则分组**：
-   - 功能内聚：关系紧密的组件放入同一模块
-   - 文件归属：同一文件/目录下的组件倾向归入同一模块
-   - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
-   - 组件 ID 必须原样保留（含 `::` 分隔符）
-5. **保存模块树**：调用 `save_module_tree`：
-
-```json
-{
-  "session_id": "<session_id>",
-  "module_tree": {
-    "模块名": {
-      "components": ["file.py::ClassA", "file.py::func_b"],
-      "children": {}
-    }
-  }
-}
-```
-
-返回结果中包含 `processing_order_file` 路径——读取该文件获取叶优先的文档生成顺序。
-
-### 阶段 3：逐模块生成文档
-
-读取 `processing_order.json` 获取处理顺序，**先处理叶模块**，再处理父模块。
-
-**每个叶模块**（is_leaf=true）：
-
-1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
-2. 读取源码：`read_code_components` → 该模块所有组件 ID，然后读取 `sources/` 下的文件
-3. 如需更多上下文，直接用文件读取工具读取仓库内相关源文件
-4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
-5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
-
-如果 Mermaid 校验失败，修正语法后用 `edit_doc_file`（`command: "str_replace"`）修改。
-
-**每个父模块**（is_leaf=false）：
-
-1. 直接用文件读取工具读取所有子模块已生成的 `.md` 文件
-2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
-3. 综合子模块文档，生成父模块总览
-4. 用 `write_doc_file` 保存
-
-### 阶段 4：生成仓库总览
-
-1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
-2. 用文件读取工具读取所有已生成的模块文档
-3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
-4. 保存：`write_doc_file` → `filename: "overview.md"`
-
-### 阶段 5：清理
-
-调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存并清理 workspace 文件。
-
-## 增量更新模式
-
-当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段，完整数据写入 `changes.json` 文件（不再截断 changed_files 列表）。
-
-**变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
-
-**增量更新流程**：
-
-1. 调用 `analyze_repo`，检查返回的 `changes` 字段或读取 `changes.json` 文件
-2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
-3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
-   - 用 `read_code_components` 读取变更组件的新源码（写入 workspace 文件后读取）
-   - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
-4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
-5. 最后更新 `overview.md`
-
-增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。
-
-## 工具速查表
-
-| 工具 | 用途 | 数据流 |
-|------|------|--------|
-| `analyze_repo` | 分析仓库，构建依赖图 | 写文件到 workspace，返回路径 + 统计 |
-| `read_code_components` | 获取组件源码 | 每个组件写入 `sources/*.src`，返回路径 |
-| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） | 直接写文件 |
-| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` | 直接改文件 |
-| `save_module_tree` | 保存模块聚类结果 | 写 module_tree.json + processing_order.json |
-| `get_processing_order` | 获取叶优先的处理顺序 | 写 processing_order.json，返回路径 |
-| `get_prompt` | 获取提示词模板 | 内联返回（数据量小） |
-| `close_session` | 关闭会话释放资源 | 清理 workspace 文件 |
-
-## 文档质量标准
-
-- **语言**：默认中文撰写（除非用户指定其他语言）
-- **Mermaid 图表**：每个模块至少 1 个架构图，优先使用 `graph TD` 或 `graph LR`
-- **交叉引用**：引用其他模块时使用 `[模块名](模块名.md)` 格式
-- **代码示例**：关键函数/类展示签名和简要用法
-- **篇幅**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
-
-## Mermaid 语法规范
-
-```mermaid
-graph TD
-    A[ComponentA] --> B[ComponentB]
-    A --> C[ComponentC]
-```
-
-- 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
-- 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph title ... end`
-- 禁止使用 `click`、`linkStyle` 等交互语法
-
-## 错误处理
-
-- **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
-- **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
-- **大型仓库**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围。不再有组件数量或源码长度的截断限制
-- **组件 ID 格式**：始终使用 `component_index.json` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
diff --git a/.qoder/skills/codewiki-wiki-generator/SKILL.md b/.qoder/skills/codewiki-wiki-generator/SKILL.md
deleted file mode 100644
index 67e83718..00000000
--- a/.qoder/skills/codewiki-wiki-generator/SKILL.md
+++ /dev/null
@@ -1,181 +0,0 @@
----
-name: codewiki-wiki-generator
-description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
-version: 2.0.0
----
-
-# CodeWiki 文档生成器
-
-你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 8 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
-
-## 核心机制：文件侧通道
-
-CodeWiki MCP 采用**文件侧通道**架构：大体量数据（组件索引、源码、处理顺序）写入磁盘文件，MCP 只返回文件路径和精简摘要。你需要**用自己的文件读取能力**读取 workspace 文件获取完整数据。
-
-Workspace 目录位于 `{repo_path}/.codewiki/sessions/{session_id}/`，包含：
-
-- `component_index.json` — 完整组件索引（每项含 id/type/file）
-- `leaf_nodes.json` — 完整叶子节点 ID 列表
-- `languages.json` — 语言统计
-- `summary.json` — 分析摘要
-- `changes.json` — 增量变更信息（可选）
-- `processing_order.json` — 文档生成顺序
-- `sources/` — 组件源码文件（每个组件一个 `.src` 文件）
-
-## 前置条件
-
-开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 8 个工具：`analyze_repo`、`read_code_components`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
-
-如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
-
-```bash
-git clone https://github.com/mambo-wang/CodeWiki-CN.git
-cd CodeWiki-CN && pip install -e .
-```
-
-然后在 MCP 配置中添加：
-
-```json
-{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki-CN"}}}
-```
-
-## 五阶段工作流程
-
-严格按以下顺序执行。阶段 1 之后的所有工具调用都需要 `analyze_repo` 返回的 `session_id`。
-
-### 阶段 1：分析仓库
-
-调用 `analyze_repo`：
-
-```json
-{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
-```
-
-返回内容：`session_id`、`workspace_dir`（workspace 根目录路径）、`stats`（组件/叶子节点数量、语言统计）、`files`（各数据文件的路径）、`changes`（增量变更信息）。
-
-**接下来必须读取 workspace 文件获取完整数据：**
-
-1. 读取 `{workspace_dir}/component_index.json` — 完整组件列表
-2. 读取 `{workspace_dir}/leaf_nodes.json` — 叶子节点 ID 列表
-3. 根据 `stats` 了解仓库规模，规划聚类策略
-
-**牢记 `session_id`**——后续每一步都需要它。
-
-### 阶段 2：模块聚类
-
-这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
-
-1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
-2. **阅读源码**：调用 `read_code_components` 传入组件 ID 列表，源码会写入 workspace 的 `sources/` 目录，然后直接读取这些 `.src` 文件理解各组件的功能和关联。每批可传入任意数量的组件 ID（无上限、无截断）
-3. **如需补充读取仓库中任意文件**：直接用文件读取工具读取仓库内的源码文件
-4. **按以下原则分组**：
-   - 功能内聚：关系紧密的组件放入同一模块
-   - 文件归属：同一文件/目录下的组件倾向归入同一模块
-   - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
-   - 组件 ID 必须原样保留（含 `::` 分隔符）
-5. **保存模块树**：调用 `save_module_tree`：
-
-```json
-{
-  "session_id": "<session_id>",
-  "module_tree": {
-    "模块名": {
-      "components": ["file.py::ClassA", "file.py::func_b"],
-      "children": {}
-    }
-  }
-}
-```
-
-返回结果中包含 `processing_order_file` 路径——读取该文件获取叶优先的文档生成顺序。
-
-### 阶段 3：逐模块生成文档
-
-读取 `processing_order.json` 获取处理顺序，**先处理叶模块**，再处理父模块。
-
-**每个叶模块**（is_leaf=true）：
-
-1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
-2. 读取源码：`read_code_components` → 该模块所有组件 ID，然后读取 `sources/` 下的文件
-3. 如需更多上下文，直接用文件读取工具读取仓库内相关源文件
-4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
-5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
-
-如果 Mermaid 校验失败，修正语法后用 `edit_doc_file`（`command: "str_replace"`）修改。
-
-**每个父模块**（is_leaf=false）：
-
-1. 直接用文件读取工具读取所有子模块已生成的 `.md` 文件
-2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
-3. 综合子模块文档，生成父模块总览
-4. 用 `write_doc_file` 保存
-
-### 阶段 4：生成仓库总览
-
-1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
-2. 用文件读取工具读取所有已生成的模块文档
-3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
-4. 保存：`write_doc_file` → `filename: "overview.md"`
-
-### 阶段 5：清理
-
-调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存并清理 workspace 文件。
-
-## 增量更新模式
-
-当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段，完整数据写入 `changes.json` 文件（不再截断 changed_files 列表）。
-
-**变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
-
-**增量更新流程**：
-
-1. 调用 `analyze_repo`，检查返回的 `changes` 字段或读取 `changes.json` 文件
-2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
-3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
-   - 用 `read_code_components` 读取变更组件的新源码（写入 workspace 文件后读取）
-   - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
-4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
-5. 最后更新 `overview.md`
-
-增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。
-
-## 工具速查表
-
-| 工具 | 用途 | 数据流 |
-|------|------|--------|
-| `analyze_repo` | 分析仓库，构建依赖图 | 写文件到 workspace，返回路径 + 统计 |
-| `read_code_components` | 获取组件源码 | 每个组件写入 `sources/*.src`，返回路径 |
-| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） | 直接写文件 |
-| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` | 直接改文件 |
-| `save_module_tree` | 保存模块聚类结果 | 写 module_tree.json + processing_order.json |
-| `get_processing_order` | 获取叶优先的处理顺序 | 写 processing_order.json，返回路径 |
-| `get_prompt` | 获取提示词模板 | 内联返回（数据量小） |
-| `close_session` | 关闭会话释放资源 | 清理 workspace 文件 |
-
-## 文档质量标准
-
-- **语言**：默认中文撰写（除非用户指定其他语言）
-- **Mermaid 图表**：每个模块至少 1 个架构图，优先使用 `graph TD` 或 `graph LR`
-- **交叉引用**：引用其他模块时使用 `[模块名](模块名.md)` 格式
-- **代码示例**：关键函数/类展示签名和简要用法
-- **篇幅**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
-
-## Mermaid 语法规范
-
-```mermaid
-graph TD
-    A[ComponentA] --> B[ComponentB]
-    A --> C[ComponentC]
-```
-
-- 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
-- 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph title ... end`
-- 禁止使用 `click`、`linkStyle` 等交互语法
-
-## 错误处理
-
-- **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
-- **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
-- **大型仓库**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围。不再有组件数量或源码长度的截断限制
-- **组件 ID 格式**：始终使用 `component_index.json` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
diff --git a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md b/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
deleted file mode 100644
index 67e83718..00000000
--- a/.qoderwork/skills/codewiki-wiki-generator/SKILL.md
+++ /dev/null
@@ -1,181 +0,0 @@
----
-name: codewiki-wiki-generator
-description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
-version: 2.0.0
----
-
-# CodeWiki 文档生成器
-
-你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 8 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
-
-## 核心机制：文件侧通道
-
-CodeWiki MCP 采用**文件侧通道**架构：大体量数据（组件索引、源码、处理顺序）写入磁盘文件，MCP 只返回文件路径和精简摘要。你需要**用自己的文件读取能力**读取 workspace 文件获取完整数据。
-
-Workspace 目录位于 `{repo_path}/.codewiki/sessions/{session_id}/`，包含：
-
-- `component_index.json` — 完整组件索引（每项含 id/type/file）
-- `leaf_nodes.json` — 完整叶子节点 ID 列表
-- `languages.json` — 语言统计
-- `summary.json` — 分析摘要
-- `changes.json` — 增量变更信息（可选）
-- `processing_order.json` — 文档生成顺序
-- `sources/` — 组件源码文件（每个组件一个 `.src` 文件）
-
-## 前置条件
-
-开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 8 个工具：`analyze_repo`、`read_code_components`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
-
-如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
-
-```bash
-git clone https://github.com/mambo-wang/CodeWiki-CN.git
-cd CodeWiki-CN && pip install -e .
-```
-
-然后在 MCP 配置中添加：
-
-```json
-{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki-CN"}}}
-```
-
-## 五阶段工作流程
-
-严格按以下顺序执行。阶段 1 之后的所有工具调用都需要 `analyze_repo` 返回的 `session_id`。
-
-### 阶段 1：分析仓库
-
-调用 `analyze_repo`：
-
-```json
-{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
-```
-
-返回内容：`session_id`、`workspace_dir`（workspace 根目录路径）、`stats`（组件/叶子节点数量、语言统计）、`files`（各数据文件的路径）、`changes`（增量变更信息）。
-
-**接下来必须读取 workspace 文件获取完整数据：**
-
-1. 读取 `{workspace_dir}/component_index.json` — 完整组件列表
-2. 读取 `{workspace_dir}/leaf_nodes.json` — 叶子节点 ID 列表
-3. 根据 `stats` 了解仓库规模，规划聚类策略
-
-**牢记 `session_id`**——后续每一步都需要它。
-
-### 阶段 2：模块聚类
-
-这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
-
-1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
-2. **阅读源码**：调用 `read_code_components` 传入组件 ID 列表，源码会写入 workspace 的 `sources/` 目录，然后直接读取这些 `.src` 文件理解各组件的功能和关联。每批可传入任意数量的组件 ID（无上限、无截断）
-3. **如需补充读取仓库中任意文件**：直接用文件读取工具读取仓库内的源码文件
-4. **按以下原则分组**：
-   - 功能内聚：关系紧密的组件放入同一模块
-   - 文件归属：同一文件/目录下的组件倾向归入同一模块
-   - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
-   - 组件 ID 必须原样保留（含 `::` 分隔符）
-5. **保存模块树**：调用 `save_module_tree`：
-
-```json
-{
-  "session_id": "<session_id>",
-  "module_tree": {
-    "模块名": {
-      "components": ["file.py::ClassA", "file.py::func_b"],
-      "children": {}
-    }
-  }
-}
-```
-
-返回结果中包含 `processing_order_file` 路径——读取该文件获取叶优先的文档生成顺序。
-
-### 阶段 3：逐模块生成文档
-
-读取 `processing_order.json` 获取处理顺序，**先处理叶模块**，再处理父模块。
-
-**每个叶模块**（is_leaf=true）：
-
-1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
-2. 读取源码：`read_code_components` → 该模块所有组件 ID，然后读取 `sources/` 下的文件
-3. 如需更多上下文，直接用文件读取工具读取仓库内相关源文件
-4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
-5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
-
-如果 Mermaid 校验失败，修正语法后用 `edit_doc_file`（`command: "str_replace"`）修改。
-
-**每个父模块**（is_leaf=false）：
-
-1. 直接用文件读取工具读取所有子模块已生成的 `.md` 文件
-2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
-3. 综合子模块文档，生成父模块总览
-4. 用 `write_doc_file` 保存
-
-### 阶段 4：生成仓库总览
-
-1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
-2. 用文件读取工具读取所有已生成的模块文档
-3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
-4. 保存：`write_doc_file` → `filename: "overview.md"`
-
-### 阶段 5：清理
-
-调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存并清理 workspace 文件。
-
-## 增量更新模式
-
-当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段，完整数据写入 `changes.json` 文件（不再截断 changed_files 列表）。
-
-**变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
-
-**增量更新流程**：
-
-1. 调用 `analyze_repo`，检查返回的 `changes` 字段或读取 `changes.json` 文件
-2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
-3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
-   - 用 `read_code_components` 读取变更组件的新源码（写入 workspace 文件后读取）
-   - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
-4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
-5. 最后更新 `overview.md`
-
-增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。
-
-## 工具速查表
-
-| 工具 | 用途 | 数据流 |
-|------|------|--------|
-| `analyze_repo` | 分析仓库，构建依赖图 | 写文件到 workspace，返回路径 + 统计 |
-| `read_code_components` | 获取组件源码 | 每个组件写入 `sources/*.src`，返回路径 |
-| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） | 直接写文件 |
-| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` | 直接改文件 |
-| `save_module_tree` | 保存模块聚类结果 | 写 module_tree.json + processing_order.json |
-| `get_processing_order` | 获取叶优先的处理顺序 | 写 processing_order.json，返回路径 |
-| `get_prompt` | 获取提示词模板 | 内联返回（数据量小） |
-| `close_session` | 关闭会话释放资源 | 清理 workspace 文件 |
-
-## 文档质量标准
-
-- **语言**：默认中文撰写（除非用户指定其他语言）
-- **Mermaid 图表**：每个模块至少 1 个架构图，优先使用 `graph TD` 或 `graph LR`
-- **交叉引用**：引用其他模块时使用 `[模块名](模块名.md)` 格式
-- **代码示例**：关键函数/类展示签名和简要用法
-- **篇幅**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
-
-## Mermaid 语法规范
-
-```mermaid
-graph TD
-    A[ComponentA] --> B[ComponentB]
-    A --> C[ComponentC]
-```
-
-- 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
-- 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph title ... end`
-- 禁止使用 `click`、`linkStyle` 等交互语法
-
-## 错误处理
-
-- **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
-- **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
-- **大型仓库**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围。不再有组件数量或源码长度的截断限制
-- **组件 ID 格式**：始终使用 `component_index.json` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
diff --git a/IDE_DRIVEN_GUIDE.md b/IDE_DRIVEN_GUIDE.md
index d630f631..ec673d30 100644
--- a/IDE_DRIVEN_GUIDE.md
+++ b/IDE_DRIVEN_GUIDE.md
@@ -1,104 +1,123 @@
-# CodeWiki IDE 驱动模式：改造过程与使用指南
+# CodeWiki IDE-Driven Mode: Refactoring Process & Usage Guide
 
-## 背景与动机
+## Background & Motivation
 
-CodeWiki 原始设计需要用户自行配置 LLM API（API Key + base_url），然后通过 CLI 一键生成文档。这带来两个问题：
+The original CodeWiki design required users to configure their own LLM API (API Key + base_url), then generate documentation via a one-shot CLI command. This introduced two problems:
 
-1. **配置门槛**：用户需要申请 API Key、了解 provider 差异、处理模型兼容性
-2. **灵活性不足**：生成过程是黑盒的，用户无法在过程中干预聚类策略或文档风格
+1. **Configuration barrier**: Users need to obtain API Keys, understand provider differences, and handle model compatibility issues
+2. **Inflexibility**: The generation process is a black box — users cannot intervene in clustering strategies or documentation style during generation
 
-**改造目标**：将 CodeWiki 退化为**纯工具链 MCP Server**，由 AI IDE（CodeBuddy、Cursor 等）的 Agent 全权驱动 Wiki 生成流水线，实现**零 LLM 配置**。
+**Refactoring goal**: Reduce CodeWiki to a **pure toolchain MCP Server**, fully driven by AI IDE agents (CodeBuddy, Cursor, etc.) to execute the Wiki generation pipeline with **zero LLM configuration**.
 
 ---
 
-## 改造过程
+## Refactoring Process
 
-### 架构分析
+### Architecture Analysis
 
-通过源码分析，CodeWiki 的 Wiki 生成流水线在 4 个环节依赖 LLM：
+Through source code analysis, CodeWiki's Wiki generation pipeline depends on LLM in 4 stages:
 
-| 环节 | 代码位置 | 调用方式 | LLM 作用 |
-|------|---------|---------|---------|
-| 模块聚类 | `cluster_modules.py` | `backend.complete()` | 将组件分组为逻辑模块 |
-| 每模块文档 | `pydantic_ai_backend.py` | `agent.run()` 多轮对话 | 读代码、写文档、画 Mermaid 图 |
-| 子模块递归 | `generate_sub_module_documentations.py` | 子 Agent 循环 | 递归处理嵌套模块 |
-| 父模块总览 | `documentation_generator.py` | `backend.complete()` | 从子文档合成概述 |
+| Stage | Code Location | Invocation | LLM Role |
+|-------|---------------|------------|----------|
+| Module clustering | `cluster_modules.py` | `backend.complete()` | Group components into logical modules |
+| Per-module documentation | `pydantic_ai_backend.py` | `agent.run()` multi-turn | Read code, write docs, draw Mermaid diagrams |
+| Sub-module recursion | `generate_sub_module_documentations.py` | Sub-agent loop | Recursively handle nested modules |
+| Parent module overview | `documentation_generator.py` | `backend.complete()` | Synthesize overviews from child documents |
 
-关键发现：**依赖分析（Tree-sitter AST 解析）、依赖图构建、拓扑排序、Mermaid 校验** 这套核心工具链完全不需要 LLM。
+Key finding: **dependency analysis (Tree-sitter AST parsing), dependency graph construction, topological sorting, and Mermaid validation** — the core toolchain — requires no LLM at all.
 
-### 改造策略
+### Refactoring Strategy
 
-将 MCP Server 从"黑盒式一键生成"拆分为"细粒度工具集"：
+Transform the MCP Server from "black-box one-shot generation" into a "fine-grained toolset":
 
 ```
-改造前：
-  IDE → generate_docs(repo) → [CodeWiki 内部自己调 LLM] → 结果
+Before refactoring:
+  IDE → generate_docs(repo) → [CodeWiki internally calls LLM] → result
 
-改造后：
-  IDE Agent → analyze_repo → read_code → (Agent 自己推理聚类) → write_doc → overview
-              ↑ 纯工具调用    ↑ 纯工具调用   ↑ IDE 自己的 LLM      ↑ 纯工具调用
+After refactoring:
+  IDE Agent → analyze_repo → read_code → (Agent reasons clustering) → write_doc → overview
+              ↑ Pure tool call   ↑ Pure tool call  ↑ IDE's own LLM     ↑ Pure tool call
 ```
 
-### 新增文件清单
+### File Side-Channel Architecture
+
+A key design decision in the refactoring: instead of transmitting large payloads (component indexes, source code, processing order) through the MCP stdio channel — which required aggressive truncation and caused overflow errors — the server writes all bulky data to **per-session workspace files** on disk. The MCP response returns only file paths and a compact summary. The IDE agent then reads those files directly using its own file-access capabilities.
+
+This approach eliminates truncation limits entirely: component indexes, source code files, and processing orders are written in full, no matter how large the repository.
+
+### New File Inventory
 
 ```
 codewiki/mcp/
-├── server.py                  # 重构：11 个工具注册（9 新 + 2 遗留）
-├── session.py                 # 新增：会话状态管理（SessionStore）
+├── server.py                  # Refactored: 10 tool registrations (8 fine-grained + 2 legacy)
+├── session.py                 # Session state management (SessionStore, thread-safe)
+├── workspace.py               # Per-session file workspace (write/read/cleanup)
 └── tools/
-    ├── __init__.py            # 新增：工具包入口
-    ├── analysis.py            # 新增：analyze_repo 增强版
-    ├── code_reader.py         # 新增：read_code_components + view_repo_file
-    ├── doc_writer.py          # 新增：write_doc_file + edit_doc_file
-    ├── module_tree.py         # 新增：save_module_tree + get_processing_order
-    └── prompt_server.py       # 新增：get_prompt 提示词模板服务
+    ├── __init__.py            # Tool package entry point
+    ├── analysis.py            # analyze_repo with incremental change detection
+    ├── code_reader.py         # read_code_components (writes .src files to workspace)
+    ├── doc_writer.py          # write_doc_file + edit_doc_file (with path traversal guards)
+    ├── module_tree.py         # save_module_tree + get_processing_order
+    └── prompt_server.py       # get_prompt template service
 ```
 
-### MCP 工具集
+### MCP Toolset
+
+The server exposes **8 fine-grained tools** (zero LLM config) plus **2 legacy tools**:
+
+| Tool | Purpose | Data Flow | Requires LLM |
+|------|---------|-----------|:---:|
+| `analyze_repo` | Parse repo, build dependency graph, detect incremental changes | Writes workspace files (component index, leaf nodes, languages, changes), returns paths + stats | No |
+| `read_code_components` | Write component source code to workspace `.src` files | Each component → `sources/{sanitized_id}.src`, returns file paths | No |
+| `write_doc_file` | Create .md documents with auto Mermaid validation | Writes file directly to output dir | No |
+| `edit_doc_file` | Edit documents: `str_replace` / `insert` / `undo` | Modifies file in place, keeps edit history (capped at 20/file) | No |
+| `save_module_tree` | Persist IDE agent's module clustering | Writes `module_tree.json` + `first_module_tree.json` + `processing_order.json` | No |
+| `get_processing_order` | Compute leaf-first processing order | Writes `processing_order.json` to workspace, returns path | No |
+| `get_prompt` | Retrieve prompt templates for each pipeline stage | Returns inline (small payload) | No |
+| `close_session` | Write `metadata.json`, clean up workspace files, free memory | Cleans workspace dir + prunes empty parent dirs | No |
+| `generate_docs` | [Legacy] One-shot generation (requires `codewiki config set`) | Full pipeline | **Yes** |
+| `get_module_tree` | [Legacy] Get existing module clustering tree | Reads from disk | No |
+
+### Thread Safety & Concurrency
+
+Synchronous tool handlers (file I/O, Tree-sitter parsing) run via `asyncio.to_thread()` to prevent blocking the MCP stdio event loop. The exception is `analyze_repo` — Tree-sitter C extensions are not thread-safe, so it runs on the main thread (acceptable for a one-time heavy operation).
+
+Session management is fully thread-safe: `SessionStore` uses a mutex lock for all read/write operations, supports up to **10 concurrent sessions** (oldest evicted at capacity), and sessions auto-expire after **2 hours** of inactivity.
+
+### Security Hardening
 
-| 工具 | 用途 | 是否需要 LLM |
-|------|------|:---:|
-| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引 | 否 |
-| `read_code_components` | 根据组件 ID 读取源码 | 否 |
-| `view_repo_file` | 只读浏览仓库中的文件/目录 | 否 |
-| `write_doc_file` | 创建 .md 文档（含 Mermaid 校验） | 否 |
-| `edit_doc_file` | 编辑文档（替换/插入/撤销） | 否 |
-| `save_module_tree` | 保存 IDE Agent 的模块聚类结果 | 否 |
-| `get_processing_order` | 获取叶优先的文档生成顺序 | 否 |
-| `get_prompt` | 获取各阶段的提示词模板 | 否 |
-| `close_session` | 关闭会话释放资源 | 否 |
-| `generate_docs` | [遗留] 一键生成（需配置 LLM） | **是** |
-| `get_module_tree` | [遗留] 获取已有模块树 | 否 |
+The `doc_writer` module enforces path traversal guards: all file paths are resolved and verified to stay within the session's `output_dir`. Filenames that attempt directory escape are rejected. Edit operations are tracked in session-scoped history (capped at 20 entries per file to prevent unbounded memory growth).
 
-### 向后兼容
+### Backward Compatibility
 
-- 现有 CLI（`codewiki generate`、`codewiki config`）完全不变
-- 现有 Web App 完全不变
-- 遗留 MCP 工具 `generate_docs` 保留，已配置 LLM 的用户仍可使用
+- Existing CLI (`codewiki generate`, `codewiki config`) remains completely unchanged
+- Existing Web App remains completely unchanged
+- Legacy MCP tools (`generate_docs`, `get_module_tree`) are preserved — users with configured LLMs can still use them
+- The `codewiki/__init__.py` unconditional CLI import was removed, so MCP Server can now start without installing CLI-specific dependencies (`keyring`, `click`, etc.)
 
 ---
 
-## 使用方法
+## Usage
 
-### 前置条件
+### Prerequisites
 
 ```bash
-# 1. 克隆项目
+# 1. Clone the project
 git clone https://github.com/mambo-wang/CodeWiki-CN.git
 cd CodeWiki-CN
 
-# 2. 安装依赖
+# 2. Install dependencies
 pip install -e .
 
-# 3. 验证
+# 3. Verify
 python -c "from codewiki.mcp.server import server; print('MCP Server OK')"
 ```
 
-### CodeBuddy 配置
+### CodeBuddy Configuration
 
-**步骤 1**：在 CodeBuddy 中配置 MCP Server。
+**Step 1**: Configure the MCP Server in CodeBuddy.
 
-在 CodeBuddy 的 MCP 配置中添加：
+Add to CodeBuddy's MCP configuration:
 
 ```json
 {
@@ -112,17 +131,17 @@ python -c "from codewiki.mcp.server import server; print('MCP Server OK')"
 }
 ```
 
-**步骤 2**：项目规则已自动配置在 `.codebuddy/rules/codewiki-wiki-generator/RULE.mdc`。当你在 Agent 模式中提及"生成文档"或"Wiki"时，CodeBuddy 会自动加载该规则。
+**Step 2**: Project rules are automatically configured in `.codebuddy/rules/codewiki-wiki-generator/RULE.mdc`. When you mention "generate documentation" or "Wiki" in Agent mode, CodeBuddy automatically loads this rule.
 
-**步骤 3**：打开 CodeBuddy Agent 模式，输入：
+**Step 3**: Open CodeBuddy Agent mode and enter:
 
 ```
-帮我分析这个仓库并生成 Wiki 文档
+Analyze this repository and generate Wiki documentation for me
 ```
 
-### Cursor 配置
+### Cursor Configuration
 
-**步骤 1**：在 Cursor Settings → MCP 中添加 Server：
+**Step 1**: Add the Server in Cursor Settings → MCP:
 
 ```json
 {
@@ -136,17 +155,17 @@ python -c "from codewiki.mcp.server import server; print('MCP Server OK')"
 }
 ```
 
-**步骤 2**：项目规则已配置在 `.cursorrules`，Cursor 打开项目后自动加载。
+**Step 2**: Project rules are configured in `.cursorrules` and automatically loaded when Cursor opens the project.
 
-**步骤 3**：在 Cursor Agent 模式中输入：
+**Step 3**: In Cursor Agent mode, enter:
 
 ```
-请为当前仓库生成 Wiki 文档，输出到 docs 目录。
+Please generate Wiki documentation for the current repository, output to the docs directory.
 ```
 
-### Claude Desktop 配置
+### Claude Desktop Configuration
 
-在 `~/Library/Application Support/Claude/claude_desktop_config.json`（macOS）中添加：
+Add to `~/Library/Application Support/Claude/claude_desktop_config.json` (macOS):
 
 ```json
 {
@@ -160,68 +179,73 @@ python -c "from codewiki.mcp.server import server; print('MCP Server OK')"
 }
 ```
 
-### 其他支持 MCP 的 IDE
+### Other MCP-Capable IDEs
 
-任何支持 MCP stdio 协议的 AI IDE 均可使用，配置方式类似——指定 `command: python`、`args: ["-m", "codewiki.mcp.server"]`。
+Any AI IDE supporting the MCP stdio protocol can be used with similar configuration — specify `command: python`, `args: ["-m", "codewiki.mcp.server"]`.
 
 ---
 
-## IDE Agent 工作流程
+## IDE Agent Workflow
 
-当你在 AI IDE 中触发 Wiki 生成时，Agent 会按以下 5 个阶段工作：
+When you trigger Wiki generation in an AI IDE, the Agent works through the following 5 phases:
 
 ```
-阶段 1: analyze_repo
-  │  → 得到 session_id、组件索引、叶节点列表
+Phase 1: analyze_repo
+  │  → Get session_id, workspace_dir, stats, file paths
+  │  → Read workspace files: component_index.json, leaf_nodes.json, languages.json
   │
-阶段 2: get_prompt("cluster") + read_code_components + save_module_tree
-  │  → Agent 自己推理，将组件分组为 3-8 个逻辑模块
-  │  → 得到叶优先的处理顺序
+Phase 2: get_prompt("cluster") + read_code_components + save_module_tree
+  │  → Agent reasons independently, groups components into 3-8 logical modules
+  │  → Source code written to workspace sources/ dir, agent reads .src files directly
+  │  → Get leaf-first processing order from processing_order.json
   │
-阶段 3: 逐模块生成
-  │  对每个叶模块：
-  │  ├── get_prompt("system_leaf") → 获取文档撰写指令
-  │  ├── read_code_components → 读源码
-  │  ├── view_repo_file → 按需补充读取
-  │  └── write_doc_file → 写出 .md（自动 Mermaid 校验）
+Phase 3: Per-module generation
+  │  For each leaf module:
+  │  ├── get_prompt("system_leaf") → Get documentation writing instructions
+  │  ├── read_code_components → Source written to sources/*.src, read directly
+  │  └── write_doc_file → Write .md (auto Mermaid validation)
   │
-  │  对每个父模块：
-  │  ├── 读取子模块 .md 文件
-  │  ├── get_prompt("overview_module") → 获取总览指令
-  │  └── write_doc_file → 写出总览
+  │  For each parent module:
+  │  ├── Read child module .md files
+  │  ├── get_prompt("overview_module") → Get overview instructions
+  │  └── write_doc_file → Write overview
   │
-阶段 4: get_prompt("overview_repo") → 生成仓库总览 overview.md
+Phase 4: get_prompt("overview_repo") → Generate repository overview overview.md
   │
-阶段 5: close_session → 释放资源
+Phase 5: close_session → Write metadata.json, clean up workspace, release resources
 ```
 
 ---
 
-## 增量更新
+## Incremental Updates
 
-### 原版 `--update` 的问题
+### Problems with the Original `--update`
 
-原始 CodeWiki CLI 提供了 `codewiki generate --update` 增量更新命令，但存在一个 bug：CLI 适配器创建 `DocumentationGenerator` 时未传入 `commit_id`，导致 `metadata.json` 中 `commit_id` 始终为 `null`。`_detect_changed_files()` 读到 `null` 后直接退化为全量生成。只有 Web 模式（`background_worker.py`）才正确写入了 `commit_id`，所以 CLI 下的 `--update` 实际上**永远等同于全量生成**。
+The original CodeWiki CLI provided a `codewiki generate --update` incremental update command, but had a bug: the CLI adapter did not pass `commit_id` when creating `DocumentationGenerator`, causing `commit_id` in `metadata.json` to always be `null`. When `_detect_changed_files()` reads `null`, it falls back to full generation. Only Web mode (`background_worker.py`) correctly writes `commit_id`, so under CLI, `--update` is effectively **always equivalent to full generation**.
 
-### MCP 增量更新方案
+This was fixed: the CLI adapter now passes `commit_id` correctly, and the MCP `close_session` tool writes `metadata.json` (with current git commit + timestamp) before cleaning up the workspace, establishing the baseline for future incremental detection.
 
-我们在 `analyze_repo` 工具中重新实现了增量检测，并将其升级为双策略模式：
+### MCP Incremental Update Solution
 
-```
-第一次调用 analyze_repo：
-  → 生成全量文档（changes 字段为 null）
+Incremental detection is built into the `analyze_repo` tool with a dual-strategy approach:
 
-代码变更后再次调用 analyze_repo：
-  → 自动检测变更，返回 changes 字段
-  → AI Agent 只更新受影响的模块文档
+```
+First call to analyze_repo:
+  → Generate full documentation (changes field is null)
+  → close_session writes metadata.json with commit_id + timestamp
+
+Subsequent call to analyze_repo after code changes:
+  → Automatically detect changes via git diff or mtime comparison
+  → Return changes field with affected_modules + cascade_modules
+  → AI Agent only updates affected module documentation
 ```
 
-**变更检测策略**（按优先级）：
+**Change detection strategies** (by priority):
 
-1. **Git 策略**：读取 `metadata.json` 中的 `commit_id`，与当前 HEAD 做 `git diff`，同时检查 `git status` 捕获未提交的变更
-2. **Mtime 策略**（非 git 仓库回退）：对比源文件修改时间与 `metadata.json` 中的 `timestamp`
+1. **Git strategy**: Read `commit_id` from `metadata.json`, run `git diff` against current HEAD, also check `git status` to capture uncommitted changes (modified + untracked files)
+2. **Mtime strategy** (fallback for non-git repos): Walk source files and compare modification times against `timestamp` in `metadata.json`
 
-**返回结构**：
+**Return structure**:
 
 ```json
 {
@@ -230,107 +254,124 @@ python -c "from codewiki.mcp.server import server; print('MCP Server OK')"
     "no_changes": false,
     "method": "git",
     "changed_files": ["auth.py"],
-    "affected_modules": ["认证模块"],
-    "cascade_modules": ["核心系统", "overview"]
+    "affected_modules": ["Authentication Module"],
+    "cascade_modules": ["Core System", "overview"],
+    "hint": "Only 1 module(s) need updating: ..."
   }
 }
 ```
 
-- `affected_modules`：直接受影响的模块，需要更新文档
-- `cascade_modules`：间接受影响的父模块（子文档变了，总览也要刷新）和 `overview`
+- `affected_modules`: Directly affected modules that need documentation updates
+- `cascade_modules`: Indirectly affected parent modules (child docs changed, so overviews must refresh) and `overview`
 
-### Agent 增量更新流程
+### Agent Incremental Update Workflow
 
-当 `analyze_repo` 返回 `changes` 且 `no_changes: false` 时，Agent 执行：
+When `analyze_repo` returns `changes` with `no_changes: false`, the Agent executes:
 
 ```
-1. 只处理 affected_modules 中的模块：
-   ├── read_code_components → 读取变更组件源码
-   └── edit_doc_file(str_replace) → 局部修改文档（而非整篇重写）
+1. Only process modules in affected_modules:
+   ├── read_code_components → Read changed component source code from workspace
+   └── edit_doc_file(str_replace) → Partially modify documentation (instead of full rewrite)
 
-2. 处理 cascade_modules 中的父模块：
-   ├── view_repo_file → 读取已更新的子文档
-   └── edit_doc_file → 刷新总览部分
+2. Process parent modules in cascade_modules:
+   ├── Read updated child documents
+   └── edit_doc_file → Refresh overview sections
 
-3. 最后更新 overview.md
+3. Finally update overview.md
 ```
 
-相比全量生成的 5 阶段流程，增量更新通常只需处理 1-3 个模块，耗时大幅缩短。
+Compared to the 5-phase full generation workflow, incremental updates typically only need to process 1-3 modules, significantly reducing time.
+
+### Implementation Details
+
+Core code is in `codewiki/mcp/tools/analysis.py`, with 4 dedicated functions (~170 lines):
 
-### 实现细节
+| Function | Responsibility |
+|----------|----------------|
+| `_detect_changes()` | Main entry point, coordinates git/mtime strategies, calls module mapping |
+| `_detect_via_git()` | Git detection: commit diff + uncommitted changes (modified + untracked) |
+| `_detect_via_mtime()` | Mtime fallback: walk source files, compare mtime against generation timestamp |
+| `_find_affected_modules()` | Substring matching changed files → module mapping (reuses original CLI logic) |
 
-核心代码在 `codewiki/mcp/tools/analysis.py`，新增 4 个函数（约 170 行）：
+`handle_analyze_repo()` calls `_detect_changes()` after building the component index, appending results to the `changes` field in the return JSON. On first run (no existing docs), `changes` is `null`, behavior is identical to before.
 
-| 函数 | 职责 |
-|------|------|
-| `_detect_changes()` | 主入口，协调 git/mtime 策略，调用模块映射 |
-| `_detect_via_git()` | Git 检测：commit diff + uncommitted changes |
-| `_detect_via_mtime()` | Mtime 回退：扫描源文件修改时间 |
-| `_find_affected_modules()` | 子串匹配变更文件 → 模块映射（复用原版逻辑） |
+---
+
+## Workspace Lifecycle
 
-`handle_analyze_repo()` 在构建完组件索引后调用 `_detect_changes()`，将结果附加到返回 JSON 的 `changes` 字段中。首次运行（无旧文档）时 `changes` 为 `null`，行为和之前完全一致。
+Each `analyze_repo` call creates a session workspace at `{repo_path}/.codewiki/sessions/{session_id}/`:
 
-### 同时修复的架构问题
+```
+.codewiki/sessions/{session_id}/
+├── component_index.json   # Full component index (id, type, file for each)
+├── leaf_nodes.json        # Complete leaf node ID list
+├── languages.json         # Language statistics
+├── changes.json           # Incremental change info (optional)
+├── summary.json           # Compact analysis summary
+├── processing_order.json   # Leaf-first generation order (after save_module_tree)
+└── sources/
+    └── {sanitized_id}.src # Individual component source files
+```
 
-改造过程中发现 `codewiki/__init__.py` 无条件 `import` 了 CLI 模块，导致启动 MCP Server 也必须安装 `keyring`、`click` 等 CLI 专属依赖。已将该 import 移除，MCP Server 现在可以轻量启动。CLI 入口（`__main__.py` 和 `pyproject.toml` 的 `codewiki = "codewiki.cli.main:cli"`）均直接从 `codewiki.cli.main` 导入，不受影响。
+The workspace is automatically cleaned up when `close_session` is called. Empty parent directories are pruned as well. Sessions that expire (2-hour TTL) or are evicted (max 10 concurrent) also trigger workspace cleanup.
 
 ---
 
-## 输出结构
+## Output Structure
 
-生成的文档结构与原始 CodeWiki 一致：
+The generated documentation structure is consistent with the original CodeWiki:
 
 ```
 docs/
-├── overview.md              # 仓库总览（从这里开始读）
-├── module1.md               # 各模块文档
+├── overview.md              # Repository overview (start reading here)
+├── module1.md               # Individual module documentation
 ├── module2.md               # ...
-├── module_tree.json         # 模块层级结构
-├── first_module_tree.json   # 初始聚类结果
-└── metadata.json            # 生成元数据
+├── module_tree.json         # Module hierarchy structure
+├── first_module_tree.json   # Initial clustering result (immutable snapshot)
+└── metadata.json            # Generation metadata (commit_id + timestamp)
 ```
 
 ---
 
-## 原始 CLI 模式（仍然可用）
+## Original CLI Mode (Still Available)
 
-如果你更喜欢命令行一键生成，原始方式完全不受影响：
+If you prefer one-shot command-line generation, the original method is completely unaffected:
 
 ```bash
-# 配置 LLM
+# Configure LLM
 codewiki config set \
   --provider openai-compatible \
   --api-key YOUR_KEY \
   --base-url https://api.example.com \
   --main-model claude-sonnet-4
 
-# 一键生成
+# One-shot generation
 codewiki generate
 ```
 
-详见 [README.md](README.md) 中的 Quick Start 章节。
+See the Quick Start section in [README.md](README.md) for details.
 
 ---
 
-## 常见问题
+## FAQ
 
-**Q: MCP Server 启动报错找不到依赖？**
-A: 确保已运行 `pip install -e .` 安装 CodeWiki 及其依赖。
+**Q: MCP Server fails to start with missing dependencies?**
+A: Make sure you have run `pip install -e .` to install CodeWiki and its dependencies. The MCP Server no longer requires CLI-specific packages like `keyring` or `click`.
 
-**Q: analyze_repo 分析很慢？**
-A: 大型仓库（>10 万行）的 Tree-sitter 解析需要一定时间，通常 30 秒内完成。可以通过 `--include` / `--exclude` 缩小分析范围。
+**Q: analyze_repo is slow?**
+A: Tree-sitter parsing for large repositories (>100K lines) takes some time, usually completing within 30 seconds. Use `include_patterns` / `exclude_patterns` to narrow the analysis scope. There are no component count or source code length truncation limits.
 
-**Q: Mermaid 校验报错？**
-A: Agent 会自动根据校验结果修正语法。如果反复失败，可以检查 `mermaid-py` 是否正确安装。
+**Q: Mermaid validation errors?**
+A: The Agent will automatically correct syntax based on validation results. If failures persist, check that `mermaid-py` is properly installed.
 
-**Q: 如何让 Agent 用英文写文档？**
-A: 在对话中明确指定："Please generate the Wiki documentation in English."
+**Q: How to have the Agent write documentation in a specific language?**
+A: Specify explicitly in the conversation: "Please generate the Wiki documentation in English." or "Please use Chinese for the documentation."
 
-**Q: 会话超时了怎么办？**
-A: 会话默认 2 小时超时。超时后重新调用 `analyze_repo` 即可创建新会话。
+**Q: What to do when a session times out?**
+A: Sessions default to a 2-hour TTL with a maximum of 10 concurrent sessions. After timeout or eviction, simply re-call `analyze_repo` to create a new session.
 
-**Q: 代码改了之后如何增量更新文档？**
-A: 直接对 AI Agent 说"更新 Wiki 文档"。Agent 调用 `analyze_repo` 时会自动检测变更，返回的 `changes` 字段会指出哪些模块受影响。Agent 只更新受影响的模块文档，而非全部重新生成。支持 git 仓库和非 git 仓库两种检测方式。
+**Q: How to incrementally update documentation after code changes?**
+A: Simply tell the AI Agent "update the Wiki documentation". When the Agent calls `analyze_repo`, it automatically detects changes and the returned `changes` field indicates which modules are affected. The Agent only updates affected module documentation instead of regenerating everything. Supports both git and non-git repository detection.
 
-**Q: 增量更新的粒度是什么？**
-A: 模块级。一个模块内任一组件的源文件变更，该模块的整篇文档会被标记为需要更新。同时其父模块的总览也会被标记（级联更新）。`overview.md` 在任何变更时都会刷新。
+**Q: What is the granularity of incremental updates?**
+A: Module-level. If any component's source file in a module changes, that module's entire documentation is marked for update. Its parent module's overview is also marked (cascading update). `overview.md` is refreshed whenever any change occurs.
diff --git "a/repowiki/Agent \345\267\245\345\205\267\351\233\206.md" "b/repowiki/Agent \345\267\245\345\205\267\351\233\206.md"
deleted file mode 100644
index 52b8cb98..00000000
--- "a/repowiki/Agent \345\267\245\345\205\267\351\233\206.md"	
+++ /dev/null
@@ -1,427 +0,0 @@
-# Agent 工具集
-
-## 模块概述
-
-Agent 工具集是 CodeWiki-CN 中 LLM Agent 在文档生成过程中可以调用的全部工具集合。这些工具赋予 Agent 读取源代码、创建/编辑文档文件、以及递归生成子模块文档的能力。工具集在 pydantic-ai 和 caw 两种后端路径下共享核心实现，确保行为一致性。
-
-### 核心功能
-
-- **依赖注入上下文**（`CodeWikiDeps`）：为所有工具提供模块状态、组件映射和配置信息
-- **文件编辑工具**（`EditTool` / `str_replace_editor`）：支持查看、创建、字符串替换、插入和撤销操作
-- **源代码读取**（`read_code_components`）：按组件 ID 读取对应源代码
-- **子模块文档递归**（`generate_sub_module_documentation`）：将复杂模块拆分给子 Agent 并行生成文档
-- **Mermaid 图表验证**：每次文件编辑后自动校验 Mermaid 语法正确性
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph ToolContext["工具上下文"]
-        CodeWikiDeps["CodeWikiDeps<br/>依赖注入数据类"]
-    end
-
-    subgraph AgentTools["Agent 工具"]
-        ReadCode["read_code_components<br/>读取源代码"]
-        StrReplace["str_replace_editor<br/>文件编辑器"]
-        SubModule["generate_sub_module_documentation<br/>子模块递归"]
-    end
-
-    subgraph EditorCore["编辑器核心"]
-        EditTool["EditTool<br/>文件系统编辑器"]
-        Filemap["Filemap<br/>文件结构图"]
-        WindowExpander["WindowExpander<br/>视口扩展器"]
-        Flake8Error["Flake8Error<br/>语法检查"]
-    end
-
-    subgraph Validation["验证层"]
-        MermaidValidate["validate_mermaid_diagrams<br/>Mermaid 语法校验"]
-    end
-
-    CodeWikiDeps --> ReadCode
-    CodeWikiDeps --> StrReplace
-    CodeWikiDeps --> SubModule
-    StrReplace --> EditTool
-    EditTool --> Filemap
-    EditTool --> WindowExpander
-    EditTool --> Flake8Error
-    StrReplace --> MermaidValidate
-```
-
-## 组件详解
-
-### 1. CodeWikiDeps — 依赖注入上下文
-
-`CodeWikiDeps` 是一个数据类，作为 pydantic-ai 的 `deps_type` 注入到所有 Agent 工具中，提供当前模块的完整状态信息。
-
-**文件路径**: `codewiki/src/be/agent_tools/deps.py`
-
-```python
-@dataclass
-class CodeWikiDeps:
-    absolute_docs_path: str          # 文档输出目录的绝对路径
-    absolute_repo_path: str          # 代码仓库的绝对路径
-    registry: dict                   # 持久化状态（如文件编辑历史）
-    components: dict[str, Node]      # 组件 ID 到 Node 对象的映射
-    path_to_current_module: list[str]  # 当前模块在树中的路径
-    current_module_name: str         # 当前模块名称
-    module_tree: dict[str, any]      # 完整的模块树结构
-    max_depth: int                   # 最大递归深度
-    current_depth: int               # 当前递归深度
-    config: Config                   # LLM 配置
-    custom_instructions: str = None  # 自定义指令
-```
-
-**设计要点**：
-- `registry` 字典用于持久化 `EditTool` 的文件编辑历史，支持 `undo_edit` 操作
-- `components` 存储了所有代码组件的 `Node` 对象，包含源代码、相对路径等信息
-- `module_tree` 是内存中的模块树，子 Agent 递归时会动态更新
-
-### 2. EditTool — 文件系统编辑器
-
-`EditTool` 是 CodeWiki 中最复杂的工具组件，源自 SWE-agent 项目，支持五种文件操作命令。
-
-**文件路径**: `codewiki/src/be/agent_tools/str_replace_editor.py`
-
-#### 支持的命令
-
-| 命令 | 功能 | 工作目录限制 |
-|------|------|----------|
-| `view` | 查看文件内容或目录结构 | repo 和 docs 均可 |
-| `create` | 创建新文件（不可覆盖） | 仅 docs |
-| `str_replace` | 字符串替换（要求唯一匹配） | 仅 docs |
-| `insert` | 在指定行插入内容 | 仅 docs |
-| `undo_edit` | 撤销最近一次编辑 | 仅 docs |
-
-#### 核心实现
-
-```python
-class EditTool:
-    name = "str_replace_editor"
-
-    def __init__(self, REGISTRY, absolute_docs_path=None):
-        self.REGISTRY = REGISTRY
-        self.logs = []
-        self.absolute_docs_path = Path(absolute_docs_path) \
-            if absolute_docs_path else None
-
-    def __call__(self, *, command, path, file_text=None,
-                 view_range=None, old_str=None, new_str=None,
-                 insert_line=None, **kwargs):
-        _path = Path(path)
-        if not self.validate_path(command, _path):
-            return
-        if command == "view":
-            return self.view(_path, view_range)
-        elif command == "create":
-            self.create_file(_path, file_text)
-        elif command == "str_replace":
-            return self.str_replace(_path, old_str, new_str)
-        elif command == "insert":
-            return self.insert(_path, insert_line, new_str)
-        elif command == "undo_edit":
-            return self.undo_edit(_path)
-```
-
-#### str_replace 命令流程
-
-```mermaid
-graph TD
-    Start["str_replace 入口"] --> ReadFile["读取文件内容"]
-    ReadFile --> CountOccur{"old_str 出现次数"}
-    CountOccur -->|0| NotFound["错误: 未找到匹配"]
-    CountOccur -->|大于 1| NotUnique["错误: 匹配不唯一"]
-    CountOccur -->|1| PreLint["运行 pre-edit flake8"]
-    PreLint --> Replace["执行替换"]
-    Replace --> PostLint["运行 post-edit flake8"]
-    PostLint --> CompareLint{"新增语法错误?"}
-    CompareLint -->|是| WarnLint["附加 lint 警告"]
-    CompareLint -->|否| SaveHistory["保存到编辑历史"]
-    WarnLint --> SaveHistory
-    SaveHistory --> ShowSnippet["显示编辑片段"]
-```
-
-**关键安全设计**：
-- `str_replace` 要求 `old_str` 在文件中必须**唯一匹配**，防止误修改
-- 编辑历史通过 `registry` 持久化，支持多次 `undo_edit`
-- 可选的 flake8 语法检查能在编辑后捕获新引入的语法错误
-
-#### 文件编辑与 Mermaid 验证集成
-
-`str_replace_editor` 函数是 EditTool 的高层封装，每次非 view 的 `.md` 文件操作后自动触发 Mermaid 验证：
-
-```python
-async def str_replace_editor(ctx, working_dir, command, path=None, ...):
-    tool = EditTool(ctx.deps.registry, ctx.deps.absolute_docs_path)
-
-    # 解析工作目录
-    if working_dir == "docs":
-        absolute_path = str(Path(ctx.deps.absolute_docs_path) / path)
-    else:
-        absolute_path = str(Path(ctx.deps.absolute_repo_path) / path)
-
-    tool(command=command, path=absolute_path, ...)
-    result = "\n".join(tool.logs)
-
-    # 自动 Mermaid 验证
-    if command != "view" and path.endswith(".md"):
-        mermaid_validation = await validate_mermaid_diagrams(
-            absolute_path, path
-        )
-        result += "\n---------- Mermaid validation ----------\n"
-        result += mermaid_validation
-    return result
-```
-
-### 3. WindowExpander — 智能视口扩展
-
-`WindowExpander` 用于将查看范围扩展到完整的函数/类边界，而非固定行数窗口。
-
-```python
-class WindowExpander:
-    def expand_window(self, lines, start, stop, max_added_lines):
-        """将视口扩展到完整的函数/类边界。"""
-        new_start = self._find_breakpoints(
-            lines, start, direction=-1,
-            max_added_lines=max_added_lines
-        )
-        new_stop = self._find_breakpoints(
-            lines, stop, direction=1,
-            max_added_lines=max_added_lines
-        )
-        return new_start, new_stop
-```
-
-**断点评分策略**（分数越高越优先）：
-
-| 分数 | 条件 |
-|------|------|
-| 3 | Python 的 `def`、`class`、`@装饰器`，或文件首尾行 |
-| 2 | 双空行 |
-| 1 | 单空行 |
-
-### 4. Filemap — 文件结构图
-
-`Filemap` 利用 tree-sitter 解析 Python 文件，生成省略函数体的结构概览。
-
-```python
-class Filemap:
-    def show_filemap(self, file_contents, encoding="utf8"):
-        parser = get_parser("python")
-        language = get_language("python")
-        tree = parser.parse(bytes(file_contents.encode(encoding)))
-
-        # 查找所有函数体
-        query = language.query("""
-        (function_definition body: (_) @body)
-        """)
-
-        # 省略足够长的函数体（>= 5 行）
-        elide_line_ranges = [
-            (node.start_point[0], node.end_point[0])
-            for node, _ in query.captures(tree.root_node)
-            if node.end_point[0] - node.start_point[0] >= 5
-        ]
-        # 生成带省略标记的文件概览
-```
-
-**使用场景**：当 Python 文件内容超过 `MAX_RESPONSE_LEN`（16000 字符）时，自动切换到 Filemap 模式显示文件结构，而非完整内容。
-
-### 5. Flake8Error 与语法检查
-
-`Flake8Error` 类封装了 flake8 语法检查的错误信息，支持编辑前后的错误对比。
-
-```python
-class Flake8Error:
-    def __init__(self, filename, line_number, col_number, problem):
-        self.filename = filename
-        self.line_number = line_number
-        self.col_number = col_number
-        self.problem = problem
-
-    @classmethod
-    def from_line(cls, line: str):
-        """从 flake8 输出行解析错误信息。"""
-        prefix, _sep, problem = line.partition(": ")
-        filename, line_number, col_number = prefix.split(":")
-        return cls(filename, int(line_number),
-                   int(col_number), problem)
-```
-
-**编辑前后错误过滤流程**：
-
-```python
-def format_flake8_output(input_string, show_line_numbers=False, *,
-                         previous_errors_string="",
-                         replacement_window=None,
-                         replacement_n_lines=None):
-    """过滤 flake8 输出，仅报告编辑引入的新错误。"""
-    errors = [Flake8Error.from_line(line.strip())
-              for line in input_string.split("\n") if line.strip()]
-    if previous_errors_string:
-        # 更新旧错误行号，排除编辑窗口内的错误
-        previous_errors = _update_previous_errors(
-            previous_errors, replacement_window,
-            replacement_n_lines
-        )
-        # 仅保留新增错误
-        errors = [e for e in errors if e not in previous_errors]
-        errors = [e for e in errors
-                  if e.line_number >= replacement_window[0]]
-```
-
-**flake8 检查规则**：仅检查以下严重语法错误：
-- `F821` / `F822` / `F831`：未定义名称/属性/重复参数
-- `E111` / `E112` / `E113`：缩进错误
-- `E999` / `E902`：语法错误/IO 错误
-
-### 6. read_code_components — 源代码读取
-
-`read_code_components` 是最简单但最常用的工具，根据组件 ID 列表返回对应的源代码。
-
-**文件路径**: `codewiki/src/be/agent_tools/read_code_components.py`
-
-```python
-async def read_code_components(
-    ctx: RunContext[CodeWikiDeps],
-    component_ids: list[str]
-) -> str:
-    """读取组件 ID 列表对应的源代码。
-
-    Args:
-        component_ids: 组件 ID 列表，格式如
-            ["sweagent/types.py::AgentRunResult",
-             "auth/middleware.py::verify_token"]
-    """
-    results = []
-    for component_id in component_ids:
-        if component_id not in ctx.deps.components:
-            results.append(f"# Component {component_id} not found")
-        else:
-            results.append(
-                f"# Component {component_id}:\n"
-                f"{ctx.deps.components[component_id].source_code.strip()}\n\n"
-            )
-    return "\n".join(results)
-```
-
-**工具注册**：
-
-```python
-read_code_components_tool = Tool(
-    function=read_code_components,
-    name="read_code_components",
-    description="Read the code of a given list of component ids",
-    takes_ctx=True
-)
-```
-
-### 7. generate_sub_module_documentation — 子模块递归
-
-子模块文档生成工具允许 Agent 将复杂模块拆分为多个子模块，并为每个子模块启动独立的子 Agent 生成文档。
-
-**文件路径**: `codewiki/src/be/agent_tools/generate_sub_module_documentations.py`
-
-```mermaid
-graph TD
-    Start["generate_sub_module_documentation"] --> UpdateTree["更新 module_tree 内存结构"]
-    UpdateTree --> Loop["遍历 sub_module_specs"]
-    Loop --> CheckComplex{"is_complex_module<br/>AND depth < max_depth<br/>AND tokens >= threshold?"}
-    CheckComplex -->|是| FullSubAgent["创建完整子 Agent<br/>含递归工具"]
-    CheckComplex -->|否| LeafSubAgent["创建叶子子 Agent<br/>仅读写工具"]
-    FullSubAgent --> RunSub["sub_agent.run()"]
-    LeafSubAgent --> RunSub
-    RunSub --> NextSub{"还有更多子模块?"}
-    NextSub -->|是| Loop
-    NextSub -->|否| Restore["恢复 current_module_name"]
-    Restore --> Done["返回成功消息"]
-```
-
-**递归控制条件**：
-
-子模块是否继续递归取决于三个条件的交集：
-
-```python
-can_recurse = (
-    is_complex_module(ctx.deps.components, core_component_ids)
-    and ctx.deps.current_depth < ctx.deps.max_depth
-    and num_tokens >= ctx.deps.config.max_token_per_leaf_module
-)
-```
-
-| 条件 | 含义 |
-|------|------|
-| `is_complex_module` | 模块包含多个文件的组件 |
-| `current_depth < max_depth` | 未达到最大递归深度 |
-| `num_tokens >= max_token_per_leaf_module` | 组件总 token 数超过叶子模块阈值 |
-
-**状态管理**：
-
-子模块递归过程中需要维护的关键状态：
-- `deps.current_module_name`：进入子模块时更新，退出时恢复
-- `deps.path_to_current_module`：追加子模块名，退出时 pop
-- `deps.current_depth`：递增，退出时递减
-- `deps.module_tree`：在内存中持续更新，所有子 Agent 共享
-
-## 工具在不同后端的暴露方式
-
-```mermaid
-graph LR
-    subgraph PydanticAI["pydantic-ai 后端"]
-        PAI_Tool["Tool 对象注册"]
-        PAI_Tool --> PAI_Read["read_code_components_tool"]
-        PAI_Tool --> PAI_Edit["str_replace_editor_tool"]
-        PAI_Tool --> PAI_Sub["generate_sub_module_documentation_tool"]
-    end
-
-    subgraph Caw["caw 后端"]
-        CawKit["CawToolKit MCP 服务器"]
-        CawKit --> Caw_Read["read_code_components"]
-        CawKit --> Caw_Edit["str_replace_editor"]
-        CawKit --> Caw_Sub["generate_sub_module_documentation"]
-    end
-```
-
-两种后端共享相同的 `EditTool` 核心实现和 Mermaid 验证逻辑，仅在工具注册方式上有所不同：
-- **pydantic-ai**：使用 `Tool` 对象直接注册到 `Agent`
-- **caw**：使用 `@tool` 装饰器注册到 `CawToolKit`（继承 `ToolKit`），通过 MCP 协议暴露
-
-## JSON 参数兼容性处理
-
-部分本地模型（LiteLLM、vLLM、Ollama 等）将列表和整数参数以 JSON 字符串形式发送（如 `"[1, 50]"` 而非 `[1, 50]`）。工具集通过两处兼容层解决此问题：
-
-```python
-# pydantic-ai 路径：pydantic BeforeValidator
-ViewRange = Annotated[
-    Optional[List[int]],
-    BeforeValidator(_coerce_json_string)
-]
-InsertLine = Annotated[
-    Optional[int],
-    BeforeValidator(_coerce_json_string)
-]
-
-# caw 路径：手动解析
-def _coerce_json_arg(value):
-    if isinstance(value, str):
-        try:
-            return json.loads(value)
-        except ValueError:
-            pass
-    return value
-```
-
-## 跨模块引用
-
-- [LLM 后端与服务](LLM%20后端与服务.md)：介绍 `CawToolKit` 如何嵌入 caw Agent，以及 `PydanticAIBackend` 如何注册工具
-- [后端工具与流程](后端工具与流程.md)：展示工具在 `DocumentationGenerator` 整体流程中的调用时机
-
-## 错误处理策略
-
-| 场景 | 处理方式 |
-|------|----------|
-| 组件 ID 不存在 | 返回 `# Component {id} not found` 消息 |
-| 文件路径不存在 | 返回友好错误提示并建议正确路径 |
-| `old_str` 不唯一 | 报告所有匹配行号，要求 Agent 提供更多上下文 |
-| 路径逃逸工作目录 | 拒绝操作并提示使用相对路径 |
-| Mermaid 语法错误 | 返回详细错误信息（行号 + 错误描述），Agent 可据此修复 |
-| 编码错误 | 依次尝试 None → utf-8 → latin-1 → utf-8+replace 编码 |
diff --git "a/repowiki/CLI \345\205\245\345\217\243\344\270\216\345\221\275\344\273\244.md" "b/repowiki/CLI \345\205\245\345\217\243\344\270\216\345\221\275\344\273\244.md"
deleted file mode 100644
index 50fe646e..00000000
--- "a/repowiki/CLI \345\205\245\345\217\243\344\270\216\345\221\275\344\273\244.md"	
+++ /dev/null
@@ -1,373 +0,0 @@
-# CLI 入口与命令
-
-## 模块概述
-
-CLI 入口与命令模块是 CodeWiki 命令行工具的核心入口层，负责接收用户输入、解析命令行参数、协调各子系统完成文档生成任务。该模块基于 Python 的 `click` 框架构建，提供了 `codewiki` 主命令及其子命令（`generate`、`config`、`mcp`），并通过适配器模式将 CLI 层与后端文档生成引擎解耦。
-
-### 核心功能
-
-- **命令行入口管理**：通过 `click` 框架定义 CLI 命令组和子命令，统一处理异常和退出码
-- **文档生成调度**：`generate` 命令执行完整的文档生成流水线，包括配置加载、仓库校验、分支创建、文档生成和结果输出
-- **配置管理命令**：`config` 命令组提供 API 密钥设置、配置验证等子命令
-- **MCP 协议服务**：`mcp` 命令将 CodeWiki 作为 MCP 服务器启动，供外部工具（如 Claude、Cursor）调用
-- **HTML 查看器生成**：可选生成静态 HTML 文档查看器，支持 GitHub Pages 部署
-- **增量更新支持**：通过 `--update` 标志检测变更文件，仅重新生成受影响的模块文档
-
-## 架构设计
-
-```mermaid
-graph TD
-    subgraph EntryLayer[入口层]
-        A[main]
-        B[cli 命令组]
-    end
-    subgraph CommandLayer[命令层]
-        C[generate 命令]
-        D[config 命令组]
-        E[mcp 命令]
-    end
-    subgraph AdapterLayer[适配器层]
-        F[CLIDocumentationGenerator]
-    end
-    subgraph SupportLayer[支撑层]
-        G[HTMLGenerator]
-        H[ConfigManager]
-        I[GitManager]
-    end
-    subgraph BackendLayer[后端引擎]
-        J[DocumentationGenerator]
-        K[DependencyAnalyzer]
-        L[ClusterModules]
-    end
-    A --> B
-    B --> C
-    B --> D
-    B --> E
-    C --> F
-    F --> G
-    F --> H
-    F --> I
-    F --> J
-    J --> K
-    J --> L
-    E --> M[mcp.server.main]
-```
-
-## 组件详解
-
-### 1. main - 程序入口点
-
-`main()` 函数是整个 CodeWiki CLI 的启动入口，负责调用 `cli()` 命令组并捕获顶层异常。
-
-**职责：**
-- 启动 CLI 命令组执行
-- 捕获 `KeyboardInterrupt`（用户中断，退出码 130）
-- 捕获未预期的异常并输出错误信息（退出码 1）
-
-**代码示例：**
-
-```python
-def main():
-    """Entry point for the CLI."""
-    try:
-        cli(obj={})
-    except KeyboardInterrupt:
-        click.echo("\n\nInterrupted by user", err=True)
-        sys.exit(130)
-    except Exception as e:
-        click.secho(f"\n Unexpected error: {e}", fg="red", err=True)
-        sys.exit(1)
-```
-
-### 2. cli - 命令组根节点
-
-`cli()` 是 `click.group` 装饰的根命令组，定义了 CodeWiki 的全局描述和帮助信息。所有子命令（`generate`、`config`、`mcp`）均注册在此命令组下。
-
-**职责：**
-- 定义 CLI 根命令及其帮助文本
-- 初始化 `click` 上下文对象 (`ctx.ensure_object(dict)`)
-- 作为子命令的注册容器
-
-**代码示例：**
-
-```python
-@click.group()
-@click.pass_context
-def cli(ctx):
-    """CodeWiki: Transform codebases into comprehensive documentation."""
-    ctx.ensure_object(dict)
-```
-
-### 3. generate_command - 文档生成命令
-
-`generate` 是 CodeWiki 最核心的子命令，执行从配置校验到文档输出的完整流水线。该命令支持丰富的命令行参数来控制生成行为。
-
-**职责：**
-- 加载并验证配置（API 密钥、模型设置等）
-- 校验当前目录是否为有效的代码仓库
-- 可选创建 Git 文档分支
-- 构建 `GenerationOptions` 和 `AgentInstructions` 运行时参数
-- 实例化 `CLIDocumentationGenerator` 并执行文档生成
-- 处理增量更新（`--update` 标志）
-- 显示生成结果和后续操作指引
-
-**支持的命令行参数：**
-
-| 参数 | 说明 | 默认值 |
-|------|------|--------|
-| `--output` | 输出目录 | `docs` |
-| `--create-branch` | 创建 Git 文档分支 | `False` |
-| `--github-pages` | 生成 HTML 查看器 | `False` |
-| `--no-cache` | 强制全量重新生成 | `False` |
-| `--include` | 文件包含模式（如 `*.cs`） | `None` |
-| `--exclude` | 文件排除模式（如 `*Tests*`） | `None` |
-| `--focus` | 聚焦特定模块 | `None` |
-| `--doc-type` | 文档类型（api/architecture 等） | `None` |
-| `--instructions` | 自定义生成指令 | `None` |
-| `--verbose` | 详细输出模式 | `False` |
-| `--max-tokens` | LLM 最大 token 数 | 配置值 |
-| `--max-depth` | 层次分解最大深度 | 配置值 |
-| `--update` | 增量更新模式 | `False` |
-
-**执行流水线：**
-
-```mermaid
-graph LR
-    A[加载配置] --> B[校验仓库]
-    B --> C{增量更新?}
-    C -->|是| D[检测变更文件]
-    C -->|否| E{输出目录存在?}
-    D --> F[使受影响模块缓存失效]
-    E -->|是| G[确认覆盖]
-    E -->|否| H{创建分支?}
-    G --> H
-    F --> H
-    H -->|是| I[GitManager 创建分支]
-    H -->|否| J[构建生成选项]
-    I --> J
-    J --> K[CLIDocumentationGenerator]
-    K --> L[显示结果]
-```
-
-**使用示例：**
-
-```bash
-# 基础生成
-codewiki generate
-
-# 创建 Git 分支并生成 GitHub Pages
-codewiki generate --create-branch --github-pages
-
-# C# 项目：仅包含 .cs 文件，排除测试
-codewiki generate --include "*.cs" --exclude "*Tests*,*Specs*"
-
-# 聚焦特定模块
-codewiki generate --focus "src/core,src/api" --doc-type architecture
-
-# 增量更新
-codewiki generate --update
-
-# 覆盖 token 限制
-codewiki generate --max-tokens 32768 --max-depth 3
-```
-
-### 4. config_group - 配置管理命令组
-
-`config` 命令组提供 CodeWiki 配置的管理功能，包括 API 凭证设置、配置验证和配置清除等。
-
-**职责：**
-- 管理 LLM API 凭证（密钥、URL、模型名称）
-- 验证配置完整性
-- 持久化配置到本地文件
-
-**关联组件：** 详见 [CLI 配置与模型](CLI%20配置与模型.md)
-
-### 5. mcp_command - MCP 服务命令
-
-`mcp` 命令将 CodeWiki 作为 MCP（Model Context Protocol）服务器启动，通过 stdio 传输协议暴露文档生成工具，供 Claude、Cursor 等 MCP 客户端调用。
-
-**职责：**
-- 启动异步 MCP 服务器
-- 暴露文档生成工具供外部调用
-- 使用 stdio 传输协议
-
-**MCP 客户端配置示例：**
-
-```json
-{
-    "mcpServers": {
-        "codewiki": {
-            "command": "codewiki",
-            "args": ["mcp"]
-        }
-    }
-}
-```
-
-**代码示例：**
-
-```python
-def mcp_command():
-    """Start CodeWiki as an MCP server."""
-    import asyncio
-    from codewiki.mcp.server import main as mcp_main
-    asyncio.run(mcp_main())
-```
-
-### 6. CLIDocumentationGenerator - CLI 适配器
-
-`CLIDocumentationGenerator` 是 CLI 层与后端文档生成引擎之间的适配器类，封装了后端调用并添加了 CLI 特有的进度追踪、日志输出和错误处理功能。
-
-**职责：**
-- 封装后端 `DocumentationGenerator` 并添加 CLI 进度报告
-- 管理 5 阶段文档生成流水线的进度追踪
-- 配置后端日志输出（支持 verbose/normal 两种模式）
-- 协调 HTML 生成和任务终结
-
-**生成流水线 5 个阶段：**
-
-| 阶段 | 名称 | 说明 |
-|------|------|------|
-| 1 | 依赖分析 | 解析源文件，构建依赖图，识别叶节点 |
-| 2 | 模块聚类 | 使用 LLM 将叶节点聚类为逻辑模块 |
-| 3 | 文档生成 | 为每个模块生成 Markdown 文档 |
-| 4 | HTML 生成 | 可选生成静态 HTML 查看器 |
-| 5 | 终结 | 创建元数据文件，完成作业记录 |
-
-**初始化参数：**
-
-```python
-generator = CLIDocumentationGenerator(
-    repo_path=Path("/path/to/repo"),
-    output_dir=Path("/path/to/docs"),
-    config={
-        'main_model': 'gpt-4',
-        'cluster_model': 'gpt-3.5-turbo',
-        'fallback_model': 'glm-4p5',
-        'base_url': 'https://api.openai.com/v1',
-        'api_key': 'sk-...',
-        'max_tokens': 32768,
-        'max_depth': 2,
-    },
-    verbose=True,
-    generate_html=True,
-    commit_id="abc123",
-)
-job = generator.generate()
-```
-
-**内部架构：**
-
-```mermaid
-graph TD
-    subgraph CLIDocumentationGenerator
-        A[init 初始化]
-        B[generate 主入口]
-        C[configure_backend_logging 日志配置]
-        D[run_backend_generation 后端生成]
-        E[run_html_generation HTML生成]
-        F[finalize_job 终结]
-    end
-    B --> C
-    B --> D
-    B --> E
-    B --> F
-    D --> G[Stage1 依赖分析]
-    D --> H[Stage2 模块聚类]
-    D --> I[Stage3 文档生成]
-    D --> J[ProgressTracker 进度追踪]
-```
-
-### 7. HTMLGenerator - HTML 查看器生成器
-
-`HTMLGenerator` 负责生成自包含的静态 HTML 文档查看器（`index.html`），支持 GitHub Pages 部署。生成的 HTML 文件内嵌了样式、脚本和配置数据，可在客户端渲染 Markdown 文档。
-
-**职责：**
-- 从模板生成静态 HTML 文件
-- 嵌入模块树、元数据和配置信息
-- 自动检测仓库信息（名称、远程 URL、GitHub Pages URL）
-- 加载并验证模块树和元数据文件
-
-**核心方法：**
-
-| 方法 | 说明 |
-|------|------|
-| `generate()` | 生成 HTML 文件，替换模板中的占位符 |
-| `load_module_tree()` | 从文档目录加载模块树结构 |
-| `load_metadata()` | 从文档目录加载元数据 |
-| `detect_repository_info()` | 从 Git 检测仓库名称、URL 和 GitHub Pages URL |
-| `_build_info_content()` | 构建仓库信息区域的 HTML 内容 |
-| `_escape_html()` | HTML 特殊字符转义 |
-
-**模板占位符：**
-
-| 占位符 | 说明 |
-|--------|------|
-| `{{TITLE}}` | 文档标题 |
-| `{{REPO_LINK}}` | 仓库链接 HTML |
-| `{{SHOW_INFO}}` | 信息区域显示状态 |
-| `{{INFO_CONTENT}}` | 仓库信息内容 |
-| `{{CONFIG_JSON}}` | 配置 JSON |
-| `{{MODULE_TREE_JSON}}` | 模块树 JSON |
-| `{{METADATA_JSON}}` | 元数据 JSON |
-| `{{DOCS_BASE_PATH}}` | 文档基础路径 |
-
-**使用示例：**
-
-```python
-html_gen = HTMLGenerator()
-repo_info = html_gen.detect_repository_info(repo_path)
-html_gen.generate(
-    output_path=Path("docs/index.html"),
-    title=repo_info['name'],
-    repository_url=repo_info['url'],
-    github_pages_url=repo_info['github_pages_url'],
-    docs_dir=Path("docs"),
-)
-```
-
-## 命令执行流程总览
-
-```mermaid
-graph TD
-    User[用户执行 codewiki 命令] --> Main[main 入口]
-    Main --> CLI[cli 命令组]
-    CLI --> Gen[generate]
-    CLI --> Cfg[config]
-    CLI --> MCP[mcp]
-    Gen --> Validate[配置与仓库校验]
-    Validate --> GitOps[Git 分支操作]
-    GitOps --> Adapter[CLIDocumentationGenerator]
-    Adapter --> DepAnalysis[依赖分析]
-    DepAnalysis --> Clustering[模块聚类]
-    Clustering --> DocGen[文档生成]
-    DocGen --> HTMLGen[HTML 生成]
-    HTMLGen --> Finalize[终结与输出]
-    MCP --> MCPServer[MCP 服务器启动]
-```
-
-## 错误处理机制
-
-`generate_command` 实现了分层的错误处理策略：
-
-| 异常类型 | 处理方式 | 退出码 |
-|----------|----------|--------|
-| `ConfigurationError` | 输出配置错误信息 | 配置错误码 |
-| `RepositoryError` | 输出仓库错误信息 | 仓库错误码 |
-| `APIError` | 输出 API 错误信息 | API 错误码 |
-| `KeyboardInterrupt` | 输出中断信息 | 130 |
-| `Exception` | 通过 `handle_error` 处理 | 通用错误码 |
-
-详见 [CLI 工具库](CLI%20工具库.md) 中的错误处理工具。
-
-## 模块关系
-
-- [CLI 配置与模型](CLI%20配置与模型.md) - 配置管理和数据模型定义
-- [CLI 工具库](CLI%20工具库.md) - 工具类函数（Git 管理、日志、进度追踪、错误处理等）
-- [MCP 服务端](MCP%20服务端.md) - MCP 协议服务器实现
-
-## 版本信息
-
-- **所属子系统**：CLI 子系统
-- **主要依赖**：click、asyncio、gitpython
-- **入口点**：`codewiki` 命令（通过 `setup.py` 或 `pyproject.toml` 注册的 console_scripts）
\ No newline at end of file
diff --git "a/repowiki/CLI \345\221\275\344\273\244\350\241\214\345\267\245\345\205\267.md" "b/repowiki/CLI \345\221\275\344\273\244\350\241\214\345\267\245\345\205\267.md"
deleted file mode 100644
index 46a52d8b..00000000
--- "a/repowiki/CLI \345\221\275\344\273\244\350\241\214\345\267\245\345\205\267.md"	
+++ /dev/null
@@ -1,158 +0,0 @@
-# CLI 命令行工具
-
-## 模块概述
-
-CLI 命令行工具是 CodeWiki-CN 系统的用户交互入口，为开发者提供了一套完整的命令行界面，用于驱动代码仓库文档的自动化生成全流程。该模块基于 Python `click` 框架构建，以 `codewiki` 为主命令，下设 `generate`、`config`、`mcp` 三个子命令，分别承担文档生成调度、配置管理和 MCP 协议服务启动的职责。
-
-作为 CodeWiki-CN 架构中最接近用户的一层，CLI 模块扮演了"前端控制器"的角色：它负责接收用户的命令行参数，加载和验证配置，协调 Git 操作，然后通过适配器模式将任务委托给后端核心引擎完成实际的文档生成工作。这种分层设计使得 CLI 层与后端引擎充分解耦，便于独立测试和功能扩展。
-
-## 子模块架构
-
-```mermaid
-graph TD
-    subgraph CLI["CLI 命令行工具"]
-        Entry["CLI 入口与命令"]
-        ConfigModel["CLI 配置与模型"]
-        Tools["CLI 工具库"]
-    end
-
-    subgraph Backend["后端核心引擎"]
-        DocGen["DocumentationGenerator"]
-    end
-
-    subgraph MCP["MCP 协议服务器"]
-        MCPServer["MCP Server"]
-    end
-
-    Entry --> ConfigModel
-    Entry --> Tools
-    Entry --> DocGen
-    Entry --> MCPServer
-    ConfigModel --> Tools
-```
-
-## 子模块说明
-
-### CLI 入口与命令
-
-[CLI 入口与命令](CLI%20入口与命令.md) 是 `codewiki` 命令的入口层，定义了所有子命令的注册、参数解析和执行调度逻辑。
-
-**核心职责：**
-- `main()` 函数作为程序入口，统一捕获顶层异常并映射退出码
-- `cli()` 命令组作为根节点，注册所有子命令
-- `generate` 命令执行 5 阶段文档生成流水线（依赖分析 → 模块聚类 → 文档生成 → HTML 生成 → 终结）
-- `config` 命令组提供 API 密钥设置、配置验证等管理功能
-- `mcp` 命令启动 MCP 协议服务器，供 Claude/Cursor 等外部工具调用
-- `CLIDocumentationGenerator` 适配器将 CLI 参数转化为后端引擎调用，并添加进度追踪和日志输出
-- `HTMLGenerator` 可选生成自包含的静态 HTML 文档查看器
-
-**支持的命令行参数**包括输出目录、Git 分支创建、GitHub Pages 生成、增量更新、文件过滤模式、模块聚焦、文档类型选择、token 限制等。
-
-### CLI 配置与模型
-
-[CLI 配置与模型](CLI%20配置与模型.md) 是配置管理和数据建模的核心层，负责管理 LLM API 凭证、生成配置和作业状态跟踪。
-
-**核心职责：**
-- `ConfigManager` 采用分层存储策略：API 密钥优先存储在系统密钥链（macOS Keychain / Windows Credential Manager / Linux Secret Service），不可用时回退到 `~/.codewiki/credentials.json` 文件（权限 0o600）；非敏感配置存储在 `~/.codewiki/config.json`
-- `Configuration` 数据类定义了完整的配置结构，支持 6 种 LLM 供应商（OpenAI 兼容、Anthropic、AWS Bedrock、Azure OpenAI、Claude Code、Codex）
-- `AgentInstructions` 模型支持文件过滤、模块聚焦、文档类型和自定义指令，运行时参数与持久化配置自动合并
-- `DocumentationJob` 跟踪文档生成作业的完整生命周期（PENDING → RUNNING → COMPLETED/FAILED）
-- 所有模型类均支持 JSON 序列化/反序列化，便于持久化和传输
-
-**安全设计：** 通过 `CODEWIKI_NO_KEYRING=1` 环境变量可禁用密钥链，适应 CI/CD 等无 GUI 环境。
-
-### CLI 工具库
-
-[CLI 工具库](CLI%20工具库.md) 为 CLI 层提供基础设施组件，是被广泛依赖的底层支撑。
-
-**核心组件：**
-- **GitManager**：封装 GitPython，提供仓库验证、文档分支创建（`docs/codewiki-时间戳`）、文档提交、远程 URL 检测等操作
-- **分层异常体系**：`CodeWikiError` 基类派生 `ConfigurationError`、`RepositoryError`、`APIError`、`FileSystemError`，各自关联特定退出码
-- **ProgressTracker**：5 阶段加权进度追踪（依赖分析 40%、模块聚类 20%、文档生成 30%、HTML 生成 5%、终结 5%），支持 ETA 估算
-- **ModuleProgressBar**：模块级进度条，支持 verbose/normal 双模式
-- **CLILogger**：带彩色输出的日志记录器，5 级日志（debug/info/success/warning/error）
-- **验证工具**：`validate_api_key`、`validate_repository` 等输入校验函数
-- **文件系统工具**：`safe_read`/`safe_write`/`ensure_directory` 等安全文件操作
-
-## 执行流程
-
-```mermaid
-graph TD
-    User["用户执行 codewiki 命令"] --> Main["main 入口"]
-    Main --> CLI["cli 命令组"]
-
-    CLI --> Gen["generate 命令"]
-    CLI --> Cfg["config 命令"]
-    CLI --> MCP["mcp 命令"]
-
-    Gen --> LoadCfg["加载 Configuration"]
-    LoadCfg --> ValidateRepo["validate_repository"]
-    ValidateRepo --> Branch["GitManager 创建分支"]
-    Branch --> Adapter["CLIDocumentationGenerator"]
-
-    Adapter --> S1["阶段1 依赖分析"]
-    S1 --> S2["阶段2 模块聚类"]
-    S2 --> S3["阶段3 文档生成"]
-    S3 --> S4["阶段4 HTML 生成"]
-    S4 --> S5["阶段5 终结"]
-
-    MCP --> MCPServer["启动 MCP 服务器"]
-```
-
-## 数据流
-
-```mermaid
-graph LR
-    subgraph Input["用户输入"]
-        CmdLine["命令行参数"]
-        CfgFile["config.json"]
-        Keyring["系统密钥链"]
-    end
-
-    subgraph Runtime["运行时"]
-        CfgMgr["ConfigManager"]
-        Config["Configuration"]
-        Instr["AgentInstructions"]
-    end
-
-    subgraph Output["输出"]
-        BackendCfg["BackendConfig"]
-        Job["DocumentationJob"]
-        HTML["index.html"]
-    end
-
-    CmdLine --> Instr
-    CfgFile --> CfgMgr
-    Keyring --> CfgMgr
-    CfgMgr --> Config
-    Config --> BackendCfg
-    Instr --> BackendCfg
-    BackendCfg --> Job
-```
-
-## 错误处理策略
-
-CLI 模块实现了分层的错误处理机制：
-
-| 异常类型 | 退出码 | 处理方式 |
-|----------|--------|----------|
-| `ConfigurationError` | 2 | 输出配置错误信息，建议运行 `codewiki config set` |
-| `RepositoryError` | 3 | 输出仓库错误信息，提示检查目录 |
-| `APIError` | 4 | 输出 API 错误信息，提示检查密钥和网络 |
-| `FileSystemError` | 5 | 输出文件系统错误，提示检查权限 |
-| `KeyboardInterrupt` | 130 | 输出中断信息 |
-| 未预期异常 | 1 | verbose 模式下输出堆栈跟踪 |
-
-## 与其他模块的关系
-
-- **[MCP 协议服务器](MCP%20协议服务器.md)**：`mcp` 命令启动 MCP 服务器，复用 CLI 的配置管理体系
-- **[后端核心引擎](后端核心引擎.md)**：`generate` 命令通过 `CLIDocumentationGenerator` 适配器调用 `DocumentationGenerator` 完成文档生成
-- **[依赖分析器](依赖分析器.md)**：后端引擎的第一阶段调用依赖分析器构建代码依赖图
-
-## 设计要点
-
-1. **适配器模式**：`CLIDocumentationGenerator` 隔离了 CLI 特有逻辑（进度、日志、错误处理）与后端引擎，使两者可独立演进
-2. **安全优先**：API 密钥分层存储（密钥链 > 加密文件），敏感信息绝不写入配置文件
-3. **双模式输出**：所有用户面向的组件（日志、进度、错误）均支持 verbose/normal 模式
-4. **幂等性**：`generate` 命令支持跳过已存在的文档，`--update` 模式仅重新生成受影响的模块
-5. **渐进式交互**：5 阶段加权进度条让用户清晰了解生成进展和预计剩余时间
diff --git "a/repowiki/CLI \345\267\245\345\205\267\345\272\223.md" "b/repowiki/CLI \345\267\245\345\205\267\345\272\223.md"
deleted file mode 100644
index c1166c1f..00000000
--- "a/repowiki/CLI \345\267\245\345\205\267\345\272\223.md"	
+++ /dev/null
@@ -1,437 +0,0 @@
-# CLI 工具库
-
-## 模块概述
-
-CLI 工具库模块为 CodeWiki 命令行工具提供了一系列基础设施组件，包括 Git 仓库操作、错误处理、进度追踪、日志记录、输入验证和文件系统工具等。这些工具类被 CLI 命令层和适配器层广泛依赖，是保证 CLI 稳定运行的底层支撑。
-
-### 核心功能
-
-- **Git 仓库管理**：封装 GitPython 库，提供分支创建、状态检查、提交和远程检测等操作
-- **统一错误处理**：定义分层异常体系和统一错误处理入口，映射到合适的退出码
-- **进度追踪系统**：支持多阶段进度跟踪和 ETA 估算，以及模块级别的进度条显示
-- **日志系统**：提供带彩色输出的 CLI 日志记录器，支持 verbose/normal 双模式
-- **输入验证**：验证 API 密钥格式、仓库有效性等用户输入
-- **文件系统工具**：提供安全的文件读写、目录创建等辅助函数
-
-## 架构设计
-
-```mermaid
-graph TD
-    subgraph GitTools[Git 工具]
-        A[GitManager]
-    end
-    subgraph ErrorHandling[错误处理]
-        B[CodeWikiError 基类]
-        C[ConfigurationError]
-        D[RepositoryError]
-        E[APIError]
-        F[FileSystemError]
-        G[handle_error]
-    end
-    subgraph ProgressSystem[进度系统]
-        H[ProgressTracker]
-        I[ModuleProgressBar]
-    end
-    subgraph LoggingSystem[日志系统]
-        J[CLILogger]
-    end
-    subgraph Validation[验证工具]
-        K[validate_api_key]
-        L[validate_repository]
-    end
-    subgraph Consumers[使用者]
-        M[generate 命令]
-        N[config 命令]
-        O[CLIDocumentationGenerator]
-    end
-    M --> A
-    M --> G
-    M --> J
-    M --> K
-    M --> L
-    O --> H
-    O --> I
-    B --> C
-    B --> D
-    B --> E
-    B --> F
-    G --> B
-```
-
-## 组件详解
-
-### 1. GitManager - Git 仓库管理器
-
-`GitManager` 封装了 GitPython 库，为文档生成流程提供完整的 Git 操作支持。它在文档生成时用于创建文档分支，在生成后可用于提交文档。
-
-**职责：**
-- 验证目录是否为有效的 Git 仓库
-- 检查工作目录是否干净（无未提交变更）
-- 创建带时间戳的文档分支
-- 提交生成的文档
-- 检测远程仓库 URL 和 GitHub PR 链接
-
-**核心方法：**
-
-| 方法 | 说明 | 返回值 |
-|------|------|--------|
-| `check_clean_working_directory()` | 检查工作目录是否干净 | `Tuple[bool, str]` |
-| `create_documentation_branch()` | 创建文档分支 | 分支名称 |
-| `commit_documentation()` | 提交文档 | 提交哈希 |
-| `get_remote_url()` | 获取远程 URL | URL 字符串 |
-| `get_current_branch()` | 获取当前分支 | 分支名称 |
-| `get_commit_hash()` | 获取当前提交哈希 | 哈希字符串 |
-| `branch_exists()` | 检查分支是否存在 | `bool` |
-| `get_github_pr_url()` | 获取 GitHub PR URL | URL 或 None |
-
-**分支创建流程：**
-
-```mermaid
-graph TD
-    A[create_documentation_branch] --> B{工作目录干净?}
-    B -->|否| C[抛出 RepositoryError]
-    B -->|是| D[生成分支名 docs/codewiki-时间戳]
-    D --> E{分支已存在?}
-    E -->|是| F[追加计数器后缀]
-    E -->|否| G[创建并切换分支]
-    F --> G
-    G --> H[返回分支名]
-```
-
-**代码示例：**
-
-```python
-from codewiki.cli.git_manager import GitManager
-from pathlib import Path
-
-# 初始化 Git 管理器
-git = GitManager(Path("/path/to/repo"))
-
-# 检查工作目录
-is_clean, status = git.check_clean_working_directory()
-if not is_clean:
-    print(f"未提交的变更:\n{status}")
-
-# 创建文档分支
-branch_name = git.create_documentation_branch()
-# 生成分支如: docs/codewiki-20240315-143022
-
-# 提交文档
-commit_hash = git.commit_documentation(
-    docs_path=Path("docs"),
-    message="Add generated documentation"
-)
-
-# 获取 GitHub PR 链接
-pr_url = git.get_github_pr_url(branch_name)
-# https://github.com/owner/repo/compare/docs/codewiki-20240315-143022
-```
-
-**分支命名规则：**
-- 基本格式：`docs/codewiki-YYYYMMDD-HHMMSS`
-- 如果分支名已存在（极少发生），追加数字后缀：`docs/codewiki-20240315-143022-1`
-
-### 2. 错误处理体系
-
-CodeWiki 定义了分层的异常体系，每个异常类型关联特定的退出码，使错误处理清晰可预测。
-
-#### 异常类层次
-
-```mermaid
-graph TD
-    A[CodeWikiError 基类] --> B[ConfigurationError]
-    A --> C[RepositoryError]
-    A --> D[APIError]
-    A --> E[FileSystemError]
-```
-
-#### 异常类型说明
-
-| 异常类 | 说明 | 典型场景 |
-|--------|------|----------|
-| `CodeWikiError` | 所有 CodeWiki 异常的基类 | - |
-| `ConfigurationError` | 配置相关错误 | 配置缺失、API 密钥无效 |
-| `RepositoryError` | 仓库相关错误 | 非 Git 仓库、工作目录不干净 |
-| `APIError` | LLM API 调用错误 | 网络超时、认证失败、速率限制 |
-| `FileSystemError` | 文件系统错误 | 目录不可写、文件读取失败 |
-
-#### handle_error - 统一错误处理函数
-
-`handle_error()` 是 CLI 层的顶层错误处理入口，根据异常类型返回适当的退出码。
-
-**职责：**
-- 识别 `CodeWikiError` 子类并提取错误信息和退出码
-- 对未知异常输出错误信息并返回通用退出码
-- 在 verbose 模式下输出完整的堆栈跟踪
-
-**代码示例：**
-
-```python
-def handle_error(error: Exception, verbose: bool = False) -> int:
-    if isinstance(error, CodeWikiError):
-        click.secho(f"\n Error: {error.message}", fg="red", err=True)
-        return error.exit_code
-    else:
-        click.secho(f"\n Unexpected error: {error}", fg="red", err=True)
-        if verbose:
-            import traceback
-            click.echo(traceback.format_exc(), err=True)
-        return EXIT_GENERAL_ERROR
-```
-
-**退出码映射：**
-
-| 退出码 | 说明 |
-|--------|------|
-| 0 | 成功 |
-| 1 | 通用错误 |
-| 2 | 配置错误 |
-| 3 | 仓库错误 |
-| 4 | API 错误 |
-| 5 | 文件系统错误 |
-| 130 | 用户中断（Ctrl+C） |
-
-### 3. ProgressTracker - 多阶段进度追踪器
-
-`ProgressTracker` 提供多阶段进度跟踪功能，将文档生成过程分为 5 个阶段，每个阶段有不同的时间权重，支持 ETA 估算。
-
-**职责：**
-- 跟踪 5 个文档生成阶段的进度
-- 根据阶段权重计算总体进度
-- 估算剩余时间（ETA）
-- 支持 verbose/normal 两种输出模式
-
-**阶段权重分配：**
-
-| 阶段 | 名称 | 权重 | 说明 |
-|------|------|------|------|
-| 1 | 依赖分析 | 40% | 解析源文件，构建依赖图 |
-| 2 | 模块聚类 | 20% | LLM 聚类叶节点 |
-| 3 | 文档生成 | 30% | 生成模块文档 |
-| 4 | HTML 生成 | 5% | 生成 HTML 查看器 |
-| 5 | 终结 | 5% | 创建元数据 |
-
-**代码示例：**
-
-```python
-tracker = ProgressTracker(total_stages=5, verbose=True)
-
-# 开始阶段 1
-tracker.start_stage(1, "依赖分析")
-tracker.update_stage(0.5, "解析源文件中...")
-tracker.update_stage(0.8, "已分析 42 个文件")
-tracker.complete_stage()
-
-# 开始阶段 2
-tracker.start_stage(2, "模块聚类")
-tracker.update_stage(0.5, "LLM 聚类中...")
-tracker.complete_stage()
-
-# 查看总体进度
-progress = tracker.get_overall_progress()  # 0.6 (40% + 20%)
-eta = tracker.get_eta()  # "3m 15s"
-```
-
-**ETA 计算逻辑：**
-
-```python
-def get_eta(self) -> Optional[str]:
-    elapsed = time.time() - self.start_time
-    progress = self.get_overall_progress()
-    if progress <= 0.0:
-        return None
-    total_estimated = elapsed / progress
-    remaining = total_estimated - elapsed
-    # 格式化为 "Xh Ym" / "Ym Zs" / "Zs"
-```
-
-### 4. ModuleProgressBar - 模块进度条
-
-`ModuleProgressBar` 提供模块级别的进度显示，在文档生成阶段逐个显示每个模块的处理状态。
-
-**职责：**
-- 显示模块生成的进度条
-- 在 verbose 模式下显示每个模块的名称和缓存状态
-- 在 normal 模式下显示简洁的进度条
-
-**代码示例：**
-
-```python
-bar = ModuleProgressBar(total_modules=10, verbose=True)
-
-# 处理每个模块
-for module in modules:
-    cached = module in cache
-    bar.update(module.name, cached=cached)
-    # verbose 输出: [3/10] auth_module... cached
-    # normal 模式: 更新进度条
-
-bar.finish()
-```
-
-**双模式输出：**
-
-| 模式 | 输出效果 |
-|------|----------|
-| verbose | `[3/10] auth_module... cached` |
-| normal | `Generating modules [###----] 30% ETA: 00:02:15` |
-
-### 5. CLILogger - CLI 日志记录器
-
-`CLILogger` 提供带彩色输出的 CLI 日志记录功能，支持多种日志级别和格式化的步骤输出。
-
-**职责：**
-- 提供 debug/info/success/warning/error 五级日志
-- 支持 verbose/normal 双模式输出
-- 提供带编号的步骤输出格式
-- 记录并计算经过时间
-
-**日志级别与颜色：**
-
-| 方法 | 颜色 | 说明 | verbose 限制 |
-|------|------|------|------|
-| `debug()` | 青色（暗淡） | 调试信息 | 仅 verbose 模式 |
-| `info()` | 默认 | 普通信息 | 总是显示 |
-| `success()` | 绿色 | 成功信息 | 总是显示 |
-| `warning()` | 黄色 | 警告信息 | 总是显示 |
-| `error()` | 红色 | 错误信息 | 总是显示 |
-| `step()` | 蓝色（加粗） | 步骤信息 | 总是显示 |
-
-**代码示例：**
-
-```python
-logger = CLILogger(verbose=True)
-
-logger.step("验证配置...", step=1, total=4)
-# 输出: [1/4] 验证配置...
-
-logger.success("配置有效")
-# 输出: check 配置有效
-
-logger.debug("检测到的语言: Python (42 files), JavaScript (18 files)")
-# 输出: [14:30:22] 检测到的语言: Python (42 files), JavaScript (18 files)
-
-logger.warning("不是 Git 仓库，Git 功能不可用")
-# 输出: warning 不是 Git 仓库，Git 功能不可用
-
-logger.error("API 密钥无效")
-# 输出: cross API 密钥无效
-
-elapsed = logger.elapsed_time()
-# 返回: "2m 15s"
-```
-
-### 6. 验证工具函数
-
-验证工具函数提供用户输入和环境的校验能力，确保文档生成流程的前置条件满足。
-
-#### validate_api_key
-
-验证 API 密钥的格式和有效性。根据配置中的 `provider` 类型，采用不同的验证规则。
-
-#### validate_repository
-
-验证指定目录是否为有效的代码仓库，并检测仓库中使用的编程语言。
-
-**典型使用流程：**
-
-```python
-# 在 generate 命令中使用
-repo_path = Path.cwd()
-repo_path, languages = validate_repository(repo_path)
-# languages = [("Python", 42), ("JavaScript", 18)]
-
-# 检查是否为 Git 仓库
-if not is_git_repository(repo_path):
-    logger.warning("Not a git repository. Git features unavailable.")
-
-# 检查输出目录可写
-check_writable_output(output_dir.parent)
-```
-
-**仓库验证流程：**
-
-```mermaid
-graph TD
-    A[validate_repository] --> B{目录存在?}
-    B -->|否| C[抛出 RepositoryError]
-    B -->|是| D{包含源代码文件?}
-    D -->|否| E[抛出 RepositoryError]
-    D -->|是| F[检测编程语言]
-    F --> G[返回 repo_path 和 languages]
-```
-
-### 7. 文件系统工具
-
-文件系统工具提供安全的文件读写操作，封装了常见的文件系统操作并统一错误处理。
-
-**核心函数：**
-
-| 函数 | 说明 |
-|------|------|
-| `safe_read()` | 安全读取文件内容 |
-| `safe_write()` | 安全写入文件内容 |
-| `ensure_directory()` | 确保目录存在，不存在则创建 |
-| `check_writable_output()` | 检查输出目录是否可写 |
-| `is_git_repository()` | 检查目录是否为 Git 仓库 |
-| `get_git_commit_hash()` | 获取当前 Git 提交哈希 |
-| `get_git_branch()` | 获取当前 Git 分支名 |
-
-## 组件协作关系
-
-```mermaid
-graph TD
-    subgraph GenerateCommand[generate 命令]
-        A[配置校验]
-        B[仓库校验]
-        C[Git 操作]
-        D[文档生成]
-        E[结果输出]
-    end
-    subgraph Tools[工具库]
-        F[ConfigManager]
-        G[validate_repository]
-        H[GitManager]
-        I[ProgressTracker]
-        J[CLILogger]
-        K[handle_error]
-    end
-    A --> F
-    B --> G
-    C --> H
-    D --> I
-    A --> J
-    B --> J
-    C --> J
-    D --> J
-    E --> J
-    E --> K
-```
-
-## 常量与退出码定义
-
-工具库中定义了多个常用常量：
-
-| 常量 | 值 | 说明 |
-|------|----|------|
-| `EXIT_SUCCESS` | `0` | 成功退出 |
-| `EXIT_GENERAL_ERROR` | `1` | 通用错误 |
-| `CONFIG_DIR` | `~/.codewiki/` | 配置目录 |
-| `CONFIG_FILE` | `~/.codewiki/config.json` | 配置文件路径 |
-| `CREDENTIALS_FILE` | `~/.codewiki/credentials.json` | 凭证文件路径 |
-| `KEYRING_SERVICE` | `"codewiki"` | 密钥链服务名 |
-| `KEYRING_API_KEY_ACCOUNT` | `"api-key"` | 密钥链账户名 |
-
-## 设计要点
-
-1. **分层异常体系**：所有自定义异常继承自 `CodeWikiError` 基类，每个子类关联特定退出码，便于统一处理和用户友好的错误提示
-2. **双模式输出**：日志和进度组件均支持 verbose/normal 两种模式，verbose 模式提供详细的调试信息，normal 模式保持输出简洁
-3. **加权进度跟踪**：`ProgressTracker` 根据各阶段的实际耗时分配权重，使总体进度和 ETA 估算更准确
-4. **安全优先**：文件系统工具统一使用 `safe_read`/`safe_write`，并在写入凭证文件时设置严格的文件权限（0o600）
-5. **Git 安全操作**：创建分支前强制检查工作目录状态，防止文档生成与未提交代码混淆
-
-## 模块关系
-
-- [CLI 入口与命令](CLI%20入口与命令.md) - 工具库的主要使用者
-- [CLI 配置与模型](CLI%20配置与模型.md) - ConfigManager 依赖文件工具和错误类
-- [MCP 服务端](MCP%20服务端.md) - MCP 工具也可复用验证和文件工具
\ No newline at end of file
diff --git "a/repowiki/CLI \351\205\215\347\275\256\344\270\216\346\250\241\345\236\213.md" "b/repowiki/CLI \351\205\215\347\275\256\344\270\216\346\250\241\345\236\213.md"
deleted file mode 100644
index 44e19db1..00000000
--- "a/repowiki/CLI \351\205\215\347\275\256\344\270\216\346\250\241\345\236\213.md"	
+++ /dev/null
@@ -1,414 +0,0 @@
-# CLI 配置与模型
-
-## 模块概述
-
-CLI 配置与模型模块是 CodeWiki 配置管理和数据建模的核心层，负责管理用户的 LLM API 凭证、生成配置、作业状态跟踪以及 Agent 指令等关键数据模型。该模块采用安全优先的设计，通过系统密钥链（keyring）存储 API 密钥，并提供文件回退机制确保在各种环境下均可正常工作。
-
-### 核心功能
-
-- **安全凭证管理**：通过系统密钥链（macOS Keychain / Windows Credential Manager / Linux Secret Service）安全存储 API 密钥
-- **配置持久化**：将非敏感配置以 JSON 格式存储在 `~/.codewiki/config.json`
-- **多供应商支持**：支持 OpenAI 兼容、Anthropic、AWS Bedrock、Azure OpenAI 等多种 LLM 供应商
-- **Agent 指令系统**：支持文件过滤、模块聚焦、文档类型选择等自定义指令
-- **作业生命周期管理**：完整跟踪文档生成作业的状态、统计和元数据
-- **配置验证与迁移**：自动验证配置完整性并支持版本迁移
-
-## 架构设计
-
-```mermaid
-graph TD
-    subgraph ConfigManagement[配置管理层]
-        A[ConfigManager]
-        B[keyring 密钥链]
-        C[config.json 配置文件]
-        D[credentials.json 凭证文件]
-    end
-    subgraph ConfigModels[配置数据模型]
-        E[Configuration]
-        F[AgentInstructions]
-    end
-    subgraph JobModels[作业数据模型]
-        G[DocumentationJob]
-        H[JobStatus]
-        I[LLMConfig]
-        J[GenerationOptions]
-        K[JobStatistics]
-    end
-    subgraph Consumers[使用者]
-        L[generate 命令]
-        M[config 命令]
-        N[CLIDocumentationGenerator]
-        O[后端引擎]
-    end
-    A --> B
-    A --> C
-    A --> D
-    A --> E
-    E --> F
-    L --> A
-    M --> A
-    N --> G
-    G --> H
-    G --> I
-    G --> J
-    G --> K
-    N --> O
-```
-
-## 组件详解
-
-### 1. ConfigManager - 配置管理器
-
-`ConfigManager` 是 CodeWiki 配置管理的核心类，负责加载、保存和管理用户配置。它采用分层存储策略，将敏感信息（API 密钥）与非敏感配置分离存储。
-
-**职责：**
-- 管理系统密钥链中的 API 密钥存储（优先）
-- 管理 `~/.codewiki/config.json` 中的非敏感配置
-- 提供密钥链不可用时的文件回退机制
-- 配置加载、保存、验证和清除
-- 支持通过环境变量 `CODEWIKI_NO_KEYRING=1` 禁用密钥链
-
-**存储策略：**
-
-| 存储位置 | 内容 | 安全性 |
-|----------|------|--------|
-| 系统密钥链 | API 密钥 | 高（加密存储） |
-| `~/.codewiki/credentials.json` | API 密钥（回退） | 中（文件权限 0o600） |
-| `~/.codewiki/config.json` | 模型、URL 等非敏感配置 | 低（明文 JSON） |
-
-**核心方法：**
-
-```python
-# 初始化配置管理器
-cm = ConfigManager()
-
-# 加载配置
-if cm.load():
-    config = cm.get_config()
-    api_key = cm.get_api_key()
-
-# 保存配置
-cm.save(
-    api_key="sk-your-api-key",
-    base_url="https://api.openai.com/v1",
-    main_model="gpt-4",
-    cluster_model="gpt-3.5-turbo",
-    fallback_model="glm-4p5",
-    provider="openai-compatible",
-    max_tokens=32768,
-    max_depth=2,
-)
-
-# 检查配置是否完整
-if cm.is_configured():
-    print("配置已就绪")
-
-# 清除所有配置
-cm.clear()
-```
-
-**密钥链检测与回退流程：**
-
-```mermaid
-graph TD
-    A[初始化 ConfigManager] --> B{CODEWIKI_NO_KEYRING?}
-    B -->|是| C[禁用密钥链]
-    B -->|否| D{密钥链可用?}
-    D -->|是| E[使用密钥链存储]
-    D -->|否| F[使用文件回退]
-    E --> G{保存 API 密钥}
-    G --> H{密钥链写入成功?}
-    H -->|是| I[完成]
-    H -->|否| J[回退到文件存储]
-    J --> K[输出警告信息]
-    F --> L[写入 credentials.json]
-    L --> M[设置文件权限 0o600]
-```
-
-**支持的 LLM 供应商：**
-
-| 供应商 | provider 值 | 必需配置 |
-|--------|------------|----------|
-| OpenAI 兼容 | `openai-compatible` | base_url, main_model, cluster_model |
-| Anthropic | `anthropic` | main_model, cluster_model |
-| AWS Bedrock | `bedrock` | main_model, aws_region |
-| Azure OpenAI | `azure-openai` | base_url, api_version, azure_deployment |
-| Claude Code (CAW) | `claude-code` | main_model |
-| Codex (CAW) | `codex` | main_model |
-
-### 2. Configuration - 配置数据模型
-
-`Configuration` 是一个数据类，定义了 CodeWiki 的完整配置结构。它支持序列化/反序列化、验证和向后端配置转换。
-
-**职责：**
-- 定义所有配置字段及其默认值
-- 提供配置验证逻辑（按供应商类型区分）
-- 支持与字典的双向转换
-- 提供向后端 `Config` 的桥接转换方法
-
-**字段说明：**
-
-| 字段 | 类型 | 默认值 | 说明 |
-|------|------|--------|------|
-| `base_url` | `str` | `""` | LLM API 基础 URL |
-| `main_model` | `str` | `""` | 主模型名称 |
-| `cluster_model` | `str` | `""` | 聚类模型名称 |
-| `fallback_model` | `str` | `"glm-4p5"` | 回退模型名称 |
-| `default_output` | `str` | `"docs"` | 默认输出目录 |
-| `provider` | `str` | `"openai-compatible"` | LLM 供应商类型 |
-| `aws_region` | `str` | `"us-east-1"` | AWS 区域 |
-| `api_version` | `str` | `"2024-12-01-preview"` | Azure API 版本 |
-| `azure_deployment` | `str` | `""` | Azure 部署名称 |
-| `max_tokens` | `int` | `32768` | LLM 最大 token 数 |
-| `max_token_per_module` | `int` | `36369` | 每模块最大 token 数 |
-| `max_token_per_leaf_module` | `int` | `16000` | 每叶模块最大 token 数 |
-| `max_depth` | `int` | `2` | 层次分解最大深度 |
-| `agent_instructions` | `AgentInstructions` | 空对象 | Agent 自定义指令 |
-
-**验证规则：**
-
-```python
-# CAW 供应商（claude-code, codex）仅需验证 main_model
-if is_caw_provider(self.provider):
-    validate_model_name(self.main_model)
-    return
-
-# API 供应商需验证 URL 和所有模型名称
-validate_url(self.base_url)
-validate_model_name(self.main_model)
-validate_model_name(self.cluster_model)
-validate_model_name(self.fallback_model)
-```
-
-**与后端配置的桥接：**
-
-```python
-# 将 CLI 配置转换为后端配置
-backend_config = config.to_backend_config(
-    repo_path="/path/to/repo",
-    output_dir="/path/to/docs",
-    api_key=api_key,
-    runtime_instructions=runtime_instructions,
-)
-```
-
-### 3. AgentInstructions - Agent 指令模型
-
-`AgentInstructions` 定义了文档生成 Agent 的自定义指令，允许用户通过文件过滤、模块聚焦、文档类型和自由文本指令来定制文档生成行为。
-
-**职责：**
-- 定义文件包含/排除模式
-- 定义模块聚焦列表
-- 定义文档类型（API、架构、用户指南等）
-- 生成提示词附加内容
-
-**字段说明：**
-
-| 字段 | 类型 | 说明 | 示例 |
-|------|------|------|------|
-| `include_patterns` | `List[str]` | 文件包含模式 | `["*.cs", "*.py"]` |
-| `exclude_patterns` | `List[str]` | 文件/目录排除模式 | `["*Tests*", "*test*"]` |
-| `focus_modules` | `List[str]` | 聚焦模块列表 | `["src/core", "src/api"]` |
-| `doc_type` | `str` | 文档类型 | `"api"`, `"architecture"` |
-| `custom_instructions` | `str` | 自定义指令文本 | `"Focus on public APIs"` |
-
-**文档类型预设：**
-
-| doc_type | 预设指令 |
-|----------|----------|
-| `api` | 聚焦 API 文档：端点、参数、返回类型和使用示例 |
-| `architecture` | 聚焦架构文档：系统设计、组件关系和数据流 |
-| `user-guide` | 聚焦用户指南：功能使用、分步教程 |
-| `developer` | 聚焦开发者文档：代码结构、贡献指南和实现细节 |
-
-**指令合并策略：**
-
-在 `generate` 命令中，运行时指令与持久化配置指令会进行合并，运行时指令优先级更高：
-
-```python
-# 合并运行时指令与持久化配置
-merged = AgentInstructions(
-    include_patterns=runtime.include_patterns or config.agent_instructions.include_patterns,
-    exclude_patterns=runtime.exclude_patterns or config.agent_instructions.exclude_patterns,
-    focus_modules=runtime.focus_modules or config.agent_instructions.focus_modules,
-    doc_type=runtime.doc_type or config.agent_instructions.doc_type,
-    custom_instructions=runtime.custom_instructions or config.agent_instructions.custom_instructions,
-)
-```
-
-### 4. DocumentationJob - 文档作业模型
-
-`DocumentationJob` 代表一次完整的文档生成作业，跟踪作业的完整生命周期从创建到完成或失败。
-
-**职责：**
-- 跟踪作业状态（待处理 -> 运行中 -> 已完成/失败）
-- 记录作业元数据（仓库信息、时间戳、分支等）
-- 收集生成的文件列表
-- 存储 LLM 配置和生成选项
-- 支持 JSON 序列化/反序列化
-
-**作业生命周期：**
-
-```mermaid
-graph LR
-    A[PENDING 待处理] -->|start| B[RUNNING 运行中]
-    B -->|complete| C[COMPLETED 已完成]
-    B -->|fail| D[FAILED 失败]
-```
-
-**代码示例：**
-
-```python
-# 创建作业
-job = DocumentationJob()
-job.repository_path = "/path/to/repo"
-job.repository_name = "my-project"
-job.output_directory = "/path/to/docs"
-job.llm_config = LLMConfig(
-    main_model="gpt-4",
-    cluster_model="gpt-3.5-turbo",
-    base_url="https://api.openai.com/v1",
-)
-
-# 开始作业
-job.start()  # 状态变为 RUNNING
-
-# ... 执行文档生成 ...
-
-# 完成作业
-job.files_generated = ["overview.md", "module1.md", "index.html"]
-job.module_count = 5
-job.complete()  # 状态变为 COMPLETED
-
-# 序列化为 JSON
-json_str = job.to_json()
-
-# 从 JSON 恢复
-restored_job = DocumentationJob.from_dict(json.loads(json_str))
-```
-
-### 5. JobStatus - 作业状态枚举
-
-`JobStatus` 是一个字符串枚举，定义了文档作业的四种状态。
-
-**状态值：**
-
-| 枚举值 | 字符串值 | 说明 |
-|--------|----------|------|
-| `PENDING` | `"pending"` | 作业已创建但尚未开始 |
-| `RUNNING` | `"running"` | 作业正在执行 |
-| `COMPLETED` | `"completed"` | 作业成功完成 |
-| `FAILED` | `"failed"` | 作业执行失败 |
-
-### 6. LLMConfig - LLM 配置模型
-
-`LLMConfig` 是一个轻量级数据类，存储与文档作业关联的 LLM 配置信息。
-
-**字段：**
-
-| 字段 | 类型 | 说明 |
-|------|------|------|
-| `main_model` | `str` | 主模型名称 |
-| `cluster_model` | `str` | 聚类模型名称 |
-| `base_url` | `str` | API 基础 URL |
-
-### 7. GenerationOptions - 生成选项模型
-
-`GenerationOptions` 存储文档生成时的运行时选项，控制生成行为的各种开关。
-
-**字段：**
-
-| 字段 | 类型 | 默认值 | 说明 |
-|------|------|--------|------|
-| `create_branch` | `bool` | `False` | 是否创建 Git 文档分支 |
-| `github_pages` | `bool` | `False` | 是否生成 HTML 查看器 |
-| `no_cache` | `bool` | `False` | 是否禁用缓存 |
-| `custom_output` | `Optional[str]` | `None` | 自定义输出目录 |
-
-### 8. JobStatistics - 作业统计模型
-
-`JobStatistics` 记录文档生成作业的统计数据。
-
-**字段：**
-
-| 字段 | 类型 | 默认值 | 说明 |
-|------|------|--------|------|
-| `total_files_analyzed` | `int` | `0` | 分析的源文件总数 |
-| `leaf_nodes` | `int` | `0` | 识别的叶节点数 |
-| `max_depth` | `int` | `0` | 层次分解的最大深度 |
-| `total_tokens_used` | `int` | `0` | 使用的 LLM token 总数 |
-
-## 数据流与配置传递
-
-```mermaid
-graph TD
-    subgraph UserInput[用户输入]
-        A[codewiki config set 命令]
-        B[codewiki generate 命令行参数]
-    end
-    subgraph Storage[持久化存储]
-        C[keyring 密钥链]
-        D[config.json]
-    end
-    subgraph Runtime[运行时]
-        E[ConfigManager]
-        F[Configuration]
-        G[AgentInstructions]
-    end
-    subgraph Generation[文档生成]
-        H[CLIDocumentationGenerator]
-        I[BackendConfig]
-        J[DocumentationJob]
-    end
-    A --> E
-    E --> C
-    E --> D
-    B --> G
-    E --> F
-    F --> G
-    F --> I
-    G --> I
-    H --> I
-    H --> J
-```
-
-## 配置文件格式
-
-`~/.codewiki/config.json` 示例：
-
-```json
-{
-  "version": "1.0",
-  "base_url": "https://api.openai.com/v1",
-  "main_model": "gpt-4",
-  "cluster_model": "gpt-3.5-turbo",
-  "fallback_model": "glm-4p5",
-  "default_output": "docs",
-  "provider": "openai-compatible",
-  "max_tokens": 32768,
-  "max_token_per_module": 36369,
-  "max_token_per_leaf_module": 16000,
-  "max_depth": 2,
-  "agent_instructions": {
-    "include_patterns": ["*.py", "*.ts"],
-    "exclude_patterns": ["*test*", "*spec*"],
-    "focus_modules": ["src/core"],
-    "doc_type": "api",
-    "custom_instructions": "Include usage examples"
-  }
-}
-```
-
-## 模块关系
-
-- [CLI 入口与命令](CLI%20入口与命令.md) - 使用 ConfigManager 加载配置并传递给生成器
-- [CLI 工具库](CLI%20工具库.md) - 提供文件系统工具、错误类和验证函数
-- [后端配置](后端配置.md) - 接收 CLI Configuration 转换后的 BackendConfig
-
-## 设计要点
-
-1. **安全优先**：API 密钥优先存储在系统密钥链中，仅在密钥链不可用时回退到文件存储，并输出警告
-2. **供应商适配**：通过 `provider` 字段和 `is_caw_provider()` 判断，对不同供应商采用不同的验证和配置策略
-3. **指令合并**：运行时 CLI 参数与持久化配置指令自动合并，运行时优先
-4. **序列化友好**：所有模型类均支持 `to_dict()`/`from_dict()` 双向转换，便于 JSON 存储和传输
-5. **状态跟踪**：`DocumentationJob` 完整记录作业生命周期，支持序列化和恢复
\ No newline at end of file
diff --git "a/repowiki/LLM \345\220\216\347\253\257\344\270\216\346\234\215\345\212\241.md" "b/repowiki/LLM \345\220\216\347\253\257\344\270\216\346\234\215\345\212\241.md"
deleted file mode 100644
index fa644716..00000000
--- "a/repowiki/LLM \345\220\216\347\253\257\344\270\216\346\234\215\345\212\241.md"	
+++ /dev/null
@@ -1,393 +0,0 @@
-# LLM 后端与服务
-
-## 模块概述
-
-LLM 后端与服务模块是 CodeWiki-CN 的核心基础设施，负责统一管理所有大语言模型（LLM）的调用方式。该模块通过抽象层设计，将两种截然不同的 LLM 调用模式——**API 密钥模式**和**订阅模式**——封装在同一个接口之下，使得上层文档生成逻辑可以无缝切换不同的 LLM 提供商。
-
-### 核心功能
-
-- **统一抽象接口**：`LLMBackend` 定义了单次补全（`complete`）和异步 Agent 循环（`run_module_agent`）两个核心方法
-- **工厂模式选择**：`get_backend` 根据配置自动实例化正确的后端实现
-- **多提供商支持**：支持 OpenAI 兼容 API、Anthropic、AWS Bedrock、Azure OpenAI 以及 Claude Code/Codex CLI 订阅模式
-- **回退链机制**：通过 `FallbackModel` 实现主模型到备用模型的自动切换
-- **兼容性适配**：`CompatibleOpenAIModel` 修补非标准 API 代理响应
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph BackendLayer["LLMBackend 抽象层"]
-        LLMBackend["LLMBackend<br/>抽象基类"]
-        get_backend["get_backend<br/>工厂函数"]
-    end
-
-    subgraph Implementations["后端实现"]
-        PydanticAIBackend["PydanticAIBackend<br/>API 密钥模式"]
-        CawBackend["CawBackend<br/>订阅 CLI 模式"]
-    end
-
-    subgraph Services["LLM 服务层"]
-        CompatibleOpenAIModel["CompatibleOpenAIModel"]
-        call_llm["call_llm"]
-        FallbackModel["FallbackModel"]
-        create_fallback_models["create_fallback_models"]
-    end
-
-    subgraph Providers["LLM 提供商"]
-        OpenAI["OpenAI 兼容 API"]
-        Anthropic["Anthropic"]
-        Bedrock["AWS Bedrock"]
-        Azure["Azure OpenAI"]
-        ClaudeCLI["Claude Code CLI"]
-        CodexCLI["Codex CLI"]
-    end
-
-    subgraph Tools["Agent 工具"]
-        CawToolKit["CawToolKit<br/>MCP 工具服务器"]
-    end
-
-    get_backend --> PydanticAIBackend
-    get_backend --> CawBackend
-    PydanticAIBackend --> call_llm
-    PydanticAIBackend --> create_fallback_models
-    create_fallback_models --> CompatibleOpenAIModel
-    CompatibleOpenAIModel --> OpenAI
-    call_llm --> OpenAI
-    call_llm --> Anthropic
-    call_llm --> Bedrock
-    call_llm --> Azure
-    CawBackend --> ClaudeCLI
-    CawBackend --> CodexCLI
-    CawBackend --> CawToolKit
-```
-
-## 组件详解
-
-### 1. LLMBackend — 抽象基类
-
-`LLMBackend` 是整个后端系统的核心抽象，定义了两个必须由子类实现的接口方法。
-
-**文件路径**: `codewiki/src/be/backend.py`
-
-```python
-class LLMBackend(abc.ABC):
-    """抽象 LLM 后端，供文档生成器使用。"""
-
-    @abc.abstractmethod
-    def complete(self, prompt: str, *, model: str | None = None,
-                 temperature: float = 0.0) -> str:
-        """单次文本补全——用于聚类、父模块/仓库概览生成。"""
-
-    @abc.abstractmethod
-    async def run_module_agent(self, module_name: str,
-                               components: Dict[str, "Node"],
-                               core_component_ids: List[str],
-                               module_path: List[str],
-                               working_dir: str) -> Dict[str, Any]:
-        """运行模块级 Agent 循环——用于逐模块文档生成。"""
-```
-
-**设计意图**：
-- `complete` 用于简单的同步单次调用场景（如模块聚类、概览生成）
-- `run_module_agent` 用于复杂的多轮异步 Agent 交互（如叶子模块文档生成），支持工具调用和递归子 Agent
-
-### 2. get_backend — 工厂函数
-
-工厂函数根据配置中的 `provider` 字段决定实例化哪个后端。
-
-```python
-CAW_PROVIDERS = frozenset({"claude-code", "codex"})
-
-def is_caw_provider(provider: str) -> bool:
-    """判断是否为 caw 订阅模式提供商。"""
-    return provider in CAW_PROVIDERS
-
-def get_backend(config) -> "LLMBackend":
-    """根据 config.provider 返回对应的后端实例。"""
-    provider = getattr(config, "provider", "openai-compatible")
-    if is_caw_provider(provider):
-        from codewiki.src.be.caw_backend import CawBackend
-        return CawBackend(config)
-    from codewiki.src.be.pydantic_ai_backend import PydanticAIBackend
-    return PydanticAIBackend(config)
-```
-
-**延迟导入策略**：工厂函数使用局部 `import` 而非模块顶层导入，避免了循环依赖，同时确保不使用的后端实现不会被加载。
-
-### 3. PydanticAIBackend — API 密钥模式
-
-`PydanticAIBackend` 是基于 pydantic-ai 框架和 OpenAI 兼容客户端的后端实现，使用 API 密钥进行认证。
-
-**文件路径**: `codewiki/src/be/pydantic_ai_backend.py`
-
-**核心特性**：
-- 使用 `FallbackModel` 构建主模型 + 备用模型的回退链
-- Agent 工具集根据模块复杂度动态调整：
-  - 复杂模块（多文件）：配备 `read_code_components`、`str_replace_editor`、`generate_sub_module_documentation` 三个工具
-  - 叶子模块（单文件）：仅配备 `read_code_components` 和 `str_replace_editor`
-
-```python
-class PydanticAIBackend(LLMBackend):
-    def __init__(self, config: Config) -> None:
-        self._config = config
-        self._fallback_models = create_fallback_models(config)
-        self._custom_instructions = config.get_prompt_addition()
-
-    def complete(self, prompt: str, *, model=None, temperature=0.0) -> str:
-        return call_llm(prompt, self._config, model=model,
-                        temperature=temperature)
-
-    async def run_module_agent(self, module_name, components,
-                               core_component_ids, module_path,
-                               working_dir) -> Dict[str, Any]:
-        # 检查文档是否已存在（幂等性）
-        # 根据模块复杂度选择不同的 Agent 工具集
-        # 创建 CodeWikiDeps 依赖注入上下文
-        # 运行 Agent 并保存模块树
-```
-
-**Agent 运行流程**：
-
-```mermaid
-graph TD
-    Start["run_module_agent 入口"] --> CheckExist{"文档已存在?"}
-    CheckExist -->|是| Return["返回 module_tree"]
-    CheckExist -->|否| CheckComplex{"is_complex_module?"}
-    CheckComplex -->|是| FullAgent["创建完整 Agent<br/>含子模块工具"]
-    CheckComplex -->|否| LeafAgent["创建叶子 Agent<br/>仅读写工具"]
-    FullAgent --> CreateDeps["创建 CodeWikiDeps"]
-    LeafAgent --> CreateDeps
-    CreateDeps --> RunAgent["agent.run 执行"]
-    RunAgent --> SaveTree["保存 module_tree.json"]
-    SaveTree --> Return
-```
-
-### 4. CawBackend — 订阅 CLI 模式
-
-`CawBackend` 通过 `claude` 或 `codex` CLI 二进制文件路由所有 LLM 调用，使用用户的 OAuth 订阅认证，无需 API 密钥。
-
-**文件路径**: `codewiki/src/be/caw_backend.py`
-
-**关键设计**：
-
-| 特性 | 说明 |
-|------|------|
-| 提供商映射 | `claude-code` → `claude_code`，`codex` → `codex` |
-| 工具组控制 | 禁用 WRITER/INTERACTION/WEB，仅启用 READER + PARALLEL |
-| 超时补丁 | Codex MCP 工具超时设为 24 小时，防止长递归被取消 |
-| 工作目录管理 | Agent 运行期间 `os.chdir` 到文档输出目录 |
-| 心跳机制 | 子模块递归期间每 10 秒发送 MCP 进度通知 |
-
-```python
-class CawBackend(LLMBackend):
-    def __init__(self, config: Config) -> None:
-        self._config = config
-        self._caw_provider = _resolve_caw_provider(config.provider)
-        self._model = config.main_model or None
-        # 验证 CLI 二进制文件是否可用
-        cli = _CLI_BINARY[config.provider]
-        if shutil.which(cli) is None:
-            raise RuntimeError(
-                f"Subscription mode requires the '{cli}' CLI on PATH."
-            )
-```
-
-**工具组策略**：
-
-```python
-# 禁用内置 Write/Edit，强制使用 CodeWiki 的 str_replace_editor
-# 确保 Mermaid 验证在两种后端中一致运行
-_AGENT_TOOL_GROUP = ToolGroup.READER | ToolGroup.PARALLEL
-
-def _agent_tool_group_for_provider(provider: str) -> ToolGroup:
-    if provider == "codex":
-        # Codex 需要 EXEC 模式才能使用 MCP 工具
-        return _AGENT_TOOL_GROUP | ToolGroup.EXEC
-    return _AGENT_TOOL_GROUP
-```
-
-**异步到同步桥接**：
-
-CawBackend 的核心挑战是 caw 库通过 `subprocess.Popen` 调用 CLI，是阻塞操作。解决方案是使用 `asyncio.to_thread` 将阻塞调用移至工作线程：
-
-```python
-async def run_module_agent(self, ...):
-    set_main_loop(asyncio.get_running_loop())
-    return await asyncio.to_thread(
-        self._run_module_agent_sync,
-        module_name, components, core_component_ids,
-        module_path, working_dir,
-    )
-```
-
-### 5. CompatibleOpenAIModel — 兼容性适配
-
-某些 OpenAI 兼容 API 代理返回的响应不完全符合标准，例如 `choices[].index` 可能为 `None`。`CompatibleOpenAIModel` 在 pydantic 验证之前修补这些字段。
-
-**文件路径**: `codewiki/src/be/llm_services.py`
-
-```python
-class CompatibleOpenAIModel(OpenAIModel):
-    """修补非标准 API 代理响应的 OpenAIModel 子类。"""
-
-    def _validate_completion(self, response):
-        if response.choices:
-            for i, choice in enumerate(response.choices):
-                if choice.index is None:
-                    choice.index = i
-        return super()._validate_completion(response)
-```
-
-### 6. LLM 服务层 — llm_services
-
-LLM 服务层提供了一系列工厂函数和调用函数，是整个 LLM 调用的底层基础。
-
-**文件路径**: `codewiki/src/be/llm_services.py`
-
-#### 模型创建工厂
-
-```python
-def create_main_model(config: Config) -> CompatibleOpenAIModel:
-    """从配置创建主 LLM 模型。"""
-    return CompatibleOpenAIModel(
-        model_name=config.main_model,
-        provider=OpenAIProvider(
-            base_url=config.llm_base_url,
-            api_key=config.llm_api_key
-        ),
-        settings=_build_model_settings(config, config.main_model)
-    )
-
-def create_fallback_models(config: Config) -> FallbackModel:
-    """创建主模型 + 备用模型的回退链。"""
-    main = create_main_model(config)
-    fallback = create_fallback_model(config)
-    return FallbackModel(main, fallback)
-```
-
-#### call_llm — 统一补全函数
-
-`call_llm` 函数根据 `provider` 自动选择调用路径：
-
-```mermaid
-graph LR
-    call_llm["call_llm"] --> CheckProvider{"provider?"}
-    CheckProvider -->|openai-compatible| OpenAIClient["OpenAI 客户端直调"]
-    CheckProvider -->|bedrock| LiteLLM["litellm 转译"]
-    CheckProvider -->|anthropic| LiteLLM
-    CheckProvider -->|azure-openai| AzureClient["AzureOpenAI 客户端"]
-```
-
-**Token 参数自适应**：
-
-较新的 OpenAI 模型（o1、o3、o4、gpt-4o、gpt-5 等）需要 `max_completion_tokens` 而非传统的 `max_tokens`。服务层通过 `_should_use_max_completion_tokens` 智能判断，并在首次请求失败时自动切换到另一个参数名重试。
-
-```python
-def call_llm(prompt, config, model=None, temperature=0.0) -> str:
-    # 1. 根据提供商选择调用路径
-    # 2. 智能选择 max_tokens 或 max_completion_tokens
-    # 3. 如果服务器拒绝，自动切换到另一个参数重试
-    # 4. 返回 response.choices[0].message.content
-```
-
-### 7. CawToolKit — MCP 工具服务器
-
-`CawToolKit` 将 CodeWiki 的三个核心 Agent 工具以 caw MCP 服务器的形式暴露给 caw Agent。
-
-**文件路径**: `codewiki/src/be/caw_toolkit.py`
-
-**工具列表**：
-
-| 工具名 | 功能 |
-|--------|------|
-| `read_code_components` | 读取组件源代码 |
-| `str_replace_editor` | 文件查看/创建/编辑/撤销 |
-| `generate_sub_module_documentation` | 子模块文档递归生成 |
-
-```python
-class CawToolKit(
-    ToolKit,
-    server_name="codewiki_tools",
-    display_name="CodeWiki Tools",
-):
-    def __init__(self, deps: CodeWikiDeps,
-                 backend: "CawBackend",
-                 allow_subagent: bool) -> None:
-        self._deps = deps
-        self._backend = backend
-        self._allow_subagent = allow_subagent
-```
-
-**安全控制**：
-- 路径验证：拒绝绝对路径，防止写入工作目录之外的文件
-- 路径遍历防护：验证 `..` 段不会逃逸 `base_dir`
-- 命令白名单：`repo` 工作目录仅允许 `view` 命令
-- 子 Agent 控制：叶子模块禁用 `generate_sub_module_documentation` 工具
-
-**子模块递归与心跳**：
-
-```python
-async def generate_sub_module_documentation(self, sub_module_specs, ctx):
-    if not self._allow_subagent:
-        return "generate_sub_module_documentation is NOT available..."
-    # 在工作线程中运行阻塞递归
-    work = asyncio.create_task(
-        asyncio.to_thread(self._run_sub_modules, sub_module_specs)
-    )
-    # 心跳任务防止 CLI 取消长工具调用
-    heartbeat = asyncio.create_task(_heartbeat(ctx, work))
-    try:
-        return await work
-    finally:
-        heartbeat.cancel()
-```
-
-## 数据流
-
-```mermaid
-graph TD
-    Config["Config 配置"] --> get_backend["get_backend 工厂"]
-    get_backend --> Backend["LLMBackend 实例"]
-
-    Backend --> Complete["complete 单次补全"]
-    Backend --> Agent["run_module_agent 模块 Agent"]
-
-    Complete --> Cluster["模块聚类"]
-    Complete --> Overview["概览生成"]
-
-    Agent --> Tools["Agent 工具调用"]
-    Tools --> ReadCode["read_code_components"]
-    Tools --> EditFile["str_replace_editor"]
-    Tools --> SubModule["generate_sub_module_documentation"]
-
-    SubModule -->|递归| Agent
-```
-
-## 提供商对比
-
-| 特性 | PydanticAIBackend | CawBackend |
-|------|-------------------|------------|
-| 认证方式 | API 密钥 | OAuth 订阅 |
-| LLM 调用 | pydantic-ai + OpenAI 客户端 | caw 库 + CLI 子进程 |
-| 模型回退 | FallbackModel 自动回退 | 无内置回退链 |
-| 工具暴露 | pydantic-ai Tool 注册 | MCP 服务器（CawToolKit） |
-| 温度控制 | 支持 | CLI 不暴露温度参数 |
-| 并发模型 | 异步原生 | asyncio.to_thread 桥接 |
-| Codex 支持 | 不适用 | 需要额外 EXEC 工具组 |
-
-## 跨模块引用
-
-- [Agent 工具集](Agent%20工具集.md)：详细介绍 `read_code_components`、`str_replace_editor`、`generate_sub_module_documentation` 的实现
-- [后端工具与流程](后端工具与流程.md)：展示 `DocumentationGenerator` 如何调用后端接口完成端到端文档生成
-
-## 配置参数参考
-
-| 参数 | 说明 | 示例 |
-|------|------|------|
-| `provider` | LLM 提供商类型 | `openai-compatible`, `claude-code`, `bedrock` |
-| `main_model` | 主模型名称 | `gpt-4o`, `claude-sonnet-4-20250514` |
-| `fallback_model` | 备用模型名称 | `gpt-4o-mini` |
-| `llm_base_url` | API 基础 URL | `https://api.openai.com/v1` |
-| `llm_api_key` | API 密钥 | `sk-...` |
-| `max_tokens` | 最大输出 token 数 | `4096` |
-| `cluster_model` | 聚类专用模型 | `gpt-4o-mini` |
diff --git "a/repowiki/MCP \344\274\232\350\257\235\344\270\216\345\267\245\344\275\234\345\214\272.md" "b/repowiki/MCP \344\274\232\350\257\235\344\270\216\345\267\245\344\275\234\345\214\272.md"
deleted file mode 100644
index 09a53479..00000000
--- "a/repowiki/MCP \344\274\232\350\257\235\344\270\216\345\267\245\344\275\234\345\214\272.md"	
+++ /dev/null
@@ -1,340 +0,0 @@
-# MCP 会话与工作区
-
-## 模块概述
-
-MCP 会话与工作区是 CodeWiki-CN 的 MCP 子系统中的基础设施层，负责管理文档生成过程中所有工具调用的**状态持久化**、**生命周期管理**和**文件系统操作**。该模块包含三个核心组件：`SessionState`（会话状态数据类）、`SessionStore`（线程安全的会话存储）和 `SessionWorkspace`（磁盘工作区管理器），共同构成了所有 MCP 工具函数运行时的基础支撑。
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph MCPLayer[MCP 工具层]
-        A[analyze_repo]
-        B[read_code_components]
-        C[write_doc_file]
-        D[save_module_tree]
-    end
-    subgraph SessionLayer[会话与工作区层]
-        E[SessionState]
-        F[SessionStore]
-        G[SessionWorkspace]
-    end
-    subgraph FilesystemLayer[文件系统层]
-        H[.codewiki/sessions/]
-        I[sources/]
-        J[JSON 数据文件]
-    end
-    A --> F
-    B --> F
-    C --> F
-    D --> F
-    F --> E
-    F --> G
-    E --> G
-    G --> H
-    G --> I
-    G --> J
-```
-
-## 组件详解
-
-### 1. SessionState — 会话状态数据类
-
-#### 职责
-
-`SessionState` 是一个数据类（dataclass），封装了单个 MCP 会话运行期间所有工具需要共享的可变状态。每个活跃的文档生成任务对应一个 `SessionState` 实例。
-
-#### 字段说明
-
-| 字段 | 类型 | 默认值 | 说明 |
-|------|------|---------|------|
-| `session_id` | `str` | 必填 | 会话唯一标识符（12位十六进制） |
-| `repo_path` | `str` | 必填 | 代码仓库根目录路径 |
-| `output_dir` | `str` | 必填 | 文档输出目录路径 |
-| `components` | `Dict[str, Node]` | 必填 | 组件 ID 到 Node 对象的映射 |
-| `leaf_nodes` | `List[str]` | 必填 | 叶子节点 ID 列表 |
-| `module_tree` | `Dict[str, Any]` | `{}` | 模块聚类树结构 |
-| `registry` | `Dict[str, Any]` | `{}` | 通用注册表（存储编辑历史等） |
-| `workspace` | `Optional[SessionWorkspace]` | `None` | 关联的磁盘工作区 |
-| `created_at` | `float` | `time.time()` | 会话创建时间戳 |
-| `last_accessed` | `float` | `time.time()` | 最近访问时间戳 |
-
-#### 过期检测与续期
-
-```python
-class SessionState:
-    def touch(self) -> None:
-        """更新最近访问时间戳，保持会话活跃。"""
-        self.last_accessed = time.time()
-
-    @property
-    def is_expired(self) -> bool:
-        """检查会话是否已超时。"""
-        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS
-```
-
-`touch()` 方法在每次通过 `SessionStore.get()` 访问会话时自动调用，确保活跃会话不会因超时被清理。`is_expired` 属性基于 `_SESSION_TTL_SECONDS` 常量判断会话是否已超过空闲时间阈值。
-
-#### 数据流向
-
-```mermaid
-graph LR
-    A["analyze_repo 创建 SessionState"] --> B["填充 components/leaf_nodes"]
-    B --> C["关联 SessionWorkspace"]
-    C --> D["后续工具通过 store.get() 读取"]
-    D --> E["自动调用 touch() 续期"]
-    E --> F["工具修改 module_tree/registry"]
-```
-
----
-
-### 2. SessionStore — 线程安全的会话存储
-
-#### 职责
-
-`SessionStore` 是一个内存中的会话管理器，提供线程安全的会话创建、查询和删除操作。它管理所有并发 MCP 工具调用的会话生命周期，并实现了自动过期清理和容量限制驱逐机制。
-
-#### 核心操作
-
-| 方法 | 功能 | 线程安全 |
-|------|------|---------|
-| `create()` | 创建新会话，自动清理过期会话和驱逐最旧会话 | 是 |
-| `get()` | 获取会话，自动续期；过期会话自动清理并返回 None | 是 |
-| `remove()` | 显式删除会话 | 是 |
-| `_purge_expired_locked()` | 批量清理所有过期会话（内部方法） | 需持有锁 |
-
-#### 会话创建流程
-
-```mermaid
-graph TD
-    A[调用 create] --> B[获取线程锁]
-    B --> C[_purge_expired_locked]
-    C --> D{"达到容量上限?"}
-    D -->|是| E[找到最旧会话]
-    E --> F[清理其工作区]
-    F --> G[删除最旧会话]
-    G --> H[生成 session_id]
-    D -->|否| H
-    H --> I{"ID 冲突?"}
-    I -->|是| H
-    I -->|否| J[创建 SessionState]
-    J --> K[注册到 _sessions]
-    K --> L[释放锁并返回]
-```
-
-#### 容量管理与驱逐策略
-
-当活跃会话数量达到 `_MAX_SESSIONS` 上限时，系统会自动驱逐 `last_accessed` 时间最早的会话。驱逐过程包括：
-
-1. 找到最旧访问的会话
-2. 调用该会话的 `workspace.cleanup()` 清理磁盘文件
-3. 从 `_sessions` 字典中移除
-
-```python
-if len(self._sessions) >= _MAX_SESSIONS:
-    oldest_id = min(
-        self._sessions,
-        key=lambda sid: self._sessions[sid].last_accessed,
-    )
-    evicted = self._sessions[oldest_id]
-    if evicted.workspace is not None:
-        evicted.workspace.cleanup()
-    del self._sessions[oldest_id]
-```
-
-#### 会话 ID 生成策略
-
-会话 ID 使用 `uuid.uuid4().hex[:12]` 生成，即取 UUID4 的前 12 位十六进制字符。生成后检查是否与现有会话冲突，若冲突则重新生成：
-
-```python
-session_id = uuid.uuid4().hex[:12]
-while session_id in self._sessions:
-    session_id = uuid.uuid4().hex[:12]
-```
-
-#### 过期会话的懒清理
-
-`get()` 方法实现了懒清理策略：访问会话时若发现已过期，立即清理其工作区并从存储中移除，然后返回 `None`。这避免了需要单独的定时清理线程。
-
-```python
-def get(self, session_id: str) -> Optional[SessionState]:
-    with self._lock:
-        state = self._sessions.get(session_id)
-        if state is None:
-            return None
-        if state.is_expired:
-            if state.workspace is not None:
-                state.workspace.cleanup()
-            del self._sessions[session_id]
-            return None
-        state.touch()  # 自动续期
-        return state
-```
-
----
-
-### 3. SessionWorkspace — 磁盘工作区管理器
-
-#### 职责
-
-`SessionWorkspace` 管理单个会话在磁盘上的文件空间，提供结构化的 JSON 数据写入、源码文件写入和清理功能。每个工作区对应一个唯一的目录路径。
-
-#### 目录结构
-
-```
-{repo_path}/
-  .codewiki/
-    sessions/
-      {session_id}/         <- SessionWorkspace.root
-        component_index.json
-        leaf_nodes.json
-        languages.json
-        summary.json
-        changes.json
-        processing_order.json
-        sources/             <- 源码文件目录
-          pkg__module.py____MyClass.src
-          ...
-```
-
-工作区目录固定位于 `{repo_path}/.codewiki/sessions/{session_id}/`，初始化时自动创建根目录和 `sources/` 子目录。
-
-#### 核心方法
-
-| 方法 | 功能 | 返回 |
-|------|------|------|
-| `write_json(name, data)` | 写入格式化的 JSON 文件 | `Path` 文件路径 |
-| `write_component_source(cid, source, lang)` | 写入组件源码（含头部注释） | `Path` 文件路径 |
-| `read_json(name)` | 读取 JSON 文件内容 | 解析后的对象或 `None` |
-| `cleanup()` | 删除会话目录并尝试清理空父目录 | `None` |
-
-#### JSON 数据写入
-
-`write_json` 将 Python 数据对象序列化为缩进为 2 的格式化 JSON，使用 UTF-8 编码写入：
-
-```python
-def write_json(self, name: str, data: Any) -> Path:
-    p = self.root / name
-    p.write_text(
-        json.dumps(data, indent=2, ensure_ascii=False),
-        encoding="utf-8"
-    )
-    return p
-```
-
-#### 源码文件写入
-
-`write_component_source` 将组件源码写入 `sources/` 子目录，文件名通过 `_safe_filename` 函数生成，并自动添加组件元信息头部：
-
-```python
-def write_component_source(self, component_id, source, language=""):
-    p = self.root / "sources" / _safe_filename(component_id)
-    header = f"// Component: {component_id}\n// Language: {language}\n"
-    p.write_text(header + source, encoding="utf-8")
-    return p
-```
-
----
-
-### 4. _safe_filename — 文件名安全转换
-
-#### 职责
-
-`_safe_filename` 是一个内部辅助函数，将组件 ID（可能包含 `::`、`/` 等特殊字符）转换为文件系统安全的文件名。转换规则：
-
-- 将 `::` 替换为 `____`（四个下划线）
-- 将路径分隔符替换为 `__`
-- 添加 `.src` 扩展名
-
-例如：
-- `pkg::module.py::MyClass` → `pkg__module.py____MyClass.src`
-- `src/components/Button.tsx` → `src__components__Button.tsx.src`
-
-## 生命周期管理
-
-```mermaid
-graph TD
-    A["create() 创建会话"] --> B["SessionState 实例化"]
-    B --> C["SessionWorkspace 初始化磁盘目录"]
-    C --> D["工具调用期间: get() + touch() 续期"]
-    D --> E{"会话状态"}
-    E -->|"正常活跃"| D
-    E -->|"超时未访问"| F["get() 触发懒清理"]
-    E -->|"达到容量上限"| G["create() 驱逐最旧会话"]
-    E -->|"显式删除"| H["remove() 清理"]
-    F --> I["workspace.cleanup()"]
-    G --> I
-    H --> J["从 _sessions 移除"]
-    I --> J
-    J --> K["删除磁盘目录"]
-    K --> L["尝试清理空父目录"]
-```
-
-## 线程安全机制
-
-`SessionStore` 使用 `threading.Lock` 确保所有会话操作的线程安全性：
-
-- **create** — 在锁内完成清理、驱逐、ID 生成和注册的全过程
-- **get** — 在锁内检查过期、清理和续期，避免并发访问导致的状态不一致
-- **remove** — 在锁内执行字典的 pop 操作
-- **_purge_expired_locked** — 仅在持有锁时调用，遍历并清理所有过期会话
-
-```mermaid
-graph LR
-    A["线程 A: create()"] --> B["获取 _lock"]
-    C["线程 B: get()"] --> D["等待 _lock"]
-    B --> E["创建会话"]
-    E --> F["释放 _lock"]
-    F --> D
-    D --> G["获取 _lock"]
-    G --> H["查询会话"]
-    H --> I["释放 _lock"]
-```
-
-## 工作区清理策略
-
-`cleanup()` 方法实现了级联式的目录清理：
-
-```python
-def cleanup(self) -> None:
-    # 1. 删除会话目录及其所有内容
-    if self.root.exists():
-        shutil.rmtree(self.root, ignore_errors=True)
-    # 2. 尝试清理空的父目录
-    sessions_dir = self.root.parent  # .codewiki/sessions
-    if sessions_dir.exists() and not any(sessions_dir.iterdir()):
-        sessions_dir.rmdir()
-        base_dir = sessions_dir.parent  # .codewiki
-        if base_dir.exists() and not any(base_dir.iterdir()):
-            base_dir.rmdir()
-```
-
-清理过程：
-
-1. 使用 `shutil.rmtree` 删除整个会话目录（`ignore_errors=True` 容忍部分失败）
-2. 向上检查 `sessions/` 目录是否为空，若空则删除
-3. 继续向上检查 `.codewiki/` 目录是否为空，若空则删除
-
-这种级联清理确保不会留下空的目录结构。
-
-## 与相关模块的关系
-
-- [MCP 工具集](MCP_工具集.md) — 所有工具函数通过 `SessionStore` 获取会话状态，通过 `SessionWorkspace` 读写文件
-- [MCP 服务器](MCP_服务器.md) — MCP 服务器在启动时创建 `SessionStore` 实例并注入到各工具函数
-- [依赖分析引擎](依赖分析引擎.md) — 分析结果（`components`、`leaf_nodes`）存储在 `SessionState` 中
-
-## 配置常量
-
-| 常量 | 说明 |
-|------|------|
-| `_SESSION_TTL_SECONDS` | 会话空闲超时时间（秒） |
-| `_MAX_SESSIONS` | 最大并发会话数 |
-| `_WORKSPACE_REL` | 工作区相对路径前缀，固定为 `.codewiki/sessions` |
-
-## 设计亮点
-
-- **零拷贝数据共享**：所有工具函数通过同一个 `SessionState` 实例共享组件数据和中间结果，无需序列化传输
-- **懒过期清理**：会话过期检测在 `get()` 时触发，避免了后台清理线程的复杂性
-- **磁盘传递模式**：大数据量内容（源码、组件索引）通过工作区文件传递，MCP 响应仅包含文件路径
-- **级联目录清理**：工作区删除时自动向上清理空目录，保持仓库目录整洁
-- **文件名安全转换**：`_safe_filename` 确保所有组件 ID 均可安全用作文件名，避免特殊字符问题
diff --git "a/repowiki/MCP \345\215\217\350\256\256\346\234\215\345\212\241\345\231\250.md" "b/repowiki/MCP \345\215\217\350\256\256\346\234\215\345\212\241\345\231\250.md"
deleted file mode 100644
index 05b3dde5..00000000
--- "a/repowiki/MCP \345\215\217\350\256\256\346\234\215\345\212\241\345\231\250.md"	
+++ /dev/null
@@ -1,180 +0,0 @@
-# MCP 协议服务器
-
-## 模块概述
-
-MCP 协议服务器是 CodeWiki-CN 系统对外暴露文档生成能力的标准化接口层。它基于 MCP（Model Context Protocol）协议，通过 stdio JSON-RPC 传输方式，为 IDE 智能体（如 Claude、Cursor 等）提供了一组结构化的工具函数，使其能够以编程方式驱动代码仓库的文档生成全流程。
-
-与 CLI 命令行工具面向人类用户不同，MCP 服务器面向的是 LLM 智能体。智能体通过调用 MCP 工具完成从仓库分析、源码读取、模块聚类到文档写入的端到端流程。这种设计使 CodeWiki-CN 可以无缝嵌入各种 AI 编程助手的工作流中，成为其代码理解与文档生成能力的延伸。
-
-## 子模块架构
-
-```mermaid
-graph TD
-    subgraph MCPServer["MCP 协议服务器"]
-        ToolLayer["MCP 工具集"]
-        SessionLayer["MCP 会话与工作区"]
-    end
-
-    subgraph IDE["IDE 智能体"]
-        Agent["LLM Agent"]
-    end
-
-    subgraph Engine["后端核心引擎"]
-        DepBuilder["DependencyGraphBuilder"]
-    end
-
-    Agent -->|"stdio JSON-RPC"| ToolLayer
-    ToolLayer --> SessionLayer
-    ToolLayer --> DepBuilder
-```
-
-## 子模块说明
-
-### MCP 工具集
-
-[MCP 工具集](MCP%20工具集.md) 是 MCP 服务器的功能核心，提供了 7 个工具函数，覆盖文档生成全流程的各个环节。
-
-**工具清单：**
-
-| 工具名 | 所在文件 | 功能 |
-|--------|---------|------|
-| `analyze_repo` | analysis.py | 分析仓库依赖结构，创建会话和工作区 |
-| `read_code_components` | code_reader.py | 将组件源码写入工作区文件（避免内联传输） |
-| `write_doc_file` | doc_writer.py | 在输出目录创建新文档文件 |
-| `edit_doc_file` | doc_writer.py | 编辑已有文档（支持 str_replace/insert/undo） |
-| `save_module_tree` | module_tree.py | 保存模块聚类树（双文件策略：快照 + 工作副本） |
-| `get_processing_order` | module_tree.py | 获取叶子优先的处理顺序 |
-| `get_prompt` | prompt_server.py | 获取提示词模板（cluster/system_leaf/overview_module） |
-
-**工具调用全流程：**
-
-```mermaid
-graph TD
-    S1["1. analyze_repo"] --> S2["2. get_prompt cluster"]
-    S2 --> S3["3. save_module_tree"]
-    S3 --> S4["4. get_processing_order"]
-    S4 --> S5["5. 遍历处理顺序"]
-    S5 --> S6{"叶子模块?"}
-    S6 -->|是| S7["get_prompt system_leaf"]
-    S7 --> S8["read_code_components"]
-    S8 --> S9["write_doc_file"]
-    S6 -->|否| S10["get_prompt overview_module"]
-    S10 --> S11["write_doc_file"]
-    S9 --> S12{"还有模块?"}
-    S11 --> S12
-    S12 -->|是| S5
-    S12 -->|否| S13["文档生成完成"]
-```
-
-**关键设计特性：**
-- **文件传递模式**：大数据量（源码、组件索引、处理顺序）通过写入工作区文件传递，MCP 响应仅返回文件路径，显著降低 token 消耗
-- **Mermaid 自动验证**：每次 `write_doc_file` 和 `edit_doc_file` 操作后自动校验 Mermaid 图表语法
-- **编辑可撤销**：`edit_doc_file` 内置编辑历史栈，支持安全的 undo 操作
-- **增量更新感知**：通过 git 差异或文件修改时间检测仓库变更，智能引导智能体仅更新受影响模块
-
-### MCP 会话与工作区
-
-[MCP 会话与工作区](MCP%20会话与工作区.md) 是 MCP 服务器的基础设施层，管理所有工具调用的状态持久化和文件系统操作。
-
-**三大核心组件：**
-
-| 组件 | 职责 | 关键特性 |
-|------|------|----------|
-| `SessionState` | 封装单个会话的可变状态 | 支持过期检测（`is_expired`）和自动续期（`touch()`） |
-| `SessionStore` | 线程安全的会话管理器 | 自动过期清理 + 容量限制驱逐（LRU 策略） |
-| `SessionWorkspace` | 磁盘工作区管理器 | 结构化 JSON 写入、源码文件管理、级联目录清理 |
-
-**会话生命周期：**
-
-```mermaid
-graph TD
-    Create["create 创建会话"] --> Init["SessionState 实例化"]
-    Init --> Disk["SessionWorkspace 初始化磁盘目录"]
-    Disk --> Active["活跃期间 get + touch 续期"]
-    Active --> Check{"会话状态"}
-    Check -->|正常| Active
-    Check -->|超时| LazyClean["get 触发懒清理"]
-    Check -->|容量上限| Evict["create 驱逐最旧会话"]
-    Check -->|显式删除| Remove["remove 清理"]
-    LazyClean --> Cleanup["workspace.cleanup"]
-    Evict --> Cleanup
-    Remove --> Cleanup
-    Cleanup --> Done["删除磁盘目录和空父目录"]
-```
-
-**磁盘工作区结构：**
-
-```
-{repo_path}/
-  .codewiki/
-    sessions/
-      {session_id}/
-        component_index.json
-        leaf_nodes.json
-        languages.json
-        summary.json
-        changes.json
-        processing_order.json
-        sources/
-          pkg__module.py____MyClass.src
-```
-
-**线程安全机制**：`SessionStore` 使用 `threading.Lock` 保护所有会话操作（create/get/remove），确保并发 MCP 工具调用的状态一致性。
-
-## 系统架构
-
-```mermaid
-graph TD
-    subgraph Client["MCP 客户端"]
-        IDEAgent["IDE Agent"]
-    end
-
-    subgraph Server["MCP 协议服务器"]
-        subgraph Tools["MCP 工具集"]
-            Analyze["analyze_repo"]
-            ReadCode["read_code_components"]
-            WriteDoc["write_doc_file"]
-            EditDoc["edit_doc_file"]
-            SaveTree["save_module_tree"]
-            GetOrder["get_processing_order"]
-            GetPrompt["get_prompt"]
-        end
-        subgraph Session["会话与工作区"]
-            Store["SessionStore"]
-            State["SessionState"]
-            Workspace["SessionWorkspace"]
-        end
-    end
-
-    subgraph Backend["后端引擎"]
-        DepGraph["DependencyGraphBuilder"]
-        Config["Config"]
-    end
-
-    IDEAgent -->|"stdio JSON-RPC"| Tools
-    Analyze --> Store
-    Analyze --> DepGraph
-    ReadCode --> Store
-    WriteDoc --> Store
-    EditDoc --> Store
-    SaveTree --> Store
-    GetOrder --> Store
-    Store --> State
-    Store --> Workspace
-    DepGraph --> Config
-```
-
-## 与其他模块的关系
-
-- **[CLI 命令行工具](CLI%20命令行工具.md)**：`codewiki mcp` 命令启动 MCP 服务器；MCP 工具复用 CLI 配置管理的数据模型
-- **[后端核心引擎](后端核心引擎.md)**：`analyze_repo` 工具调用 `DependencyGraphBuilder` 执行底层代码分析；提示词模板与后端引擎共享
-- **[依赖分析器](依赖分析器.md)**：`DependencyGraphBuilder` 是依赖分析器的高层接口，MCP 工具通过它获取组件和叶子节点数据
-
-## 设计要点
-
-1. **文件传递模式**：大量数据通过工作区文件传递而非 MCP 消息体内联，避免消息体过大导致性能问题
-2. **零拷贝数据共享**：同一 `SessionState` 实例在工具调用间共享组件数据，无需序列化传输
-3. **懒过期清理**：会话过期在 `get()` 时触发，避免后台清理线程的复杂性
-4. **幂等性保护**：`write_doc_file` 拒绝覆盖已存在文件，引导使用 `edit_doc_file`
-5. **级联目录清理**：工作区删除时自动向上清理空目录，保持仓库整洁
-6. **安全路径校验**：所有文件操作前检查路径是否逃逸出预期目录，防止路径遍历攻击
diff --git "a/repowiki/MCP \345\267\245\345\205\267\351\233\206.md" "b/repowiki/MCP \345\267\245\345\205\267\351\233\206.md"
deleted file mode 100644
index a2cdf483..00000000
--- "a/repowiki/MCP \345\267\245\345\205\267\351\233\206.md"	
+++ /dev/null
@@ -1,402 +0,0 @@
-# MCP 工具集
-
-## 模块概述
-
-MCP 工具集是 CodeWiki-CN 系统中 MCP（Model Context Protocol）子系统的核心功能层，提供了一组完整的工具函数，用于支持 IDE 智能体完成代码仓库文档生成的全流程操作。该模块涵盖**仓库分析**、**源码读取**、**文档写入与编辑**、**模块树管理**和**提示词服务**五大核心能力，通过统一的工具接口对外暴露，使 LLM 智能体能够以结构化的方式完成从代码分析到文档产出的端到端流程。
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph MCPLayer[MCP 工具层]
-        A[analysis.py] --> B[code_reader.py]
-        B --> C[doc_writer.py]
-        D[module_tree.py] --> C
-        E[prompt_server.py] --> A
-        E --> C
-    end
-    subgraph SessionLayer[会话层]
-        F[SessionStore]
-        G[SessionWorkspace]
-    end
-    subgraph BackendLayer[后端引擎]
-        H[DependencyGraphBuilder]
-        I[Config]
-    end
-    A --> F
-    A --> G
-    A --> H
-    B --> F
-    B --> G
-    C --> F
-    D --> F
-    D --> G
-    H --> I
-```
-
-## 工具清单
-
-| 工具名 | 所在文件 | 功能简述 |
-|--------|---------|----------|
-| `analyze_repo` | analysis.py | 分析代码仓库依赖结构，创建会话 |
-| `read_code_components` | code_reader.py | 将组件源码写入工作区文件 |
-| `write_doc_file` | doc_writer.py | 在输出目录创建新文档文件 |
-| `edit_doc_file` | doc_writer.py | 编辑已有文档（替换/插入/撤销） |
-| `save_module_tree` | module_tree.py | 保存模块聚类树 |
-| `get_processing_order` | module_tree.py | 获取叶子优先的处理顺序 |
-| `get_prompt` | prompt_server.py | 获取提示词模板 |
-
-## 组件详解
-
-### 1. 仓库分析工具 (analysis.py)
-
-#### 职责
-
-`handle_analyze_repo` 是整个文档生成流程的入口工具。它负责：
-
-- 接收仓库路径参数，验证路径有效性
-- 调用 `DependencyGraphBuilder` 构建依赖图，获取所有组件和叶子节点
-- 创建 MCP 会话并初始化工作区
-- 将分析结果（组件索引、叶子节点、语言统计）写入工作区 JSON 文件
-- 执行增量更新检测（通过 git 或文件修改时间）
-- 返回精简的摘要信息供智能体使用
-
-#### 工作流程
-
-```mermaid
-graph LR
-    A[接收仓库路径] --> B[验证路径]
-    B --> C[构建 Config]
-    C --> D[DependencyGraphBuilder]
-    D --> E[获取组件和叶子节点]
-    E --> F[创建会话]
-    F --> G[初始化 SessionWorkspace]
-    G --> H[写入分析结果文件]
-    H --> I[检测增量变更]
-    I --> J[返回精简摘要]
-```
-
-#### 关键参数
-
-| 参数 | 类型 | 必填 | 说明 |
-|------|------|------|------|
-| `repo_path` | string | 是 | 代码仓库根目录路径 |
-| `output_dir` | string | 否 | 文档输出目录，默认为 `{repo_path}/docs` |
-| `include_patterns` | string | 否 | 包含模式（逗号分隔） |
-| `exclude_patterns` | string | 否 | 排除模式（逗号分隔） |
-
-#### 输出文件
-
-分析完成后，工作区中将生成以下 JSON 文件：
-
-- **component_index.json** — 全量组件索引，包含每个组件的 ID、类型和文件路径
-- **leaf_nodes.json** — 叶子节点 ID 列表
-- **languages.json** — 各语言组件数量统计
-- **summary.json** — 分析摘要（含会话 ID、仓库信息、统计数据和叶子节点预览）
-- **changes.json**（可选）— 增量变更检测结果
-
-#### 代码示例
-
-```python
-# 调用示例
-def handle_analyze_repo(arguments, store):
-    repo_path = Path(arguments["repo_path"]).expanduser().resolve()
-    # 构建最小化 Config
-    config = Config(
-        repo_path=str(repo_path),
-        output_dir=str(output_dir / "temp"),
-        max_depth=2,
-        llm_base_url="not-needed",
-        llm_api_key="not-needed",
-        main_model="unused",
-        cluster_model="unused",
-    )
-    # 执行依赖分析
-    builder = DependencyGraphBuilder(config)
-    components, leaf_nodes = builder.build_dependency_graph()
-    # 创建会话和工作区
-    session = store.create(
-        repo_path=str(repo_path),
-        output_dir=str(output_dir),
-        components=components,
-        leaf_nodes=leaf_nodes,
-    )
-    workspace = SessionWorkspace(repo_path, session.session_id)
-    session.workspace = workspace
-```
-
-#### 增量更新检测
-
-`_detect_changes` 函数通过 git 差异或文件修改时间（mtime）检测仓库变更，返回受影响的模块列表（`affected_modules`）和需要级联刷新的父模块列表（`cascade_modules`）。如果未检测到变更，则返回 `no_changes: true`。
-
----
-
-### 2. 源码读取工具 (code_reader.py)
-
-#### 职责
-
-`handle_read_code_components` 负责将指定组件的源代码写入工作区文件，而非直接返回源码内容。这种"写文件 + 返回路径"的设计模式避免了在 MCP 响应中内联大量源码，显著降低了 token 消耗。
-
-#### 设计原理
-
-```mermaid
-graph TD
-    A[接收 component_ids 列表] --> B[查询会话获取组件数据]
-    B --> C{组件是否存在}
-    C -->|是| D[提取源码和语言信息]
-    D --> E[write_component_source 写入文件]
-    E --> F[记录文件路径]
-    C -->|否| G[加入 not_found 列表]
-    F --> H[返回文件路径映射]
-    G --> H
-```
-
-#### 返回值结构
-
-```json
-{
-    "written": 5,
-    "not_found_count": 1,
-    "not_found": ["pkg::missing_module"],
-    "source_dir": "/path/to/.codewiki/sessions/abc123/sources",
-    "files": {
-        "pkg__module.py____MyClass.src": "pkg::module.py::MyClass"
-    }
-}
-```
-
-#### 代码示例
-
-```python
-def handle_read_code_components(arguments, store):
-    session = store.get(arguments["session_id"])
-    component_ids = arguments["component_ids"]
-    for cid in component_ids:
-        node = components.get(cid)
-        lang = getattr(node, "language", "")
-        source = getattr(node, "source_code", "").strip()
-        file_path = workspace.write_component_source(cid, source, lang)
-```
-
-每个源码文件会包含组件 ID 和语言信息的头部注释，格式如下：
-
-```
-// Component: pkg::module.py::MyClass
-// Language: python
-<实际源码内容>
-```
-
----
-
-### 3. 文档写入与编辑工具 (doc_writer.py)
-
-#### 职责
-
-文档写入模块提供两个互补的工具函数，管理文档文件的完整生命周期：
-
-- **write_doc_file** — 创建新文档文件
-- **edit_doc_file** — 编辑已有文档文件
-
-两者均在操作完成后自动执行 **Mermaid 图表语法验证**，确保文档中的流程图符合规范。
-
-#### write_doc_file 工作流程
-
-```mermaid
-graph LR
-    A[验证会话有效性] --> B[安全路径检查]
-    B --> C[确保父目录存在]
-    C --> D{文件已存在?}
-    D -->|是| E[返回错误提示用 edit]
-    D -->|否| F[写入文件内容]
-    F --> G[Mermaid 语法验证]
-    G --> H[返回创建结果]
-```
-
-#### edit_doc_file 支持的命令
-
-| 命令 | 说明 | 必要参数 |
-|------|------|----------|
-| `str_replace` | 查找并替换唯一字符串 | `old_str`, `new_str` |
-| `insert` | 在指定行号插入内容 | `insert_line`, `new_str` |
-| `undo` | 撤销最近一次编辑 | 无额外参数 |
-
-#### 编辑历史管理
-
-`edit_doc_file` 内置了编辑历史机制。每次编辑操作前，会将当前文件内容压入 `session.registry["file_history"]` 栈中。`undo` 命令从栈中弹出上一个版本并恢复文件内容。
-
-#### 安全特性
-
-- **路径安全**：`_safe_doc_path` 函数确保文件名不会通过路径遍历逃逸出输出目录
-- **唯一性检查**：`str_replace` 要求 `old_str` 在文件中只出现一次，避免歧义替换
-- **编辑上下文**：编辑完成后返回修改位置附近的代码片段（snippet），方便智能体确认修改正确性
-
-#### 代码示例
-
-```python
-async def handle_edit_doc_file(arguments, store):
-    command = arguments["command"]
-    if command == "str_replace":
-        old_str = arguments.get("old_str")
-        new_str = arguments.get("new_str", "")
-        occurrences = current_content.count(old_str)
-        if occurrences == 0:
-            return {"error": "old_str not found"}
-        if occurrences > 1:
-            return {"error": f"old_str appears {occurrences} times"}
-        new_content = current_content.replace(old_str, new_str, 1)
-        doc_path.write_text(new_content, encoding="utf-8")
-    # 所有操作后均执行 Mermaid 验证
-    mermaid_result = await _validate_mermaid(str(doc_path), filename)
-```
-
----
-
-### 4. 模块树管理工具 (module_tree.py)
-
-#### 职责
-
-模块树管理工具包含两个函数，负责管理代码模块的聚类结构和文档生成顺序：
-
-- **save_module_tree** — 保存智能体聚类结果
-- **get_processing_order** — 计算叶子优先的处理顺序
-
-#### 双文件保存策略
-
-`save_module_tree` 同时写入两个文件：
-
-| 文件 | 用途 |
-|------|------|
-| `module_tree_first.json` | 不可变快照，保留初始聚类结果 |
-| `module_tree.json` | 可变工作副本，后续可修改 |
-
-#### 处理顺序计算
-
-```mermaid
-graph TD
-    A[加载模块树] --> B[_get_processing_order]
-    B --> C[识别叶子模块 is_leaf=true]
-    C --> D[叶子模块排前面]
-    D --> E[父模块排后面]
-    E --> F[写入 processing_order.json]
-    F --> G[返回有序列表]
-```
-
-叶子优先的策略确保了：在生成父模块的概览文档时，其子模块的文档已经就绪，父模块文档可以准确引用子模块的内容和结论。
-
-#### 代码示例
-
-```python
-def handle_save_module_tree(arguments, store):
-    module_tree = arguments["module_tree"]
-    # 保存不可变快照和工作副本
-    first_path = os.path.join(output_dir, FIRST_MODULE_TREE_FILENAME)
-    working_path = os.path.join(output_dir, MODULE_TREE_FILENAME)
-    # 计算处理顺序
-    order = _get_processing_order(module_tree)
-    session.workspace.write_json("processing_order.json", order)
-```
-
-`get_processing_order` 支持从会话缓存或磁盘文件中恢复模块树数据：
-
-```python
-def handle_get_processing_order(arguments, store):
-    module_tree = session.module_tree
-    if not module_tree:
-        # 从磁盘文件恢复
-        tree_path = os.path.join(session.output_dir, MODULE_TREE_FILENAME)
-        with open(tree_path, encoding="utf-8") as f:
-            module_tree = json.load(f)
-        session.module_tree = module_tree
-```
-
----
-
-### 5. 提示词服务工具 (prompt_server.py)
-
-#### 职责
-
-`handle_get_prompt` 提供结构化的提示词模板服务，供智能体在不同阶段获取专用指令。提示词通过 `_PROMPT_CATALOG` 目录进行注册管理，每个模板包含描述信息、使用说明和可参数化的内容。
-
-#### 提示词类型
-
-| 提示词类型 | 使用场景 |
-|-----------|----------|
-| `cluster` | 模块聚类规则指导 |
-| `system_leaf` | 叶子模块文档生成指令 |
-| `overview_module` | 父模块概览文档生成指令 |
-
-#### 返回值结构
-
-```json
-{
-    "prompt_type": "system_leaf",
-    "description": "叶子模块文档生成的系统提示词",
-    "usage_hint": "在生成叶子模块文档前调用，结合 read_code_components 的结果使用",
-    "content": "<完整的提示词内容，支持变量替换>"
-}
-```
-
-#### 变量替换
-
-提示词内容支持通过 `variables` 参数进行模板变量替换，由内部的 `_resolve_prompt` 函数处理：
-
-```python
-def handle_get_prompt(arguments, store):
-    prompt_type = arguments["prompt_type"]
-    variables = arguments.get("variables", {})
-    content = _resolve_prompt(prompt_type, variables)
-```
-
----
-
-## 工具调用全流程
-
-以下是完整的文档生成流程中各工具的调用顺序：
-
-```mermaid
-graph TD
-    S1["1. analyze_repo"] --> S2["2. get_prompt cluster"]
-    S2 --> S3["3. save_module_tree"]
-    S3 --> S4["4. get_processing_order"]
-    S4 --> S5["5. 遍历处理顺序"]
-    S5 --> S6{"叶子模块?"}
-    S6 -->|是| S7["get_prompt system_leaf"]
-    S7 --> S8["read_code_components"]
-    S8 --> S9["write_doc_file"]
-    S6 -->|否| S10["get_prompt overview_module"]
-    S10 --> S11["write_doc_file"]
-    S9 --> S12{"还有模块?"}
-    S11 --> S12
-    S12 -->|是| S5
-    S12 -->|否| S13["文档生成完成"]
-```
-
-## 与相关模块的关系
-
-- [MCP 会话与工作区](MCP_会话与工作区.md) — 工具集依赖会话管理和工作区文件系统来存储中间结果和最终文档
-- [MCP 服务器](MCP_服务器.md) — 工具集通过 MCP 服务器的路由机制注册和分发
-- [依赖分析引擎](依赖分析引擎.md) — `analyze_repo` 调用 `DependencyGraphBuilder` 执行底层代码分析
-- [配置管理](配置管理.md) — 分析工具使用 `Config` 对象传递仓库路径和过滤规则
-
-## 错误处理机制
-
-所有工具函数遵循统一的错误处理模式：
-
-1. **会话校验** — 每个工具首先通过 `store.get(session_id)` 验证会话有效性，失效则返回包含错误信息的 JSON
-2. **路径安全** — 文件操作前检查路径是否逃逸出预期目录
-3. **幂等性保护** — `write_doc_file` 拒绝覆盖已存在文件，引导使用 `edit_doc_file`
-4. **增量更新支持** — `analyze_repo` 检测变更并调整提示策略，引导智能体仅更新受影响模块
-
-```python
-# 统一的错误返回格式
-session = store.get(session_id)
-if session is None:
-    return json.dumps({"error": f"Session {session_id} not found or expired."})
-```
-
-## 设计亮点
-
-- **文件传递模式**：大量数据（组件索引、源码、处理顺序）通过写入工作区文件传递，避免 MCP 消息体过大
-- **Mermaid 自动验证**：每次文档写入/编辑后自动校验 Mermaid 图表语法，及早发现问题
-- **增量更新感知**：通过变更检测智能引导，仅更新受影响的模块文档，提高生成效率
-- **编辑可撤销**：`edit_doc_file` 内置编辑历史栈，支持安全的撤销操作
diff --git "a/repowiki/Web \345\211\215\347\253\257\346\234\215\345\212\241.md" "b/repowiki/Web \345\211\215\347\253\257\346\234\215\345\212\241.md"
deleted file mode 100644
index 08e348ad..00000000
--- "a/repowiki/Web \345\211\215\347\253\257\346\234\215\345\212\241.md"	
+++ /dev/null
@@ -1,275 +0,0 @@
-# Web 前端服务
-
-## 模块概述
-
-Web 前端服务是 CodeWiki-CN 的 Web 应用层，基于 FastAPI 框架构建，提供用户友好的 GitHub 仓库文档生成界面。该模块实现了完整的 Web 工作流：用户提交 GitHub 仓库 URL → 后台队列处理 → 文档缓存 → 在线浏览生成的文档。同时提供独立的文档可视化服务器，支持 Markdown 到 HTML 的渲染和 Mermaid 图表展示。
-
-## 核心功能
-
-- **仓库提交界面**：Web 表单接收 GitHub 仓库 URL，支持指定 commit ID
-- **后台任务处理**：守护线程异步克隆仓库并生成文档
-- **文档缓存系统**：缓存已生成的文档，避免重复分析
-- **任务状态跟踪**：实时查看任务进度（排队/处理中/完成/失败）
-- **文档在线浏览**：将 Markdown 文档渲染为 HTML，支持 Mermaid 图表和模块树导航
-- **独立文档服务器**：可独立运行的文档可视化服务
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph FastAPI[FastAPI Application]
-        WA[web_app.py]
-    end
-    subgraph Routes[路由层]
-        WR[WebRoutes]
-    end
-    subgraph Services[服务层]
-        BW[BackgroundWorker]
-        CM[CacheManager]
-        GP[GitHubRepoProcessor]
-    end
-    subgraph Rendering[渲染层]
-        VD[visualise_docs]
-        TU[StringTemplateLoader]
-    end
-    subgraph Config[配置]
-        WAC[WebAppConfig]
-    end
-    subgraph Models[数据模型]
-        RS[RepositorySubmission]
-        JS[JobStatus]
-        CE[CacheEntry]
-    end
-    WA --> WR
-    WR --> BW
-    WR --> CM
-    WR --> GP
-    BW --> CM
-    BW --> GP
-    WR --> TU
-    VD --> TU
-    WA --> WAC
-    BW --> WAC
-    CM --> WAC
-    WR --> JS
-    CM --> CE
-```
-
-## 组件详解
-
-### web_app（应用入口）
-
-**源文件**：`codewiki/src/fe/web_app.py`
-
-FastAPI 应用的入口点，负责组件初始化和路由注册。
-
-**初始化组件：**
-- CacheManager：配置缓存目录和过期时间
-- BackgroundWorker：配置缓存管理器和临时目录
-- WebRoutes：配置后台工作器和缓存管理器
-
-**注册路由：**
-
-| 路由 | 方法 | 说明 |
-|------|------|------|
-| `/` | GET | 主页，显示提交表单和近期任务 |
-| `/` | POST | 处理仓库提交 |
-| `/api/job/{job_id}` | GET | API 获取任务状态 |
-| `/docs/{job_id}` | GET | 重定向到文档查看 |
-| `/static-docs/{job_id}/{filename}` | GET | 服务生成的文档文件 |
-
-**启动流程：**
-1. 解析命令行参数（host、port、debug、reload）
-2. 调用 `WebAppConfig.ensure_directories()` 创建必要目录
-3. 启动 BackgroundWorker 守护线程
-4. 启动 uvicorn 服务器
-
-### WebRoutes（路由处理器）
-
-**源文件**：`codewiki/src/fe/routes.py`
-
-封装所有 Web 路由的业务逻辑。
-
-**核心职责：**
-- **主页渲染**：展示提交表单和近期 100 个任务列表
-- **仓库提交处理**：
-  1. 验证 GitHub URL 有效性
-  2. 规范化 URL 并生成 job_id（`owner--repo` 格式）
-  3. 检查是否已在队列/处理中/近期失败
-  4. 检查缓存，命中则直接可用
-  5. 未命中则加入后台处理队列
-- **任务状态 API**：返回 JSON 格式的任务状态
-- **文档服务**：加载 module_tree.json 和 metadata.json，将 Markdown 渲染为 HTML
-
-**URL 规范化**：通过 `GitHubRepoProcessor.get_repo_info()` 统一 URL 格式，确保 `https://github.com/owner/repo` 的一致性。
-
-**任务生命周期：**
-
-```mermaid
-graph TD
-    A[User submits URL] --> B{Valid URL?}
-    B -->|No| C[Error message]
-    B -->|Yes| D{Already in queue?}
-    D -->|Yes| E[Already processing message]
-    D -->|No| F{Recently failed?}
-    F -->|Yes| G[Retry cooldown message]
-    F -->|No| H{Cache hit?}
-    H -->|Yes| I[Redirect to cached docs]
-    H -->|No| J[Add to queue]
-    J --> K[Background processing]
-    K --> L[Cache result]
-    L --> M[Docs available]
-```
-
-### CacheManager（缓存管理器）
-
-**源文件**：`codewiki/src/fe/cache_manager.py`
-
-管理文档缓存的持久化和过期策略。
-
-**核心职责：**
-- 维护缓存索引（cache_index.json），映射 repo URL hash 到文档路径
-- 缓存查找：基于 SHA-256 URL 哈希匹配
-- 缓存写入：记录创建时间和最后访问时间
-- 过期清理：删除超过 CACHE_EXPIRY_DAYS（默认 365 天）的缓存条目
-
-**缓存索引结构：**
-
-| 字段 | 说明 |
-|------|------|
-| repo_url | 仓库 URL |
-| repo_url_hash | URL 的 SHA-256 哈希前 16 位 |
-| docs_path | 生成文档的本地路径 |
-| created_at | 缓存创建时间 |
-| last_accessed | 最后访问时间 |
-
-### BackgroundWorker（后台工作器）
-
-**源文件**：`codewiki/src/fe/background_worker.py`
-
-基于守护线程的后台任务处理器。
-
-**核心职责：**
-- 维护任务队列（Queue，maxsize=100）
-- 守护线程循环处理任务
-- 任务处理流程：缓存检查 → 克隆仓库 → 生成文档 → 缓存结果
-- 任务状态持久化（jobs.json）
-- 启动时从磁盘恢复已完成任务状态
-- 从缓存重建丢失的任务记录
-
-**任务处理流程：**
-
-```mermaid
-graph TD
-    A[Job in Queue] --> B{Cache hit?}
-    B -->|Yes| C[Mark completed from cache]
-    B -->|No| D[Clone repository]
-    D --> E[Create Config from args]
-    E --> F[DocumentationGenerator.run]
-    F --> G[Cache results]
-    G --> H[Mark completed]
-    D -->|Fail| I[Mark failed with error]
-    F -->|Fail| I
-```
-
-### GitHubRepoProcessor（GitHub 仓库处理器）
-
-**源文件**：`codewiki/src/fe/github_processor.py`
-
-静态工具类，处理 GitHub 仓库相关的操作。
-
-**核心职责：**
-- URL 验证：检查是否为有效的 github.com 链接，包含 owner/repo 路径
-- 仓库信息提取：解析 owner、repo、full_name、clone_url
-- 仓库克隆：支持浅克隆（depth=1）和指定 commit 的全量克隆
-
-**克隆策略：**
-- 默认浅克隆：`--depth 1`，超时 300 秒
-- 指定 commit：全量克隆后 `git checkout <commit_id>`
-
-### StringTemplateLoader（模板加载器）
-
-**源文件**：`codewiki/src/fe/template_utils.py`
-
-自定义 Jinja2 BaseLoader 实现，支持从字符串加载模板。
-
-**设计目的：** 将 HTML 模板嵌入 Python 代码中作为字符串常量，避免外部模板文件依赖。
-
-### visualise_docs（文档可视化服务器）
-
-**源文件**：`codewiki/src/fe/visualise_docs.py`
-
-独立运行的文档可视化服务器，可单独部署用于浏览已生成的文档。
-
-**核心职责：**
-- Markdown 到 HTML 渲染（使用 markdown-it-py）
-- Mermaid 图表支持：将 `language-mermaid` 代码块转换为 `<div class="mermaid">` 
-- 模块树导航：加载 module_tree.json 生成侧边栏
-- 安全防护：目录遍历检查，仅服务 .md 文件
-- 独立 FastAPI 应用，可通过命令行启动
-
-### WebAppConfig（Web 应用配置）
-
-**源文件**：`codewiki/src/fe/config.py`
-
-Web 应用的集中配置类。
-
-| 配置项 | 默认值 | 说明 |
-|--------|--------|------|
-| CACHE_DIR | ./output/cache | 缓存目录 |
-| TEMP_DIR | ./output/temp | 临时克隆目录 |
-| OUTPUT_DIR | ./output | 输出根目录 |
-| QUEUE_SIZE | 100 | 任务队列最大长度 |
-| CACHE_EXPIRY_DAYS | 365 | 缓存过期天数 |
-| JOB_CLEANUP_HOURS | 24000 | 任务清理时间窗口 |
-| RETRY_COOLDOWN_MINUTES | 3 | 失败重试冷却时间 |
-| DEFAULT_HOST | 127.0.0.1 | 默认监听地址 |
-| DEFAULT_PORT | 8000 | 默认端口 |
-| CLONE_TIMEOUT | 300 | 克隆超时秒数 |
-| CLONE_DEPTH | 1 | 浅克隆深度 |
-
-### 数据模型
-
-**源文件**：`codewiki/src/fe/models.py`
-
-| 模型 | 说明 |
-|------|------|
-| `RepositorySubmission` | Pydantic 模型，验证仓库 URL（HttpUrl） |
-| `JobStatus` | 任务状态跟踪：job_id、repo_url、status、时间戳、进度、文档路径 |
-| `CacheEntry` | 缓存条目：repo_url、hash、docs_path、时间戳 |
-| `JobStatusResponse` | API 响应模型 |
-
-## 完整工作流
-
-```mermaid
-graph TD
-    A[User opens browser] --> B[GET / - Submit form]
-    B --> C[Enter GitHub URL]
-    C --> D[POST / - Process submission]
-    D --> E[Validate URL]
-    E --> F[Check queue and cache]
-    F --> G[Add to processing queue]
-    G --> H[BackgroundWorker picks up]
-    H --> I[Clone repository]
-    I --> J[Run DocumentationGenerator]
-    J --> K[Cache generated docs]
-    K --> L[Update job status]
-    L --> M[User views docs via /static-docs/job_id/]
-    M --> N[Markdown rendered to HTML]
-    N --> O[Mermaid diagrams displayed]
-```
-
-## 与其他模块的关系
-
-- [分析服务](分析服务.md)：BackgroundWorker 通过 DocumentationGenerator 间接调用分析服务
-- [共享基础设施](共享基础设施.md)：使用 Config 构建文档生成配置，使用 FileManager 进行 JSON 和文本 I/O
-- [数据模型与算法](数据模型与算法.md)：分析结果驱动文档结构和模块树
-- [分析器工具](分析器工具.md)：文档生成过程使用 patterns 和 logging_config
-
-## 设计要点
-
-1. **异步架构**：FastAPI 异步路由 + 守护线程后台处理，不阻塞 Web 请求
-2. **缓存优先**：每次任务处理前先查缓存，避免重复分析大型仓库
-3. **状态持久化**：任务状态和缓存索引都持久化到 JSON 文件，重启后可恢复
-4. **独立文档服务**：visualise_docs 可独立部署，无需完整 Web 应用
-5. **安全防护**：URL 验证、目录遍历检查、克隆超时控制
\ No newline at end of file
diff --git a/repowiki/first_module_tree.json b/repowiki/first_module_tree.json
deleted file mode 100644
index e77020f9..00000000
--- a/repowiki/first_module_tree.json
+++ /dev/null
@@ -1,351 +0,0 @@
-{
-  "CLI 命令行工具": {
-    "children": {
-      "CLI 入口与命令": {
-        "children": {},
-        "components": [
-          "codewiki\\cli\\main.py::cli",
-          "codewiki\\cli\\main.py::version",
-          "codewiki\\cli\\main.py::mcp_command",
-          "codewiki\\cli\\main.py::main",
-          "codewiki\\cli\\commands\\config.py::parse_patterns",
-          "codewiki\\cli\\commands\\config.py::config_group",
-          "codewiki\\cli\\commands\\config.py::config_set",
-          "codewiki\\cli\\commands\\config.py::config_show",
-          "codewiki\\cli\\commands\\config.py::config_validate",
-          "codewiki\\cli\\commands\\config.py::config_agent",
-          "codewiki\\cli\\commands\\generate.py::parse_patterns",
-          "codewiki\\cli\\commands\\generate.py::_detect_changed_files",
-          "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
-          "codewiki\\cli\\commands\\generate.py::_find_affected",
-          "codewiki\\cli\\commands\\generate.py::generate_command",
-          "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
-          "codewiki\\cli\\html_generator.py::HTMLGenerator"
-        ]
-      },
-      "CLI 配置与模型": {
-        "children": {},
-        "components": [
-          "codewiki\\cli\\config_manager.py::ConfigManager",
-          "codewiki\\cli\\models\\config.py::AgentInstructions",
-          "codewiki\\cli\\models\\config.py::Configuration",
-          "codewiki\\cli\\models\\job.py::JobStatus",
-          "codewiki\\cli\\models\\job.py::GenerationOptions",
-          "codewiki\\cli\\models\\job.py::JobStatistics",
-          "codewiki\\cli\\models\\job.py::LLMConfig",
-          "codewiki\\cli\\models\\job.py::DocumentationJob"
-        ]
-      },
-      "CLI 工具库": {
-        "children": {},
-        "components": [
-          "codewiki\\cli\\git_manager.py::GitManager",
-          "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler",
-          "codewiki\\cli\\utils\\api_errors.py::wrap_api_call",
-          "codewiki\\cli\\utils\\errors.py::CodeWikiError",
-          "codewiki\\cli\\utils\\errors.py::ConfigurationError",
-          "codewiki\\cli\\utils\\errors.py::RepositoryError",
-          "codewiki\\cli\\utils\\errors.py::APIError",
-          "codewiki\\cli\\utils\\errors.py::FileSystemError",
-          "codewiki\\cli\\utils\\errors.py::handle_error",
-          "codewiki\\cli\\utils\\errors.py::error_with_suggestion",
-          "codewiki\\cli\\utils\\errors.py::warning",
-          "codewiki\\cli\\utils\\errors.py::success",
-          "codewiki\\cli\\utils\\errors.py::info",
-          "codewiki\\cli\\utils\\fs.py::ensure_directory",
-          "codewiki\\cli\\utils\\fs.py::check_writable",
-          "codewiki\\cli\\utils\\fs.py::safe_write",
-          "codewiki\\cli\\utils\\fs.py::safe_read",
-          "codewiki\\cli\\utils\\fs.py::get_file_size",
-          "codewiki\\cli\\utils\\fs.py::find_files",
-          "codewiki\\cli\\utils\\fs.py::cleanup_directory",
-          "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
-          "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url",
-          "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
-          "codewiki\\cli\\utils\\instructions.py::display_generation_summary",
-          "codewiki\\cli\\utils\\logging.py::CLILogger",
-          "codewiki\\cli\\utils\\logging.py::create_logger",
-          "codewiki\\cli\\utils\\progress.py::ProgressTracker",
-          "codewiki\\cli\\utils\\progress.py::ModuleProgressBar",
-          "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
-          "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
-          "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo",
-          "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
-          "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
-          "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
-          "codewiki\\cli\\utils\\repo_validator.py::count_code_files",
-          "codewiki\\cli\\utils\\validation.py::validate_url",
-          "codewiki\\cli\\utils\\validation.py::validate_api_key",
-          "codewiki\\cli\\utils\\validation.py::validate_model_name",
-          "codewiki\\cli\\utils\\validation.py::validate_output_directory",
-          "codewiki\\cli\\utils\\validation.py::validate_repository_path",
-          "codewiki\\cli\\utils\\validation.py::detect_supported_languages",
-          "codewiki\\cli\\utils\\validation.py::should_exclude_file",
-          "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
-          "codewiki\\cli\\utils\\validation.py::mask_api_key"
-        ]
-      }
-    },
-    "components": []
-  },
-  "MCP 协议服务器": {
-    "children": {
-      "MCP 工具集": {
-        "children": {},
-        "components": [
-          "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
-          "codewiki\\mcp\\tools\\analysis.py::_detect_via_git",
-          "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
-          "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
-          "codewiki\\mcp\\tools\\analysis.py::_walk",
-          "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
-          "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components",
-          "codewiki\\mcp\\tools\\doc_writer.py::_is_within",
-          "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path",
-          "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
-          "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
-          "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
-          "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
-          "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
-          "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order",
-          "codewiki\\mcp\\tools\\module_tree.py::_collect",
-          "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree",
-          "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order",
-          "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt",
-          "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt"
-        ]
-      },
-      "MCP 会话与工作区": {
-        "children": {},
-        "components": [
-          "codewiki\\mcp\\session.py::SessionState",
-          "codewiki\\mcp\\session.py::SessionStore",
-          "codewiki\\mcp\\workspace.py::_safe_filename",
-          "codewiki\\mcp\\workspace.py::SessionWorkspace"
-        ]
-      }
-    },
-    "components": [
-      "codewiki\\mcp\\server.py::_fine_grained_tools",
-      "codewiki\\mcp\\server.py::_legacy_tools",
-      "codewiki\\mcp\\server.py::list_tools",
-      "codewiki\\mcp\\server.py::call_tool",
-      "codewiki\\mcp\\server.py::_load_config",
-      "codewiki\\mcp\\server.py::_legacy_generate_docs",
-      "codewiki\\mcp\\server.py::_legacy_get_module_tree",
-      "codewiki\\mcp\\server.py::_summarize_tree",
-      "codewiki\\mcp\\server.py::_text",
-      "codewiki\\mcp\\server.py::_write_generation_metadata",
-      "codewiki\\mcp\\server.py::main"
-    ]
-  },
-  "后端核心引擎": {
-    "children": {
-      "LLM 后端与服务": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\backend.py::is_caw_provider",
-          "codewiki\\src\\be\\backend.py::LLMBackend",
-          "codewiki\\src\\be\\backend.py::get_backend",
-          "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
-          "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider",
-          "codewiki\\src\\be\\caw_backend.py::_patch_codex_tool_timeout",
-          "codewiki\\src\\be\\caw_backend.py::_patched",
-          "codewiki\\src\\be\\caw_backend.py::CawBackend",
-          "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
-          "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
-          "codewiki\\src\\be\\llm_services.py::_build_model_settings",
-          "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name",
-          "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
-          "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client",
-          "codewiki\\src\\be\\llm_services.py::create_main_model",
-          "codewiki\\src\\be\\llm_services.py::create_fallback_model",
-          "codewiki\\src\\be\\llm_services.py::create_fallback_models",
-          "codewiki\\src\\be\\llm_services.py::create_openai_client",
-          "codewiki\\src\\be\\llm_services.py::call_llm",
-          "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
-          "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
-          "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
-          "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
-          "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
-          "codewiki\\src\\be\\caw_toolkit.py::CawToolKit"
-        ]
-      },
-      "Agent 工具集": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
-          "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation",
-          "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor"
-        ]
-      },
-      "后端工具与流程": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\main.py::parse_arguments",
-          "codewiki\\src\\be\\main.py::main",
-          "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
-          "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
-          "codewiki\\src\\be\\prompt_template.py::_format_module_tree",
-          "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
-          "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
-          "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
-          "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
-          "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
-          "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
-          "codewiki\\src\\be\\utils.py::set_main_loop",
-          "codewiki\\src\\be\\utils.py::is_complex_module",
-          "codewiki\\src\\be\\utils.py::count_tokens",
-          "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
-          "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
-          "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse",
-          "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py",
-          "codewiki\\src\\be\\utils.py::validate_single_diagram"
-        ]
-      }
-    },
-    "components": []
-  },
-  "依赖分析器": {
-    "children": {
-      "分析服务": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser",
-          "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::signal_handler",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer"
-        ]
-      },
-      "语言分析器": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file"
-        ]
-      },
-      "数据模型与算法": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-          "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-          "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
-          "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
-          "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node"
-        ]
-      },
-      "分析器工具": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text"
-        ]
-      }
-    },
-    "components": []
-  },
-  "Web 前端服务": {
-    "children": {},
-    "components": [
-      "codewiki\\src\\fe\\web_app.py::index_get",
-      "codewiki\\src\\fe\\web_app.py::index_post",
-      "codewiki\\src\\fe\\web_app.py::get_job_status",
-      "codewiki\\src\\fe\\web_app.py::view_docs",
-      "codewiki\\src\\fe\\web_app.py::serve_generated_docs",
-      "codewiki\\src\\fe\\web_app.py::main",
-      "codewiki\\src\\fe\\routes.py::WebRoutes",
-      "codewiki\\src\\fe\\models.py::RepositorySubmission",
-      "codewiki\\src\\fe\\models.py::JobStatusResponse",
-      "codewiki\\src\\fe\\models.py::JobStatus",
-      "codewiki\\src\\fe\\models.py::CacheEntry",
-      "codewiki\\src\\fe\\config.py::WebAppConfig",
-      "codewiki\\src\\fe\\cache_manager.py::CacheManager",
-      "codewiki\\src\\fe\\background_worker.py::BackgroundWorker",
-      "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor",
-      "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader",
-      "codewiki\\src\\fe\\template_utils.py::render_template",
-      "codewiki\\src\\fe\\template_utils.py::render_navigation",
-      "codewiki\\src\\fe\\template_utils.py::render_job_list",
-      "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
-      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
-      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
-      "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid",
-      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
-      "codewiki\\src\\fe\\visualise_docs.py::index",
-      "codewiki\\src\\fe\\visualise_docs.py::serve_doc",
-      "codewiki\\src\\fe\\visualise_docs.py::main"
-    ]
-  },
-  "共享基础设施": {
-    "children": {},
-    "components": [
-      "codewiki\\src\\config.py::set_cli_context",
-      "codewiki\\src\\config.py::is_cli_context",
-      "codewiki\\src\\config.py::Config",
-      "codewiki\\src\\utils.py::FileManager"
-    ]
-  }
-}
\ No newline at end of file
diff --git a/repowiki/metadata.json b/repowiki/metadata.json
deleted file mode 100644
index e466bbd8..00000000
--- a/repowiki/metadata.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "generation_info": {
-    "commit_id": "d07d3fd2edea0b3896881c62f1f77c50d40844cf",
-    "timestamp": "2026-06-23T12:30:06.637932"
-  }
-}
\ No newline at end of file
diff --git a/repowiki/module_tree.json b/repowiki/module_tree.json
deleted file mode 100644
index e77020f9..00000000
--- a/repowiki/module_tree.json
+++ /dev/null
@@ -1,351 +0,0 @@
-{
-  "CLI 命令行工具": {
-    "children": {
-      "CLI 入口与命令": {
-        "children": {},
-        "components": [
-          "codewiki\\cli\\main.py::cli",
-          "codewiki\\cli\\main.py::version",
-          "codewiki\\cli\\main.py::mcp_command",
-          "codewiki\\cli\\main.py::main",
-          "codewiki\\cli\\commands\\config.py::parse_patterns",
-          "codewiki\\cli\\commands\\config.py::config_group",
-          "codewiki\\cli\\commands\\config.py::config_set",
-          "codewiki\\cli\\commands\\config.py::config_show",
-          "codewiki\\cli\\commands\\config.py::config_validate",
-          "codewiki\\cli\\commands\\config.py::config_agent",
-          "codewiki\\cli\\commands\\generate.py::parse_patterns",
-          "codewiki\\cli\\commands\\generate.py::_detect_changed_files",
-          "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
-          "codewiki\\cli\\commands\\generate.py::_find_affected",
-          "codewiki\\cli\\commands\\generate.py::generate_command",
-          "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
-          "codewiki\\cli\\html_generator.py::HTMLGenerator"
-        ]
-      },
-      "CLI 配置与模型": {
-        "children": {},
-        "components": [
-          "codewiki\\cli\\config_manager.py::ConfigManager",
-          "codewiki\\cli\\models\\config.py::AgentInstructions",
-          "codewiki\\cli\\models\\config.py::Configuration",
-          "codewiki\\cli\\models\\job.py::JobStatus",
-          "codewiki\\cli\\models\\job.py::GenerationOptions",
-          "codewiki\\cli\\models\\job.py::JobStatistics",
-          "codewiki\\cli\\models\\job.py::LLMConfig",
-          "codewiki\\cli\\models\\job.py::DocumentationJob"
-        ]
-      },
-      "CLI 工具库": {
-        "children": {},
-        "components": [
-          "codewiki\\cli\\git_manager.py::GitManager",
-          "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler",
-          "codewiki\\cli\\utils\\api_errors.py::wrap_api_call",
-          "codewiki\\cli\\utils\\errors.py::CodeWikiError",
-          "codewiki\\cli\\utils\\errors.py::ConfigurationError",
-          "codewiki\\cli\\utils\\errors.py::RepositoryError",
-          "codewiki\\cli\\utils\\errors.py::APIError",
-          "codewiki\\cli\\utils\\errors.py::FileSystemError",
-          "codewiki\\cli\\utils\\errors.py::handle_error",
-          "codewiki\\cli\\utils\\errors.py::error_with_suggestion",
-          "codewiki\\cli\\utils\\errors.py::warning",
-          "codewiki\\cli\\utils\\errors.py::success",
-          "codewiki\\cli\\utils\\errors.py::info",
-          "codewiki\\cli\\utils\\fs.py::ensure_directory",
-          "codewiki\\cli\\utils\\fs.py::check_writable",
-          "codewiki\\cli\\utils\\fs.py::safe_write",
-          "codewiki\\cli\\utils\\fs.py::safe_read",
-          "codewiki\\cli\\utils\\fs.py::get_file_size",
-          "codewiki\\cli\\utils\\fs.py::find_files",
-          "codewiki\\cli\\utils\\fs.py::cleanup_directory",
-          "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
-          "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url",
-          "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
-          "codewiki\\cli\\utils\\instructions.py::display_generation_summary",
-          "codewiki\\cli\\utils\\logging.py::CLILogger",
-          "codewiki\\cli\\utils\\logging.py::create_logger",
-          "codewiki\\cli\\utils\\progress.py::ProgressTracker",
-          "codewiki\\cli\\utils\\progress.py::ModuleProgressBar",
-          "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
-          "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
-          "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo",
-          "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
-          "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
-          "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
-          "codewiki\\cli\\utils\\repo_validator.py::count_code_files",
-          "codewiki\\cli\\utils\\validation.py::validate_url",
-          "codewiki\\cli\\utils\\validation.py::validate_api_key",
-          "codewiki\\cli\\utils\\validation.py::validate_model_name",
-          "codewiki\\cli\\utils\\validation.py::validate_output_directory",
-          "codewiki\\cli\\utils\\validation.py::validate_repository_path",
-          "codewiki\\cli\\utils\\validation.py::detect_supported_languages",
-          "codewiki\\cli\\utils\\validation.py::should_exclude_file",
-          "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
-          "codewiki\\cli\\utils\\validation.py::mask_api_key"
-        ]
-      }
-    },
-    "components": []
-  },
-  "MCP 协议服务器": {
-    "children": {
-      "MCP 工具集": {
-        "children": {},
-        "components": [
-          "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
-          "codewiki\\mcp\\tools\\analysis.py::_detect_via_git",
-          "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
-          "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
-          "codewiki\\mcp\\tools\\analysis.py::_walk",
-          "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
-          "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components",
-          "codewiki\\mcp\\tools\\doc_writer.py::_is_within",
-          "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path",
-          "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
-          "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
-          "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
-          "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
-          "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
-          "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order",
-          "codewiki\\mcp\\tools\\module_tree.py::_collect",
-          "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree",
-          "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order",
-          "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt",
-          "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt"
-        ]
-      },
-      "MCP 会话与工作区": {
-        "children": {},
-        "components": [
-          "codewiki\\mcp\\session.py::SessionState",
-          "codewiki\\mcp\\session.py::SessionStore",
-          "codewiki\\mcp\\workspace.py::_safe_filename",
-          "codewiki\\mcp\\workspace.py::SessionWorkspace"
-        ]
-      }
-    },
-    "components": [
-      "codewiki\\mcp\\server.py::_fine_grained_tools",
-      "codewiki\\mcp\\server.py::_legacy_tools",
-      "codewiki\\mcp\\server.py::list_tools",
-      "codewiki\\mcp\\server.py::call_tool",
-      "codewiki\\mcp\\server.py::_load_config",
-      "codewiki\\mcp\\server.py::_legacy_generate_docs",
-      "codewiki\\mcp\\server.py::_legacy_get_module_tree",
-      "codewiki\\mcp\\server.py::_summarize_tree",
-      "codewiki\\mcp\\server.py::_text",
-      "codewiki\\mcp\\server.py::_write_generation_metadata",
-      "codewiki\\mcp\\server.py::main"
-    ]
-  },
-  "后端核心引擎": {
-    "children": {
-      "LLM 后端与服务": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\backend.py::is_caw_provider",
-          "codewiki\\src\\be\\backend.py::LLMBackend",
-          "codewiki\\src\\be\\backend.py::get_backend",
-          "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
-          "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider",
-          "codewiki\\src\\be\\caw_backend.py::_patch_codex_tool_timeout",
-          "codewiki\\src\\be\\caw_backend.py::_patched",
-          "codewiki\\src\\be\\caw_backend.py::CawBackend",
-          "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
-          "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
-          "codewiki\\src\\be\\llm_services.py::_build_model_settings",
-          "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name",
-          "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
-          "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client",
-          "codewiki\\src\\be\\llm_services.py::create_main_model",
-          "codewiki\\src\\be\\llm_services.py::create_fallback_model",
-          "codewiki\\src\\be\\llm_services.py::create_fallback_models",
-          "codewiki\\src\\be\\llm_services.py::create_openai_client",
-          "codewiki\\src\\be\\llm_services.py::call_llm",
-          "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
-          "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
-          "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
-          "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
-          "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
-          "codewiki\\src\\be\\caw_toolkit.py::CawToolKit"
-        ]
-      },
-      "Agent 工具集": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
-          "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation",
-          "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool",
-          "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor"
-        ]
-      },
-      "后端工具与流程": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\main.py::parse_arguments",
-          "codewiki\\src\\be\\main.py::main",
-          "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
-          "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
-          "codewiki\\src\\be\\prompt_template.py::_format_module_tree",
-          "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
-          "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
-          "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
-          "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
-          "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
-          "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
-          "codewiki\\src\\be\\utils.py::set_main_loop",
-          "codewiki\\src\\be\\utils.py::is_complex_module",
-          "codewiki\\src\\be\\utils.py::count_tokens",
-          "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
-          "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
-          "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse",
-          "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py",
-          "codewiki\\src\\be\\utils.py::validate_single_diagram"
-        ]
-      }
-    },
-    "components": []
-  },
-  "依赖分析器": {
-    "children": {
-      "分析服务": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser",
-          "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::signal_handler",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url",
-          "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer"
-        ]
-      },
-      "语言分析器": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer",
-          "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file"
-        ]
-      },
-      "数据模型与算法": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-          "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-          "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
-          "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
-          "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
-          "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node"
-        ]
-      },
-      "分析器工具": {
-        "children": {},
-        "components": [
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path",
-          "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text"
-        ]
-      }
-    },
-    "components": []
-  },
-  "Web 前端服务": {
-    "children": {},
-    "components": [
-      "codewiki\\src\\fe\\web_app.py::index_get",
-      "codewiki\\src\\fe\\web_app.py::index_post",
-      "codewiki\\src\\fe\\web_app.py::get_job_status",
-      "codewiki\\src\\fe\\web_app.py::view_docs",
-      "codewiki\\src\\fe\\web_app.py::serve_generated_docs",
-      "codewiki\\src\\fe\\web_app.py::main",
-      "codewiki\\src\\fe\\routes.py::WebRoutes",
-      "codewiki\\src\\fe\\models.py::RepositorySubmission",
-      "codewiki\\src\\fe\\models.py::JobStatusResponse",
-      "codewiki\\src\\fe\\models.py::JobStatus",
-      "codewiki\\src\\fe\\models.py::CacheEntry",
-      "codewiki\\src\\fe\\config.py::WebAppConfig",
-      "codewiki\\src\\fe\\cache_manager.py::CacheManager",
-      "codewiki\\src\\fe\\background_worker.py::BackgroundWorker",
-      "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor",
-      "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader",
-      "codewiki\\src\\fe\\template_utils.py::render_template",
-      "codewiki\\src\\fe\\template_utils.py::render_navigation",
-      "codewiki\\src\\fe\\template_utils.py::render_job_list",
-      "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
-      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
-      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
-      "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid",
-      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
-      "codewiki\\src\\fe\\visualise_docs.py::index",
-      "codewiki\\src\\fe\\visualise_docs.py::serve_doc",
-      "codewiki\\src\\fe\\visualise_docs.py::main"
-    ]
-  },
-  "共享基础设施": {
-    "children": {},
-    "components": [
-      "codewiki\\src\\config.py::set_cli_context",
-      "codewiki\\src\\config.py::is_cli_context",
-      "codewiki\\src\\config.py::Config",
-      "codewiki\\src\\utils.py::FileManager"
-    ]
-  }
-}
\ No newline at end of file
diff --git a/repowiki/overview.md b/repowiki/overview.md
deleted file mode 100644
index c3f93392..00000000
--- a/repowiki/overview.md
+++ /dev/null
@@ -1,146 +0,0 @@
-# CodeWiki-CN 仓库总览
-
-## 项目简介
-
-CodeWiki-CN 是一个自动化代码仓库文档生成系统，能够分析代码库的结构和依赖关系，并利用大语言模型（LLM）自动生成高质量的中文 Wiki 文档。系统支持 9 种编程语言的代码分析，提供 CLI 命令行工具和 MCP 协议两种接入方式，适用于本地开发环境和 AI 编程助手集成场景。
-
-项目的核心理念是"让 AI 理解代码，让文档跟上代码"——通过 AST 解析构建精确的依赖图，再通过 LLM 将代码结构转化为人类可读的技术文档。
-
-## 端到端架构
-
-```mermaid
-graph TD
-    subgraph UserLayer["用户接入层"]
-        CLI["CLI 命令行工具"]
-        MCP["MCP 协议服务器"]
-        Web["Web 前端服务"]
-    end
-
-    subgraph CoreLayer["核心引擎层"]
-        Engine["后端核心引擎"]
-        LLM["LLM 后端与服务"]
-        Agent["Agent 工具集"]
-    end
-
-    subgraph AnalysisLayer["代码分析层"]
-        Analyzer["依赖分析器"]
-        LangParsers["9 语言分析器"]
-        TopoSort["拓扑排序"]
-    end
-
-    subgraph InfraLayer["基础设施层"]
-        Shared["共享基础设施"]
-    end
-
-    subgraph Output["输出"]
-        Markdown["Markdown Wiki 文档"]
-        HTML["HTML 可视化"]
-    end
-
-    CLI --> Engine
-    MCP --> Engine
-    Web --> Engine
-    Engine --> LLM
-    Engine --> Agent
-    Engine --> Analyzer
-    Analyzer --> LangParsers
-    Analyzer --> TopoSort
-    LLM --> Agent
-    Agent --> Engine
-    Engine --> Markdown
-    Web --> HTML
-    Shared -.-> Engine
-    Shared -.-> Analyzer
-    Shared -.-> Web
-```
-
-## 模块概览
-
-CodeWiki-CN 包含 258 个代码组件，分布在 6 个顶层模块中。以下按模块在项目中的角色逐一介绍。
-
-### [CLI 命令行工具](CLI%20命令行工具.md)
-
-CLI 是面向人类用户的交互入口，基于 Python `click` 框架构建。提供三个核心子命令：`codewiki generate`（文档生成）、`codewiki config`（配置管理）和 `codewiki mcp`（启动 MCP 服务）。CLI 层负责参数解析、配置加载、Git 操作和进度展示，通过适配器模式将实际的文档生成任务委托给后端引擎。包含 68 个组件，分为 3 个子模块：[CLI 入口与命令](CLI%20入口与命令.md)、[CLI 配置与模型](CLI%20配置与模型.md)、[CLI 工具库](CLI%20工具库.md)。
-
-### [MCP 协议服务器](MCP%20协议服务器.md)
-
-MCP 服务器面向 LLM 智能体，通过 stdio JSON-RPC 协议提供 8 个结构化工具，使 IDE 中的 AI 助手能够以编程方式驱动文档生成全流程。核心工具包括：`analyze_repo`（仓库分析）、`read_code_components`（源码读取）、`save_module_tree`（模块聚类）、`write_doc_file` / `edit_doc_file`（文档写入与编辑）、`get_prompt`（提示词获取）等。采用文件侧通道架构——大体量数据写入磁盘文件，MCP 仅传输元数据和路径，突破了 stdio 传输的数据量限制。包含 35 个组件，分为 2 个子模块：[MCP 工具集](MCP%20工具集.md)、[MCP 会话与工作区](MCP%20会话与工作区.md)。
-
-### [后端核心引擎](后端核心引擎.md)
-
-后端引擎是整个系统的文档生成中枢，以 `DocumentationGenerator` 为核心编排器，协调从代码分析到文档输出的完整自动化流程。支持两种 LLM 后端：PydanticAI（API Key 直连模式）和 CAW（订阅制 CLI 模式），兼容 OpenAI、Anthropic、Azure、AWS Bedrock 等多种模型提供商。Agent 工具集提供文件编辑（str_replace_editor）、源码读取、子模块递归生成等能力。包含 57 个组件，分为 3 个子模块：[LLM 后端与服务](LLM%20后端与服务.md)、[Agent 工具集](Agent%20工具集.md)、[后端工具与流程](后端工具与流程.md)。
-
-### [依赖分析器](依赖分析器.md)
-
-依赖分析器是系统的代码理解基础层，将源代码转化为结构化的依赖图。Python 使用内置 `ast` 模块解析，其余 8 种语言（Java、JavaScript、TypeScript、C、C++、C#、PHP、Kotlin）使用 Tree-sitter 增量解析框架。分析产出包括代码组件元数据、调用与依赖关系、以及经拓扑排序的叶子节点列表。支持循环依赖检测（Tarjan 算法）和自动打破。包含 66 个组件，分为 4 个子模块：[分析服务](分析服务.md)、[语言分析器](语言分析器.md)、[数据模型与算法](数据模型与算法.md)、[分析器工具](分析器工具.md)。
-
-### [Web 前端服务](Web%20前端服务.md)
-
-Web 前端基于 FastAPI 构建，提供用户友好的 GitHub 仓库文档生成界面。用户提交仓库 URL 后，后台守护线程异步克隆并生成文档，支持任务状态实时跟踪、文档缓存和在线浏览。独立的文档可视化服务器支持 Markdown 到 HTML 渲染和 Mermaid 图表展示。包含 28 个组件。
-
-### [共享基础设施](共享基础设施.md)
-
-共享基础设施包含全局配置管理器（`Config`）和文件 I/O 工具类（`FileManager`），被多个子系统广泛依赖。`Config` 封装仓库路径、LLM 参数、输出目录等全局配置，支持从命令行参数和 CLI 上下文两种创建方式。包含 4 个组件。
-
-## 数据流
-
-文档生成的端到端数据流如下：
-
-```mermaid
-graph LR
-    A["源代码仓库"] --> B["依赖分析器"]
-    B --> C["依赖图 + 组件索引"]
-    C --> D["模块聚类"]
-    D --> E["模块树"]
-    E --> F["拓扑排序"]
-    F --> G["叶优先生成顺序"]
-    G --> H["LLM 逐模块生成"]
-    H --> I["Markdown Wiki"]
-    I --> J["HTML 可视化"]
-```
-
-1. **代码分析**：依赖分析器遍历源代码，使用语言特定解析器提取组件和调用关系
-2. **图构建**：DependencyGraphBuilder 构建有向依赖图
-3. **模块聚类**：LLM 根据组件功能相似度将组件分组为逻辑模块
-4. **拓扑排序**：检测并打破循环依赖，计算叶优先的处理顺序
-5. **文档生成**：LLM 按叶→根顺序逐模块生成 Markdown 文档
-6. **可视化**：Web 前端将 Markdown 渲染为带 Mermaid 图表的 HTML
-
-## 技术栈
-
-- **语言**：Python 3.10+
-- **代码解析**：Python `ast` + Tree-sitter（9 种语言）
-- **LLM 集成**：PydanticAI、OpenAI SDK、LiteLLM、Azure
-- **CLI 框架**：click
-- **Web 框架**：FastAPI、Jinja2
-- **协议**：MCP（Model Context Protocol）over stdio
-- **图表**：Mermaid.js
-- **版本控制**：Git / GitPython
-
-## 快速开始
-
-```bash
-# 安装
-git clone https://github.com/mambo-wang/CodeWiki-CN.git
-cd CodeWiki-CN && pip install -e .
-
-# CLI 模式
-codewiki generate --repo-path /path/to/repo --output-dir /path/to/repo/repowiki
-
-# MCP 模式（IDE 集成）
-codewiki mcp
-```
-
-MCP 配置（添加到 IDE）：
-
-```json
-{
-  "mcpServers": {
-    "codewiki": {
-      "command": "python",
-      "args": ["-m", "codewiki.mcp.server"],
-      "cwd": "/path/to/CodeWiki-CN"
-    }
-  }
-}
-```
diff --git a/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json b/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
deleted file mode 100644
index e527965a..00000000
--- a/repowiki/temp/dependency_graphs/CodeWiki_CN_dependency_graph.json
+++ /dev/null
@@ -1,6459 +0,0 @@
-{
-  "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator": {
-    "id": "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
-    "name": "CLIDocumentationGenerator",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\adapters\\doc_generator.py",
-    "relative_path": "codewiki\\cli\\adapters\\doc_generator.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::APIError",
-      "codewiki\\src\\config.py::set_cli_context",
-      "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
-      "codewiki\\cli\\models\\job.py::LLMConfig",
-      "codewiki\\cli\\models\\job.py::DocumentationJob",
-      "codewiki\\cli\\utils\\fs.py::ensure_directory",
-      "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
-      "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
-      "codewiki\\cli\\html_generator.py::HTMLGenerator",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
-      "codewiki\\cli\\utils\\progress.py::ProgressTracker"
-    ],
-    "source_code": "class CLIDocumentationGenerator:\n    \"\"\"\n    CLI adapter for documentation generation with progress reporting.\n    \n    This class wraps the backend documentation generator and adds\n    CLI-specific features like progress tracking and error handling.\n    \"\"\"\n    \n    def __init__(\n        self,\n        repo_path: Path,\n        output_dir: Path,\n        config: Dict[str, Any],\n        verbose: bool = False,\n        generate_html: bool = False,\n        commit_id: str = None,\n    ):\n        \"\"\"\n        Initialize the CLI documentation generator.\n        \n        Args:\n            repo_path: Repository path\n            output_dir: Output directory\n            config: LLM configuration\n            verbose: Enable verbose output\n            generate_html: Whether to generate HTML viewer\n            commit_id: Git commit SHA for incremental update tracking\n        \"\"\"\n        self.repo_path = repo_path\n        self.output_dir = output_dir\n        self.config = config\n        self.verbose = verbose\n        self.generate_html = generate_html\n        self.commit_id = commit_id\n        self.progress_tracker = ProgressTracker(total_stages=5, verbose=verbose)\n        self.job = DocumentationJob()\n        \n        # Setup job metadata\n        self.job.repository_path = str(repo_path)\n        self.job.repository_name = repo_path.name\n        self.job.output_directory = str(output_dir)\n        self.job.llm_config = LLMConfig(\n            main_model=config.get('main_model', ''),\n            cluster_model=config.get('cluster_model', ''),\n            base_url=config.get('base_url', '')\n        )\n        \n        # Configure backend logging\n        self._configure_backend_logging()\n    \n    def _configure_backend_logging(self):\n        \"\"\"Configure backend logger for CLI use with colored output.\"\"\"\n        from codewiki.src.be.dependency_analyzer.utils.logging_config import ColoredFormatter\n        \n        # Get backend logger (parent of all backend modules)\n        backend_logger = logging.getLogger('codewiki.src.be')\n        \n        # Remove existing handlers to avoid duplicates\n        backend_logger.handlers.clear()\n        \n        if self.verbose:\n            # In verbose mode, show INFO and above\n            backend_logger.setLevel(logging.INFO)\n            \n            # Create console handler with formatting\n            console_handler = logging.StreamHandler(sys.stdout)\n            console_handler.setLevel(logging.INFO)\n            \n            # Use colored formatter for better readability\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            # Add handler to logger\n            backend_logger.addHandler(console_handler)\n        else:\n            # In non-verbose mode, suppress backend logs (use WARNING level to hide INFO/DEBUG)\n            backend_logger.setLevel(logging.WARNING)\n            \n            # Create console handler for warnings and errors only\n            console_handler = logging.StreamHandler(sys.stderr)\n            console_handler.setLevel(logging.WARNING)\n            \n            # Use colored formatter even for warnings/errors\n            colored_formatter = ColoredFormatter()\n            console_handler.setFormatter(colored_formatter)\n            \n            backend_logger.addHandler(console_handler)\n        \n        # Prevent propagation to root logger to avoid duplicate messages\n        backend_logger.propagate = False\n    \n    def generate(self) -> DocumentationJob:\n        \"\"\"\n        Generate documentation with progress tracking.\n        \n        Returns:\n            Completed DocumentationJob\n            \n        Raises:\n            APIError: If LLM API call fails\n        \"\"\"\n        self.job.start()\n        start_time = time.time()\n        \n        try:\n            # Set CLI context for backend\n            set_cli_context(True)\n            \n            # Create backend config with CLI settings\n            backend_config = BackendConfig.from_cli(\n                repo_path=str(self.repo_path),\n                output_dir=str(self.output_dir),\n                llm_base_url=self.config.get('base_url'),\n                llm_api_key=self.config.get('api_key'),\n                main_model=self.config.get('main_model'),\n                cluster_model=self.config.get('cluster_model'),\n                fallback_model=self.config.get('fallback_model'),\n                provider=self.config.get('provider', 'openai-compatible'),\n                aws_region=self.config.get('aws_region', 'us-east-1'),\n                max_tokens=self.config.get('max_tokens', 32768),\n                max_token_per_module=self.config.get('max_token_per_module', 36369),\n                max_token_per_leaf_module=self.config.get('max_token_per_leaf_module', 16000),\n                max_depth=self.config.get('max_depth', 2),\n                agent_instructions=self.config.get('agent_instructions')\n            )\n            \n            # Run backend documentation generation\n            asyncio.run(self._run_backend_generation(backend_config))\n            \n            # Stage 4: HTML Generation (optional)\n            if self.generate_html:\n                self._run_html_generation()\n            \n            # Stage 5: Finalization (metadata already created by backend)\n            self._finalize_job()\n            \n            # Complete job\n            generation_time = time.time() - start_time\n            self.job.complete()\n            \n            return self.job\n            \n        except APIError as e:\n            self.job.fail(str(e))\n            raise\n        except Exception as e:\n            self.job.fail(str(e))\n            raise\n    \n    async def _run_backend_generation(self, backend_config: BackendConfig):\n        \"\"\"Run the backend documentation generation with progress tracking.\"\"\"\n        \n        # Stage 1: Dependency Analysis\n        self.progress_tracker.start_stage(1, \"Dependency Analysis\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.2, \"Initializing dependency analyzer...\")\n        \n        # Create documentation generator\n        doc_generator = DocumentationGenerator(backend_config, commit_id=self.commit_id)\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Parsing source files...\")\n        \n        # Build dependency graph\n        try:\n            components, leaf_nodes = doc_generator.graph_builder.build_dependency_graph()\n            self.job.statistics.total_files_analyzed = len(components)\n            self.job.statistics.leaf_nodes = len(leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.8, f\"Analyzed {len(components)} files, found {len(leaf_nodes)} leaf nodes\")\n                # Log individual files analyzed\n                for comp_name in sorted(components.keys())[:20]:\n                    self.progress_tracker.update_stage(0.9, f\"  File: {comp_name}\")\n                if len(components) > 20:\n                    self.progress_tracker.update_stage(0.9, f\"  ... and {len(components) - 20} more files\")\n        except Exception as e:\n            raise APIError(f\"Dependency analysis failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 2: Module Clustering\n        self.progress_tracker.start_stage(2, \"Module Clustering\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.5, \"Clustering modules with LLM...\")\n        \n        # Import clustering function\n        from codewiki.src.be.cluster_modules import (\n            cluster_modules,\n            get_clustering_input_token_count,\n        )\n        from codewiki.src.utils import file_manager\n        from codewiki.src.config import FIRST_MODULE_TREE_FILENAME, MODULE_TREE_FILENAME\n\n        working_dir = str(self.output_dir.absolute())\n        file_manager.ensure_directory(working_dir)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n\n        try:\n            if os.path.exists(first_module_tree_path):\n                module_tree = file_manager.load_json(first_module_tree_path)\n                if self.verbose:\n                    self.progress_tracker.update_stage(0.5, \"Loaded cached module tree\")\n            else:\n                if self.verbose:\n                    clustering_tokens = get_clustering_input_token_count(\n                        leaf_nodes, components\n                    )\n                    self.progress_tracker.update_stage(\n                        0.3,\n                        (\n                            f\"Preparing {len(leaf_nodes)} leaf nodes for clustering \"\n                            f\"({clustering_tokens} tokens, threshold \"\n                            f\"{backend_config.max_token_per_module})\"\n                        ),\n                    )\n                    if clustering_tokens <= backend_config.max_token_per_module:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Skipping LLM clustering; selected leaf nodes fit within the module token threshold\",\n                        )\n                    else:\n                        self.progress_tracker.update_stage(\n                            0.4,\n                            \"Clustering modules with LLM...\",\n                        )\n                cluster_model = backend_config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    backend_config,\n                    completer=lambda p: doc_generator.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n\n            file_manager.save_json(module_tree, module_tree_path)\n            self.job.module_count = len(module_tree)\n\n            if self.verbose:\n                if len(module_tree) == 0:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        \"Created 0 modules; continuing in whole-repository documentation mode\",\n                    )\n                else:\n                    self.progress_tracker.update_stage(\n                        1.0,\n                        f\"Created {len(module_tree)} modules\",\n                    )\n                for mod_name in sorted(module_tree.keys()):\n                    file_count = len(module_tree[mod_name]) if isinstance(module_tree[mod_name], list) else \"?\"\n                    self.progress_tracker.update_stage(1.0, f\"  Module: {mod_name} ({file_count} files)\")\n        except Exception as e:\n            raise APIError(f\"Module clustering failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n        \n        # Stage 3: Documentation Generation\n        self.progress_tracker.start_stage(3, \"Documentation Generation\")\n        if self.verbose:\n            self.progress_tracker.update_stage(0.1, \"Generating module documentation...\")\n        \n        try:\n            if self.verbose:\n                self.progress_tracker.update_stage(0.2, f\"Generating documentation for {self.job.module_count} modules...\")\n\n            # Run the actual documentation generation\n            await doc_generator.generate_module_documentation(components, leaf_nodes)\n\n            if self.verbose:\n                self.progress_tracker.update_stage(0.9, \"Creating repository overview...\")\n            \n            # Create metadata\n            doc_generator.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            # Collect generated files\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') or file_path.endswith('.json'):\n                    self.job.files_generated.append(file_path)\n            \n        except Exception as e:\n            raise APIError(f\"Documentation generation failed: {e}\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _run_html_generation(self):\n        \"\"\"Run HTML generation stage.\"\"\"\n        self.progress_tracker.start_stage(4, \"HTML Generation\")\n        \n        from codewiki.cli.html_generator import HTMLGenerator\n        \n        # Generate HTML\n        html_generator = HTMLGenerator()\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(0.3, \"Loading module tree and metadata...\")\n        \n        repo_info = html_generator.detect_repository_info(self.repo_path)\n        \n        # Generate HTML with auto-loading of module_tree and metadata from docs_dir\n        output_path = self.output_dir / \"index.html\"\n        html_generator.generate(\n            output_path=output_path,\n            title=repo_info['name'],\n            repository_url=repo_info['url'],\n            github_pages_url=repo_info['github_pages_url'],\n            docs_dir=self.output_dir  # Auto-load module_tree and metadata from here\n        )\n        \n        self.job.files_generated.append(\"index.html\")\n        \n        if self.verbose:\n            self.progress_tracker.update_stage(1.0, \"Generated index.html\")\n        \n        self.progress_tracker.complete_stage()\n    \n    def _finalize_job(self):\n        \"\"\"Finalize the job (metadata already created by backend).\"\"\"\n        # Just verify metadata exists\n        metadata_path = self.output_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            # Create our own if backend didn't\n            with open(metadata_path, 'w') as f:\n                f.write(self.job.to_json())",
-    "start_line": 26,
-    "end_line": 350,
-    "has_docstring": true,
-    "docstring": "CLI adapter for documentation generation with progress reporting.\n\nThis class wraps the backend documentation generator and adds\nCLI-specific features like progress tracking and error handling.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class CLIDocumentationGenerator",
-    "component_id": "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\config.py::parse_patterns": {
-    "id": "codewiki\\cli\\commands\\config.py::parse_patterns",
-    "name": "parse_patterns",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
-    "relative_path": "codewiki\\cli\\commands\\config.py",
-    "depends_on": [],
-    "source_code": "def parse_patterns(patterns_str: str) -> List[str]:\n    \"\"\"Parse comma-separated patterns into a list.\"\"\"\n    if not patterns_str:\n        return []\n    return [p.strip() for p in patterns_str.split(',') if p.strip()]",
-    "start_line": 27,
-    "end_line": 31,
-    "has_docstring": true,
-    "docstring": "Parse comma-separated patterns into a list.",
-    "parameters": [
-      "patterns_str"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function parse_patterns",
-    "component_id": "codewiki\\cli\\commands\\config.py::parse_patterns",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\config.py::config_group": {
-    "id": "codewiki\\cli\\commands\\config.py::config_group",
-    "name": "config_group",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
-    "relative_path": "codewiki\\cli\\commands\\config.py",
-    "depends_on": [],
-    "source_code": "def config_group():\n    \"\"\"Manage CodeWiki configuration (API credentials and settings).\"\"\"\n    pass",
-    "start_line": 35,
-    "end_line": 37,
-    "has_docstring": true,
-    "docstring": "Manage CodeWiki configuration (API credentials and settings).",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function config_group",
-    "component_id": "codewiki\\cli\\commands\\config.py::config_group",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\config.py::config_set": {
-    "id": "codewiki\\cli\\commands\\config.py::config_set",
-    "name": "config_set",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
-    "relative_path": "codewiki\\cli\\commands\\config.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
-      "codewiki\\cli\\utils\\validation.py::validate_model_name",
-      "codewiki\\cli\\config_manager.py::ConfigManager",
-      "codewiki\\cli\\utils\\validation.py::validate_url",
-      "codewiki\\cli\\utils\\errors.py::ConfigurationError",
-      "codewiki\\cli\\utils\\errors.py::handle_error",
-      "codewiki\\cli\\utils\\validation.py::validate_api_key"
-    ],
-    "source_code": "def config_set(\n    api_key: Optional[str],\n    base_url: Optional[str],\n    main_model: Optional[str],\n    cluster_model: Optional[str],\n    fallback_model: Optional[str],\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    provider: Optional[str] = None,\n    aws_region: Optional[str] = None,\n    api_version: Optional[str] = None,\n    azure_deployment: Optional[str] = None\n):\n    \"\"\"\n    Set configuration values for CodeWiki.\n    \n    API keys are stored securely in your system keychain:\n      • macOS: Keychain Access\n      • Windows: Credential Manager  \n      • Linux: Secret Service (GNOME Keyring, KWallet)\n    \n    Examples:\n\n    \\b\n    # Set all configuration (API mode)\n    $ codewiki config set --api-key sk-abc123 --base-url https://api.anthropic.com \\\\\n        --main-model claude-sonnet-4 --cluster-model claude-sonnet-4 --fallback-model glm-4p5\n\n    \\b\n    # Subscription mode (Claude Code) — no API key needed,\n    # authenticate via 'claude login' on the host first\n    $ codewiki config set --provider claude-code --main-model claude-sonnet-4-5\n\n    \\b\n    # Subscription mode (Codex)\n    $ codewiki config set --provider codex --main-model gpt-5.2-codex\n\n    \\b\n    # Update only API key\n    $ codewiki config set --api-key sk-new-key\n\n    \\b\n    # Set max tokens for LLM response\n    $ codewiki config set --max-tokens 16384\n\n    \\b\n    # Set all max token settings\n    $ codewiki config set --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n    \\b\n    # Set max depth for hierarchical decomposition\n    $ codewiki config set --max-depth 3\n    \"\"\"\n    try:\n        # Check if at least one option is provided\n        if not any([api_key, base_url, main_model, cluster_model, fallback_model, max_tokens, max_token_per_module, max_token_per_leaf_module, max_depth, provider, aws_region, api_version, azure_deployment]):\n            click.echo(\"No options provided. Use --help for usage information.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Validate inputs before saving\n        validated_data = {}\n        \n        if api_key:\n            validated_data['api_key'] = validate_api_key(api_key)\n        \n        if base_url:\n            validated_data['base_url'] = validate_url(base_url)\n        \n        if main_model:\n            validated_data['main_model'] = validate_model_name(main_model)\n        \n        if cluster_model:\n            validated_data['cluster_model'] = validate_model_name(cluster_model)\n        \n        if fallback_model:\n            validated_data['fallback_model'] = validate_model_name(fallback_model)\n        \n        if max_tokens is not None:\n            if max_tokens < 1:\n                raise ConfigurationError(\"max_tokens must be a positive integer\")\n            validated_data['max_tokens'] = max_tokens\n        \n        if max_token_per_module is not None:\n            if max_token_per_module < 1:\n                raise ConfigurationError(\"max_token_per_module must be a positive integer\")\n            validated_data['max_token_per_module'] = max_token_per_module\n        \n        if max_token_per_leaf_module is not None:\n            if max_token_per_leaf_module < 1:\n                raise ConfigurationError(\"max_token_per_leaf_module must be a positive integer\")\n            validated_data['max_token_per_leaf_module'] = max_token_per_leaf_module\n        \n        if max_depth is not None:\n            if max_depth < 1:\n                raise ConfigurationError(\"max_depth must be a positive integer\")\n            validated_data['max_depth'] = max_depth\n\n        if provider is not None:\n            validated_data['provider'] = provider\n\n        if aws_region is not None:\n            validated_data['aws_region'] = aws_region\n\n        if api_version is not None:\n            validated_data['api_version'] = api_version\n\n        if azure_deployment is not None:\n            validated_data['azure_deployment'] = azure_deployment\n\n        # Create config manager and save\n        manager = ConfigManager()\n        manager.load()  # Load existing config if present\n\n        manager.save(\n            api_key=validated_data.get('api_key'),\n            base_url=validated_data.get('base_url'),\n            main_model=validated_data.get('main_model'),\n            cluster_model=validated_data.get('cluster_model'),\n            fallback_model=validated_data.get('fallback_model'),\n            max_tokens=validated_data.get('max_tokens'),\n            max_token_per_module=validated_data.get('max_token_per_module'),\n            max_token_per_leaf_module=validated_data.get('max_token_per_leaf_module'),\n            max_depth=validated_data.get('max_depth'),\n            provider=validated_data.get('provider'),\n            aws_region=validated_data.get('aws_region'),\n            api_version=validated_data.get('api_version'),\n            azure_deployment=validated_data.get('azure_deployment')\n        )\n        \n        # Display success messages\n        click.echo()\n        if api_key:\n            if manager.keyring_available:\n                click.secho(\"✓ API key saved to system keychain\", fg=\"green\")\n            else:\n                click.secho(\n                    \"⚠️  System keychain unavailable. API key stored in encrypted file.\",\n                    fg=\"yellow\"\n                )\n        \n        if base_url:\n            click.secho(f\"✓ Base URL: {base_url}\", fg=\"green\")\n        \n        if main_model:\n            click.secho(f\"✓ Main model: {main_model}\", fg=\"green\")\n        \n        if cluster_model:\n            click.secho(f\"✓ Cluster model: {cluster_model}\", fg=\"green\")\n            \n            # Warn if not using top-tier model for clustering\n            if not is_top_tier_model(cluster_model):\n                click.secho(\n                    \"\\n⚠️  Cluster model is not a top-tier LLM. \"\n                    \"Documentation quality may be suboptimal.\",\n                    fg=\"yellow\"\n                )\n                click.echo(\n                    \"   Recommended models: claude-opus, claude-sonnet-4, gpt-4, gpt-4-turbo\"\n                )\n        \n        if fallback_model:\n            click.secho(f\"✓ Fallback model: {fallback_model}\", fg=\"green\")\n        \n        if max_tokens:\n            click.secho(f\"✓ Max tokens: {max_tokens}\", fg=\"green\")\n        \n        if max_token_per_module:\n            click.secho(f\"✓ Max token per module: {max_token_per_module}\", fg=\"green\")\n        \n        if max_token_per_leaf_module:\n            click.secho(f\"✓ Max token per leaf module: {max_token_per_leaf_module}\", fg=\"green\")\n        \n        if max_depth:\n            click.secho(f\"✓ Max depth: {max_depth}\", fg=\"green\")\n\n        if provider:\n            click.secho(f\"✓ Provider: {provider}\", fg=\"green\")\n\n        if aws_region:\n            click.secho(f\"✓ AWS Region: {aws_region}\", fg=\"green\")\n\n        if api_version:\n            click.secho(f\"✓ API Version: {api_version}\", fg=\"green\")\n\n        if azure_deployment:\n            click.secho(f\"✓ Azure Deployment: {azure_deployment}\", fg=\"green\")\n\n        click.echo(\"\\n\" + click.style(\"Configuration updated successfully.\", fg=\"green\", bold=True))\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e))",
-    "start_line": 112,
-    "end_line": 307,
-    "has_docstring": true,
-    "docstring": "Set configuration values for CodeWiki.\n\nAPI keys are stored securely in your system keychain:\n  • macOS: Keychain Access\n  • Windows: Credential Manager  \n  • Linux: Secret Service (GNOME Keyring, KWallet)\n\nExamples:\n\n\b\n# Set all configuration (API mode)\n$ codewiki config set --api-key sk-abc123 --base-url https://api.anthropic.com \\\n    --main-model claude-sonnet-4 --cluster-model claude-sonnet-4 --fallback-model glm-4p5\n\n\b\n# Subscription mode (Claude Code) — no API key needed,\n# authenticate via 'claude login' on the host first\n$ codewiki config set --provider claude-code --main-model claude-sonnet-4-5\n\n\b\n# Subscription mode (Codex)\n$ codewiki config set --provider codex --main-model gpt-5.2-codex\n\n\b\n# Update only API key\n$ codewiki config set --api-key sk-new-key\n\n\b\n# Set max tokens for LLM response\n$ codewiki config set --max-tokens 16384\n\n\b\n# Set all max token settings\n$ codewiki config set --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n\b\n# Set max depth for hierarchical decomposition\n$ codewiki config set --max-depth 3",
-    "parameters": [
-      "api_key",
-      "base_url",
-      "main_model",
-      "cluster_model",
-      "fallback_model",
-      "max_tokens",
-      "max_token_per_module",
-      "max_token_per_leaf_module",
-      "max_depth",
-      "provider",
-      "aws_region",
-      "api_version",
-      "azure_deployment"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function config_set",
-    "component_id": "codewiki\\cli\\commands\\config.py::config_set",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\config.py::config_show": {
-    "id": "codewiki\\cli\\commands\\config.py::config_show",
-    "name": "config_show",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
-    "relative_path": "codewiki\\cli\\commands\\config.py",
-    "depends_on": [
-      "codewiki\\cli\\config_manager.py::ConfigManager",
-      "codewiki\\cli\\utils\\errors.py::handle_error",
-      "codewiki\\cli\\utils\\validation.py::mask_api_key",
-      "codewiki\\src\\be\\backend.py::is_caw_provider"
-    ],
-    "source_code": "def config_show(output_json: bool):\n    \"\"\"\n    Display current configuration.\n    \n    API keys are masked for security (showing only first and last 4 characters).\n    \n    Examples:\n    \n    \\b\n    # Display configuration\n    $ codewiki config show\n    \n    \\b\n    # Display as JSON\n    $ codewiki config show --json\n    \"\"\"\n    try:\n        manager = ConfigManager()\n        \n        if not manager.load():\n            click.secho(\"\\n✗ Configuration not found.\", fg=\"red\", err=True)\n            click.echo(\"\\nPlease run 'codewiki config set' to configure your API credentials:\")\n            click.echo(\"  codewiki config set --api-key <key> --base-url <url> \\\\\")\n            click.echo(\"    --main-model <model> --cluster-model <model> --fallback-model <model>\")\n            click.echo(\"\\nFor more help: codewiki config set --help\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        config = manager.get_config()\n        api_key = manager.get_api_key()\n        \n        if output_json:\n            # JSON output\n            output = {\n                \"api_key\": mask_api_key(api_key) if api_key else \"Not set\",\n                \"api_key_storage\": \"keychain\" if manager.keyring_available else \"encrypted_file\",\n                \"base_url\": config.base_url if config else \"\",\n                \"main_model\": config.main_model if config else \"\",\n                \"cluster_model\": config.cluster_model if config else \"\",\n                \"fallback_model\": config.fallback_model if config else \"glm-4p5\",\n                \"default_output\": config.default_output if config else \"docs\",\n                \"max_tokens\": config.max_tokens if config else 32768,\n                \"max_token_per_module\": config.max_token_per_module if config else 36369,\n                \"max_token_per_leaf_module\": config.max_token_per_leaf_module if config else 16000,\n                \"max_depth\": config.max_depth if config else 2,\n                \"agent_instructions\": config.agent_instructions.to_dict() if config and config.agent_instructions else {},\n                \"config_file\": str(manager.config_file_path)\n            }\n            click.echo(json.dumps(output, indent=2))\n        else:\n            # Human-readable output\n            click.echo()\n            click.secho(\"CodeWiki Configuration\", fg=\"blue\", bold=True)\n            click.echo(\"━\" * 40)\n            click.echo()\n            \n            from codewiki.src.be.backend import is_caw_provider\n            caw_mode = bool(config) and is_caw_provider(config.provider)\n\n            click.secho(\"Credentials\", fg=\"cyan\", bold=True)\n            if caw_mode:\n                cli_name = \"claude\" if config.provider == \"claude-code\" else \"codex\"\n                click.secho(\n                    f\"  Subscription mode: authenticate via '{cli_name} login' (no API key needed)\",\n                    fg=\"cyan\",\n                )\n            elif api_key:\n                storage = \"system keychain\" if manager.keyring_available else \"encrypted file\"\n                click.echo(f\"  API Key:          {mask_api_key(api_key)} (in {storage})\")\n            else:\n                click.secho(\"  API Key:          Not set\", fg=\"yellow\")\n\n            click.echo()\n            click.secho(\"API Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Provider:         {config.provider}\")\n                click.echo(f\"  Main Model:       {config.main_model or 'Not set'}\")\n                if not caw_mode:\n                    click.echo(f\"  Base URL:         {config.base_url or 'Not set'}\")\n                    click.echo(f\"  Cluster Model:    {config.cluster_model or 'Not set'}\")\n                    click.echo(f\"  Fallback Model:   {config.fallback_model or 'Not set'}\")\n                    if config.provider == \"bedrock\":\n                        click.echo(f\"  AWS Region:       {config.aws_region}\")\n                    elif config.provider == \"azure-openai\":\n                        click.echo(f\"  API Version:      {config.api_version}\")\n                        click.echo(f\"  Azure Deployment: {config.azure_deployment or 'Not set'}\")\n            else:\n                click.secho(\"  Not configured\", fg=\"yellow\")\n            \n            click.echo()\n            click.secho(\"Output Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Default Output:   {config.default_output}\")\n            \n            click.echo()\n            click.secho(\"Token Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Max Tokens:              {config.max_tokens}\")\n                click.echo(f\"  Max Token/Module:        {config.max_token_per_module}\")\n                click.echo(f\"  Max Token/Leaf Module:   {config.max_token_per_leaf_module}\")\n            \n            click.echo()\n            click.secho(\"Decomposition Settings\", fg=\"cyan\", bold=True)\n            if config:\n                click.echo(f\"  Max Depth:               {config.max_depth}\")\n            \n            click.echo()\n            click.secho(\"Agent Instructions\", fg=\"cyan\", bold=True)\n            if config and config.agent_instructions and not config.agent_instructions.is_empty():\n                agent = config.agent_instructions\n                if agent.include_patterns:\n                    click.echo(f\"  Include patterns:   {', '.join(agent.include_patterns)}\")\n                if agent.exclude_patterns:\n                    click.echo(f\"  Exclude patterns:   {', '.join(agent.exclude_patterns)}\")\n                if agent.focus_modules:\n                    click.echo(f\"  Focus modules:      {', '.join(agent.focus_modules)}\")\n                if agent.doc_type:\n                    click.echo(f\"  Doc type:           {agent.doc_type}\")\n                if agent.custom_instructions:\n                    click.echo(f\"  Custom instructions: {agent.custom_instructions[:50]}...\")\n            else:\n                click.secho(\"  Using defaults (no custom settings)\", fg=\"yellow\")\n            \n            click.echo()\n            click.echo(f\"Configuration file: {manager.config_file_path}\")\n            click.echo()\n        \n    except Exception as e:\n        sys.exit(handle_error(e))",
-    "start_line": 317,
-    "end_line": 444,
-    "has_docstring": true,
-    "docstring": "Display current configuration.\n\nAPI keys are masked for security (showing only first and last 4 characters).\n\nExamples:\n\n\b\n# Display configuration\n$ codewiki config show\n\n\b\n# Display as JSON\n$ codewiki config show --json",
-    "parameters": [
-      "output_json"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function config_show",
-    "component_id": "codewiki\\cli\\commands\\config.py::config_show",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\config.py::config_validate": {
-    "id": "codewiki\\cli\\commands\\config.py::config_validate",
-    "name": "config_validate",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
-    "relative_path": "codewiki\\cli\\commands\\config.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
-      "codewiki\\src\\be\\backend.py::is_caw_provider",
-      "codewiki\\cli\\config_manager.py::ConfigManager",
-      "codewiki\\cli\\utils\\validation.py::validate_url",
-      "codewiki\\cli\\utils\\errors.py::handle_error"
-    ],
-    "source_code": "def config_validate(quick: bool, verbose: bool):\n    \"\"\"\n    Validate configuration and test LLM API connectivity.\n    \n    Checks:\n      • Configuration file exists and is valid\n      • API key is present\n      • API settings are correctly formatted\n      • (Optional) API connectivity test\n    \n    Examples:\n    \n    \\b\n    # Full validation with API test\n    $ codewiki config validate\n    \n    \\b\n    # Quick validation (config only)\n    $ codewiki config validate --quick\n    \n    \\b\n    # Verbose output\n    $ codewiki config validate --verbose\n    \"\"\"\n    try:\n        click.echo()\n        click.secho(\"Validating configuration...\", fg=\"blue\", bold=True)\n        click.echo()\n        \n        manager = ConfigManager()\n        \n        # Step 1: Check config file\n        if verbose:\n            click.echo(\"[1/5] Checking configuration file...\")\n            click.echo(f\"      Path: {manager.config_file_path}\")\n        \n        if not manager.load():\n            click.secho(\"✗ Configuration file not found\", fg=\"red\")\n            click.echo()\n            click.echo(\"Error: Configuration is incomplete. Run 'codewiki config set --help' for setup instructions.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        if verbose:\n            click.secho(\"      ✓ File exists\", fg=\"green\")\n            click.secho(\"      ✓ Valid JSON format\", fg=\"green\")\n        else:\n            click.secho(\"✓ Configuration file exists\", fg=\"green\")\n        \n        # Load config early so we know the provider for the rest of the checks.\n        config = manager.get_config()\n        from codewiki.src.be.backend import is_caw_provider\n        caw_mode = bool(config) and is_caw_provider(config.provider)\n\n        # Step 2: Check API key (skipped for subscription providers)\n        if verbose:\n            click.echo()\n            click.echo(\"[2/5] Checking API key...\")\n\n        if caw_mode:\n            if verbose:\n                click.secho(\"      ✓ API key not required (subscription mode)\", fg=\"green\")\n            else:\n                click.secho(\"✓ API key not required (subscription mode)\", fg=\"green\")\n        else:\n            if verbose:\n                storage = \"system keychain\" if manager.keyring_available else \"encrypted file\"\n                click.echo(f\"      Storage: {storage}\")\n\n            api_key = manager.get_api_key()\n            if not api_key:\n                click.secho(\"✗ API key missing\", fg=\"red\")\n                click.echo()\n                click.echo(\"Error: API key not set. Run 'codewiki config set --api-key <key>'\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(f\"      ✓ API key retrieved\", fg=\"green\")\n                click.secho(f\"      ✓ Length: {len(api_key)} characters\", fg=\"green\")\n            else:\n                click.secho(\"✓ API key present (stored in keychain)\", fg=\"green\")\n\n        # Step 3: Check base URL (skipped for subscription providers)\n        if verbose:\n            click.echo()\n            click.echo(\"[3/5] Checking base URL...\")\n\n        if caw_mode:\n            if verbose:\n                click.secho(\"      ✓ Base URL not required (subscription mode)\", fg=\"green\")\n            else:\n                click.secho(\"✓ Base URL not required (subscription mode)\", fg=\"green\")\n        else:\n            if verbose:\n                click.echo(f\"      URL: {config.base_url}\")\n\n            if not config.base_url:\n                click.secho(\"✗ Base URL not set\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            try:\n                validate_url(config.base_url)\n                if verbose:\n                    click.secho(\"      ✓ Valid HTTPS URL\", fg=\"green\")\n                else:\n                    click.secho(f\"✓ Base URL valid: {config.base_url}\", fg=\"green\")\n            except ConfigurationError as e:\n                click.secho(f\"✗ Invalid base URL: {e.message}\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Step 4: Check models\n        if verbose:\n            click.echo()\n            click.echo(\"[4/5] Checking model configuration...\")\n            click.echo(f\"      Main model: {config.main_model}\")\n            if not caw_mode:\n                click.echo(f\"      Cluster model: {config.cluster_model}\")\n                click.echo(f\"      Fallback model: {config.fallback_model}\")\n\n        if caw_mode:\n            if not config.main_model:\n                click.secho(\"✗ Main model not configured\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n            if verbose:\n                click.secho(\"      ✓ Main model configured\", fg=\"green\")\n            else:\n                click.secho(f\"✓ Main model configured: {config.main_model}\", fg=\"green\")\n        else:\n            if not config.main_model or not config.cluster_model or not config.fallback_model:\n                click.secho(\"✗ Models not configured\", fg=\"red\")\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(\"      ✓ Models configured\", fg=\"green\")\n            else:\n                click.secho(f\"✓ Main model configured: {config.main_model}\", fg=\"green\")\n                click.secho(f\"✓ Cluster model configured: {config.cluster_model}\", fg=\"green\")\n                click.secho(f\"✓ Fallback model configured: {config.fallback_model}\", fg=\"green\")\n\n            # Warn about non-top-tier cluster model\n            if not is_top_tier_model(config.cluster_model):\n                click.secho(\n                    \"⚠️  Cluster model is not top-tier. Consider using claude-sonnet-4 or gpt-4.\",\n                    fg=\"yellow\"\n                )\n\n        # Step 5: API connectivity test (unless --quick)\n        if caw_mode:\n            if verbose:\n                click.echo()\n                click.echo(\"[5/5] Checking CLI availability...\")\n\n            import shutil\n            cli_name = \"claude\" if config.provider == \"claude-code\" else \"codex\"\n            cli_path = shutil.which(cli_name)\n            if not cli_path:\n                click.secho(f\"✗ {cli_name} CLI not found in PATH\", fg=\"red\")\n                click.echo(\n                    f\"\\nInstall the {cli_name} CLI and run '{cli_name} login' \"\n                    f\"to authenticate, then re-run this command.\"\n                )\n                sys.exit(EXIT_CONFIG_ERROR)\n\n            if verbose:\n                click.secho(f\"      ✓ {cli_name} CLI found at {cli_path}\", fg=\"green\")\n                click.secho(\n                    f\"      ↳ Ensure '{cli_name} login' has been run on this host.\",\n                    fg=\"cyan\",\n                )\n            else:\n                click.secho(f\"✓ {cli_name} CLI available (run '{cli_name} login' if not yet authenticated)\", fg=\"green\")\n        elif not quick:\n            if verbose:\n                click.echo()\n                click.echo(\"[5/5] Testing API connectivity...\")\n                click.echo(f\"      URL: {config.base_url}\")\n\n            try:\n                base_url_lower = (config.base_url or \"\").lower()\n                provider = getattr(config, 'provider', 'openai-compatible')\n                if provider == \"azure-openai\" or \".openai.azure.com\" in base_url_lower:\n                    # Use Azure OpenAI SDK\n                    from openai import AzureOpenAI\n                    client = AzureOpenAI(\n                        api_key=api_key,\n                        api_version=config.api_version,\n                        azure_endpoint=config.base_url,\n                    )\n                    client.models.list()\n                elif \"api.anthropic.com\" in base_url_lower:\n                    # Use Anthropic SDK for native Anthropic endpoints\n                    import anthropic\n                    client = anthropic.Anthropic(api_key=api_key)\n                    client.models.list(limit=1)\n                else:\n                    # Use OpenAI SDK for OpenAI-compatible endpoints\n                    from openai import OpenAI\n                    client = OpenAI(api_key=api_key, base_url=config.base_url)\n                    client.models.list()\n\n                if verbose:\n                    click.secho(\"      ✓ API responded successfully\", fg=\"green\")\n                else:\n                    click.secho(\"✓ API connectivity test successful\", fg=\"green\")\n            except Exception as e:\n                click.secho(\"✗ API connectivity test failed\", fg=\"red\")\n                if verbose:\n                    click.echo(f\"      Error: {e}\")\n                sys.exit(EXIT_CONFIG_ERROR)\n        \n        # Success\n        click.echo()\n        click.secho(\"✓ Configuration is valid!\", fg=\"green\", bold=True)\n        click.echo()\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
-    "start_line": 459,
-    "end_line": 677,
-    "has_docstring": true,
-    "docstring": "Validate configuration and test LLM API connectivity.\n\nChecks:\n  • Configuration file exists and is valid\n  • API key is present\n  • API settings are correctly formatted\n  • (Optional) API connectivity test\n\nExamples:\n\n\b\n# Full validation with API test\n$ codewiki config validate\n\n\b\n# Quick validation (config only)\n$ codewiki config validate --quick\n\n\b\n# Verbose output\n$ codewiki config validate --verbose",
-    "parameters": [
-      "quick",
-      "verbose"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function config_validate",
-    "component_id": "codewiki\\cli\\commands\\config.py::config_validate",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\config.py::config_agent": {
-    "id": "codewiki\\cli\\commands\\config.py::config_agent",
-    "name": "config_agent",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\config.py",
-    "relative_path": "codewiki\\cli\\commands\\config.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::handle_error",
-      "codewiki\\cli\\models\\config.py::AgentInstructions",
-      "codewiki\\cli\\config_manager.py::ConfigManager",
-      "codewiki\\cli\\commands\\config.py::parse_patterns"
-    ],
-    "source_code": "def config_agent(\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    clear: bool\n):\n    \"\"\"\n    Configure default agent instructions for documentation generation.\n    \n    These settings are used as defaults when running 'codewiki generate'.\n    Runtime options (--include, --exclude, etc.) override these defaults.\n    \n    Examples:\n    \n    \\b\n    # Set include patterns for C# projects\n    $ codewiki config agent --include \"*.cs\"\n    \n    \\b\n    # Exclude test projects\n    $ codewiki config agent --exclude \"*Tests*,*Specs*,test_*\"\n    \n    \\b\n    # Focus on specific modules\n    $ codewiki config agent --focus \"src/core,src/api\"\n    \n    \\b\n    # Set default doc type\n    $ codewiki config agent --doc-type architecture\n    \n    \\b\n    # Add custom instructions\n    $ codewiki config agent --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Clear all agent instructions\n    $ codewiki config agent --clear\n    \"\"\"\n    try:\n        manager = ConfigManager()\n        \n        if not manager.load():\n            click.secho(\"\\n✗ Configuration not found.\", fg=\"red\", err=True)\n            click.echo(\"\\nPlease run 'codewiki config set' first to configure your API credentials.\")\n            sys.exit(EXIT_CONFIG_ERROR)\n        \n        config = manager.get_config()\n        \n        if clear:\n            # Clear all agent instructions\n            config.agent_instructions = AgentInstructions()\n            manager.save()\n            click.echo()\n            click.secho(\"✓ Agent instructions cleared\", fg=\"green\")\n            click.echo()\n            return\n        \n        # Check if at least one option is provided\n        if not any([include, exclude, focus, doc_type, instructions]):\n            # Display current settings\n            click.echo()\n            click.secho(\"Agent Instructions\", fg=\"blue\", bold=True)\n            click.echo(\"━\" * 40)\n            click.echo()\n            \n            agent = config.agent_instructions\n            if agent and not agent.is_empty():\n                if agent.include_patterns:\n                    click.echo(f\"  Include patterns:   {', '.join(agent.include_patterns)}\")\n                if agent.exclude_patterns:\n                    click.echo(f\"  Exclude patterns:   {', '.join(agent.exclude_patterns)}\")\n                if agent.focus_modules:\n                    click.echo(f\"  Focus modules:      {', '.join(agent.focus_modules)}\")\n                if agent.doc_type:\n                    click.echo(f\"  Doc type:           {agent.doc_type}\")\n                if agent.custom_instructions:\n                    click.echo(f\"  Custom instructions: {agent.custom_instructions}\")\n            else:\n                click.secho(\"  No agent instructions configured (using defaults)\", fg=\"yellow\")\n            \n            click.echo()\n            click.echo(\"Use 'codewiki config agent --help' for usage information.\")\n            click.echo()\n            return\n        \n        # Update agent instructions\n        current = config.agent_instructions or AgentInstructions()\n        \n        if include is not None:\n            current.include_patterns = parse_patterns(include) if include else None\n        if exclude is not None:\n            current.exclude_patterns = parse_patterns(exclude) if exclude else None\n        if focus is not None:\n            current.focus_modules = parse_patterns(focus) if focus else None\n        if doc_type is not None:\n            current.doc_type = doc_type if doc_type else None\n        if instructions is not None:\n            current.custom_instructions = instructions if instructions else None\n        \n        config.agent_instructions = current\n        manager.save()\n        \n        # Display success messages\n        click.echo()\n        if include:\n            click.secho(f\"✓ Include patterns: {parse_patterns(include)}\", fg=\"green\")\n        if exclude:\n            click.secho(f\"✓ Exclude patterns: {parse_patterns(exclude)}\", fg=\"green\")\n        if focus:\n            click.secho(f\"✓ Focus modules: {parse_patterns(focus)}\", fg=\"green\")\n        if doc_type:\n            click.secho(f\"✓ Doc type: {doc_type}\", fg=\"green\")\n        if instructions:\n            click.secho(f\"✓ Custom instructions set\", fg=\"green\")\n        \n        click.echo(\"\\n\" + click.style(\"Agent instructions updated successfully.\", fg=\"green\", bold=True))\n        click.echo()\n        \n    except ConfigurationError as e:\n        click.secho(f\"\\n✗ Configuration error: {e.message}\", fg=\"red\", err=True)\n        sys.exit(e.exit_code)\n    except Exception as e:\n        sys.exit(handle_error(e))",
-    "start_line": 720,
-    "end_line": 844,
-    "has_docstring": true,
-    "docstring": "Configure default agent instructions for documentation generation.\n\nThese settings are used as defaults when running 'codewiki generate'.\nRuntime options (--include, --exclude, etc.) override these defaults.\n\nExamples:\n\n\b\n# Set include patterns for C# projects\n$ codewiki config agent --include \"*.cs\"\n\n\b\n# Exclude test projects\n$ codewiki config agent --exclude \"*Tests*,*Specs*,test_*\"\n\n\b\n# Focus on specific modules\n$ codewiki config agent --focus \"src/core,src/api\"\n\n\b\n# Set default doc type\n$ codewiki config agent --doc-type architecture\n\n\b\n# Add custom instructions\n$ codewiki config agent --instructions \"Focus on public APIs and include usage examples\"\n\n\b\n# Clear all agent instructions\n$ codewiki config agent --clear",
-    "parameters": [
-      "include",
-      "exclude",
-      "focus",
-      "doc_type",
-      "instructions",
-      "clear"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function config_agent",
-    "component_id": "codewiki\\cli\\commands\\config.py::config_agent",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\generate.py::parse_patterns": {
-    "id": "codewiki\\cli\\commands\\generate.py::parse_patterns",
-    "name": "parse_patterns",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
-    "relative_path": "codewiki\\cli\\commands\\generate.py",
-    "depends_on": [],
-    "source_code": "def parse_patterns(patterns_str: str) -> List[str]:\n    \"\"\"Parse comma-separated patterns into a list.\"\"\"\n    if not patterns_str:\n        return []\n    return [p.strip() for p in patterns_str.split(',') if p.strip()]",
-    "start_line": 35,
-    "end_line": 39,
-    "has_docstring": true,
-    "docstring": "Parse comma-separated patterns into a list.",
-    "parameters": [
-      "patterns_str"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function parse_patterns",
-    "component_id": "codewiki\\cli\\commands\\generate.py::parse_patterns",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\generate.py::_detect_changed_files": {
-    "id": "codewiki\\cli\\commands\\generate.py::_detect_changed_files",
-    "name": "_detect_changed_files",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
-    "relative_path": "codewiki\\cli\\commands\\generate.py",
-    "depends_on": [],
-    "source_code": "def _detect_changed_files(\n    repo_path: Path,\n    output_dir: Path,\n    logger,\n    verbose: bool\n) -> Optional[List[str]]:\n    \"\"\"\n    Detect files changed since the last documentation generation.\n\n    Reads the commit_id from metadata.json and compares with current HEAD\n    using git diff. When running inside a subdirectory of a monorepo,\n    only files under that subdirectory are returned.\n\n    Returns list of changed file paths relative to repo_path, or None if\n    unable to determine (e.g., no metadata, not a git repo).\n    \"\"\"\n    import json\n\n    metadata_path = output_dir / \"metadata.json\"\n    if not metadata_path.exists():\n        if verbose:\n            logger.debug(\"No metadata.json found — cannot detect changes, running full generation.\")\n        return None\n\n    try:\n        metadata = json.loads(metadata_path.read_text())\n        prev_commit = metadata.get(\"generation_info\", {}).get(\"commit_id\")\n        if not prev_commit:\n            if verbose:\n                logger.debug(\"No commit_id in metadata — running full generation.\")\n            return None\n    except (json.JSONDecodeError, OSError):\n        return None\n\n    # Get current HEAD commit\n    try:\n        import git\n        repo = git.Repo(repo_path, search_parent_directories=True)\n        current_commit = repo.head.commit.hexsha\n    except Exception:\n        if verbose:\n            logger.debug(\"Cannot access git repo — running full generation.\")\n        return None\n\n    if prev_commit == current_commit:\n        if verbose:\n            logger.debug(f\"HEAD is still at {current_commit[:8]} — no changes.\")\n        return []\n\n    # Determine subdirectory prefix relative to the git root\n    if repo.working_tree_dir is None:\n        if verbose:\n            logger.debug(\"Bare git repository — running full generation.\")\n        return None\n    git_root = Path(repo.working_tree_dir).resolve()\n    repo_path_resolved = repo_path.resolve()\n    try:\n        subpath_prefix = repo_path_resolved.relative_to(git_root).as_posix()\n    except ValueError:\n        # repo_path is outside git root — shouldn't happen, but fall back to full generation\n        if verbose:\n            logger.debug(\"Repo path is outside git root — running full generation.\")\n        return None\n\n    # Get changed files between previous and current commit\n    try:\n        diff_index = repo.commit(prev_commit).diff(current_commit)\n        changed = []\n        for diff in diff_index:\n            if diff.a_path:\n                changed.append(diff.a_path)\n            if diff.b_path and diff.b_path != diff.a_path:\n                changed.append(diff.b_path)\n\n        # Filter to files under the current subdirectory and strip the prefix\n        # so paths align with module_tree.json component paths\n        filtered = []\n        if subpath_prefix == \".\":\n            filtered = changed\n        else:\n            prefix = subpath_prefix + \"/\"\n            for path in changed:\n                if path.startswith(prefix):\n                    filtered.append(path[len(prefix):])\n\n        if verbose:\n            logger.debug(f\"Changes between {prev_commit[:8]} and {current_commit[:8]}:\")\n            if subpath_prefix != \".\":\n                logger.debug(f\"  Scoped to subdirectory: {subpath_prefix}\")\n            for f in filtered[:10]:\n                logger.debug(f\"  {f}\")\n            if len(filtered) > 10:\n                logger.debug(f\"  ... and {len(filtered) - 10} more\")\n\n        return filtered\n    except Exception as e:\n        if verbose:\n            logger.debug(f\"Git diff failed: {e} — running full generation.\")\n        return None",
-    "start_line": 42,
-    "end_line": 140,
-    "has_docstring": true,
-    "docstring": "Detect files changed since the last documentation generation.\n\nReads the commit_id from metadata.json and compares with current HEAD\nusing git diff. When running inside a subdirectory of a monorepo,\nonly files under that subdirectory are returned.\n\nReturns list of changed file paths relative to repo_path, or None if\nunable to determine (e.g., no metadata, not a git repo).",
-    "parameters": [
-      "repo_path",
-      "output_dir",
-      "logger",
-      "verbose"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _detect_changed_files",
-    "component_id": "codewiki\\cli\\commands\\generate.py::_detect_changed_files",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules": {
-    "id": "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
-    "name": "_invalidate_affected_modules",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
-    "relative_path": "codewiki\\cli\\commands\\generate.py",
-    "depends_on": [],
-    "source_code": "def _invalidate_affected_modules(\n    output_dir: Path,\n    changed_files: List[str],\n    logger,\n    verbose: bool\n):\n    \"\"\"\n    Remove cached module documentation for modules that contain changed files.\n\n    Reads module_tree.json to find which modules contain changed files,\n    then deletes their .md files so they get regenerated.\n    \"\"\"\n    import json\n\n    module_tree_path = output_dir / \"module_tree.json\"\n    if not module_tree_path.exists():\n        return\n\n    try:\n        module_tree = json.loads(module_tree_path.read_text())\n    except (json.JSONDecodeError, OSError):\n        return\n\n    changed_set = set(changed_files)\n    modules_to_invalidate = set()\n\n    def _find_affected(tree, parent_names=None):\n        if parent_names is None:\n            parent_names = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            # Check if any component path overlaps with changed files\n            for comp in components:\n                # Component IDs may be class names, check if they match any changed file path\n                if any(changed_file in comp or comp in changed_file for changed_file in changed_set):\n                    modules_to_invalidate.add(mod_name)\n                    # Also invalidate parent modules\n                    for parent in parent_names:\n                        modules_to_invalidate.add(parent)\n                    break\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _find_affected(children, parent_names + [mod_name])\n\n    _find_affected(module_tree)\n\n    # Also remove overview.md since it depends on child docs\n    if modules_to_invalidate:\n        modules_to_invalidate.add(\"overview\")\n\n    # Delete affected module docs\n    for mod_name in modules_to_invalidate:\n        doc_path = output_dir / f\"{mod_name}.md\"\n        if doc_path.exists():\n            doc_path.unlink()\n            if verbose:\n                logger.debug(f\"Invalidated: {doc_path.name}\")\n\n    if verbose:\n        logger.debug(f\"Invalidated {len(modules_to_invalidate)} modules for regeneration.\")",
-    "start_line": 143,
-    "end_line": 203,
-    "has_docstring": true,
-    "docstring": "Remove cached module documentation for modules that contain changed files.\n\nReads module_tree.json to find which modules contain changed files,\nthen deletes their .md files so they get regenerated.",
-    "parameters": [
-      "output_dir",
-      "changed_files",
-      "logger",
-      "verbose"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _invalidate_affected_modules",
-    "component_id": "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\generate.py::_find_affected": {
-    "id": "codewiki\\cli\\commands\\generate.py::_find_affected",
-    "name": "_find_affected",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
-    "relative_path": "codewiki\\cli\\commands\\generate.py",
-    "depends_on": [
-      "codewiki\\cli\\commands\\generate.py::_find_affected"
-    ],
-    "source_code": "    def _find_affected(tree, parent_names=None):\n        if parent_names is None:\n            parent_names = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            # Check if any component path overlaps with changed files\n            for comp in components:\n                # Component IDs may be class names, check if they match any changed file path\n                if any(changed_file in comp or comp in changed_file for changed_file in changed_set):\n                    modules_to_invalidate.add(mod_name)\n                    # Also invalidate parent modules\n                    for parent in parent_names:\n                        modules_to_invalidate.add(parent)\n                    break\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _find_affected(children, parent_names + [mod_name])",
-    "start_line": 169,
-    "end_line": 186,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "tree",
-      "parent_names"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _find_affected",
-    "component_id": "codewiki\\cli\\commands\\generate.py::_find_affected",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\commands\\generate.py::generate_command": {
-    "id": "codewiki\\cli\\commands\\generate.py::generate_command",
-    "name": "generate_command",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\commands\\generate.py",
-    "relative_path": "codewiki\\cli\\commands\\generate.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::success",
-      "codewiki\\cli\\utils\\logging.py::create_logger",
-      "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
-      "codewiki\\cli\\git_manager.py::GitManager",
-      "codewiki\\cli\\commands\\generate.py::parse_patterns",
-      "codewiki\\cli\\utils\\errors.py::handle_error",
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
-      "codewiki\\cli\\utils\\errors.py::warning",
-      "codewiki\\cli\\commands\\generate.py::_invalidate_affected_modules",
-      "codewiki\\cli\\adapters\\doc_generator.py::CLIDocumentationGenerator",
-      "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
-      "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
-      "codewiki\\cli\\config_manager.py::ConfigManager",
-      "codewiki\\cli\\models\\job.py::GenerationOptions",
-      "codewiki\\cli\\utils\\errors.py::ConfigurationError",
-      "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
-      "codewiki\\cli\\utils\\errors.py::RepositoryError",
-      "codewiki\\cli\\models\\config.py::AgentInstructions",
-      "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
-      "codewiki\\cli\\commands\\generate.py::_detect_changed_files"
-    ],
-    "source_code": "def generate_command(\n    ctx,\n    output: str,\n    create_branch: bool,\n    github_pages: bool,\n    no_cache: bool,\n    include: Optional[str],\n    exclude: Optional[str],\n    focus: Optional[str],\n    doc_type: Optional[str],\n    instructions: Optional[str],\n    verbose: bool,\n    max_tokens: Optional[int],\n    max_token_per_module: Optional[int],\n    max_token_per_leaf_module: Optional[int],\n    max_depth: Optional[int],\n    update: bool = False\n):\n    \"\"\"\n    Generate comprehensive documentation for a code repository.\n    \n    Analyzes the current repository and generates documentation using LLM-powered\n    analysis. Documentation is output to ./docs/ by default.\n    \n    Examples:\n    \n    \\b\n    # Basic generation\n    $ codewiki generate\n    \n    \\b\n    # With git branch creation and GitHub Pages\n    $ codewiki generate --create-branch --github-pages\n    \n    \\b\n    # Force full regeneration\n    $ codewiki generate --no-cache\n    \n    \\b\n    # C# project: only .cs files, exclude tests\n    $ codewiki generate --include \"*.cs\" --exclude \"*Tests*,*Specs*\"\n    \n    \\b\n    # Focus on specific modules with architecture docs\n    $ codewiki generate --focus \"src/core,src/api\" --doc-type architecture\n    \n    \\b\n    # Custom instructions\n    $ codewiki generate --instructions \"Focus on public APIs and include usage examples\"\n    \n    \\b\n    # Override max tokens for this generation\n    $ codewiki generate --max-tokens 16384\n    \n    \\b\n    # Set all max token limits\n    $ codewiki generate --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n    \n    \\b\n    # Override max depth for hierarchical decomposition\n    $ codewiki generate --max-depth 3\n    \"\"\"\n    logger = create_logger(verbose=verbose)\n    start_time = time.time()\n    \n    # Suppress httpx INFO logs\n    logging.getLogger(\"httpx\").setLevel(logging.WARNING)\n    \n    try:\n        # Pre-generation checks\n        logger.step(\"Validating configuration...\", 1, 4)\n        \n        # Load configuration\n        config_manager = ConfigManager()\n        if not config_manager.load():\n            raise ConfigurationError(\n                \"Configuration not found or invalid.\\n\\n\"\n                \"Please run 'codewiki config set' to configure your LLM API credentials:\\n\"\n                \"  codewiki config set --api-key <your-api-key> --base-url <api-url> \\\\\\n\"\n                \"    --main-model <model> --cluster-model <model>\\n\\n\"\n                \"For more help: codewiki config --help\"\n            )\n        \n        if not config_manager.is_configured():\n            raise ConfigurationError(\n                \"Configuration is incomplete. Please run 'codewiki config validate'\"\n            )\n        \n        config = config_manager.get_config()\n        api_key = config_manager.get_api_key()\n        \n        logger.success(\"Configuration valid\")\n        \n        # Validate repository\n        logger.step(\"Validating repository...\", 2, 4)\n        \n        repo_path = Path.cwd()\n        repo_path, languages = validate_repository(repo_path)\n        \n        logger.success(f\"Repository valid: {repo_path.name}\")\n        if verbose:\n            logger.debug(f\"Detected languages: {', '.join(f'{lang} ({count} files)' for lang, count in languages)}\")\n        \n        # Check git repository\n        if not is_git_repository(repo_path):\n            if create_branch:\n                raise RepositoryError(\n                    \"Not a git repository.\\n\\n\"\n                    \"The --create-branch flag requires a git repository.\\n\\n\"\n                    \"To initialize a git repository: git init\"\n                )\n            else:\n                logger.warning(\"Not a git repository. Git features unavailable.\")\n        \n        # Validate output directory\n        output_dir = Path(output).expanduser().resolve()\n        check_writable_output(output_dir.parent)\n        \n        logger.success(f\"Output directory: {output_dir}\")\n        \n        # Incremental update: detect changed files and selectively regenerate\n        changed_files = None\n        if update and output_dir.exists():\n            changed_files = _detect_changed_files(repo_path, output_dir, logger, verbose)\n            if changed_files is not None and len(changed_files) == 0:\n                logger.success(\"No changes detected since last generation. Documentation is up to date.\")\n                sys.exit(EXIT_SUCCESS)\n            if changed_files is not None:\n                logger.info(f\"  Detected {len(changed_files)} changed files — regenerating affected modules.\")\n                # Remove cached module docs for affected files so they get regenerated\n                _invalidate_affected_modules(output_dir, changed_files, logger, verbose)\n\n        # Check for existing documentation\n        if not update and output_dir.exists() and list(output_dir.glob(\"*.md\")):\n            if not click.confirm(\n                f\"\\n{output_dir} already contains documentation. Overwrite?\",\n                default=True\n            ):\n                logger.info(\"Generation cancelled by user.\")\n                sys.exit(EXIT_SUCCESS)\n        \n        # Git branch creation (if requested)\n        branch_name = None\n        if create_branch:\n            logger.step(\"Creating git branch...\", 3, 4)\n            \n            from codewiki.cli.git_manager import GitManager\n            \n            git_manager = GitManager(repo_path)\n            \n            # Check clean working directory\n            is_clean, status_msg = git_manager.check_clean_working_directory()\n            if not is_clean:\n                raise RepositoryError(\n                    \"Working directory has uncommitted changes.\\n\\n\"\n                    f\"{status_msg}\\n\\n\"\n                    \"Cannot create documentation branch with uncommitted changes.\\n\"\n                    \"Please commit or stash your changes first:\\n\"\n                    \"  git add -A && git commit -m \\\"Your message\\\"\\n\"\n                    \"  # or\\n\"\n                    \"  git stash\"\n                )\n            \n            # Create branch\n            branch_name = git_manager.create_documentation_branch()\n            logger.success(f\"Created branch: {branch_name}\")\n        \n        # Generate documentation\n        logger.step(\"Generating documentation...\", 4, 4)\n        click.echo()\n        \n        # Create generation options\n        generation_options = GenerationOptions(\n            create_branch=create_branch,\n            github_pages=github_pages,\n            no_cache=no_cache,\n            custom_output=output if output != \"docs\" else None\n        )\n        \n        # Create runtime agent instructions from CLI options\n        runtime_instructions = None\n        if any([include, exclude, focus, doc_type, instructions]):\n            runtime_instructions = AgentInstructions(\n                include_patterns=parse_patterns(include) if include else None,\n                exclude_patterns=parse_patterns(exclude) if exclude else None,\n                focus_modules=parse_patterns(focus) if focus else None,\n                doc_type=doc_type,\n                custom_instructions=instructions,\n            )\n            \n            if verbose:\n                if include:\n                    logger.debug(f\"Include patterns: {parse_patterns(include)}\")\n                if exclude:\n                    logger.debug(f\"Exclude patterns: {parse_patterns(exclude)}\")\n                if focus:\n                    logger.debug(f\"Focus modules: {parse_patterns(focus)}\")\n                if doc_type:\n                    logger.debug(f\"Doc type: {doc_type}\")\n                if instructions:\n                    logger.debug(f\"Custom instructions: {instructions}\")\n        \n        # Log max token settings if verbose\n        if verbose:\n            effective_max_tokens = max_tokens if max_tokens is not None else config.max_tokens\n            effective_max_token_per_module = max_token_per_module if max_token_per_module is not None else config.max_token_per_module\n            effective_max_token_per_leaf = max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module\n            effective_max_depth = max_depth if max_depth is not None else config.max_depth\n            logger.debug(f\"Max tokens: {effective_max_tokens}\")\n            logger.debug(f\"Max token/module: {effective_max_token_per_module}\")\n            logger.debug(f\"Max token/leaf module: {effective_max_token_per_leaf}\")\n            logger.debug(f\"Max depth: {effective_max_depth}\")\n        \n        # Get agent instructions (merge runtime with persistent)\n        agent_instructions_dict = None\n        if runtime_instructions and not runtime_instructions.is_empty():\n            # Merge with persistent settings\n            merged = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or (config.agent_instructions.include_patterns if config.agent_instructions else None),\n                exclude_patterns=runtime_instructions.exclude_patterns or (config.agent_instructions.exclude_patterns if config.agent_instructions else None),\n                focus_modules=runtime_instructions.focus_modules or (config.agent_instructions.focus_modules if config.agent_instructions else None),\n                doc_type=runtime_instructions.doc_type or (config.agent_instructions.doc_type if config.agent_instructions else None),\n                custom_instructions=runtime_instructions.custom_instructions or (config.agent_instructions.custom_instructions if config.agent_instructions else None),\n            )\n            agent_instructions_dict = merged.to_dict()\n        elif config.agent_instructions and not config.agent_instructions.is_empty():\n            agent_instructions_dict = config.agent_instructions.to_dict()\n        \n        # Create generator\n        # Get commit_id early so it can be stored in metadata.json for --update support\n        commit_id = get_git_commit_hash(repo_path)\n        generator = CLIDocumentationGenerator(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            config={\n                'main_model': config.main_model,\n                'cluster_model': config.cluster_model,\n                'fallback_model': config.fallback_model,\n                'base_url': config.base_url,\n                'api_key': api_key,\n                'provider': getattr(config, 'provider', 'openai-compatible'),\n                'aws_region': getattr(config, 'aws_region', 'us-east-1'),\n                'agent_instructions': agent_instructions_dict,\n                # Max token settings (runtime overrides take precedence)\n                'max_tokens': max_tokens if max_tokens is not None else config.max_tokens,\n                'max_token_per_module': max_token_per_module if max_token_per_module is not None else config.max_token_per_module,\n                'max_token_per_leaf_module': max_token_per_leaf_module if max_token_per_leaf_module is not None else config.max_token_per_leaf_module,\n                # Max depth setting (runtime override takes precedence)\n                'max_depth': max_depth if max_depth is not None else config.max_depth,\n            },\n            verbose=verbose,\n            generate_html=github_pages,\n            commit_id=commit_id,\n        )\n        \n        # Run generation\n        job = generator.generate()\n        \n        # Post-generation\n        generation_time = time.time() - start_time\n        \n        # Get repository info\n        repo_url = None\n        current_branch = get_git_branch(repo_path)\n        \n        if is_git_repository(repo_path):\n            try:\n                import git\n                repo = git.Repo(repo_path)\n                if repo.remotes:\n                    repo_url = repo.remotes.origin.url\n            except:\n                pass\n        \n        # Display instructions\n        display_post_generation_instructions(\n            output_dir=output_dir,\n            repo_name=repo_path.name,\n            repo_url=repo_url,\n            branch_name=branch_name,\n            github_pages=github_pages,\n            files_generated=job.files_generated,\n            statistics={\n                'module_count': job.module_count,\n                'total_files_analyzed': job.statistics.total_files_analyzed,\n                'generation_time': generation_time,\n                'total_tokens_used': job.statistics.total_tokens_used,\n            }\n        )\n        \n    except ConfigurationError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except RepositoryError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except APIError as e:\n        logger.error(e.message)\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        sys.exit(e.exit_code)\n    except KeyboardInterrupt:\n        click.echo(\"\\n\\nInterrupted by user\")\n        sys.exit(130)\n    except Exception as e:\n        sys.exit(handle_error(e, verbose=verbose))",
-    "start_line": 299,
-    "end_line": 605,
-    "has_docstring": true,
-    "docstring": "Generate comprehensive documentation for a code repository.\n\nAnalyzes the current repository and generates documentation using LLM-powered\nanalysis. Documentation is output to ./docs/ by default.\n\nExamples:\n\n\b\n# Basic generation\n$ codewiki generate\n\n\b\n# With git branch creation and GitHub Pages\n$ codewiki generate --create-branch --github-pages\n\n\b\n# Force full regeneration\n$ codewiki generate --no-cache\n\n\b\n# C# project: only .cs files, exclude tests\n$ codewiki generate --include \"*.cs\" --exclude \"*Tests*,*Specs*\"\n\n\b\n# Focus on specific modules with architecture docs\n$ codewiki generate --focus \"src/core,src/api\" --doc-type architecture\n\n\b\n# Custom instructions\n$ codewiki generate --instructions \"Focus on public APIs and include usage examples\"\n\n\b\n# Override max tokens for this generation\n$ codewiki generate --max-tokens 16384\n\n\b\n# Set all max token limits\n$ codewiki generate --max-tokens 32768 --max-token-per-module 40000 --max-token-per-leaf-module 20000\n\n\b\n# Override max depth for hierarchical decomposition\n$ codewiki generate --max-depth 3",
-    "parameters": [
-      "ctx",
-      "output",
-      "create_branch",
-      "github_pages",
-      "no_cache",
-      "include",
-      "exclude",
-      "focus",
-      "doc_type",
-      "instructions",
-      "verbose",
-      "max_tokens",
-      "max_token_per_module",
-      "max_token_per_leaf_module",
-      "max_depth",
-      "update"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function generate_command",
-    "component_id": "codewiki\\cli\\commands\\generate.py::generate_command",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\config_manager.py::ConfigManager": {
-    "id": "codewiki\\cli\\config_manager.py::ConfigManager",
-    "name": "ConfigManager",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\config_manager.py",
-    "relative_path": "codewiki\\cli\\config_manager.py",
-    "depends_on": [
-      "codewiki\\cli\\models\\config.py::AgentInstructions",
-      "codewiki\\cli\\utils\\fs.py::safe_read",
-      "codewiki\\cli\\utils\\fs.py::ensure_directory",
-      "codewiki\\src\\be\\backend.py::is_caw_provider",
-      "codewiki\\cli\\models\\config.py::Configuration",
-      "codewiki\\cli\\utils\\errors.py::warning",
-      "codewiki\\cli\\utils\\errors.py::ConfigurationError",
-      "codewiki\\cli\\utils\\fs.py::safe_write"
-    ],
-    "source_code": "class ConfigManager:\n    \"\"\"\n    Manages CodeWiki configuration with secure keyring storage for API keys.\n\n    Storage:\n        - API key: System keychain via keyring (macOS Keychain, Windows Credential Manager,\n                  Linux Secret Service)\n        - Fallback: ~/.codewiki/credentials.json when keyring is unavailable\n        - Other settings: ~/.codewiki/config.json\n\n    Set CODEWIKI_NO_KEYRING=1 to skip keyring and use file-based storage.\n    \"\"\"\n\n    def __init__(self):\n        \"\"\"Initialize the configuration manager.\"\"\"\n        self._api_key: Optional[str] = None\n        self._config: Optional[Configuration] = None\n        self._force_no_keyring = os.environ.get(\"CODEWIKI_NO_KEYRING\", \"\").strip() in (\"1\", \"true\", \"yes\")\n        self._keyring_available = self._check_keyring_available()\n\n    def _check_keyring_available(self) -> bool:\n        \"\"\"Check if system keyring is available.\"\"\"\n        if self._force_no_keyring:\n            logger.debug(\"Keyring disabled via CODEWIKI_NO_KEYRING\")\n            return False\n        try:\n            # Try to get/set a test value\n            keyring.get_password(KEYRING_SERVICE, \"__test__\")\n            return True\n        except (KeyringError, Exception):\n            return False\n\n    def _load_api_key_from_file(self) -> Optional[str]:\n        \"\"\"Load API key from fallback credentials file.\"\"\"\n        if not CREDENTIALS_FILE.exists():\n            return None\n        try:\n            content = safe_read(CREDENTIALS_FILE)\n            data = json.loads(content)\n            return data.get(\"api_key\")\n        except (json.JSONDecodeError, FileSystemError):\n            return None\n\n    def _save_api_key_to_file(self, api_key: str):\n        \"\"\"Save API key to fallback credentials file (plaintext).\"\"\"\n        ensure_directory(CONFIG_DIR)\n        data = {\"api_key\": api_key}\n        safe_write(CREDENTIALS_FILE, json.dumps(data, indent=2))\n        # Restrict file permissions (owner read/write only)\n        try:\n            CREDENTIALS_FILE.chmod(0o600)\n        except OSError:\n            pass\n    \n    def load(self) -> bool:\n        \"\"\"\n        Load configuration from file and keyring.\n        \n        Returns:\n            True if configuration exists, False otherwise\n        \"\"\"\n        # Load from JSON file\n        if not CONFIG_FILE.exists():\n            return False\n        \n        try:\n            content = safe_read(CONFIG_FILE)\n            data = json.loads(content)\n            \n            # Validate version\n            if data.get('version') != CONFIG_VERSION:\n                # Could implement migration here\n                pass\n            \n            self._config = Configuration.from_dict(data)\n            \n            # Load API key from keyring, falling back to file\n            if self._keyring_available:\n                try:\n                    self._api_key = keyring.get_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n                except (KeyringError, Exception):\n                    pass\n            if self._api_key is None:\n                self._api_key = self._load_api_key_from_file()\n            \n            return True\n        except (json.JSONDecodeError, FileSystemError) as e:\n            raise ConfigurationError(f\"Failed to load configuration: {e}\")\n    \n    def save(\n        self,\n        api_key: Optional[str] = None,\n        base_url: Optional[str] = None,\n        main_model: Optional[str] = None,\n        cluster_model: Optional[str] = None,\n        fallback_model: Optional[str] = None,\n        default_output: Optional[str] = None,\n        max_tokens: Optional[int] = None,\n        max_token_per_module: Optional[int] = None,\n        max_token_per_leaf_module: Optional[int] = None,\n        max_depth: Optional[int] = None,\n        provider: Optional[str] = None,\n        aws_region: Optional[str] = None,\n        api_version: Optional[str] = None,\n        azure_deployment: Optional[str] = None\n    ):\n        \"\"\"\n        Save configuration to file and keyring.\n\n        Args:\n            api_key: API key (stored in keyring)\n            base_url: LLM API base URL\n            main_model: Primary model\n            cluster_model: Clustering model\n            fallback_model: Fallback model\n            default_output: Default output directory\n            max_tokens: Maximum tokens for LLM response\n            max_token_per_module: Maximum tokens per module for clustering\n            max_token_per_leaf_module: Maximum tokens per leaf module\n            max_depth: Maximum depth for hierarchical decomposition\n            provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n            aws_region: AWS region for Bedrock provider\n            api_version: Azure OpenAI API version\n            azure_deployment: Azure OpenAI deployment name\n        \"\"\"\n        # Ensure config directory exists\n        try:\n            ensure_directory(CONFIG_DIR)\n        except FileSystemError as e:\n            raise ConfigurationError(f\"Cannot create config directory: {e}\")\n        \n        # Load existing config or create new\n        if self._config is None:\n            if CONFIG_FILE.exists():\n                self.load()\n            else:\n                from codewiki.cli.models.config import AgentInstructions\n                self._config = Configuration(\n                    base_url=\"\",\n                    main_model=\"\",\n                    cluster_model=\"\",\n                    fallback_model=\"glm-4p5\",\n                    default_output=\"docs\",\n                    agent_instructions=AgentInstructions()\n                )\n        \n        # Update fields if provided\n        if base_url is not None:\n            self._config.base_url = base_url\n        if main_model is not None:\n            self._config.main_model = main_model\n        if cluster_model is not None:\n            self._config.cluster_model = cluster_model\n        if fallback_model is not None:\n            self._config.fallback_model = fallback_model\n        if default_output is not None:\n            self._config.default_output = default_output\n        if max_tokens is not None:\n            self._config.max_tokens = max_tokens\n        if max_token_per_module is not None:\n            self._config.max_token_per_module = max_token_per_module\n        if max_token_per_leaf_module is not None:\n            self._config.max_token_per_leaf_module = max_token_per_leaf_module\n        if max_depth is not None:\n            self._config.max_depth = max_depth\n        if provider is not None:\n            self._config.provider = provider\n        if aws_region is not None:\n            self._config.aws_region = aws_region\n        if api_version is not None:\n            self._config.api_version = api_version\n        if azure_deployment is not None:\n            self._config.azure_deployment = azure_deployment\n\n        # Validate configuration whenever the minimum required fields are set.\n        # Caw providers only need main_model; API providers need base_url +\n        # cluster_model on top of that.  The validate() method itself routes\n        # by provider, so we only gate on whether enough is set to validate.\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self._config.provider):\n            if self._config.main_model:\n                self._config.validate()\n        elif self._config.base_url and self._config.main_model and self._config.cluster_model:\n            self._config.validate()\n        \n        # Save API key to keyring, falling back to file\n        if api_key is not None:\n            self._api_key = api_key\n            if self._keyring_available:\n                try:\n                    keyring.set_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT, api_key)\n                except (KeyringError, Exception):\n                    # Keyring failed at runtime — fall back to file\n                    self._keyring_available = False\n                    self._save_api_key_to_file(api_key)\n                    logger.warning(\n                        \"System keychain unavailable. API key stored in %s \"\n                        \"(plaintext). Set CODEWIKI_NO_KEYRING=1 to suppress this warning.\",\n                        CREDENTIALS_FILE\n                    )\n            else:\n                self._save_api_key_to_file(api_key)\n        \n        # Save non-sensitive config to JSON\n        config_data = {\n            \"version\": CONFIG_VERSION,\n            **self._config.to_dict()\n        }\n        \n        try:\n            safe_write(CONFIG_FILE, json.dumps(config_data, indent=2))\n        except FileSystemError as e:\n            raise ConfigurationError(f\"Failed to save configuration: {e}\")\n    \n    def get_api_key(self) -> Optional[str]:\n        \"\"\"\n        Get API key from keyring or fallback file.\n\n        Returns:\n            API key or None if not set\n        \"\"\"\n        if self._api_key is None:\n            if self._keyring_available:\n                try:\n                    self._api_key = keyring.get_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n                except (KeyringError, Exception):\n                    pass\n            if self._api_key is None:\n                self._api_key = self._load_api_key_from_file()\n\n        return self._api_key\n    \n    def get_config(self) -> Optional[Configuration]:\n        \"\"\"\n        Get current configuration.\n        \n        Returns:\n            Configuration object or None if not loaded\n        \"\"\"\n        return self._config\n    \n    def is_configured(self) -> bool:\n        \"\"\"\n        Check if configuration is complete and valid.\n\n        Subscription-mode providers (claude-code, codex) do not require an\n        API key — they authenticate via the underlying CLI's OAuth.\n\n        Returns:\n            True if configured, False otherwise\n        \"\"\"\n        if self._config is None:\n            return False\n\n        from codewiki.src.be.backend import is_caw_provider\n        if not is_caw_provider(self._config.provider):\n            # Check if API key is set\n            if self.get_api_key() is None:\n                return False\n\n        # Check if config is complete\n        return self._config.is_complete()\n    \n    def delete_api_key(self):\n        \"\"\"Delete API key from keyring and fallback file.\"\"\"\n        if self._keyring_available:\n            try:\n                keyring.delete_password(KEYRING_SERVICE, KEYRING_API_KEY_ACCOUNT)\n            except (KeyringError, Exception):\n                pass\n        # Also remove fallback credentials file\n        if CREDENTIALS_FILE.exists():\n            try:\n                CREDENTIALS_FILE.unlink()\n            except OSError:\n                pass\n        self._api_key = None\n    \n    def clear(self):\n        \"\"\"Clear all configuration (file and keyring).\"\"\"\n        # Delete API key from keyring\n        self.delete_api_key()\n        \n        # Delete config file\n        if CONFIG_FILE.exists():\n            CONFIG_FILE.unlink()\n        \n        self._config = None\n        self._api_key = None\n    \n    @property\n    def keyring_available(self) -> bool:\n        \"\"\"Check if keyring is available.\"\"\"\n        return self._keyring_available\n    \n    @property\n    def config_file_path(self) -> Path:\n        \"\"\"Get configuration file path.\"\"\"\n        return CONFIG_FILE",
-    "start_line": 34,
-    "end_line": 332,
-    "has_docstring": true,
-    "docstring": "Manages CodeWiki configuration with secure keyring storage for API keys.\n\nStorage:\n    - API key: System keychain via keyring (macOS Keychain, Windows Credential Manager,\n              Linux Secret Service)\n    - Fallback: ~/.codewiki/credentials.json when keyring is unavailable\n    - Other settings: ~/.codewiki/config.json\n\nSet CODEWIKI_NO_KEYRING=1 to skip keyring and use file-based storage.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class ConfigManager",
-    "component_id": "codewiki\\cli\\config_manager.py::ConfigManager",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\git_manager.py::GitManager": {
-    "id": "codewiki\\cli\\git_manager.py::GitManager",
-    "name": "GitManager",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\git_manager.py",
-    "relative_path": "codewiki\\cli\\git_manager.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::RepositoryError"
-    ],
-    "source_code": "class GitManager:\n    \"\"\"\n    Manages git operations for documentation generation.\n    \n    Handles:\n    - Status checking\n    - Branch creation\n    - Committing documentation\n    - Remote detection\n    \"\"\"\n    \n    def __init__(self, repo_path: Path):\n        \"\"\"\n        Initialize git manager.\n        \n        Args:\n            repo_path: Path to git repository\n            \n        Raises:\n            RepositoryError: If not a valid git repository\n        \"\"\"\n        self.repo_path = Path(repo_path).expanduser().resolve()\n        \n        try:\n            self.repo = git.Repo(repo_path, search_parent_directories=True)\n        except git.InvalidGitRepositoryError:\n            raise RepositoryError(\n                f\"Not a git repository: {repo_path}\\n\\n\"\n                \"To initialize a git repository: git init\"\n            )\n    \n    def check_clean_working_directory(self) -> Tuple[bool, str]:\n        \"\"\"\n        Check if working directory is clean (no uncommitted changes).\n        \n        Returns:\n            Tuple of (is_clean, status_message)\n        \"\"\"\n        if self.repo.is_dirty(untracked_files=True):\n            status_lines = []\n            \n            # Changed files\n            changed = [item.a_path for item in self.repo.index.diff(None)]\n            if changed:\n                status_lines.append(f\"Modified: {', '.join(changed[:3])}\")\n                if len(changed) > 3:\n                    status_lines.append(f\"... and {len(changed) - 3} more\")\n            \n            # Untracked files\n            untracked = self.repo.untracked_files\n            if untracked:\n                status_lines.append(f\"Untracked: {', '.join(untracked[:3])}\")\n                if len(untracked) > 3:\n                    status_lines.append(f\"... and {len(untracked) - 3} more\")\n            \n            return False, \"\\n\".join(status_lines)\n        \n        return True, \"Working directory is clean\"\n    \n    def create_documentation_branch(self, force: bool = False) -> str:\n        \"\"\"\n        Create a new documentation branch with timestamp.\n        \n        Args:\n            force: Force creation even if dirty working directory\n            \n        Returns:\n            Branch name\n            \n        Raises:\n            RepositoryError: If working directory is dirty (unless force=True)\n        \"\"\"\n        # Check working directory\n        if not force:\n            is_clean, status_msg = self.check_clean_working_directory()\n            if not is_clean:\n                raise RepositoryError(\n                    \"Working directory has uncommitted changes.\\n\\n\"\n                    f\"{status_msg}\\n\\n\"\n                    \"Cannot create documentation branch with uncommitted changes.\\n\"\n                    \"Please commit or stash your changes first:\\n\"\n                    \"  git status\\n\"\n                    \"  git add -A && git commit -m \\\"Your message\\\"\\n\"\n                    \"  # or\\n\"\n                    \"  git stash\\n\\n\"\n                    \"Then re-run: codewiki generate --create-branch\"\n                )\n        \n        # Generate branch name with timestamp\n        timestamp = datetime.now().strftime(\"%Y%m%d-%H%M%S\")\n        branch_name = f\"docs/codewiki-{timestamp}\"\n        \n        # Check if branch already exists (shouldn't happen with timestamp)\n        existing_branches = [b.name for b in self.repo.branches]\n        if branch_name in existing_branches:\n            # Append counter\n            counter = 1\n            while f\"{branch_name}-{counter}\" in existing_branches:\n                counter += 1\n            branch_name = f\"{branch_name}-{counter}\"\n        \n        try:\n            # Create and checkout new branch\n            new_branch = self.repo.create_head(branch_name)\n            new_branch.checkout()\n            return branch_name\n        except GitCommandError as e:\n            raise RepositoryError(f\"Failed to create branch: {e}\")\n    \n    def commit_documentation(\n        self,\n        docs_path: Path,\n        message: Optional[str] = None\n    ) -> str:\n        \"\"\"\n        Commit generated documentation.\n        \n        Args:\n            docs_path: Path to documentation directory\n            message: Commit message (optional)\n            \n        Returns:\n            Commit hash\n            \n        Raises:\n            RepositoryError: If commit fails\n        \"\"\"\n        if message is None:\n            message = \"Add generated documentation\\n\\nGenerated by CodeWiki CLI\"\n        \n        try:\n            # Add documentation files\n            self.repo.index.add([str(docs_path)])\n            \n            # Commit\n            commit = self.repo.index.commit(message)\n            \n            return commit.hexsha\n        except GitCommandError as e:\n            raise RepositoryError(f\"Failed to commit documentation: {e}\")\n    \n    def get_remote_url(self, remote_name: str = \"origin\") -> Optional[str]:\n        \"\"\"\n        Get remote repository URL.\n        \n        Args:\n            remote_name: Name of remote (default: origin)\n            \n        Returns:\n            Remote URL or None if no remote\n        \"\"\"\n        try:\n            remote = self.repo.remote(remote_name)\n            return remote.url\n        except ValueError:\n            return None\n    \n    def get_current_branch(self) -> str:\n        \"\"\"\n        Get current branch name.\n        \n        Returns:\n            Branch name\n        \"\"\"\n        try:\n            return self.repo.active_branch.name\n        except TypeError:\n            # Detached HEAD\n            return \"HEAD\"\n    \n    def get_commit_hash(self) -> str:\n        \"\"\"\n        Get current commit hash.\n        \n        Returns:\n            Commit hash\n        \"\"\"\n        return self.repo.head.commit.hexsha\n    \n    def branch_exists(self, branch_name: str) -> bool:\n        \"\"\"\n        Check if a branch exists.\n        \n        Args:\n            branch_name: Branch name to check\n            \n        Returns:\n            True if exists, False otherwise\n        \"\"\"\n        return branch_name in [b.name for b in self.repo.branches]\n    \n    def get_github_pr_url(self, branch_name: str) -> Optional[str]:\n        \"\"\"\n        Get GitHub PR creation URL for a branch.\n        \n        Args:\n            branch_name: Branch name\n            \n        Returns:\n            PR URL or None if not a GitHub repo\n        \"\"\"\n        remote_url = self.get_remote_url()\n        if not remote_url or \"github.com\" not in remote_url:\n            return None\n        \n        # Clean URL\n        base_url = remote_url.rstrip('/').replace('.git', '')\n        \n        # Convert SSH to HTTPS\n        if base_url.startswith('git@github.com:'):\n            base_url = base_url.replace('git@github.com:', 'https://github.com/')\n        \n        return f\"{base_url}/compare/{branch_name}\"",
-    "start_line": 14,
-    "end_line": 226,
-    "has_docstring": true,
-    "docstring": "Manages git operations for documentation generation.\n\nHandles:\n- Status checking\n- Branch creation\n- Committing documentation\n- Remote detection",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class GitManager",
-    "component_id": "codewiki\\cli\\git_manager.py::GitManager",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\html_generator.py::HTMLGenerator": {
-    "id": "codewiki\\cli\\html_generator.py::HTMLGenerator",
-    "name": "HTMLGenerator",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\html_generator.py",
-    "relative_path": "codewiki\\cli\\html_generator.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\fs.py::safe_read",
-      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
-      "codewiki\\cli\\utils\\fs.py::safe_write",
-      "codewiki\\cli\\utils\\errors.py::FileSystemError"
-    ],
-    "source_code": "class HTMLGenerator:\n    \"\"\"\n    Generates static HTML documentation viewer for GitHub Pages.\n    \n    Creates a self-contained index.html with embedded styles, scripts,\n    and configuration for client-side markdown rendering.\n    \"\"\"\n    \n    def __init__(self, template_dir: Optional[Path] = None):\n        \"\"\"\n        Initialize HTML generator.\n        \n        Args:\n            template_dir: Path to template directory (default: package templates)\n        \"\"\"\n        if template_dir is None:\n            # Use package templates\n            template_dir = Path(__file__).parent.parent / \"templates\" / \"github_pages\"\n        \n        self.template_dir = Path(template_dir)\n        \n    \n    def load_module_tree(self, docs_dir: Path) -> Dict[str, Any]:\n        \"\"\"\n        Load module tree from documentation directory.\n        \n        Args:\n            docs_dir: Documentation directory path\n            \n        Returns:\n            Module tree structure\n        \"\"\"\n        module_tree_path = docs_dir / \"module_tree.json\"\n        if not module_tree_path.exists():\n            # Fallback to a simple structure\n            return {\n                \"Overview\": {\n                    \"description\": \"Repository overview\",\n                    \"components\": [],\n                    \"children\": {}\n                }\n            }\n        \n        try:\n            content = safe_read(module_tree_path)\n            return json.loads(content)\n        except Exception as e:\n            raise FileSystemError(f\"Failed to load module tree: {e}\")\n    \n    def load_metadata(self, docs_dir: Path) -> Optional[Dict[str, Any]]:\n        \"\"\"\n        Load metadata from documentation directory.\n        \n        Args:\n            docs_dir: Documentation directory path\n            \n        Returns:\n            Metadata dictionary or None if not found\n        \"\"\"\n        metadata_path = docs_dir / \"metadata.json\"\n        if not metadata_path.exists():\n            return None\n        \n        try:\n            content = safe_read(metadata_path)\n            return json.loads(content)\n        except Exception:\n            # Non-critical, return None\n            return None\n            \n    def generate(\n        self,\n        output_path: Path,\n        title: str,\n        module_tree: Optional[Dict[str, Any]] = None,\n        repository_url: Optional[str] = None,\n        github_pages_url: Optional[str] = None,\n        config: Optional[Dict[str, Any]] = None,\n        docs_dir: Optional[Path] = None,\n        metadata: Optional[Dict[str, Any]] = None\n    ):\n        \"\"\"\n        Generate HTML documentation viewer.\n        \n        Args:\n            output_path: Output file path (index.html)\n            title: Documentation title\n            module_tree: Module tree structure (auto-loaded from docs_dir if not provided)\n            repository_url: GitHub repository URL\n            github_pages_url: Expected GitHub Pages URL\n            config: Additional configuration\n            docs_dir: Documentation directory (for auto-loading module_tree and metadata)\n            metadata: Metadata dictionary (auto-loaded from docs_dir if not provided)\n        \"\"\"\n        # Auto-load module_tree and metadata from docs_dir if not provided\n        if docs_dir:\n            if module_tree is None:\n                module_tree = self.load_module_tree(docs_dir)\n            if metadata is None:\n                metadata = self.load_metadata(docs_dir)\n        \n        # Default values\n        if module_tree is None:\n            module_tree = {}\n        if config is None:\n            config = {}\n        \n        # Load template\n        template_path = self.template_dir / \"viewer_template.html\"\n        if not template_path.exists():\n            raise FileSystemError(f\"Template not found: {template_path}\")\n        \n        template_content = safe_read(template_path)\n        \n        # Build info content HTML\n        info_content = self._build_info_content(metadata)\n        show_info = \"block\" if info_content else \"none\"\n        \n        # Build repository link\n        repo_link = \"\"\n        if repository_url:\n            repo_link = f'<a href=\"{repository_url}\" class=\"repo-link\" target=\"_blank\">🔗 View Repository</a>'\n        \n        # Determine docs base path\n        # For GitHub Pages: relative path to docs folder\n        # For local: relative path to docs folder\n        docs_base_path = \"\"\n        if docs_dir and output_path.parent != docs_dir:\n            # Calculate relative path from output to docs\n            try:\n                docs_base_path = Path(docs_dir.name).as_posix()\n            except Exception:\n                docs_base_path = \".\"\n        \n        # Prepare JSON data for embedding\n        config_json = json.dumps(config, indent=2)\n        module_tree_json = json.dumps(module_tree, indent=2)\n        metadata_json = json.dumps(metadata, indent=2) if metadata else \"null\"\n        \n        # Replace placeholders\n        html_content = template_content\n        replacements = {\n            \"{{TITLE}}\": self._escape_html(title),\n            \"{{REPO_LINK}}\": repo_link,\n            \"{{SHOW_INFO}}\": show_info,\n            \"{{INFO_CONTENT}}\": info_content,\n            \"{{CONFIG_JSON}}\": config_json,\n            \"{{MODULE_TREE_JSON}}\": module_tree_json,\n            \"{{METADATA_JSON}}\": metadata_json,\n            \"{{DOCS_BASE_PATH}}\": docs_base_path,\n        }\n        \n        for placeholder, value in replacements.items():\n            html_content = html_content.replace(placeholder, value)\n        \n        # Write output\n        output_path = Path(output_path)\n        output_path.parent.mkdir(parents=True, exist_ok=True)\n        safe_write(output_path, html_content)\n    \n    def _build_info_content(self, metadata: Optional[Dict[str, Any]]) -> str:\n        \"\"\"\n        Build HTML content for repo info section.\n        \n        Args:\n            metadata: Metadata dictionary\n            \n        Returns:\n            HTML string for info content\n        \"\"\"\n        if not metadata or not metadata.get('generation_info'):\n            return \"\"\n        \n        info = metadata.get('generation_info', {})\n        stats = metadata.get('statistics', {})\n        \n        html_parts = []\n        \n        if info.get('main_model'):\n            html_parts.append(f'<div class=\"info-row\"><strong>Model:</strong> {self._escape_html(info[\"main_model\"])}</div>')\n        \n        if info.get('timestamp'):\n            try:\n                from datetime import datetime\n                timestamp = info['timestamp']\n                # Parse ISO format timestamp\n                if isinstance(timestamp, str):\n                    dt = datetime.fromisoformat(timestamp.replace('Z', '+00:00'))\n                    formatted_date = dt.strftime('%Y-%m-%d')\n                    html_parts.append(f'<div class=\"info-row\"><strong>Generated:</strong> {formatted_date}</div>')\n            except Exception:\n                pass\n        \n        if info.get('commit_id'):\n            commit_short = info['commit_id'][:8]\n            html_parts.append(f'<div class=\"info-row\"><strong>Commit:</strong> {commit_short}</div>')\n        \n        if stats.get('total_components'):\n            components_str = f\"{stats['total_components']:,}\"\n            html_parts.append(f'<div class=\"info-row\"><strong>Components:</strong> {components_str}</div>')\n        \n        if stats.get('max_depth'):\n            html_parts.append(f'<div class=\"info-row\"><strong>Max Depth:</strong> {stats[\"max_depth\"]}</div>')\n        \n        return '\\n                '.join(html_parts)\n    \n    def _escape_html(self, text: str) -> str:\n        \"\"\"\n        Escape HTML special characters.\n        \n        Args:\n            text: Text to escape\n            \n        Returns:\n            Escaped text\n        \"\"\"\n        return (text\n                .replace('&', '&amp;')\n                .replace('<', '&lt;')\n                .replace('>', '&gt;')\n                .replace('\"', '&quot;')\n                .replace(\"'\", '&#39;'))\n       \n\n    \n    def detect_repository_info(self, repo_path: Path) -> Dict[str, Optional[str]]:\n        \"\"\"\n        Detect repository information from git.\n        \n        Args:\n            repo_path: Repository path\n            \n        Returns:\n            Dictionary with 'name', 'url', 'github_pages_url'\n        \"\"\"\n        info = {\n            'name': repo_path.name,\n            'url': None,\n            'github_pages_url': None,\n        }\n        \n        try:\n            import git\n            repo = git.Repo(repo_path)\n            \n            # Get repository name\n            info['name'] = repo_path.name\n            \n            # Get remote URL\n            if repo.remotes:\n                remote_url = repo.remotes.origin.url\n                \n                # Clean URL\n                if remote_url.startswith('git@github.com:'):\n                    remote_url = remote_url.replace('git@github.com:', 'https://github.com/')\n                \n                remote_url = remote_url.rstrip('/').replace('.git', '')\n                info['url'] = remote_url\n                \n                # Compute GitHub Pages URL\n                if 'github.com' in remote_url:\n                    parts = remote_url.split('/')\n                    if len(parts) >= 2:\n                        owner = parts[-2]\n                        repo = parts[-1]\n                        info['github_pages_url'] = f\"https://{owner}.github.io/{repo}/\"\n        \n        except Exception:\n            pass\n        \n        return info",
-    "start_line": 13,
-    "end_line": 283,
-    "has_docstring": true,
-    "docstring": "Generates static HTML documentation viewer for GitHub Pages.\n\nCreates a self-contained index.html with embedded styles, scripts,\nand configuration for client-side markdown rendering.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class HTMLGenerator",
-    "component_id": "codewiki\\cli\\html_generator.py::HTMLGenerator",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\main.py::cli": {
-    "id": "codewiki\\cli\\main.py::cli",
-    "name": "cli",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\main.py",
-    "relative_path": "codewiki\\cli\\main.py",
-    "depends_on": [],
-    "source_code": "def cli(ctx):\n    \"\"\"\n    CodeWiki: Transform codebases into comprehensive documentation.\n    \n    Generate AI-powered documentation for your code repositories with support\n    for Python, Java, JavaScript, TypeScript, C, C++, and C#.\n    \"\"\"\n    # Ensure context object exists\n    ctx.ensure_object(dict)",
-    "start_line": 15,
-    "end_line": 23,
-    "has_docstring": true,
-    "docstring": "CodeWiki: Transform codebases into comprehensive documentation.\n\nGenerate AI-powered documentation for your code repositories with support\nfor Python, Java, JavaScript, TypeScript, C, C++, and C#.",
-    "parameters": [
-      "ctx"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function cli",
-    "component_id": "codewiki\\cli\\main.py::cli",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\main.py::version": {
-    "id": "codewiki\\cli\\main.py::version",
-    "name": "version",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\main.py",
-    "relative_path": "codewiki\\cli\\main.py",
-    "depends_on": [],
-    "source_code": "def version():\n    \"\"\"Display version information.\"\"\"\n    click.echo(f\"CodeWiki CLI v{__version__}\")\n    click.echo(\"Python-based documentation generator using AI analysis\")",
-    "start_line": 27,
-    "end_line": 30,
-    "has_docstring": true,
-    "docstring": "Display version information.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function version",
-    "component_id": "codewiki\\cli\\main.py::version",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\main.py::mcp_command": {
-    "id": "codewiki\\cli\\main.py::mcp_command",
-    "name": "mcp_command",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\main.py",
-    "relative_path": "codewiki\\cli\\main.py",
-    "depends_on": [],
-    "source_code": "def mcp_command():\n    \"\"\"Start CodeWiki as an MCP (Model Context Protocol) server.\n\n    Exposes documentation generation tools via MCP stdio transport.\n    Configure in your MCP client (Claude, Cursor, etc.) as:\n\n    \\b\n    {\n        \"mcpServers\": {\n            \"codewiki\": {\n                \"command\": \"codewiki\",\n                \"args\": [\"mcp\"]\n            }\n        }\n    }\n    \"\"\"\n    import asyncio\n    from codewiki.mcp.server import main as mcp_main\n    asyncio.run(mcp_main())",
-    "start_line": 43,
-    "end_line": 61,
-    "has_docstring": true,
-    "docstring": "Start CodeWiki as an MCP (Model Context Protocol) server.\n\nExposes documentation generation tools via MCP stdio transport.\nConfigure in your MCP client (Claude, Cursor, etc.) as:\n\n\b\n{\n    \"mcpServers\": {\n        \"codewiki\": {\n            \"command\": \"codewiki\",\n            \"args\": [\"mcp\"]\n        }\n    }\n}",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function mcp_command",
-    "component_id": "codewiki\\cli\\main.py::mcp_command",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\main.py::main": {
-    "id": "codewiki\\cli\\main.py::main",
-    "name": "main",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\main.py",
-    "relative_path": "codewiki\\cli\\main.py",
-    "depends_on": [
-      "codewiki\\cli\\main.py::cli"
-    ],
-    "source_code": "def main():\n    \"\"\"Entry point for the CLI.\"\"\"\n    try:\n        cli(obj={})\n    except KeyboardInterrupt:\n        click.echo(\"\\n\\nInterrupted by user\", err=True)\n        sys.exit(130)\n    except Exception as e:\n        click.secho(f\"\\n✗ Unexpected error: {e}\", fg=\"red\", err=True)\n        sys.exit(1)",
-    "start_line": 64,
-    "end_line": 73,
-    "has_docstring": true,
-    "docstring": "Entry point for the CLI.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function main",
-    "component_id": "codewiki\\cli\\main.py::main",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\models\\config.py::AgentInstructions": {
-    "id": "codewiki\\cli\\models\\config.py::AgentInstructions",
-    "name": "AgentInstructions",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\config.py",
-    "relative_path": "codewiki\\cli\\models\\config.py",
-    "depends_on": [],
-    "source_code": "class AgentInstructions:\n    \"\"\"\n    Custom instructions for the documentation agent.\n    \n    Allows users to customize:\n    - File filtering (include/exclude patterns)\n    - Module focus (prioritize certain modules)\n    - Documentation type (API docs, architecture docs, etc.)\n    - Custom instructions for the LLM\n    \n    Attributes:\n        include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n        exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\", \"*test*\"])\n        focus_modules: Modules to document in more detail\n        doc_type: Type of documentation to generate\n        custom_instructions: Additional instructions for the documentation agent\n    \"\"\"\n    include_patterns: Optional[List[str]] = None  # e.g., [\"*.cs\"] for C# projects\n    exclude_patterns: Optional[List[str]] = None  # e.g., [\"*Tests*\", \"*Specs*\"]\n    focus_modules: Optional[List[str]] = None  # e.g., [\"src/core\", \"src/api\"]\n    doc_type: Optional[str] = None  # e.g., \"api\", \"architecture\", \"user-guide\"\n    custom_instructions: Optional[str] = None  # Free-form instructions\n    \n    def to_dict(self) -> dict:\n        \"\"\"Convert to dictionary, excluding None values.\"\"\"\n        result = {}\n        if self.include_patterns:\n            result['include_patterns'] = self.include_patterns\n        if self.exclude_patterns:\n            result['exclude_patterns'] = self.exclude_patterns\n        if self.focus_modules:\n            result['focus_modules'] = self.focus_modules\n        if self.doc_type:\n            result['doc_type'] = self.doc_type\n        if self.custom_instructions:\n            result['custom_instructions'] = self.custom_instructions\n        return result\n    \n    @classmethod\n    def from_dict(cls, data: dict) -> 'AgentInstructions':\n        \"\"\"Create AgentInstructions from dictionary.\"\"\"\n        return cls(\n            include_patterns=data.get('include_patterns'),\n            exclude_patterns=data.get('exclude_patterns'),\n            focus_modules=data.get('focus_modules'),\n            doc_type=data.get('doc_type'),\n            custom_instructions=data.get('custom_instructions'),\n        )\n    \n    def is_empty(self) -> bool:\n        \"\"\"Check if all fields are empty/None.\"\"\"\n        return not any([\n            self.include_patterns,\n            self.exclude_patterns,\n            self.focus_modules,\n            self.doc_type,\n            self.custom_instructions,\n        ])\n    \n    def get_prompt_addition(self) -> str:\n        \"\"\"Generate prompt additions based on instructions.\"\"\"\n        additions = []\n        \n        if self.doc_type:\n            doc_type_instructions = {\n                'api': \"Focus on API documentation: endpoints, parameters, return types, and usage examples.\",\n                'architecture': \"Focus on architecture documentation: system design, component relationships, and data flow.\",\n                'user-guide': \"Focus on user guide documentation: how to use features, step-by-step tutorials.\",\n                'developer': \"Focus on developer documentation: code structure, contribution guidelines, and implementation details.\",\n            }\n            if self.doc_type.lower() in doc_type_instructions:\n                additions.append(doc_type_instructions[self.doc_type.lower()])\n            else:\n                additions.append(f\"Focus on generating {self.doc_type} documentation.\")\n        \n        if self.focus_modules:\n            additions.append(f\"Pay special attention to and provide more detailed documentation for these modules: {', '.join(self.focus_modules)}\")\n        \n        if self.custom_instructions:\n            additions.append(f\"Additional instructions: {self.custom_instructions}\")\n        \n        return \"\\n\".join(additions) if additions else \"\"",
-    "start_line": 21,
-    "end_line": 102,
-    "has_docstring": true,
-    "docstring": "Custom instructions for the documentation agent.\n\nAllows users to customize:\n- File filtering (include/exclude patterns)\n- Module focus (prioritize certain modules)\n- Documentation type (API docs, architecture docs, etc.)\n- Custom instructions for the LLM\n\nAttributes:\n    include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n    exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\", \"*test*\"])\n    focus_modules: Modules to document in more detail\n    doc_type: Type of documentation to generate\n    custom_instructions: Additional instructions for the documentation agent",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class AgentInstructions",
-    "component_id": "codewiki\\cli\\models\\config.py::AgentInstructions",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\models\\config.py::Configuration": {
-    "id": "codewiki\\cli\\models\\config.py::Configuration",
-    "name": "Configuration",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\config.py",
-    "relative_path": "codewiki\\cli\\models\\config.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\validation.py::validate_url",
-      "codewiki\\cli\\models\\config.py::AgentInstructions",
-      "codewiki\\cli\\utils\\validation.py::validate_model_name",
-      "codewiki\\src\\be\\backend.py::is_caw_provider"
-    ],
-    "source_code": "class Configuration:\n    \"\"\"\n    CodeWiki configuration data model.\n\n    Attributes:\n        base_url: LLM API base URL\n        main_model: Primary model for documentation generation\n        cluster_model: Model for module clustering\n        fallback_model: Fallback model for documentation generation\n        default_output: Default output directory\n        provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n        aws_region: AWS region for Bedrock provider\n        api_version: Azure OpenAI API version\n        azure_deployment: Azure OpenAI deployment name\n        max_tokens: Maximum tokens for LLM response (default: 32768)\n        max_token_per_module: Maximum tokens per module for clustering (default: 36369)\n        max_token_per_leaf_module: Maximum tokens per leaf module (default: 16000)\n        max_depth: Maximum depth for hierarchical decomposition (default: 2)\n        agent_instructions: Custom agent instructions for documentation generation\n    \"\"\"\n    base_url: str\n    main_model: str\n    cluster_model: str\n    fallback_model: str = \"glm-4p5\"\n    default_output: str = \"docs\"\n    provider: str = \"openai-compatible\"\n    aws_region: str = \"us-east-1\"\n    api_version: str = \"2024-12-01-preview\"\n    azure_deployment: str = \"\"\n    max_tokens: int = 32768\n    max_token_per_module: int = 36369\n    max_token_per_leaf_module: int = 16000\n    max_depth: int = 2\n    agent_instructions: AgentInstructions = field(default_factory=AgentInstructions)\n    \n    def validate(self):\n        \"\"\"\n        Validate all configuration fields.\n\n        Subscription-mode providers (claude-code, codex) authenticate via the\n        underlying CLI's OAuth and do not require a base URL or fallback model.\n\n        Raises:\n            ConfigurationError: If validation fails\n        \"\"\"\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self.provider):\n            validate_model_name(self.main_model)\n            return\n        validate_url(self.base_url)\n        validate_model_name(self.main_model)\n        validate_model_name(self.cluster_model)\n        validate_model_name(self.fallback_model)\n    \n    def to_dict(self) -> dict:\n        \"\"\"Convert to dictionary.\"\"\"\n        result = {\n            'base_url': self.base_url,\n            'main_model': self.main_model,\n            'cluster_model': self.cluster_model,\n            'default_output': self.default_output,\n            'provider': self.provider,\n            'aws_region': self.aws_region,\n            'api_version': self.api_version,\n            'azure_deployment': self.azure_deployment,\n            'max_tokens': self.max_tokens,\n            'max_token_per_module': self.max_token_per_module,\n            'max_token_per_leaf_module': self.max_token_per_leaf_module,\n            'max_depth': self.max_depth,\n            'fallback_model': self.fallback_model,\n        }\n        if self.agent_instructions and not self.agent_instructions.is_empty():\n            result['agent_instructions'] = self.agent_instructions.to_dict()\n        return result\n    \n    @classmethod\n    def from_dict(cls, data: dict) -> 'Configuration':\n        \"\"\"\n        Create Configuration from dictionary.\n        \n        Args:\n            data: Configuration dictionary\n            \n        Returns:\n            Configuration instance\n        \"\"\"\n        agent_instructions = AgentInstructions()\n        if 'agent_instructions' in data:\n            agent_instructions = AgentInstructions.from_dict(data['agent_instructions'])\n        \n        return cls(\n            base_url=data.get('base_url', ''),\n            main_model=data.get('main_model', ''),\n            cluster_model=data.get('cluster_model', ''),\n            fallback_model=data.get('fallback_model', 'glm-4p5'),\n            default_output=data.get('default_output', 'docs'),\n            provider=data.get('provider', 'openai-compatible'),\n            aws_region=data.get('aws_region', 'us-east-1'),\n            api_version=data.get('api_version', '2024-12-01-preview'),\n            azure_deployment=data.get('azure_deployment', ''),\n            max_tokens=data.get('max_tokens', 32768),\n            max_token_per_module=data.get('max_token_per_module', 36369),\n            max_token_per_leaf_module=data.get('max_token_per_leaf_module', 16000),\n            max_depth=data.get('max_depth', 2),\n            agent_instructions=agent_instructions,\n        )\n    \n    def is_complete(self) -> bool:\n        \"\"\"Check if all required fields are set.\n\n        Subscription-mode providers (claude-code, codex) only require\n        ``main_model``; ``base_url``, ``cluster_model`` and ``fallback_model``\n        are unused.\n        \"\"\"\n        from codewiki.src.be.backend import is_caw_provider\n        if is_caw_provider(self.provider):\n            return bool(self.main_model)\n        return bool(\n            self.base_url and\n            self.main_model and\n            self.cluster_model and\n            self.fallback_model\n        )\n    \n    def to_backend_config(self, repo_path: str, output_dir: str, api_key: str, runtime_instructions: AgentInstructions = None):\n        \"\"\"\n        Convert CLI Configuration to Backend Config.\n        \n        This method bridges the gap between persistent user settings (CLI Configuration)\n        and runtime job configuration (Backend Config).\n        \n        Args:\n            repo_path: Path to the repository to document\n            output_dir: Output directory for generated documentation\n            api_key: LLM API key (from keyring)\n            runtime_instructions: Runtime agent instructions (override persistent settings)\n            \n        Returns:\n            Backend Config instance ready for documentation generation\n        \"\"\"\n        from codewiki.src.config import Config\n        \n        # Merge runtime instructions with persistent settings\n        # Runtime instructions take precedence\n        final_instructions = self.agent_instructions\n        if runtime_instructions and not runtime_instructions.is_empty():\n            final_instructions = AgentInstructions(\n                include_patterns=runtime_instructions.include_patterns or self.agent_instructions.include_patterns,\n                exclude_patterns=runtime_instructions.exclude_patterns or self.agent_instructions.exclude_patterns,\n                focus_modules=runtime_instructions.focus_modules or self.agent_instructions.focus_modules,\n                doc_type=runtime_instructions.doc_type or self.agent_instructions.doc_type,\n                custom_instructions=runtime_instructions.custom_instructions or self.agent_instructions.custom_instructions,\n            )\n        \n        return Config.from_cli(\n            repo_path=repo_path,\n            output_dir=output_dir,\n            llm_base_url=self.base_url,\n            llm_api_key=api_key,\n            main_model=self.main_model,\n            cluster_model=self.cluster_model,\n            fallback_model=self.fallback_model,\n            provider=self.provider,\n            aws_region=self.aws_region,\n            api_version=self.api_version,\n            azure_deployment=self.azure_deployment,\n            max_tokens=self.max_tokens,\n            max_token_per_module=self.max_token_per_module,\n            max_token_per_leaf_module=self.max_token_per_leaf_module,\n            max_depth=self.max_depth,\n            agent_instructions=final_instructions.to_dict() if final_instructions else None\n        )",
-    "start_line": 106,
-    "end_line": 277,
-    "has_docstring": true,
-    "docstring": "CodeWiki configuration data model.\n\nAttributes:\n    base_url: LLM API base URL\n    main_model: Primary model for documentation generation\n    cluster_model: Model for module clustering\n    fallback_model: Fallback model for documentation generation\n    default_output: Default output directory\n    provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n    aws_region: AWS region for Bedrock provider\n    api_version: Azure OpenAI API version\n    azure_deployment: Azure OpenAI deployment name\n    max_tokens: Maximum tokens for LLM response (default: 32768)\n    max_token_per_module: Maximum tokens per module for clustering (default: 36369)\n    max_token_per_leaf_module: Maximum tokens per leaf module (default: 16000)\n    max_depth: Maximum depth for hierarchical decomposition (default: 2)\n    agent_instructions: Custom agent instructions for documentation generation",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class Configuration",
-    "component_id": "codewiki\\cli\\models\\config.py::Configuration",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\models\\job.py::JobStatus": {
-    "id": "codewiki\\cli\\models\\job.py::JobStatus",
-    "name": "JobStatus",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
-    "relative_path": "codewiki\\cli\\models\\job.py",
-    "depends_on": [],
-    "source_code": "class JobStatus(str, Enum):\n    \"\"\"Documentation job status.\"\"\"\n    PENDING = \"pending\"\n    RUNNING = \"running\"\n    COMPLETED = \"completed\"\n    FAILED = \"failed\"",
-    "start_line": 13,
-    "end_line": 18,
-    "has_docstring": true,
-    "docstring": "Documentation job status.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "str",
-      "Enum"
-    ],
-    "class_name": null,
-    "display_name": "class JobStatus",
-    "component_id": "codewiki\\cli\\models\\job.py::JobStatus",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\models\\job.py::GenerationOptions": {
-    "id": "codewiki\\cli\\models\\job.py::GenerationOptions",
-    "name": "GenerationOptions",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
-    "relative_path": "codewiki\\cli\\models\\job.py",
-    "depends_on": [],
-    "source_code": "class GenerationOptions:\n    \"\"\"Options for documentation generation.\"\"\"\n    create_branch: bool = False\n    github_pages: bool = False\n    no_cache: bool = False\n    custom_output: Optional[str] = None",
-    "start_line": 22,
-    "end_line": 27,
-    "has_docstring": true,
-    "docstring": "Options for documentation generation.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class GenerationOptions",
-    "component_id": "codewiki\\cli\\models\\job.py::GenerationOptions",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\models\\job.py::JobStatistics": {
-    "id": "codewiki\\cli\\models\\job.py::JobStatistics",
-    "name": "JobStatistics",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
-    "relative_path": "codewiki\\cli\\models\\job.py",
-    "depends_on": [],
-    "source_code": "class JobStatistics:\n    \"\"\"Statistics for a documentation job.\"\"\"\n    total_files_analyzed: int = 0\n    leaf_nodes: int = 0\n    max_depth: int = 0\n    total_tokens_used: int = 0",
-    "start_line": 31,
-    "end_line": 36,
-    "has_docstring": true,
-    "docstring": "Statistics for a documentation job.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class JobStatistics",
-    "component_id": "codewiki\\cli\\models\\job.py::JobStatistics",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\models\\job.py::LLMConfig": {
-    "id": "codewiki\\cli\\models\\job.py::LLMConfig",
-    "name": "LLMConfig",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
-    "relative_path": "codewiki\\cli\\models\\job.py",
-    "depends_on": [],
-    "source_code": "class LLMConfig:\n    \"\"\"LLM configuration for a job.\"\"\"\n    main_model: str\n    cluster_model: str\n    base_url: str",
-    "start_line": 40,
-    "end_line": 44,
-    "has_docstring": true,
-    "docstring": "LLM configuration for a job.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class LLMConfig",
-    "component_id": "codewiki\\cli\\models\\job.py::LLMConfig",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\models\\job.py::DocumentationJob": {
-    "id": "codewiki\\cli\\models\\job.py::DocumentationJob",
-    "name": "DocumentationJob",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\models\\job.py",
-    "relative_path": "codewiki\\cli\\models\\job.py",
-    "depends_on": [
-      "codewiki\\cli\\models\\job.py::GenerationOptions",
-      "codewiki\\cli\\models\\job.py::LLMConfig",
-      "codewiki\\cli\\models\\job.py::JobStatistics",
-      "codewiki\\cli\\models\\job.py::JobStatus"
-    ],
-    "source_code": "class DocumentationJob:\n    \"\"\"\n    Represents a documentation generation job.\n    \n    Attributes:\n        job_id: Unique job identifier\n        repository_path: Absolute path to repository\n        repository_name: Repository name\n        output_directory: Output directory path\n        commit_hash: Git commit SHA\n        branch_name: Git branch name (if applicable)\n        timestamp_start: Job start time\n        timestamp_end: Job end time (if completed)\n        status: Current job status\n        error_message: Error message (if failed)\n        files_generated: List of generated files\n        module_count: Number of modules documented\n        generation_options: Generation options used\n        llm_config: LLM configuration used\n        statistics: Job statistics\n    \"\"\"\n    job_id: str = field(default_factory=lambda: str(uuid.uuid4()))\n    repository_path: str = \"\"\n    repository_name: str = \"\"\n    output_directory: str = \"\"\n    commit_hash: str = \"\"\n    branch_name: Optional[str] = None\n    timestamp_start: str = field(default_factory=lambda: datetime.now().isoformat())\n    timestamp_end: Optional[str] = None\n    status: JobStatus = JobStatus.PENDING\n    error_message: Optional[str] = None\n    files_generated: List[str] = field(default_factory=list)\n    module_count: int = 0\n    generation_options: GenerationOptions = field(default_factory=GenerationOptions)\n    llm_config: Optional[LLMConfig] = None\n    statistics: JobStatistics = field(default_factory=JobStatistics)\n    \n    def start(self):\n        \"\"\"Mark job as started.\"\"\"\n        self.status = JobStatus.RUNNING\n        self.timestamp_start = datetime.now().isoformat()\n    \n    def complete(self):\n        \"\"\"Mark job as completed.\"\"\"\n        self.status = JobStatus.COMPLETED\n        self.timestamp_end = datetime.now().isoformat()\n    \n    def fail(self, error_message: str):\n        \"\"\"Mark job as failed.\"\"\"\n        self.status = JobStatus.FAILED\n        self.error_message = error_message\n        self.timestamp_end = datetime.now().isoformat()\n    \n    def to_dict(self) -> Dict[str, Any]:\n        \"\"\"Convert to dictionary for JSON serialization.\"\"\"\n        data = {\n            \"job_id\": self.job_id,\n            \"repository_path\": self.repository_path,\n            \"repository_name\": self.repository_name,\n            \"output_directory\": self.output_directory,\n            \"commit_hash\": self.commit_hash,\n            \"branch_name\": self.branch_name,\n            \"timestamp_start\": self.timestamp_start,\n            \"timestamp_end\": self.timestamp_end,\n            \"status\": self.status.value if isinstance(self.status, JobStatus) else self.status,\n            \"error_message\": self.error_message,\n            \"files_generated\": self.files_generated,\n            \"module_count\": self.module_count,\n            \"generation_options\": asdict(self.generation_options),\n            \"llm_config\": asdict(self.llm_config) if self.llm_config else None,\n            \"statistics\": asdict(self.statistics),\n        }\n        return data\n    \n    def to_json(self) -> str:\n        \"\"\"Convert to JSON string.\"\"\"\n        return json.dumps(self.to_dict(), indent=2)\n    \n    @classmethod\n    def from_dict(cls, data: Dict[str, Any]) -> 'DocumentationJob':\n        \"\"\"Create from dictionary.\"\"\"\n        job = cls(\n            job_id=data.get('job_id', str(uuid.uuid4())),\n            repository_path=data.get('repository_path', ''),\n            repository_name=data.get('repository_name', ''),\n            output_directory=data.get('output_directory', ''),\n            commit_hash=data.get('commit_hash', ''),\n            branch_name=data.get('branch_name'),\n            timestamp_start=data.get('timestamp_start', datetime.now().isoformat()),\n            timestamp_end=data.get('timestamp_end'),\n            status=JobStatus(data.get('status', 'pending')),\n            error_message=data.get('error_message'),\n            files_generated=data.get('files_generated', []),\n            module_count=data.get('module_count', 0),\n        )\n        \n        # Parse nested objects\n        if 'generation_options' in data:\n            opts = data['generation_options']\n            job.generation_options = GenerationOptions(**opts)\n        \n        if 'llm_config' in data and data['llm_config']:\n            job.llm_config = LLMConfig(**data['llm_config'])\n        \n        if 'statistics' in data:\n            job.statistics = JobStatistics(**data['statistics'])\n        \n        return job",
-    "start_line": 48,
-    "end_line": 155,
-    "has_docstring": true,
-    "docstring": "Represents a documentation generation job.\n\nAttributes:\n    job_id: Unique job identifier\n    repository_path: Absolute path to repository\n    repository_name: Repository name\n    output_directory: Output directory path\n    commit_hash: Git commit SHA\n    branch_name: Git branch name (if applicable)\n    timestamp_start: Job start time\n    timestamp_end: Job end time (if completed)\n    status: Current job status\n    error_message: Error message (if failed)\n    files_generated: List of generated files\n    module_count: Number of modules documented\n    generation_options: Generation options used\n    llm_config: LLM configuration used\n    statistics: Job statistics",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class DocumentationJob",
-    "component_id": "codewiki\\cli\\models\\job.py::DocumentationJob",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler": {
-    "id": "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler",
-    "name": "APIErrorHandler",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\api_errors.py",
-    "relative_path": "codewiki\\cli\\utils\\api_errors.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::APIError"
-    ],
-    "source_code": "class APIErrorHandler:\n    \"\"\"Handler for LLM API errors with fail-fast behavior.\"\"\"\n    \n    @staticmethod\n    def handle_api_error(\n        error: Exception,\n        context: Optional[str] = None,\n        fail_fast: bool = True\n    ) -> APIError:\n        \"\"\"\n        Handle LLM API error and convert to APIError.\n        \n        Args:\n            error: The original exception\n            context: Additional context (e.g., module name)\n            fail_fast: Whether to fail immediately (default: True)\n            \n        Returns:\n            APIError instance\n        \"\"\"\n        error_message = str(error)\n        \n        # Detect specific error types\n        if \"429\" in error_message or \"rate limit\" in error_message.lower():\n            message = (\n                \"LLM API rate limit exceeded.\\n\\n\"\n                \"The API returned a 429 error, indicating too many requests.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Wait a few minutes before retrying\\n\"\n                \"  2. Check your API quota at your provider's dashboard\\n\"\n                \"  3. Consider upgrading your API plan\\n\"\n                \"  4. For large repositories, generate during off-peak hours\"\n            )\n        elif \"401\" in error_message or \"authentication\" in error_message.lower():\n            message = (\n                \"LLM API authentication failed.\\n\\n\"\n                \"Your API key appears to be invalid or expired.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Verify your API key: codewiki config show\\n\"\n                \"  2. Update your API key: codewiki config set --api-key <new-key>\\n\"\n                \"  3. Check that your API key is active in your provider's dashboard\"\n            )\n        elif \"timeout\" in error_message.lower():\n            message = (\n                \"LLM API request timed out.\\n\\n\"\n                \"The API did not respond within the expected time.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your internet connection\\n\"\n                \"  2. Verify the API service is operational\\n\"\n                \"  3. Try again in a few moments\\n\"\n                \"  4. If the issue persists, contact your API provider\"\n            )\n        elif \"network\" in error_message.lower() or \"connection\" in error_message.lower():\n            message = (\n                \"Network error while connecting to LLM API.\\n\\n\"\n                \"Could not establish connection to the API.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your internet connection\\n\"\n                \"  2. Verify the base URL: codewiki config show\\n\"\n                \"  3. Check if you're behind a proxy or firewall\\n\"\n                \"  4. Try: curl -I <base-url> to test connectivity\"\n            )\n        else:\n            message = (\n                f\"LLM API error: {error_message}\\n\\n\"\n                \"An unexpected error occurred while communicating with the LLM API.\\n\\n\"\n                \"Troubleshooting:\\n\"\n                \"  1. Check your configuration: codewiki config validate\\n\"\n                \"  2. Verify API service status\\n\"\n                \"  3. Review the error message above for specific details\"\n            )\n        \n        if context:\n            message = f\"Context: {context}\\n\\n{message}\"\n        \n        return APIError(message)\n    \n    @staticmethod\n    def display_api_error(error: APIError, module_name: Optional[str] = None):\n        \"\"\"\n        Display API error with formatting.\n        \n        Args:\n            error: The API error\n            module_name: Optional module name for context\n        \"\"\"\n        click.echo()\n        click.secho(\"✗ LLM API Error\", fg=\"red\", bold=True)\n        click.echo()\n        \n        if module_name:\n            click.echo(f\"Module: {module_name}\")\n            click.echo()\n        \n        click.echo(error.message)\n        click.echo()\n        click.secho(\n            \"Documentation generation stopped. No partial results saved.\",\n            fg=\"yellow\"\n        )\n        click.echo()",
-    "start_line": 11,
-    "end_line": 111,
-    "has_docstring": true,
-    "docstring": "Handler for LLM API errors with fail-fast behavior.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class APIErrorHandler",
-    "component_id": "codewiki\\cli\\utils\\api_errors.py::APIErrorHandler",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\api_errors.py::wrap_api_call": {
-    "id": "codewiki\\cli\\utils\\api_errors.py::wrap_api_call",
-    "name": "wrap_api_call",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\api_errors.py",
-    "relative_path": "codewiki\\cli\\utils\\api_errors.py",
-    "depends_on": [],
-    "source_code": "def wrap_api_call(func, *args, fail_fast: bool = True, context: Optional[str] = None, **kwargs):\n    \"\"\"\n    Wrap an API call with error handling.\n    \n    Args:\n        func: Function to call\n        *args: Positional arguments\n        fail_fast: Whether to raise on error (default: True)\n        context: Optional context for error message\n        **kwargs: Keyword arguments\n        \n    Returns:\n        Function result\n        \n    Raises:\n        APIError: If API call fails and fail_fast is True\n    \"\"\"\n    try:\n        return func(*args, **kwargs)\n    except Exception as e:\n        api_error = APIErrorHandler.handle_api_error(e, context=context, fail_fast=fail_fast)\n        if fail_fast:\n            raise api_error\n        else:\n            APIErrorHandler.display_api_error(api_error)\n            return None",
-    "start_line": 114,
-    "end_line": 139,
-    "has_docstring": true,
-    "docstring": "Wrap an API call with error handling.\n\nArgs:\n    func: Function to call\n    *args: Positional arguments\n    fail_fast: Whether to raise on error (default: True)\n    context: Optional context for error message\n    **kwargs: Keyword arguments\n    \nReturns:\n    Function result\n    \nRaises:\n    APIError: If API call fails and fail_fast is True",
-    "parameters": [
-      "func"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function wrap_api_call",
-    "component_id": "codewiki\\cli\\utils\\api_errors.py::wrap_api_call",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::CodeWikiError": {
-    "id": "codewiki\\cli\\utils\\errors.py::CodeWikiError",
-    "name": "CodeWikiError",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [],
-    "source_code": "class CodeWikiError(Exception):\n    \"\"\"Base exception for CodeWiki CLI errors.\"\"\"\n    \n    def __init__(self, message: str, exit_code: int = EXIT_GENERAL_ERROR):\n        self.message = message\n        self.exit_code = exit_code\n        super().__init__(self.message)",
-    "start_line": 27,
-    "end_line": 33,
-    "has_docstring": true,
-    "docstring": "Base exception for CodeWiki CLI errors.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "Exception"
-    ],
-    "class_name": null,
-    "display_name": "class CodeWikiError",
-    "component_id": "codewiki\\cli\\utils\\errors.py::CodeWikiError",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::ConfigurationError": {
-    "id": "codewiki\\cli\\utils\\errors.py::ConfigurationError",
-    "name": "ConfigurationError",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::CodeWikiError"
-    ],
-    "source_code": "class ConfigurationError(CodeWikiError):\n    \"\"\"Configuration-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_CONFIG_ERROR)",
-    "start_line": 36,
-    "end_line": 40,
-    "has_docstring": true,
-    "docstring": "Configuration-related errors.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "CodeWikiError"
-    ],
-    "class_name": null,
-    "display_name": "class ConfigurationError",
-    "component_id": "codewiki\\cli\\utils\\errors.py::ConfigurationError",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::RepositoryError": {
-    "id": "codewiki\\cli\\utils\\errors.py::RepositoryError",
-    "name": "RepositoryError",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::CodeWikiError"
-    ],
-    "source_code": "class RepositoryError(CodeWikiError):\n    \"\"\"Repository-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_REPOSITORY_ERROR)",
-    "start_line": 43,
-    "end_line": 47,
-    "has_docstring": true,
-    "docstring": "Repository-related errors.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "CodeWikiError"
-    ],
-    "class_name": null,
-    "display_name": "class RepositoryError",
-    "component_id": "codewiki\\cli\\utils\\errors.py::RepositoryError",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::APIError": {
-    "id": "codewiki\\cli\\utils\\errors.py::APIError",
-    "name": "APIError",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::CodeWikiError"
-    ],
-    "source_code": "class APIError(CodeWikiError):\n    \"\"\"LLM API-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_API_ERROR)",
-    "start_line": 50,
-    "end_line": 54,
-    "has_docstring": true,
-    "docstring": "LLM API-related errors.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "CodeWikiError"
-    ],
-    "class_name": null,
-    "display_name": "class APIError",
-    "component_id": "codewiki\\cli\\utils\\errors.py::APIError",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::FileSystemError": {
-    "id": "codewiki\\cli\\utils\\errors.py::FileSystemError",
-    "name": "FileSystemError",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::CodeWikiError"
-    ],
-    "source_code": "class FileSystemError(CodeWikiError):\n    \"\"\"File system-related errors.\"\"\"\n    \n    def __init__(self, message: str):\n        super().__init__(message, EXIT_FILESYSTEM_ERROR)",
-    "start_line": 57,
-    "end_line": 61,
-    "has_docstring": true,
-    "docstring": "File system-related errors.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "CodeWikiError"
-    ],
-    "class_name": null,
-    "display_name": "class FileSystemError",
-    "component_id": "codewiki\\cli\\utils\\errors.py::FileSystemError",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::handle_error": {
-    "id": "codewiki\\cli\\utils\\errors.py::handle_error",
-    "name": "handle_error",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [],
-    "source_code": "def handle_error(error: Exception, verbose: bool = False) -> int:\n    \"\"\"\n    Handle errors and return appropriate exit code.\n    \n    Args:\n        error: The exception to handle\n        verbose: Whether to show detailed error information\n        \n    Returns:\n        Exit code for the error\n    \"\"\"\n    if isinstance(error, CodeWikiError):\n        click.secho(f\"\\n✗ Error: {error.message}\", fg=\"red\", err=True)\n        return error.exit_code\n    else:\n        click.secho(f\"\\n✗ Unexpected error: {error}\", fg=\"red\", err=True)\n        if verbose:\n            import traceback\n            click.echo(traceback.format_exc(), err=True)\n        return EXIT_GENERAL_ERROR",
-    "start_line": 64,
-    "end_line": 83,
-    "has_docstring": true,
-    "docstring": "Handle errors and return appropriate exit code.\n\nArgs:\n    error: The exception to handle\n    verbose: Whether to show detailed error information\n    \nReturns:\n    Exit code for the error",
-    "parameters": [
-      "error",
-      "verbose"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_error",
-    "component_id": "codewiki\\cli\\utils\\errors.py::handle_error",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::error_with_suggestion": {
-    "id": "codewiki\\cli\\utils\\errors.py::error_with_suggestion",
-    "name": "error_with_suggestion",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [],
-    "source_code": "def error_with_suggestion(message: str, suggestion: str, exit_code: int = EXIT_GENERAL_ERROR):\n    \"\"\"\n    Display error message with actionable suggestion and exit.\n    \n    Args:\n        message: The error message\n        suggestion: Suggested action to resolve the error\n        exit_code: Exit code to use\n    \"\"\"\n    click.secho(f\"\\n✗ Error: {message}\", fg=\"red\", err=True)\n    click.echo(f\"\\n{suggestion}\", err=True)\n    sys.exit(exit_code)",
-    "start_line": 86,
-    "end_line": 97,
-    "has_docstring": true,
-    "docstring": "Display error message with actionable suggestion and exit.\n\nArgs:\n    message: The error message\n    suggestion: Suggested action to resolve the error\n    exit_code: Exit code to use",
-    "parameters": [
-      "message",
-      "suggestion",
-      "exit_code"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function error_with_suggestion",
-    "component_id": "codewiki\\cli\\utils\\errors.py::error_with_suggestion",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::warning": {
-    "id": "codewiki\\cli\\utils\\errors.py::warning",
-    "name": "warning",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [],
-    "source_code": "def warning(message: str):\n    \"\"\"Display a warning message.\"\"\"\n    click.secho(f\"⚠️  {message}\", fg=\"yellow\")",
-    "start_line": 100,
-    "end_line": 102,
-    "has_docstring": true,
-    "docstring": "Display a warning message.",
-    "parameters": [
-      "message"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function warning",
-    "component_id": "codewiki\\cli\\utils\\errors.py::warning",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::success": {
-    "id": "codewiki\\cli\\utils\\errors.py::success",
-    "name": "success",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [],
-    "source_code": "def success(message: str):\n    \"\"\"Display a success message.\"\"\"\n    click.secho(f\"✓ {message}\", fg=\"green\")",
-    "start_line": 105,
-    "end_line": 107,
-    "has_docstring": true,
-    "docstring": "Display a success message.",
-    "parameters": [
-      "message"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function success",
-    "component_id": "codewiki\\cli\\utils\\errors.py::success",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\errors.py::info": {
-    "id": "codewiki\\cli\\utils\\errors.py::info",
-    "name": "info",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\errors.py",
-    "relative_path": "codewiki\\cli\\utils\\errors.py",
-    "depends_on": [],
-    "source_code": "def info(message: str):\n    \"\"\"Display an info message.\"\"\"\n    click.echo(message)",
-    "start_line": 110,
-    "end_line": 112,
-    "has_docstring": true,
-    "docstring": "Display an info message.",
-    "parameters": [
-      "message"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function info",
-    "component_id": "codewiki\\cli\\utils\\errors.py::info",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\fs.py::ensure_directory": {
-    "id": "codewiki\\cli\\utils\\fs.py::ensure_directory",
-    "name": "ensure_directory",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
-    "relative_path": "codewiki\\cli\\utils\\fs.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::FileSystemError"
-    ],
-    "source_code": "def ensure_directory(path: Path, mode: int = 0o700) -> Path:\n    \"\"\"\n    Ensure directory exists, create if necessary.\n    \n    Args:\n        path: Directory path\n        mode: Directory permissions (default: 0o700 - user only)\n        \n    Returns:\n        Path to the directory\n        \n    Raises:\n        FileSystemError: If directory cannot be created\n    \"\"\"\n    try:\n        path = Path(path).expanduser().resolve()\n        path.mkdir(parents=True, exist_ok=True, mode=mode)\n        return path\n    except PermissionError:\n        raise FileSystemError(\n            f\"Permission denied: Cannot create directory {path}\\n\"\n            f\"Try: chmod u+w {path.parent}\"\n        )\n    except OSError as e:\n        raise FileSystemError(f\"Cannot create directory {path}: {e}\")",
-    "start_line": 13,
-    "end_line": 37,
-    "has_docstring": true,
-    "docstring": "Ensure directory exists, create if necessary.\n\nArgs:\n    path: Directory path\n    mode: Directory permissions (default: 0o700 - user only)\n    \nReturns:\n    Path to the directory\n    \nRaises:\n    FileSystemError: If directory cannot be created",
-    "parameters": [
-      "path",
-      "mode"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function ensure_directory",
-    "component_id": "codewiki\\cli\\utils\\fs.py::ensure_directory",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\fs.py::check_writable": {
-    "id": "codewiki\\cli\\utils\\fs.py::check_writable",
-    "name": "check_writable",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
-    "relative_path": "codewiki\\cli\\utils\\fs.py",
-    "depends_on": [],
-    "source_code": "def check_writable(path: Path) -> bool:\n    \"\"\"\n    Check if a path is writable.\n    \n    Args:\n        path: Path to check\n        \n    Returns:\n        True if writable, False otherwise\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if path.exists():\n        return os.access(path, os.W_OK)\n    else:\n        # Check parent directory if path doesn't exist\n        parent = path.parent\n        return parent.exists() and os.access(parent, os.W_OK)",
-    "start_line": 40,
-    "end_line": 57,
-    "has_docstring": true,
-    "docstring": "Check if a path is writable.\n\nArgs:\n    path: Path to check\n    \nReturns:\n    True if writable, False otherwise",
-    "parameters": [
-      "path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function check_writable",
-    "component_id": "codewiki\\cli\\utils\\fs.py::check_writable",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\fs.py::safe_write": {
-    "id": "codewiki\\cli\\utils\\fs.py::safe_write",
-    "name": "safe_write",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
-    "relative_path": "codewiki\\cli\\utils\\fs.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::FileSystemError"
-    ],
-    "source_code": "def safe_write(path: Path, content: str, encoding: str = \"utf-8\"):\n    \"\"\"\n    Safely write content to a file using atomic write (temp file + rename).\n    \n    Args:\n        path: File path\n        content: Content to write\n        encoding: File encoding\n        \n    Raises:\n        FileSystemError: If write fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    temp_path = path.with_suffix(path.suffix + \".tmp\")\n    \n    try:\n        # Write to temp file\n        with open(temp_path, \"w\", encoding=encoding) as f:\n            f.write(content)\n        \n        # Atomic rename\n        temp_path.replace(path)\n    except Exception as e:\n        # Clean up temp file if it exists\n        if temp_path.exists():\n            temp_path.unlink()\n        raise FileSystemError(f\"Cannot write to {path}: {e}\")",
-    "start_line": 60,
-    "end_line": 86,
-    "has_docstring": true,
-    "docstring": "Safely write content to a file using atomic write (temp file + rename).\n\nArgs:\n    path: File path\n    content: Content to write\n    encoding: File encoding\n    \nRaises:\n    FileSystemError: If write fails",
-    "parameters": [
-      "path",
-      "content",
-      "encoding"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function safe_write",
-    "component_id": "codewiki\\cli\\utils\\fs.py::safe_write",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\fs.py::safe_read": {
-    "id": "codewiki\\cli\\utils\\fs.py::safe_read",
-    "name": "safe_read",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
-    "relative_path": "codewiki\\cli\\utils\\fs.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::FileSystemError"
-    ],
-    "source_code": "def safe_read(path: Path, encoding: str = \"utf-8\") -> str:\n    \"\"\"\n    Safely read content from a file.\n    \n    Args:\n        path: File path\n        encoding: File encoding\n        \n    Returns:\n        File content\n        \n    Raises:\n        FileSystemError: If read fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    try:\n        with open(path, \"r\", encoding=encoding) as f:\n            return f.read()\n    except FileNotFoundError:\n        raise FileSystemError(f\"File not found: {path}\")\n    except PermissionError:\n        raise FileSystemError(f\"Permission denied: Cannot read {path}\")\n    except Exception as e:\n        raise FileSystemError(f\"Cannot read {path}: {e}\")",
-    "start_line": 89,
-    "end_line": 113,
-    "has_docstring": true,
-    "docstring": "Safely read content from a file.\n\nArgs:\n    path: File path\n    encoding: File encoding\n    \nReturns:\n    File content\n    \nRaises:\n    FileSystemError: If read fails",
-    "parameters": [
-      "path",
-      "encoding"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function safe_read",
-    "component_id": "codewiki\\cli\\utils\\fs.py::safe_read",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\fs.py::get_file_size": {
-    "id": "codewiki\\cli\\utils\\fs.py::get_file_size",
-    "name": "get_file_size",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
-    "relative_path": "codewiki\\cli\\utils\\fs.py",
-    "depends_on": [],
-    "source_code": "def get_file_size(path: Path) -> int:\n    \"\"\"\n    Get file size in bytes.\n    \n    Args:\n        path: File path\n        \n    Returns:\n        File size in bytes\n    \"\"\"\n    return Path(path).stat().st_size",
-    "start_line": 116,
-    "end_line": 126,
-    "has_docstring": true,
-    "docstring": "Get file size in bytes.\n\nArgs:\n    path: File path\n    \nReturns:\n    File size in bytes",
-    "parameters": [
-      "path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_file_size",
-    "component_id": "codewiki\\cli\\utils\\fs.py::get_file_size",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\fs.py::find_files": {
-    "id": "codewiki\\cli\\utils\\fs.py::find_files",
-    "name": "find_files",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
-    "relative_path": "codewiki\\cli\\utils\\fs.py",
-    "depends_on": [],
-    "source_code": "def find_files(\n    directory: Path,\n    extensions: Optional[List[str]] = None,\n    recursive: bool = True\n) -> List[Path]:\n    \"\"\"\n    Find files in directory matching extensions.\n    \n    Args:\n        directory: Directory to search\n        extensions: List of file extensions (e.g., ['.py', '.java'])\n        recursive: Search recursively\n        \n    Returns:\n        List of matching file paths\n    \"\"\"\n    directory = Path(directory).expanduser().resolve()\n    \n    if not directory.exists():\n        return []\n    \n    pattern = \"**/*\" if recursive else \"*\"\n    files = []\n    \n    for path in directory.glob(pattern):\n        if not path.is_file():\n            continue\n        \n        if extensions is None or path.suffix in extensions:\n            files.append(path)\n    \n    return files",
-    "start_line": 129,
-    "end_line": 160,
-    "has_docstring": true,
-    "docstring": "Find files in directory matching extensions.\n\nArgs:\n    directory: Directory to search\n    extensions: List of file extensions (e.g., ['.py', '.java'])\n    recursive: Search recursively\n    \nReturns:\n    List of matching file paths",
-    "parameters": [
-      "directory",
-      "extensions",
-      "recursive"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function find_files",
-    "component_id": "codewiki\\cli\\utils\\fs.py::find_files",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\fs.py::cleanup_directory": {
-    "id": "codewiki\\cli\\utils\\fs.py::cleanup_directory",
-    "name": "cleanup_directory",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\fs.py",
-    "relative_path": "codewiki\\cli\\utils\\fs.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::FileSystemError"
-    ],
-    "source_code": "def cleanup_directory(path: Path, keep_hidden: bool = True):\n    \"\"\"\n    Clean up a directory by removing its contents.\n    \n    Args:\n        path: Directory to clean\n        keep_hidden: Keep hidden files/directories (starting with .)\n        \n    Raises:\n        FileSystemError: If cleanup fails\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if not path.exists():\n        return\n    \n    try:\n        for item in path.iterdir():\n            if keep_hidden and item.name.startswith('.'):\n                continue\n            \n            if item.is_file():\n                item.unlink()\n            elif item.is_dir():\n                shutil.rmtree(item)\n    except Exception as e:\n        raise FileSystemError(f\"Cannot clean directory {path}: {e}\")",
-    "start_line": 163,
-    "end_line": 189,
-    "has_docstring": true,
-    "docstring": "Clean up a directory by removing its contents.\n\nArgs:\n    path: Directory to clean\n    keep_hidden: Keep hidden files/directories (starting with .)\n    \nRaises:\n    FileSystemError: If cleanup fails",
-    "parameters": [
-      "path",
-      "keep_hidden"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function cleanup_directory",
-    "component_id": "codewiki\\cli\\utils\\fs.py::cleanup_directory",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url": {
-    "id": "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
-    "name": "compute_github_pages_url",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\instructions.py",
-    "relative_path": "codewiki\\cli\\utils\\instructions.py",
-    "depends_on": [],
-    "source_code": "def compute_github_pages_url(repo_url: str, repo_name: str) -> str:\n    \"\"\"\n    Compute expected GitHub Pages URL from repository URL.\n    \n    Args:\n        repo_url: GitHub repository URL\n        repo_name: Repository name\n        \n    Returns:\n        Expected GitHub Pages URL\n    \"\"\"\n    # Extract owner from GitHub URL\n    # e.g., \"https://github.com/owner/repo\" -> \"owner\"\n    if \"github.com\" in repo_url:\n        parts = repo_url.rstrip('/').split('/')\n        if len(parts) >= 2:\n            owner = parts[-2]\n            repo = parts[-1].replace('.git', '')\n            return f\"https://{owner}.github.io/{repo}/\"\n    \n    return f\"https://YOUR_USERNAME.github.io/{repo_name}/\"",
-    "start_line": 10,
-    "end_line": 30,
-    "has_docstring": true,
-    "docstring": "Compute expected GitHub Pages URL from repository URL.\n\nArgs:\n    repo_url: GitHub repository URL\n    repo_name: Repository name\n    \nReturns:\n    Expected GitHub Pages URL",
-    "parameters": [
-      "repo_url",
-      "repo_name"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function compute_github_pages_url",
-    "component_id": "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url": {
-    "id": "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url",
-    "name": "get_pr_creation_url",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\instructions.py",
-    "relative_path": "codewiki\\cli\\utils\\instructions.py",
-    "depends_on": [],
-    "source_code": "def get_pr_creation_url(repo_url: str, branch_name: str) -> str:\n    \"\"\"\n    Get PR creation URL for GitHub.\n    \n    Args:\n        repo_url: GitHub repository URL\n        branch_name: Branch name\n        \n    Returns:\n        PR creation URL\n    \"\"\"\n    base_url = repo_url.rstrip('/').replace('.git', '')\n    return f\"{base_url}/compare/{branch_name}\"",
-    "start_line": 33,
-    "end_line": 45,
-    "has_docstring": true,
-    "docstring": "Get PR creation URL for GitHub.\n\nArgs:\n    repo_url: GitHub repository URL\n    branch_name: Branch name\n    \nReturns:\n    PR creation URL",
-    "parameters": [
-      "repo_url",
-      "branch_name"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_pr_creation_url",
-    "component_id": "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions": {
-    "id": "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
-    "name": "display_post_generation_instructions",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\instructions.py",
-    "relative_path": "codewiki\\cli\\utils\\instructions.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\instructions.py::compute_github_pages_url",
-      "codewiki\\cli\\utils\\instructions.py::get_pr_creation_url"
-    ],
-    "source_code": "def display_post_generation_instructions(\n    output_dir: Path,\n    repo_name: str,\n    repo_url: Optional[str] = None,\n    branch_name: Optional[str] = None,\n    github_pages: bool = False,\n    files_generated: list = None,\n    statistics: dict = None\n):\n    \"\"\"\n    Display post-generation instructions.\n    \n    Args:\n        output_dir: Output directory path\n        repo_name: Repository name\n        repo_url: GitHub repository URL (optional)\n        branch_name: Git branch name (optional)\n        github_pages: Whether GitHub Pages HTML was generated\n        files_generated: List of generated files\n        statistics: Generation statistics\n    \"\"\"\n    click.echo()\n    click.secho(\"✓ Documentation generated successfully!\", fg=\"green\", bold=True)\n    click.echo()\n    \n    # Output directory\n    click.secho(\"Output directory:\", fg=\"cyan\", bold=True)\n    click.echo(f\"  {output_dir}\")\n    click.echo()\n    \n    # Generated files\n    if files_generated:\n        click.secho(\"Generated files:\", fg=\"cyan\", bold=True)\n        for file in files_generated[:10]:  # Show first 10\n            click.echo(f\"  - {file}\")\n        if len(files_generated) > 10:\n            click.echo(f\"  ... and {len(files_generated) - 10} more\")\n        click.echo()\n    \n    # Statistics\n    if statistics:\n        click.secho(\"Statistics:\", fg=\"cyan\", bold=True)\n        if 'module_count' in statistics:\n            click.echo(f\"  Total modules:     {statistics['module_count']}\")\n        if 'total_files_analyzed' in statistics:\n            click.echo(f\"  Files analyzed:    {statistics['total_files_analyzed']}\")\n        if 'generation_time' in statistics:\n            minutes = int(statistics['generation_time'] // 60)\n            seconds = int(statistics['generation_time'] % 60)\n            click.echo(f\"  Generation time:   {minutes} minutes {seconds} seconds\")\n        # if 'total_tokens_used' in statistics:\n        #     tokens = statistics['total_tokens_used']\n        #     click.echo(f\"  Tokens used:       ~{tokens:,}\")\n        click.echo()\n    \n    # Next steps\n    click.secho(\"Next steps:\", fg=\"cyan\", bold=True)\n    click.echo()\n    \n    click.echo(\"1. Review the generated documentation:\")\n    click.echo(f\"   cat {output_dir}/overview.md\")\n    if github_pages:\n        click.echo(f\"   open {output_dir}/index.html  # View in browser\")\n    click.echo()\n    \n    if branch_name:\n        # Git workflow with branch\n        click.echo(\"2. Push the documentation branch:\")\n        click.secho(f\"   git push origin {branch_name}\", fg=\"yellow\")\n        click.echo()\n        \n        if repo_url:\n            pr_url = get_pr_creation_url(repo_url, branch_name)\n            click.echo(\"3. Create a Pull Request to merge documentation:\")\n            click.secho(f\"   {pr_url}\", fg=\"blue\")\n            click.echo()\n            \n            click.echo(\"4. After merge, enable GitHub Pages:\")\n        else:\n            click.echo(\"3. Enable GitHub Pages:\")\n    else:\n        # Direct commit workflow\n        click.echo(\"2. Commit the documentation:\")\n        click.secho(\"   git add docs/\", fg=\"yellow\")\n        click.secho('   git commit -m \"Add generated documentation\"', fg=\"yellow\")\n        click.echo()\n        \n        click.echo(\"3. Push to GitHub:\")\n        click.secho(\"   git push origin main\", fg=\"yellow\")\n        click.echo()\n        \n        click.echo(\"4. Enable GitHub Pages:\")\n    \n    click.echo(\"   - Go to repository Settings → Pages\")\n    click.echo(\"   - Source: Deploy from a branch\")\n    click.echo(\"   - Branch: main, folder: /docs\")\n    click.echo()\n    \n    if repo_url:\n        github_pages_url = compute_github_pages_url(repo_url, repo_name)\n        click.echo(\"5. Your documentation will be available at:\")\n        click.secho(f\"   {github_pages_url}\", fg=\"blue\", bold=True)\n        click.echo()",
-    "start_line": 48,
-    "end_line": 150,
-    "has_docstring": true,
-    "docstring": "Display post-generation instructions.\n\nArgs:\n    output_dir: Output directory path\n    repo_name: Repository name\n    repo_url: GitHub repository URL (optional)\n    branch_name: Git branch name (optional)\n    github_pages: Whether GitHub Pages HTML was generated\n    files_generated: List of generated files\n    statistics: Generation statistics",
-    "parameters": [
-      "output_dir",
-      "repo_name",
-      "repo_url",
-      "branch_name",
-      "github_pages",
-      "files_generated",
-      "statistics"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function display_post_generation_instructions",
-    "component_id": "codewiki\\cli\\utils\\instructions.py::display_post_generation_instructions",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\instructions.py::display_generation_summary": {
-    "id": "codewiki\\cli\\utils\\instructions.py::display_generation_summary",
-    "name": "display_generation_summary",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\instructions.py",
-    "relative_path": "codewiki\\cli\\utils\\instructions.py",
-    "depends_on": [],
-    "source_code": "def display_generation_summary(\n    success: bool,\n    error_message: Optional[str] = None,\n    output_dir: Optional[Path] = None\n):\n    \"\"\"\n    Display generation summary (success or failure).\n    \n    Args:\n        success: Whether generation was successful\n        error_message: Error message if failed\n        output_dir: Output directory if successful\n    \"\"\"\n    if success:\n        click.echo()\n        click.secho(\"✓ Generation completed successfully!\", fg=\"green\", bold=True)\n        if output_dir:\n            click.echo(f\"\\nDocumentation saved to: {output_dir}\")\n        click.echo()\n    else:\n        click.echo()\n        click.secho(\"✗ Generation failed\", fg=\"red\", bold=True)\n        if error_message:\n            click.echo()\n            click.echo(error_message)\n        click.echo()",
-    "start_line": 153,
-    "end_line": 178,
-    "has_docstring": true,
-    "docstring": "Display generation summary (success or failure).\n\nArgs:\n    success: Whether generation was successful\n    error_message: Error message if failed\n    output_dir: Output directory if successful",
-    "parameters": [
-      "success",
-      "error_message",
-      "output_dir"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function display_generation_summary",
-    "component_id": "codewiki\\cli\\utils\\instructions.py::display_generation_summary",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\logging.py::CLILogger": {
-    "id": "codewiki\\cli\\utils\\logging.py::CLILogger",
-    "name": "CLILogger",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\logging.py",
-    "relative_path": "codewiki\\cli\\utils\\logging.py",
-    "depends_on": [],
-    "source_code": "class CLILogger:\n    \"\"\"Logger for CLI with support for verbose and normal modes.\"\"\"\n    \n    def __init__(self, verbose: bool = False):\n        \"\"\"\n        Initialize the logger.\n        \n        Args:\n            verbose: Enable verbose output\n        \"\"\"\n        self.verbose = verbose\n        self.start_time = datetime.now()\n    \n    def debug(self, message: str):\n        \"\"\"Log debug message (only in verbose mode).\"\"\"\n        if self.verbose:\n            timestamp = datetime.now().strftime(\"%H:%M:%S\")\n            click.secho(f\"[{timestamp}] {message}\", fg=\"cyan\", dim=True)\n    \n    def info(self, message: str):\n        \"\"\"Log info message.\"\"\"\n        click.echo(message)\n    \n    def success(self, message: str):\n        \"\"\"Log success message in green.\"\"\"\n        click.secho(f\"✓ {message}\", fg=\"green\")\n    \n    def warning(self, message: str):\n        \"\"\"Log warning message in yellow.\"\"\"\n        click.secho(f\"⚠️  {message}\", fg=\"yellow\")\n    \n    def error(self, message: str):\n        \"\"\"Log error message in red.\"\"\"\n        click.secho(f\"✗ {message}\", fg=\"red\", err=True)\n    \n    def step(self, message: str, step: Optional[int] = None, total: Optional[int] = None):\n        \"\"\"\n        Log a processing step.\n        \n        Args:\n            message: Step description\n            step: Current step number\n            total: Total number of steps\n        \"\"\"\n        if step is not None and total is not None:\n            prefix = f\"[{step}/{total}]\"\n        else:\n            prefix = \"→\"\n        \n        click.secho(f\"{prefix} {message}\", fg=\"blue\", bold=True)\n    \n    def elapsed_time(self) -> str:\n        \"\"\"Get elapsed time since logger was created.\"\"\"\n        elapsed = datetime.now() - self.start_time\n        minutes = int(elapsed.total_seconds() // 60)\n        seconds = int(elapsed.total_seconds() % 60)\n        \n        if minutes > 0:\n            return f\"{minutes}m {seconds}s\"\n        else:\n            return f\"{seconds}s\"",
-    "start_line": 11,
-    "end_line": 71,
-    "has_docstring": true,
-    "docstring": "Logger for CLI with support for verbose and normal modes.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class CLILogger",
-    "component_id": "codewiki\\cli\\utils\\logging.py::CLILogger",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\logging.py::create_logger": {
-    "id": "codewiki\\cli\\utils\\logging.py::create_logger",
-    "name": "create_logger",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\logging.py",
-    "relative_path": "codewiki\\cli\\utils\\logging.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\logging.py::CLILogger"
-    ],
-    "source_code": "def create_logger(verbose: bool = False) -> CLILogger:\n    \"\"\"\n    Create and return a CLI logger.\n    \n    Args:\n        verbose: Enable verbose output\n        \n    Returns:\n        Configured CLILogger instance\n    \"\"\"\n    return CLILogger(verbose=verbose)",
-    "start_line": 74,
-    "end_line": 84,
-    "has_docstring": true,
-    "docstring": "Create and return a CLI logger.\n\nArgs:\n    verbose: Enable verbose output\n    \nReturns:\n    Configured CLILogger instance",
-    "parameters": [
-      "verbose"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function create_logger",
-    "component_id": "codewiki\\cli\\utils\\logging.py::create_logger",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\progress.py::ProgressTracker": {
-    "id": "codewiki\\cli\\utils\\progress.py::ProgressTracker",
-    "name": "ProgressTracker",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\progress.py",
-    "relative_path": "codewiki\\cli\\utils\\progress.py",
-    "depends_on": [],
-    "source_code": "class ProgressTracker:\n    \"\"\"\n    Progress tracker with stages and ETA estimation.\n    \n    Stages:\n    1. Dependency Analysis (40% of time)\n    2. Module Clustering (20% of time)\n    3. Documentation Generation (30% of time)\n    4. HTML Generation (5% of time, optional)\n    5. Finalization (5% of time)\n    \"\"\"\n    \n    # Stage weights (percentage of total time)\n    STAGE_WEIGHTS = {\n        1: 0.40,  # Dependency Analysis\n        2: 0.20,  # Module Clustering\n        3: 0.30,  # Documentation Generation\n        4: 0.05,  # HTML Generation (optional)\n        5: 0.05,  # Finalization\n    }\n    \n    STAGE_NAMES = {\n        1: \"Dependency Analysis\",\n        2: \"Module Clustering\",\n        3: \"Documentation Generation\",\n        4: \"HTML Generation\",\n        5: \"Finalization\",\n    }\n    \n    def __init__(self, total_stages: int = 5, verbose: bool = False):\n        \"\"\"\n        Initialize progress tracker.\n        \n        Args:\n            total_stages: Number of stages\n            verbose: Enable verbose output\n        \"\"\"\n        self.total_stages = total_stages\n        self.current_stage = 0\n        self.stage_progress = 0.0\n        self.start_time = time.time()\n        self.verbose = verbose\n        self.current_stage_start = self.start_time\n    \n    def start_stage(self, stage: int, description: Optional[str] = None):\n        \"\"\"\n        Start a new stage.\n        \n        Args:\n            stage: Stage number (1-5)\n            description: Optional custom description\n        \"\"\"\n        self.current_stage = stage\n        self.stage_progress = 0.0\n        self.current_stage_start = time.time()\n        \n        stage_name = description or self.STAGE_NAMES.get(stage, f\"Stage {stage}\")\n        \n        if self.verbose:\n            elapsed = self._format_elapsed()\n            click.secho(\n                f\"\\n[{elapsed}] Phase {stage}/{self.total_stages}: {stage_name}\",\n                fg=\"blue\",\n                bold=True\n            )\n        else:\n            click.secho(\n                f\"[{stage}/{self.total_stages}] {stage_name}\",\n                fg=\"blue\",\n                bold=True\n            )\n    \n    def update_stage(self, progress: float, message: Optional[str] = None):\n        \"\"\"\n        Update progress within current stage.\n        \n        Args:\n            progress: Progress percentage (0.0 to 1.0)\n            message: Optional progress message\n        \"\"\"\n        self.stage_progress = min(1.0, max(0.0, progress))\n        \n        if self.verbose and message:\n            elapsed = self._format_elapsed()\n            click.echo(f\"[{elapsed}]   {message}\")\n    \n    def complete_stage(self, message: Optional[str] = None):\n        \"\"\"\n        Complete current stage.\n        \n        Args:\n            message: Optional completion message\n        \"\"\"\n        self.stage_progress = 1.0\n        \n        if self.verbose:\n            elapsed = self._format_elapsed()\n            stage_time = time.time() - self.current_stage_start\n            stage_name = self.STAGE_NAMES.get(self.current_stage, f\"Stage {self.current_stage}\")\n            click.secho(\n                f\"[{elapsed}]   {stage_name} complete ({stage_time:.1f}s)\",\n                fg=\"green\"\n            )\n            if message:\n                click.echo(f\"[{elapsed}]   {message}\")\n    \n    def get_overall_progress(self) -> float:\n        \"\"\"\n        Get overall progress percentage.\n        \n        Returns:\n            Progress (0.0 to 1.0)\n        \"\"\"\n        completed_weight = sum(\n            self.STAGE_WEIGHTS.get(s, 0)\n            for s in range(1, self.current_stage)\n        )\n        \n        current_weight = self.STAGE_WEIGHTS.get(self.current_stage, 0) * self.stage_progress\n        \n        return completed_weight + current_weight\n    \n    def _format_elapsed(self) -> str:\n        \"\"\"Format elapsed time.\"\"\"\n        elapsed = time.time() - self.start_time\n        minutes = int(elapsed // 60)\n        seconds = int(elapsed % 60)\n        \n        if minutes > 0:\n            return f\"{minutes:02d}:{seconds:02d}\"\n        else:\n            return f\"00:{seconds:02d}\"\n    \n    def get_eta(self) -> Optional[str]:\n        \"\"\"\n        Estimate time remaining.\n        \n        Returns:\n            ETA string or None if cannot estimate\n        \"\"\"\n        elapsed = time.time() - self.start_time\n        progress = self.get_overall_progress()\n        \n        if progress <= 0.0:\n            return None\n        \n        total_estimated = elapsed / progress\n        remaining = total_estimated - elapsed\n        \n        if remaining < 0:\n            return \"< 1 min\"\n        \n        minutes = int(remaining // 60)\n        seconds = int(remaining % 60)\n        \n        if minutes > 60:\n            hours = minutes // 60\n            minutes = minutes % 60\n            return f\"{hours}h {minutes}m\"\n        elif minutes > 0:\n            return f\"{minutes}m {seconds}s\"\n        else:\n            return f\"{seconds}s\"",
-    "start_line": 11,
-    "end_line": 173,
-    "has_docstring": true,
-    "docstring": "Progress tracker with stages and ETA estimation.\n\nStages:\n1. Dependency Analysis (40% of time)\n2. Module Clustering (20% of time)\n3. Documentation Generation (30% of time)\n4. HTML Generation (5% of time, optional)\n5. Finalization (5% of time)",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class ProgressTracker",
-    "component_id": "codewiki\\cli\\utils\\progress.py::ProgressTracker",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\progress.py::ModuleProgressBar": {
-    "id": "codewiki\\cli\\utils\\progress.py::ModuleProgressBar",
-    "name": "ModuleProgressBar",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\progress.py",
-    "relative_path": "codewiki\\cli\\utils\\progress.py",
-    "depends_on": [],
-    "source_code": "class ModuleProgressBar:\n    \"\"\"Progress bar for module-by-module generation.\"\"\"\n    \n    def __init__(self, total_modules: int, verbose: bool = False):\n        \"\"\"\n        Initialize module progress bar.\n        \n        Args:\n            total_modules: Total number of modules to process\n            verbose: Enable verbose output\n        \"\"\"\n        self.total_modules = total_modules\n        self.current_module = 0\n        self.verbose = verbose\n        self.bar = None\n        \n        if not verbose:\n            self.bar = click.progressbar(\n                length=total_modules,\n                label=\"Generating modules\",\n                show_eta=True,\n                show_percent=True,\n            )\n            self.bar.__enter__()\n    \n    def update(self, module_name: str, cached: bool = False):\n        \"\"\"\n        Update progress for a module.\n        \n        Args:\n            module_name: Name of the module\n            cached: Whether the module was loaded from cache\n        \"\"\"\n        self.current_module += 1\n        \n        if self.verbose:\n            status = \"✓ (cached)\" if cached else \"⟳ (generating)\"\n            click.echo(f\"  [{self.current_module}/{self.total_modules}] {module_name}... {status}\")\n        elif self.bar:\n            self.bar.update(1)\n    \n    def finish(self):\n        \"\"\"Finish progress bar.\"\"\"\n        if self.bar:\n            self.bar.__exit__(None, None, None)\n            self.bar = None",
-    "start_line": 176,
-    "end_line": 221,
-    "has_docstring": true,
-    "docstring": "Progress bar for module-by-module generation.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class ModuleProgressBar",
-    "component_id": "codewiki\\cli\\utils\\progress.py::ModuleProgressBar",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\repo_validator.py::validate_repository": {
-    "id": "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
-    "name": "validate_repository",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
-    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::RepositoryError",
-      "codewiki\\cli\\utils\\validation.py::validate_repository_path",
-      "codewiki\\cli\\utils\\validation.py::detect_supported_languages"
-    ],
-    "source_code": "def validate_repository(repo_path: Path) -> Tuple[Path, List[Tuple[str, int]]]:\n    \"\"\"\n    Validate repository for documentation generation.\n    \n    Checks:\n    - Path exists and is a directory\n    - Contains supported code files\n    - Has sufficient files for meaningful documentation\n    \n    Args:\n        repo_path: Path to repository\n        \n    Returns:\n        Tuple of (validated_path, language_counts)\n        \n    Raises:\n        RepositoryError: If validation fails\n    \"\"\"\n    # Validate path exists\n    repo_path = validate_repository_path(repo_path)\n    \n    # Detect languages\n    languages = detect_supported_languages(repo_path)\n    \n    if not languages:\n        raise RepositoryError(\n            f\"No supported code files found in {repo_path}\\n\\n\"\n            \"CodeWiki supports: Python, Java, JavaScript, TypeScript, C, C++, C#, PHP\\n\\n\"\n            \"Please navigate to a code repository or specify a custom directory:\\n\"\n            \"  cd /path/to/your/project\\n\"\n            \"  codewiki generate\"\n        )\n    \n    return repo_path, languages",
-    "start_line": 38,
-    "end_line": 71,
-    "has_docstring": true,
-    "docstring": "Validate repository for documentation generation.\n\nChecks:\n- Path exists and is a directory\n- Contains supported code files\n- Has sufficient files for meaningful documentation\n\nArgs:\n    repo_path: Path to repository\n    \nReturns:\n    Tuple of (validated_path, language_counts)\n    \nRaises:\n    RepositoryError: If validation fails",
-    "parameters": [
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function validate_repository",
-    "component_id": "codewiki\\cli\\utils\\repo_validator.py::validate_repository",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\repo_validator.py::check_writable_output": {
-    "id": "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
-    "name": "check_writable_output",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
-    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::RepositoryError"
-    ],
-    "source_code": "def check_writable_output(output_dir: Path) -> Path:\n    \"\"\"\n    Check if output directory is writable.\n    \n    Args:\n        output_dir: Output directory path\n        \n    Returns:\n        Validated output directory path\n        \n    Raises:\n        RepositoryError: If output directory is not writable\n    \"\"\"\n    output_dir = Path(output_dir).expanduser().resolve()\n    \n    # Check if output directory exists\n    if output_dir.exists():\n        if not output_dir.is_dir():\n            raise RepositoryError(\n                f\"Output path exists but is not a directory: {output_dir}\"\n            )\n        \n        # Check if writable\n        if not os.access(output_dir, os.W_OK):\n            raise RepositoryError(\n                f\"Output directory is not writable: {output_dir}\\n\\n\"\n                f\"Try: chmod u+w {output_dir}\"\n            )\n    else:\n        # Check if parent is writable\n        parent = output_dir.parent\n        if not parent.exists():\n            raise RepositoryError(\n                f\"Parent directory does not exist: {parent}\"\n            )\n        \n        if not os.access(parent, os.W_OK):\n            raise RepositoryError(\n                f\"Cannot create output directory (parent not writable): {parent}\\n\\n\"\n                f\"Try: chmod u+w {parent}\"\n            )\n    \n    return output_dir",
-    "start_line": 74,
-    "end_line": 116,
-    "has_docstring": true,
-    "docstring": "Check if output directory is writable.\n\nArgs:\n    output_dir: Output directory path\n    \nReturns:\n    Validated output directory path\n    \nRaises:\n    RepositoryError: If output directory is not writable",
-    "parameters": [
-      "output_dir"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function check_writable_output",
-    "component_id": "codewiki\\cli\\utils\\repo_validator.py::check_writable_output",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo": {
-    "id": "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo",
-    "name": "_get_git_repo",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
-    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
-    "depends_on": [],
-    "source_code": "def _get_git_repo(repo_path: Path):\n    \"\"\"\n    Find a git repository starting at repo_path and searching parent directories.\n    \n    Args:\n        repo_path: Path to start searching from\n        \n    Returns:\n        git.Repo instance or None if no repository found\n    \"\"\"\n    try:\n        import git\n        return git.Repo(repo_path, search_parent_directories=True)\n    except Exception:\n        return None",
-    "start_line": 119,
-    "end_line": 133,
-    "has_docstring": true,
-    "docstring": "Find a git repository starting at repo_path and searching parent directories.\n\nArgs:\n    repo_path: Path to start searching from\n    \nReturns:\n    git.Repo instance or None if no repository found",
-    "parameters": [
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _get_git_repo",
-    "component_id": "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\repo_validator.py::is_git_repository": {
-    "id": "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
-    "name": "is_git_repository",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
-    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo"
-    ],
-    "source_code": "def is_git_repository(repo_path: Path) -> bool:\n    \"\"\"\n    Check if path is inside a git repository.\n    \n    Searches parent directories if .git is not directly at repo_path,\n    supporting monorepo subdirectories.\n    \n    Args:\n        repo_path: Path to check\n        \n    Returns:\n        True if inside a git repository, False otherwise\n    \"\"\"\n    return _get_git_repo(repo_path) is not None",
-    "start_line": 136,
-    "end_line": 149,
-    "has_docstring": true,
-    "docstring": "Check if path is inside a git repository.\n\nSearches parent directories if .git is not directly at repo_path,\nsupporting monorepo subdirectories.\n\nArgs:\n    repo_path: Path to check\n    \nReturns:\n    True if inside a git repository, False otherwise",
-    "parameters": [
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_git_repository",
-    "component_id": "codewiki\\cli\\utils\\repo_validator.py::is_git_repository",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash": {
-    "id": "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
-    "name": "get_git_commit_hash",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
-    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo"
-    ],
-    "source_code": "def get_git_commit_hash(repo_path: Path) -> str:\n    \"\"\"\n    Get current git commit hash.\n    \n    Searches parent directories to support monorepo subdirectories.\n    \n    Args:\n        repo_path: Path inside a git repository\n        \n    Returns:\n        Commit hash or empty string if not in a git repo\n    \"\"\"\n    repo = _get_git_repo(repo_path)\n    if repo is None:\n        return \"\"\n    \n    try:\n        return repo.head.commit.hexsha\n    except Exception:\n        return \"\"",
-    "start_line": 152,
-    "end_line": 171,
-    "has_docstring": true,
-    "docstring": "Get current git commit hash.\n\nSearches parent directories to support monorepo subdirectories.\n\nArgs:\n    repo_path: Path inside a git repository\n    \nReturns:\n    Commit hash or empty string if not in a git repo",
-    "parameters": [
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_git_commit_hash",
-    "component_id": "codewiki\\cli\\utils\\repo_validator.py::get_git_commit_hash",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\repo_validator.py::get_git_branch": {
-    "id": "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
-    "name": "get_git_branch",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
-    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\repo_validator.py::_get_git_repo"
-    ],
-    "source_code": "def get_git_branch(repo_path: Path) -> str:\n    \"\"\"\n    Get current git branch name.\n    \n    Searches parent directories to support monorepo subdirectories.\n    \n    Args:\n        repo_path: Path inside a git repository\n        \n    Returns:\n        Branch name or empty string if not in a git repo\n    \"\"\"\n    repo = _get_git_repo(repo_path)\n    if repo is None:\n        return \"\"\n    \n    try:\n        return repo.active_branch.name\n    except Exception:\n        return \"\"",
-    "start_line": 174,
-    "end_line": 193,
-    "has_docstring": true,
-    "docstring": "Get current git branch name.\n\nSearches parent directories to support monorepo subdirectories.\n\nArgs:\n    repo_path: Path inside a git repository\n    \nReturns:\n    Branch name or empty string if not in a git repo",
-    "parameters": [
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_git_branch",
-    "component_id": "codewiki\\cli\\utils\\repo_validator.py::get_git_branch",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\repo_validator.py::count_code_files": {
-    "id": "codewiki\\cli\\utils\\repo_validator.py::count_code_files",
-    "name": "count_code_files",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\repo_validator.py",
-    "relative_path": "codewiki\\cli\\utils\\repo_validator.py",
-    "depends_on": [],
-    "source_code": "def count_code_files(repo_path: Path) -> int:\n    \"\"\"\n    Count supported code files in repository.\n    \n    Args:\n        repo_path: Repository path\n        \n    Returns:\n        Number of code files\n    \"\"\"\n    count = 0\n    for ext in SUPPORTED_EXTENSIONS:\n        count += len(list(repo_path.rglob(f\"*{ext}\")))\n    return count",
-    "start_line": 196,
-    "end_line": 209,
-    "has_docstring": true,
-    "docstring": "Count supported code files in repository.\n\nArgs:\n    repo_path: Repository path\n    \nReturns:\n    Number of code files",
-    "parameters": [
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function count_code_files",
-    "component_id": "codewiki\\cli\\utils\\repo_validator.py::count_code_files",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::validate_url": {
-    "id": "codewiki\\cli\\utils\\validation.py::validate_url",
-    "name": "validate_url",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::ConfigurationError"
-    ],
-    "source_code": "def validate_url(url: str, require_https: bool = False, allow_localhost: bool = True) -> str:\n    \"\"\"\n    Validate URL format.\n    \n    Args:\n        url: URL to validate\n        require_https: Require HTTPS scheme (except localhost)\n        allow_localhost: Allow localhost URLs\n        \n    Returns:\n        Validated URL\n        \n    Raises:\n        ConfigurationError: If URL is invalid\n    \"\"\"\n    try:\n        parsed = urlparse(url)\n        \n        # Check scheme\n        if not parsed.scheme:\n            raise ConfigurationError(f\"Invalid URL (missing scheme): {url}\")\n        \n        # Check HTTPS requirement\n        if require_https and parsed.scheme != 'https':\n            # Allow HTTP for localhost\n            if allow_localhost and parsed.hostname in ['localhost', '127.0.0.1', '::1']:\n                pass\n            else:\n                raise ConfigurationError(\n                    f\"URL must use HTTPS: {url}\\n\"\n                    f\"HTTP is only allowed for localhost\"\n                )\n        \n        # Check hostname\n        if not parsed.hostname:\n            raise ConfigurationError(f\"Invalid URL (missing hostname): {url}\")\n        \n        return url\n    except ValueError as e:\n        raise ConfigurationError(f\"Invalid URL format: {url}\\nError: {e}\")",
-    "start_line": 13,
-    "end_line": 52,
-    "has_docstring": true,
-    "docstring": "Validate URL format.\n\nArgs:\n    url: URL to validate\n    require_https: Require HTTPS scheme (except localhost)\n    allow_localhost: Allow localhost URLs\n    \nReturns:\n    Validated URL\n    \nRaises:\n    ConfigurationError: If URL is invalid",
-    "parameters": [
-      "url",
-      "require_https",
-      "allow_localhost"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function validate_url",
-    "component_id": "codewiki\\cli\\utils\\validation.py::validate_url",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::validate_api_key": {
-    "id": "codewiki\\cli\\utils\\validation.py::validate_api_key",
-    "name": "validate_api_key",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::ConfigurationError"
-    ],
-    "source_code": "def validate_api_key(api_key: str, min_length: int = 10) -> str:\n    \"\"\"\n    Validate API key format.\n    \n    Args:\n        api_key: API key to validate\n        min_length: Minimum key length\n        \n    Returns:\n        Validated API key\n        \n    Raises:\n        ConfigurationError: If API key is invalid\n    \"\"\"\n    if not api_key or not api_key.strip():\n        raise ConfigurationError(\"API key cannot be empty\")\n    \n    api_key = api_key.strip()\n    \n    if len(api_key) < min_length:\n        raise ConfigurationError(\n            f\"API key too short (minimum {min_length} characters)\"\n        )\n    \n    return api_key",
-    "start_line": 55,
-    "end_line": 79,
-    "has_docstring": true,
-    "docstring": "Validate API key format.\n\nArgs:\n    api_key: API key to validate\n    min_length: Minimum key length\n    \nReturns:\n    Validated API key\n    \nRaises:\n    ConfigurationError: If API key is invalid",
-    "parameters": [
-      "api_key",
-      "min_length"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function validate_api_key",
-    "component_id": "codewiki\\cli\\utils\\validation.py::validate_api_key",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::validate_model_name": {
-    "id": "codewiki\\cli\\utils\\validation.py::validate_model_name",
-    "name": "validate_model_name",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::ConfigurationError"
-    ],
-    "source_code": "def validate_model_name(model: str) -> str:\n    \"\"\"\n    Validate model name format.\n    \n    Args:\n        model: Model name to validate\n        \n    Returns:\n        Validated model name\n        \n    Raises:\n        ConfigurationError: If model name is invalid\n    \"\"\"\n    if not model or not model.strip():\n        raise ConfigurationError(\"Model name cannot be empty\")\n    \n    return model.strip()",
-    "start_line": 82,
-    "end_line": 98,
-    "has_docstring": true,
-    "docstring": "Validate model name format.\n\nArgs:\n    model: Model name to validate\n    \nReturns:\n    Validated model name\n    \nRaises:\n    ConfigurationError: If model name is invalid",
-    "parameters": [
-      "model"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function validate_model_name",
-    "component_id": "codewiki\\cli\\utils\\validation.py::validate_model_name",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::validate_output_directory": {
-    "id": "codewiki\\cli\\utils\\validation.py::validate_output_directory",
-    "name": "validate_output_directory",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::ConfigurationError"
-    ],
-    "source_code": "def validate_output_directory(path: str) -> Path:\n    \"\"\"\n    Validate output directory path.\n    \n    Args:\n        path: Directory path to validate\n        \n    Returns:\n        Validated Path object\n        \n    Raises:\n        ConfigurationError: If path is invalid\n    \"\"\"\n    if not path or not path.strip():\n        raise ConfigurationError(\"Output directory cannot be empty\")\n    \n    try:\n        resolved_path = Path(path).expanduser().resolve()\n        \n        # Check if path is writable (or parent is writable if path doesn't exist)\n        if resolved_path.exists():\n            if not resolved_path.is_dir():\n                raise ConfigurationError(\n                    f\"Output path exists but is not a directory: {path}\"\n                )\n        \n        return resolved_path\n    except Exception as e:\n        raise ConfigurationError(f\"Invalid output directory path: {path}\\nError: {e}\")",
-    "start_line": 101,
-    "end_line": 129,
-    "has_docstring": true,
-    "docstring": "Validate output directory path.\n\nArgs:\n    path: Directory path to validate\n    \nReturns:\n    Validated Path object\n    \nRaises:\n    ConfigurationError: If path is invalid",
-    "parameters": [
-      "path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function validate_output_directory",
-    "component_id": "codewiki\\cli\\utils\\validation.py::validate_output_directory",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::validate_repository_path": {
-    "id": "codewiki\\cli\\utils\\validation.py::validate_repository_path",
-    "name": "validate_repository_path",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::RepositoryError"
-    ],
-    "source_code": "def validate_repository_path(path: Path) -> Path:\n    \"\"\"\n    Validate repository path exists and contains code files.\n    \n    Args:\n        path: Repository path to validate\n        \n    Returns:\n        Validated Path object\n        \n    Raises:\n        RepositoryError: If repository is invalid\n    \"\"\"\n    path = Path(path).expanduser().resolve()\n    \n    if not path.exists():\n        raise RepositoryError(f\"Repository path does not exist: {path}\")\n    \n    if not path.is_dir():\n        raise RepositoryError(f\"Repository path is not a directory: {path}\")\n    \n    return path",
-    "start_line": 132,
-    "end_line": 153,
-    "has_docstring": true,
-    "docstring": "Validate repository path exists and contains code files.\n\nArgs:\n    path: Repository path to validate\n    \nReturns:\n    Validated Path object\n    \nRaises:\n    RepositoryError: If repository is invalid",
-    "parameters": [
-      "path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function validate_repository_path",
-    "component_id": "codewiki\\cli\\utils\\validation.py::validate_repository_path",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::detect_supported_languages": {
-    "id": "codewiki\\cli\\utils\\validation.py::detect_supported_languages",
-    "name": "detect_supported_languages",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [],
-    "source_code": "def detect_supported_languages(directory: Path) -> List[Tuple[str, int]]:\n    \"\"\"\n    Detect supported programming languages in a directory.\n    \n    Args:\n        directory: Directory to scan\n        \n    Returns:\n        List of (language, file_count) tuples\n    \"\"\"\n    language_extensions = {\n        'Python': ['.py'],\n        'Java': ['.java'],\n        'JavaScript': ['.js', '.jsx'],\n        'TypeScript': ['.ts', '.tsx'],\n        'C': ['.c', '.h'],\n        'C++': ['.cpp', '.hpp', '.cc', '.hh', '.cxx', '.hxx'],\n        'C#': ['.cs'],\n        'PHP': ['.php', '.phtml', '.inc'],\n        'Kotlin': ['.kt', '.kts'],\n    }\n    \n    # Directories to exclude from counting\n    excluded_dirs = {\n        'node_modules', '__pycache__', '.git', 'build', 'dist', \n        '.venv', 'venv', 'env', '.env', 'target', 'bin', 'obj',\n        '.pytest_cache', '.mypy_cache', '.tox', 'coverage',\n        'htmlcov', '.eggs', '*.egg-info', 'vendor', 'bower_components',\n        '.idea', '.vscode', '.gradle', '.mvn'\n    }\n    \n    def should_exclude_file(file_path: Path) -> bool:\n        \"\"\"Check if file is in an excluded directory.\"\"\"\n        parts = file_path.parts\n        return any(excluded_dir in parts for excluded_dir in excluded_dirs)\n    \n    language_counts = {}\n    \n    for language, extensions in language_extensions.items():\n        count = 0\n        for ext in extensions:\n            # Filter out files in excluded directories\n            count += sum(\n                1 for f in directory.rglob(f\"*{ext}\")\n                if f.is_file() and not should_exclude_file(f)\n            )\n        \n        if count > 0:\n            language_counts[language] = count\n    \n    # Sort by count descending\n    return sorted(language_counts.items(), key=lambda x: x[1], reverse=True)",
-    "start_line": 156,
-    "end_line": 207,
-    "has_docstring": true,
-    "docstring": "Detect supported programming languages in a directory.\n\nArgs:\n    directory: Directory to scan\n    \nReturns:\n    List of (language, file_count) tuples",
-    "parameters": [
-      "directory"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function detect_supported_languages",
-    "component_id": "codewiki\\cli\\utils\\validation.py::detect_supported_languages",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::should_exclude_file": {
-    "id": "codewiki\\cli\\utils\\validation.py::should_exclude_file",
-    "name": "should_exclude_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [],
-    "source_code": "    def should_exclude_file(file_path: Path) -> bool:\n        \"\"\"Check if file is in an excluded directory.\"\"\"\n        parts = file_path.parts\n        return any(excluded_dir in parts for excluded_dir in excluded_dirs)",
-    "start_line": 187,
-    "end_line": 190,
-    "has_docstring": true,
-    "docstring": "Check if file is in an excluded directory.",
-    "parameters": [
-      "file_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function should_exclude_file",
-    "component_id": "codewiki\\cli\\utils\\validation.py::should_exclude_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::is_top_tier_model": {
-    "id": "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
-    "name": "is_top_tier_model",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [],
-    "source_code": "def is_top_tier_model(model: str) -> bool:\n    \"\"\"\n    Check if a model is considered top-tier for clustering.\n    \n    Args:\n        model: Model name\n        \n    Returns:\n        True if top-tier, False otherwise\n    \"\"\"\n    top_tier_models = [\n        'claude-opus',\n        'claude-sonnet',\n        'gpt-4',\n        'gpt-5',\n        'gemini-2.5',\n    ]\n    \n    model_lower = model.lower()\n    return any(tier in model_lower for tier in top_tier_models)",
-    "start_line": 210,
-    "end_line": 229,
-    "has_docstring": true,
-    "docstring": "Check if a model is considered top-tier for clustering.\n\nArgs:\n    model: Model name\n    \nReturns:\n    True if top-tier, False otherwise",
-    "parameters": [
-      "model"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_top_tier_model",
-    "component_id": "codewiki\\cli\\utils\\validation.py::is_top_tier_model",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\cli\\utils\\validation.py::mask_api_key": {
-    "id": "codewiki\\cli\\utils\\validation.py::mask_api_key",
-    "name": "mask_api_key",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\cli\\utils\\validation.py",
-    "relative_path": "codewiki\\cli\\utils\\validation.py",
-    "depends_on": [],
-    "source_code": "def mask_api_key(api_key: str, visible_chars: int = 4) -> str:\n    \"\"\"\n    Mask API key for display, showing only first and last few characters.\n    \n    Args:\n        api_key: API key to mask\n        visible_chars: Number of visible characters at start and end\n        \n    Returns:\n        Masked API key (e.g., \"sk-1234...5678\")\n    \"\"\"\n    if not api_key:\n        return \"Not set\"\n    \n    if len(api_key) <= visible_chars * 2:\n        # Key too short, mask everything except edges\n        return f\"{api_key[:2]}...{api_key[-2:]}\"\n    \n    return f\"{api_key[:visible_chars]}...{api_key[-visible_chars:]}\"",
-    "start_line": 232,
-    "end_line": 250,
-    "has_docstring": true,
-    "docstring": "Mask API key for display, showing only first and last few characters.\n\nArgs:\n    api_key: API key to mask\n    visible_chars: Number of visible characters at start and end\n    \nReturns:\n    Masked API key (e.g., \"sk-1234...5678\")",
-    "parameters": [
-      "api_key",
-      "visible_chars"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function mask_api_key",
-    "component_id": "codewiki\\cli\\utils\\validation.py::mask_api_key",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::_fine_grained_tools": {
-    "id": "codewiki\\mcp\\server.py::_fine_grained_tools",
-    "name": "_fine_grained_tools",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [],
-    "source_code": "def _fine_grained_tools() -> list[Tool]:\n    \"\"\"Return the zero-config, IDE-driven tool set.\"\"\"\n    return [\n        Tool(\n            name=\"analyze_repo\",\n            description=(\n                \"Analyze a code repository's structure, dependencies, and components \"\n                \"using Tree-sitter AST parsing. No LLM required. \"\n                \"Writes the full component index, leaf nodes, and language stats to \"\n                \"workspace files on disk, and returns file paths plus a compact summary. \"\n                \"Read the workspace files for complete data. \"\n                \"This is the entry point for the wiki generation pipeline. \"\n                \"After calling this, use get_prompt('cluster') to learn clustering rules, \"\n                \"then save_module_tree to persist your grouping. \"\n                \"INCREMENTAL UPDATE: If docs already exist in output_dir (metadata.json + \"\n                \"module_tree.json), the response includes a 'changes' field showing which \"\n                \"files changed and which modules need updating.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to analyze\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: <repo>/docs)\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include (e.g., '*.py,*.js')\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude (e.g., '*test*,*spec*')\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"read_code_components\",\n            description=(\n                \"Write the source code for a list of component IDs to workspace files. \"\n                \"Component IDs have the form 'file_path::ComponentName'. \"\n                \"Each component's full source is written to an individual .src file \"\n                \"in the session's sources/ directory. Returns file paths — no truncation.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"component_ids\": {\n                        \"type\": \"array\",\n                        \"items\": {\"type\": \"string\"},\n                        \"description\": \"List of component IDs to read\",\n                    },\n                },\n                \"required\": [\"session_id\", \"component_ids\"],\n            },\n        ),\n        Tool(\n            name=\"write_doc_file\",\n            description=(\n                \"Create a new markdown documentation file in the output directory. \"\n                \"Automatically validates Mermaid diagrams after writing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename for the doc (e.g., 'auth_module.md')\",\n                    },\n                    \"content\": {\n                        \"type\": \"string\",\n                        \"description\": \"Markdown content to write\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"content\"],\n            },\n        ),\n        Tool(\n            name=\"edit_doc_file\",\n            description=(\n                \"Edit an existing documentation file. Supports str_replace (find-and-replace), \"\n                \"insert (add text at a line), and undo (revert last edit). \"\n                \"Automatically validates Mermaid diagrams after editing.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"filename\": {\n                        \"type\": \"string\",\n                        \"description\": \"Filename of the doc to edit\",\n                    },\n                    \"command\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"str_replace\", \"insert\", \"undo\"],\n                        \"description\": \"Edit command to run\",\n                    },\n                    \"old_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"String to find (required for str_replace)\",\n                    },\n                    \"new_str\": {\n                        \"type\": \"string\",\n                        \"description\": \"Replacement string (for str_replace/insert)\",\n                    },\n                    \"insert_line\": {\n                        \"type\": \"integer\",\n                        \"description\": \"Line number for insert (0-indexed)\",\n                    },\n                },\n                \"required\": [\"session_id\", \"filename\", \"command\"],\n            },\n        ),\n        Tool(\n            name=\"save_module_tree\",\n            description=(\n                \"Save the IDE agent's module clustering result. \"\n                \"Accepts a JSON module tree and persists it to disk. \"\n                \"Computes the leaf-first processing order and writes it to a workspace file. \"\n                \"Returns the file path for the processing order.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                    \"module_tree\": {\n                        \"type\": \"object\",\n                        \"description\": (\n                            \"Module tree dict. Each key is a module name with value \"\n                            \"{'components': [component_ids], 'children': {nested modules}}\"\n                        ),\n                    },\n                },\n                \"required\": [\"session_id\", \"module_tree\"],\n            },\n        ),\n        Tool(\n            name=\"get_processing_order\",\n            description=(\n                \"Compute and write the leaf-first processing order to a workspace file. \"\n                \"Returns the file path. Process leaf modules (is_leaf=true) before parent modules.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID from analyze_repo\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n        Tool(\n            name=\"get_prompt\",\n            description=(\n                \"Retrieve CodeWiki's prompt templates for each pipeline stage. \"\n                \"Available types: cluster, system_complex, system_leaf, user, \"\n                \"overview_module, overview_repo. Optionally pass variables to \"\n                \"fill in template placeholders.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"prompt_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\n                            \"cluster\",\n                            \"system_complex\",\n                            \"system_leaf\",\n                            \"user\",\n                            \"overview_module\",\n                            \"overview_repo\",\n                        ],\n                        \"description\": \"Which prompt template to retrieve\",\n                    },\n                    \"variables\": {\n                        \"type\": \"object\",\n                        \"description\": \"Optional template variables to fill in\",\n                    },\n                },\n                \"required\": [\"prompt_type\"],\n            },\n        ),\n        Tool(\n            name=\"close_session\",\n            description=\"Close and clean up an analysis session to free memory.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"session_id\": {\n                        \"type\": \"string\",\n                        \"description\": \"Session ID to close\",\n                    },\n                },\n                \"required\": [\"session_id\"],\n            },\n        ),\n    ]",
-    "start_line": 68,
-    "end_line": 285,
-    "has_docstring": true,
-    "docstring": "Return the zero-config, IDE-driven tool set.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _fine_grained_tools",
-    "component_id": "codewiki\\mcp\\server.py::_fine_grained_tools",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::_legacy_tools": {
-    "id": "codewiki\\mcp\\server.py::_legacy_tools",
-    "name": "_legacy_tools",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [],
-    "source_code": "def _legacy_tools() -> list[Tool]:\n    \"\"\"Return the legacy tools that require CodeWiki LLM configuration.\"\"\"\n    return [\n        Tool(\n            name=\"generate_docs\",\n            description=(\n                \"[LEGACY — requires 'codewiki config set' first] \"\n                \"Generate full documentation for a repository in one shot. \"\n                \"For IDE-driven generation, use the fine-grained tools instead.\"\n            ),\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository to document\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Output directory for generated docs (default: ./docs)\",\n                        \"default\": \"docs\",\n                    },\n                    \"doc_type\": {\n                        \"type\": \"string\",\n                        \"enum\": [\"api\", \"architecture\", \"user-guide\", \"developer\"],\n                        \"description\": \"Type of documentation to generate\",\n                    },\n                    \"include_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated file patterns to include\",\n                    },\n                    \"exclude_patterns\": {\n                        \"type\": \"string\",\n                        \"description\": \"Comma-separated patterns to exclude\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n        Tool(\n            name=\"get_module_tree\",\n            description=\"Get the existing module clustering tree for a repository.\",\n            inputSchema={\n                \"type\": \"object\",\n                \"properties\": {\n                    \"repo_path\": {\n                        \"type\": \"string\",\n                        \"description\": \"Absolute path to the repository\",\n                    },\n                    \"output_dir\": {\n                        \"type\": \"string\",\n                        \"description\": \"Directory containing generated docs (default: ./docs)\",\n                        \"default\": \"docs\",\n                    },\n                },\n                \"required\": [\"repo_path\"],\n            },\n        ),\n    ]",
-    "start_line": 288,
-    "end_line": 346,
-    "has_docstring": true,
-    "docstring": "Return the legacy tools that require CodeWiki LLM configuration.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _legacy_tools",
-    "component_id": "codewiki\\mcp\\server.py::_legacy_tools",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::list_tools": {
-    "id": "codewiki\\mcp\\server.py::list_tools",
-    "name": "list_tools",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [
-      "codewiki\\mcp\\server.py::list_tools",
-      "codewiki\\mcp\\server.py::_fine_grained_tools",
-      "codewiki\\mcp\\server.py::_legacy_tools"
-    ],
-    "source_code": "async def list_tools() -> list[Tool]:\n    \"\"\"List all available CodeWiki MCP tools.\"\"\"\n    return _fine_grained_tools() + _legacy_tools()",
-    "start_line": 354,
-    "end_line": 356,
-    "has_docstring": true,
-    "docstring": "List all available CodeWiki MCP tools.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function list_tools",
-    "component_id": "codewiki\\mcp\\server.py::list_tools",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::call_tool": {
-    "id": "codewiki\\mcp\\server.py::call_tool",
-    "name": "call_tool",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [
-      "codewiki\\mcp\\server.py::call_tool",
-      "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
-      "codewiki\\mcp\\server.py::_write_generation_metadata",
-      "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
-      "codewiki\\mcp\\server.py::_legacy_generate_docs",
-      "codewiki\\mcp\\server.py::_text",
-      "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
-      "codewiki\\mcp\\server.py::_legacy_get_module_tree"
-    ],
-    "source_code": "async def call_tool(name: str, arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Route tool calls to the appropriate handler.\"\"\"\n    try:\n        # --- Fine-grained tools (no LLM config needed) ---\n        # Synchronous handlers run via asyncio.to_thread() so they never\n        # block the event loop (which would hang the MCP stdio server).\n        if name == \"analyze_repo\":\n            from codewiki.mcp.tools.analysis import handle_analyze_repo\n            # NOTE: Tree-sitter C extensions are not thread-safe, so this\n            # must run on the main thread (blocking the event loop is\n            # acceptable for this one-time heavy operation).\n            return [_text(handle_analyze_repo(arguments, _store))]\n\n        elif name == \"read_code_components\":\n            from codewiki.mcp.tools.code_reader import handle_read_code_components\n            return [_text(await asyncio.to_thread(handle_read_code_components, arguments, _store))]\n\n        elif name == \"write_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_write_doc_file\n            result = await handle_write_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"edit_doc_file\":\n            from codewiki.mcp.tools.doc_writer import handle_edit_doc_file\n            result = await handle_edit_doc_file(arguments, _store)\n            return [_text(result)]\n\n        elif name == \"save_module_tree\":\n            from codewiki.mcp.tools.module_tree import handle_save_module_tree\n            return [_text(await asyncio.to_thread(handle_save_module_tree, arguments, _store))]\n\n        elif name == \"get_processing_order\":\n            from codewiki.mcp.tools.module_tree import handle_get_processing_order\n            return [_text(await asyncio.to_thread(handle_get_processing_order, arguments, _store))]\n\n        elif name == \"get_prompt\":\n            from codewiki.mcp.tools.prompt_server import handle_get_prompt\n            return [_text(await asyncio.to_thread(handle_get_prompt, arguments, _store))]\n\n        elif name == \"close_session\":\n            sid = arguments[\"session_id\"]\n            session = _store.get(sid)\n            if session:\n                _write_generation_metadata(session)\n                # Clean up workspace files on disk\n                if session.workspace is not None:\n                    session.workspace.cleanup()\n            removed = _store.remove(sid)\n            return [_text(json.dumps({\n                \"status\": \"closed\" if removed else \"not_found\",\n                \"session_id\": sid,\n            }))]\n\n        # --- Legacy tools (require CodeWiki LLM config) ---\n        elif name == \"generate_docs\":\n            return await _legacy_generate_docs(arguments)\n\n        elif name == \"get_module_tree\":\n            return await _legacy_get_module_tree(arguments)\n\n        else:\n            return [_text(json.dumps({\"error\": f\"Unknown tool: {name}\"}))]\n\n    except Exception as e:\n        logger.error(\"Tool %s failed: %s\", name, e, exc_info=True)\n        return [_text(json.dumps({\"error\": str(e)}))]",
-    "start_line": 360,
-    "end_line": 425,
-    "has_docstring": true,
-    "docstring": "Route tool calls to the appropriate handler.",
-    "parameters": [
-      "name",
-      "arguments"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function call_tool",
-    "component_id": "codewiki\\mcp\\server.py::call_tool",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::_load_config": {
-    "id": "codewiki\\mcp\\server.py::_load_config",
-    "name": "_load_config",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [
-      "codewiki\\cli\\config_manager.py::ConfigManager"
-    ],
-    "source_code": "def _load_config():\n    \"\"\"Load CodeWiki configuration from ~/.codewiki/config.json + keyring.\"\"\"\n    from codewiki.cli.config_manager import ConfigManager\n    manager = ConfigManager()\n    if not manager.load():\n        raise RuntimeError(\n            \"CodeWiki not configured. Run 'codewiki config set' first.\"\n        )\n    return manager",
-    "start_line": 432,
-    "end_line": 440,
-    "has_docstring": true,
-    "docstring": "Load CodeWiki configuration from ~/.codewiki/config.json + keyring.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _load_config",
-    "component_id": "codewiki\\mcp\\server.py::_load_config",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::_legacy_generate_docs": {
-    "id": "codewiki\\mcp\\server.py::_legacy_generate_docs",
-    "name": "_legacy_generate_docs",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [
-      "codewiki\\src\\config.py::set_cli_context",
-      "codewiki\\src\\be\\backend.py::is_caw_provider",
-      "codewiki\\mcp\\server.py::_text",
-      "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
-      "codewiki\\mcp\\server.py::_load_config"
-    ],
-    "source_code": "async def _legacy_generate_docs(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy generate_docs — requires CodeWiki LLM configuration.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    if not repo_path.exists():\n        return [_text(json.dumps({\"error\": f\"Repository not found: {repo_path}\"}))]\n\n    manager = _load_config()\n    config = manager.get_config()\n    api_key = manager.get_api_key()\n\n    from codewiki.src.be.backend import is_caw_provider\n    caw_mode = bool(config) and is_caw_provider(getattr(config, \"provider\", \"\"))\n    if not api_key and not caw_mode:\n        return [_text(json.dumps({\"error\": \"API key not configured. Run 'codewiki config set --api-key <key>'\"}))]\n\n    agent_instructions = {}\n    if arguments.get(\"doc_type\"):\n        agent_instructions[\"doc_type\"] = arguments[\"doc_type\"]\n    if arguments.get(\"include_patterns\"):\n        agent_instructions[\"include_patterns\"] = [p.strip() for p in arguments[\"include_patterns\"].split(\",\")]\n    if arguments.get(\"exclude_patterns\"):\n        agent_instructions[\"exclude_patterns\"] = [p.strip() for p in arguments[\"exclude_patterns\"].split(\",\")]\n\n    from codewiki.src.config import Config as BackendConfig, set_cli_context\n    set_cli_context(True)\n\n    backend_config = BackendConfig.from_cli(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        llm_base_url=config.base_url,\n        llm_api_key=api_key,\n        main_model=config.main_model,\n        cluster_model=config.cluster_model,\n        fallback_model=config.fallback_model,\n        provider=getattr(config, \"provider\", \"openai-compatible\"),\n        aws_region=getattr(config, \"aws_region\", \"us-east-1\"),\n        max_tokens=config.max_tokens,\n        agent_instructions=agent_instructions or None,\n    )\n\n    from codewiki.src.be.documentation_generator import DocumentationGenerator\n    doc_gen = DocumentationGenerator(backend_config)\n    await doc_gen.run()\n\n    generated_files = []\n    for f in output_dir.iterdir():\n        if f.suffix in (\".md\", \".json\", \".html\"):\n            generated_files.append(f.name)\n\n    result = {\n        \"status\": \"success\",\n        \"output_dir\": str(output_dir),\n        \"files_generated\": sorted(generated_files),\n        \"file_count\": len(generated_files),\n    }\n    return [_text(json.dumps(result, indent=2))]",
-    "start_line": 443,
-    "end_line": 500,
-    "has_docstring": true,
-    "docstring": "Legacy generate_docs — requires CodeWiki LLM configuration.",
-    "parameters": [
-      "arguments"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _legacy_generate_docs",
-    "component_id": "codewiki\\mcp\\server.py::_legacy_generate_docs",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::_legacy_get_module_tree": {
-    "id": "codewiki\\mcp\\server.py::_legacy_get_module_tree",
-    "name": "_legacy_get_module_tree",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [
-      "codewiki\\mcp\\server.py::_text"
-    ],
-    "source_code": "async def _legacy_get_module_tree(arguments: dict[str, Any]) -> list[TextContent]:\n    \"\"\"Legacy get_module_tree.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    output_dir = Path(arguments.get(\"output_dir\", \"docs\")).expanduser().resolve()\n\n    module_tree_path = output_dir / \"module_tree.json\"\n    if not module_tree_path.exists():\n        return [_text(json.dumps({\n            \"error\": f\"Module tree not found at {module_tree_path}. Run 'codewiki generate' first.\"\n        }))]\n\n    module_tree = json.loads(module_tree_path.read_text(encoding=\"utf-8\"))\n\n    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines\n\n    summary = \"\\n\".join(_summarize_tree(module_tree))\n    result = {\n        \"status\": \"success\",\n        \"module_tree_path\": str(module_tree_path),\n        \"total_modules\": len(module_tree),\n        \"tree_summary\": summary,\n    }\n    return [_text(json.dumps(result, indent=2))]",
-    "start_line": 503,
-    "end_line": 535,
-    "has_docstring": true,
-    "docstring": "Legacy get_module_tree.",
-    "parameters": [
-      "arguments"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _legacy_get_module_tree",
-    "component_id": "codewiki\\mcp\\server.py::_legacy_get_module_tree",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::_summarize_tree": {
-    "id": "codewiki\\mcp\\server.py::_summarize_tree",
-    "name": "_summarize_tree",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [
-      "codewiki\\mcp\\server.py::_summarize_tree"
-    ],
-    "source_code": "    def _summarize_tree(tree, depth=0):\n        lines = []\n        for name, info in tree.items():\n            indent = \"  \" * depth\n            comp_count = len(info.get(\"components\", []))\n            children = info.get(\"children\", {})\n            child_count = len(children) if isinstance(children, dict) else 0\n            lines.append(f\"{indent}- {name} ({comp_count} components, {child_count} children)\")\n            if isinstance(children, dict) and children:\n                lines.extend(_summarize_tree(children, depth + 1))\n        return lines",
-    "start_line": 516,
-    "end_line": 526,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "tree",
-      "depth"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _summarize_tree",
-    "component_id": "codewiki\\mcp\\server.py::_summarize_tree",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::_text": {
-    "id": "codewiki\\mcp\\server.py::_text",
-    "name": "_text",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [],
-    "source_code": "def _text(content: str) -> TextContent:\n    return TextContent(type=\"text\", text=content)",
-    "start_line": 542,
-    "end_line": 543,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "content"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _text",
-    "component_id": "codewiki\\mcp\\server.py::_text",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::_write_generation_metadata": {
-    "id": "codewiki\\mcp\\server.py::_write_generation_metadata",
-    "name": "_write_generation_metadata",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::warning"
-    ],
-    "source_code": "def _write_generation_metadata(session: SessionState) -> None:\n    \"\"\"Write ``metadata.json`` to the session's output directory.\n\n    Records the current git commit and timestamp so that\n    :func:`_detect_changes` can diff against this baseline on the next\n    ``analyze_repo`` call, enabling incremental updates.\n    \"\"\"\n    try:\n        output_dir = Path(session.output_dir)\n        repo_path = Path(session.repo_path)\n\n        commit_id: str | None = None\n        try:\n            import git\n            repo = git.Repo(repo_path, search_parent_directories=True)\n            commit_id = repo.head.commit.hexsha\n        except Exception:\n            pass\n\n        from datetime import datetime\n        metadata = {\n            \"generation_info\": {\n                \"commit_id\": commit_id,\n                \"timestamp\": datetime.now().isoformat(),\n            },\n        }\n        (output_dir / \"metadata.json\").write_text(\n            json.dumps(metadata, indent=2, ensure_ascii=False)\n        )\n    except Exception as e:\n        logger.warning(\"Failed to write metadata.json: %s\", e)",
-    "start_line": 546,
-    "end_line": 576,
-    "has_docstring": true,
-    "docstring": "Write ``metadata.json`` to the session's output directory.\n\nRecords the current git commit and timestamp so that\n:func:`_detect_changes` can diff against this baseline on the next\n``analyze_repo`` call, enabling incremental updates.",
-    "parameters": [
-      "session"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _write_generation_metadata",
-    "component_id": "codewiki\\mcp\\server.py::_write_generation_metadata",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\server.py::main": {
-    "id": "codewiki\\mcp\\server.py::main",
-    "name": "main",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\server.py",
-    "relative_path": "codewiki\\mcp\\server.py",
-    "depends_on": [],
-    "source_code": "async def main():\n    \"\"\"Run the MCP server with stdio transport.\"\"\"\n    async with stdio_server() as (read_stream, write_stream):\n        await server.run(\n            read_stream,\n            write_stream,\n            server.create_initialization_options(),\n        )",
-    "start_line": 583,
-    "end_line": 590,
-    "has_docstring": true,
-    "docstring": "Run the MCP server with stdio transport.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function main",
-    "component_id": "codewiki\\mcp\\server.py::main",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\session.py::SessionState": {
-    "id": "codewiki\\mcp\\session.py::SessionState",
-    "name": "SessionState",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\session.py",
-    "relative_path": "codewiki\\mcp\\session.py",
-    "depends_on": [],
-    "source_code": "class SessionState:\n    \"\"\"Mutable state shared across all MCP tool calls within a session.\"\"\"\n\n    session_id: str\n    repo_path: str\n    output_dir: str\n    components: Dict[str, Node]\n    leaf_nodes: List[str]\n    module_tree: Dict[str, Any] = field(default_factory=dict)\n    registry: Dict[str, Any] = field(default_factory=dict)\n    workspace: Optional[SessionWorkspace] = field(default=None)\n    created_at: float = field(default_factory=time.time)\n    last_accessed: float = field(default_factory=time.time)\n\n    def touch(self) -> None:\n        \"\"\"Update the last-accessed timestamp.\"\"\"\n        self.last_accessed = time.time()\n\n    @property\n    def is_expired(self) -> bool:\n        return (time.time() - self.last_accessed) > _SESSION_TTL_SECONDS",
-    "start_line": 31,
-    "end_line": 51,
-    "has_docstring": true,
-    "docstring": "Mutable state shared across all MCP tool calls within a session.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class SessionState",
-    "component_id": "codewiki\\mcp\\session.py::SessionState",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\session.py::SessionStore": {
-    "id": "codewiki\\mcp\\session.py::SessionStore",
-    "name": "SessionStore",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\session.py",
-    "relative_path": "codewiki\\mcp\\session.py",
-    "depends_on": [
-      "codewiki\\mcp\\session.py::SessionState"
-    ],
-    "source_code": "class SessionStore:\n    \"\"\"In-memory store for all active MCP sessions (thread-safe).\"\"\"\n\n    def __init__(self) -> None:\n        self._sessions: Dict[str, SessionState] = {}\n        self._lock = threading.Lock()\n\n    def create(\n        self,\n        repo_path: str,\n        output_dir: str,\n        components: Dict[str, Node],\n        leaf_nodes: List[str],\n        workspace: Optional[SessionWorkspace] = None,\n    ) -> SessionState:\n        \"\"\"Create a new session and return it.\"\"\"\n        with self._lock:\n            self._purge_expired_locked()\n            # Evict oldest if at capacity\n            if len(self._sessions) >= _MAX_SESSIONS:\n                oldest_id = min(\n                    self._sessions,\n                    key=lambda sid: self._sessions[sid].last_accessed,\n                )\n                evicted = self._sessions[oldest_id]\n                if evicted.workspace is not None:\n                    evicted.workspace.cleanup()\n                del self._sessions[oldest_id]\n            session_id = uuid.uuid4().hex[:12]\n            # Ensure no collision\n            while session_id in self._sessions:\n                session_id = uuid.uuid4().hex[:12]\n            state = SessionState(\n                session_id=session_id,\n                repo_path=repo_path,\n                output_dir=output_dir,\n                components=components,\n                leaf_nodes=leaf_nodes,\n                workspace=workspace,\n            )\n            self._sessions[session_id] = state\n            return state\n\n    def get(self, session_id: str) -> Optional[SessionState]:\n        \"\"\"Return the session or ``None`` if not found / expired.\"\"\"\n        with self._lock:\n            state = self._sessions.get(session_id)\n            if state is None:\n                return None\n            if state.is_expired:\n                if state.workspace is not None:\n                    state.workspace.cleanup()\n                del self._sessions[session_id]\n                return None\n            state.touch()\n            return state\n\n    def remove(self, session_id: str) -> bool:\n        \"\"\"Remove a session.  Returns True if it existed.\"\"\"\n        with self._lock:\n            return self._sessions.pop(session_id, None) is not None\n\n    def _purge_expired_locked(self) -> None:\n        \"\"\"Remove all expired sessions.  Caller must hold _lock.\"\"\"\n        expired = [sid for sid, s in self._sessions.items() if s.is_expired]\n        for sid in expired:\n            state = self._sessions[sid]\n            if state.workspace is not None:\n                state.workspace.cleanup()\n            del self._sessions[sid]",
-    "start_line": 54,
-    "end_line": 123,
-    "has_docstring": true,
-    "docstring": "In-memory store for all active MCP sessions (thread-safe).",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class SessionStore",
-    "component_id": "codewiki\\mcp\\session.py::SessionStore",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\analysis.py::_detect_changes": {
-    "id": "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
-    "name": "_detect_changes",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
-    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
-      "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
-      "codewiki\\mcp\\tools\\analysis.py::_detect_via_git"
-    ],
-    "source_code": "def _detect_changes(\n    repo_path: Path,\n    output_dir: Path,\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Detect changes since last documentation generation.\n\n    Returns a changes dict with affected modules, or None if no previous\n    generation exists (first run).\n\n    Detection strategy:\n      1. Git-based: compare stored commit_id with current HEAD, plus check\n         uncommitted changes via ``git status``.\n      2. Fallback: compare file mtime with stored ``timestamp`` in metadata.\n    \"\"\"\n    metadata_path = output_dir / \"metadata.json\"\n    module_tree_path = output_dir / \"module_tree.json\"\n\n    if not metadata_path.exists() or not module_tree_path.exists():\n        return None\n\n    try:\n        metadata = json.loads(metadata_path.read_text(encoding=\"utf-8\"))\n        module_tree = json.loads(module_tree_path.read_text(encoding=\"utf-8\"))\n    except (json.JSONDecodeError, OSError, UnicodeDecodeError):\n        return None\n\n    # Try git-based detection first\n    changes = _detect_via_git(repo_path, metadata)\n\n    # Fallback to mtime-based detection\n    if changes is None:\n        changes = _detect_via_mtime(repo_path, metadata)\n\n    if changes is None:\n        return None\n\n    changed_files = changes[\"changed_files\"]\n    if not changed_files:\n        return {\n            \"has_previous\": True,\n            \"no_changes\": True,\n            \"method\": changes.get(\"method\", \"unknown\"),\n            \"message\": \"No changes detected since last generation. Documentation is up to date.\",\n        }\n\n    affected, cascade = _find_affected_modules(module_tree, changed_files)\n\n    return {\n        \"has_previous\": True,\n        \"no_changes\": False,\n        \"method\": changes.get(\"method\", \"unknown\"),\n        \"changed_files\": changed_files,\n        \"affected_modules\": sorted(affected),\n        \"cascade_modules\": sorted(cascade),\n        \"hint\": (\n            f\"Only {len(affected)} module(s) need updating: {sorted(affected)}. \"\n            f\"Parent modules to refresh: {sorted(cascade)}. \"\n            \"Use edit_doc_file for targeted updates, write_doc_file for new modules.\"\n        ),\n    }",
-    "start_line": 29,
-    "end_line": 88,
-    "has_docstring": true,
-    "docstring": "Detect changes since last documentation generation.\n\nReturns a changes dict with affected modules, or None if no previous\ngeneration exists (first run).\n\nDetection strategy:\n  1. Git-based: compare stored commit_id with current HEAD, plus check\n     uncommitted changes via ``git status``.\n  2. Fallback: compare file mtime with stored ``timestamp`` in metadata.",
-    "parameters": [
-      "repo_path",
-      "output_dir"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _detect_changes",
-    "component_id": "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\analysis.py::_detect_via_git": {
-    "id": "codewiki\\mcp\\tools\\analysis.py::_detect_via_git",
-    "name": "_detect_via_git",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
-    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
-    "depends_on": [],
-    "source_code": "def _detect_via_git(\n    repo_path: Path,\n    metadata: Dict[str, Any],\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Detect changes via git. Returns None if not in a git repo.\n\n    Checks both committed changes (diff against stored commit_id) and\n    uncommitted changes (``git status``).\n    \"\"\"\n    try:\n        import git\n        repo = git.Repo(repo_path, search_parent_directories=True)\n    except Exception:\n        return None\n\n    prev_commit = metadata.get(\"generation_info\", {}).get(\"commit_id\")\n    try:\n        current_commit = repo.head.commit.hexsha\n    except Exception:\n        return None\n\n    changed: list[str] = []\n    method = \"git\"\n\n    # 1) Committed changes since last generation\n    if prev_commit and prev_commit != current_commit:\n        try:\n            diff_index = repo.commit(prev_commit).diff(current_commit)\n            seen: set[str] = set()\n            for diff in diff_index:\n                if diff.a_path and diff.a_path not in seen:\n                    changed.append(diff.a_path)\n                    seen.add(diff.a_path)\n                if diff.b_path and diff.b_path not in seen:\n                    changed.append(diff.b_path)\n                    seen.add(diff.b_path)\n        except Exception:\n            pass\n\n    # 2) Uncommitted changes (user may have edited but not committed)\n    try:\n        for item in repo.untracked_files:\n            if item not in changed:\n                changed.append(item)\n        for file_path in [d.a_path for d in repo.index.diff(None)]:\n            if file_path and file_path not in changed:\n                changed.append(file_path)\n    except Exception:\n        pass\n\n    return {\"changed_files\": changed, \"method\": method}",
-    "start_line": 91,
-    "end_line": 141,
-    "has_docstring": true,
-    "docstring": "Detect changes via git. Returns None if not in a git repo.\n\nChecks both committed changes (diff against stored commit_id) and\nuncommitted changes (``git status``).",
-    "parameters": [
-      "repo_path",
-      "metadata"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _detect_via_git",
-    "component_id": "codewiki\\mcp\\tools\\analysis.py::_detect_via_git",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime": {
-    "id": "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
-    "name": "_detect_via_mtime",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
-    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
-    "depends_on": [],
-    "source_code": "def _detect_via_mtime(\n    repo_path: Path,\n    metadata: Dict[str, Any],\n) -> Optional[Dict[str, Any]]:\n    \"\"\"Fallback: detect changed files by comparing mtime with generation timestamp.\"\"\"\n    timestamp_str = metadata.get(\"generation_info\", {}).get(\"timestamp\")\n    if not timestamp_str:\n        return None\n\n    try:\n        from datetime import datetime\n        prev_time = datetime.fromisoformat(timestamp_str).timestamp()\n    except (ValueError, TypeError):\n        return None\n\n    # Language extensions recognized by CodeWiki\n    source_extensions = {\n        \".py\", \".java\", \".js\", \".jsx\", \".ts\", \".tsx\",\n        \".c\", \".h\", \".cpp\", \".hpp\", \".cc\", \".hh\",\n        \".cs\", \".kt\", \".kts\",\n    }\n\n    changed: list[str] = []\n    for dirpath, dirnames, filenames in os.walk(repo_path):\n        # Skip hidden dirs and common non-source dirs\n        dirnames[:] = [\n            d for d in dirnames\n            if not d.startswith(\".\") and d not in (\"node_modules\", \"__pycache__\", \"venv\", \".venv\")\n        ]\n        for filename in filenames:\n            filepath = Path(dirpath) / filename\n            if filepath.suffix.lower() not in source_extensions:\n                continue\n            try:\n                if filepath.stat().st_mtime > prev_time:\n                    rel_path = str(filepath.relative_to(repo_path))\n                    changed.append(rel_path)\n            except OSError:\n                continue\n\n    return {\"changed_files\": changed, \"method\": \"mtime\"}",
-    "start_line": 144,
-    "end_line": 184,
-    "has_docstring": true,
-    "docstring": "Fallback: detect changed files by comparing mtime with generation timestamp.",
-    "parameters": [
-      "repo_path",
-      "metadata"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _detect_via_mtime",
-    "component_id": "codewiki\\mcp\\tools\\analysis.py::_detect_via_mtime",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules": {
-    "id": "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
-    "name": "_find_affected_modules",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
-    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
-    "depends_on": [],
-    "source_code": "def _find_affected_modules(\n    module_tree: Dict[str, Any],\n    changed_files: List[str],\n) -> Tuple[set, set]:\n    \"\"\"Map changed files to affected modules using module_tree.json.\n\n    Uses substring matching (same as the CLI ``_invalidate_affected_modules``).\n    Returns (affected_modules, cascade_parent_modules).\n    \"\"\"\n    affected: set[str] = set()\n    cascade: set[str] = set()\n\n    def _walk(tree: Dict, parents: list[str] | None = None):\n        if parents is None:\n            parents = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            hit = False\n            for comp in components:\n                if any(cf in comp or comp in cf for cf in changed_files):\n                    hit = True\n                    break\n            if hit:\n                affected.add(mod_name)\n                cascade.update(parents)\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _walk(children, parents + [mod_name])\n\n    _walk(module_tree)\n\n    # overview.md depends on all child docs, always refresh if anything changed\n    if affected:\n        cascade.add(\"overview\")\n\n    return affected, cascade",
-    "start_line": 187,
-    "end_line": 223,
-    "has_docstring": true,
-    "docstring": "Map changed files to affected modules using module_tree.json.\n\nUses substring matching (same as the CLI ``_invalidate_affected_modules``).\nReturns (affected_modules, cascade_parent_modules).",
-    "parameters": [
-      "module_tree",
-      "changed_files"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _find_affected_modules",
-    "component_id": "codewiki\\mcp\\tools\\analysis.py::_find_affected_modules",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\analysis.py::_walk": {
-    "id": "codewiki\\mcp\\tools\\analysis.py::_walk",
-    "name": "_walk",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
-    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\analysis.py::_walk"
-    ],
-    "source_code": "    def _walk(tree: Dict, parents: list[str] | None = None):\n        if parents is None:\n            parents = []\n        for mod_name, mod_info in tree.items():\n            components = mod_info.get(\"components\", [])\n            hit = False\n            for comp in components:\n                if any(cf in comp or comp in cf for cf in changed_files):\n                    hit = True\n                    break\n            if hit:\n                affected.add(mod_name)\n                cascade.update(parents)\n\n            children = mod_info.get(\"children\", {})\n            if isinstance(children, dict) and children:\n                _walk(children, parents + [mod_name])",
-    "start_line": 199,
-    "end_line": 215,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "tree",
-      "parents"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _walk",
-    "component_id": "codewiki\\mcp\\tools\\analysis.py::_walk",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo": {
-    "id": "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
-    "name": "handle_analyze_repo",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\analysis.py",
-    "relative_path": "codewiki\\mcp\\tools\\analysis.py",
-    "depends_on": [
-      "codewiki\\mcp\\workspace.py::SessionWorkspace",
-      "codewiki\\mcp\\tools\\analysis.py::_detect_changes",
-      "codewiki\\src\\config.py::Config",
-      "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder"
-    ],
-    "source_code": "def handle_analyze_repo(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Run the dependency analysis, write results to workspace files,\n    and return a compact summary with file paths.\"\"\"\n    repo_path = Path(arguments[\"repo_path\"]).expanduser().resolve()\n    if not repo_path.exists():\n        return json.dumps({\"error\": f\"Repository not found: {repo_path}\"})\n\n    output_dir = Path(arguments.get(\"output_dir\", str(repo_path / \"docs\"))).expanduser().resolve()\n    output_dir.mkdir(parents=True, exist_ok=True)\n\n    # Build a minimal Config for the dependency analyzer (no LLM fields used)\n    from codewiki.src.config import Config\n    config = Config(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir / \"temp\"),\n        dependency_graph_dir=str(output_dir / \"temp\" / \"dependency_graphs\"),\n        docs_dir=str(output_dir),\n        max_depth=2,\n        llm_base_url=\"not-needed\",\n        llm_api_key=\"not-needed\",\n        main_model=\"unused\",\n        cluster_model=\"unused\",\n    )\n\n    # Apply optional include/exclude patterns\n    include = arguments.get(\"include_patterns\")\n    exclude = arguments.get(\"exclude_patterns\")\n    if include or exclude:\n        agent_instructions: Dict[str, Any] = {}\n        if include:\n            agent_instructions[\"include_patterns\"] = [p.strip() for p in include.split(\",\")]\n        if exclude:\n            agent_instructions[\"exclude_patterns\"] = [p.strip() for p in exclude.split(\",\")]\n        config.agent_instructions = agent_instructions\n\n    from codewiki.src.be.dependency_analyzer import DependencyGraphBuilder\n    builder = DependencyGraphBuilder(config)\n    components, leaf_nodes = builder.build_dependency_graph()\n\n    # Create the session (generates session_id)\n    session = store.create(\n        repo_path=str(repo_path),\n        output_dir=str(output_dir),\n        components=components,\n        leaf_nodes=leaf_nodes,\n    )\n\n    # Create the workspace with the real session_id\n    workspace = SessionWorkspace(repo_path, session.session_id)\n    session.workspace = workspace\n\n    # -- Write full data to workspace files --\n\n    # 1. Full component index (no pagination)\n    component_index: list[dict] = []\n    for comp_id, node in components.items():\n        component_index.append({\n            \"id\": comp_id,\n            \"type\": getattr(node, \"component_type\", \"unknown\"),\n            \"file\": getattr(node, \"relative_path\", \"\"),\n        })\n    workspace.write_json(\"component_index.json\", component_index)\n\n    # 2. Full leaf nodes list\n    workspace.write_json(\"leaf_nodes.json\", leaf_nodes)\n\n    # 3. Language stats\n    languages: Dict[str, int] = {}\n    for node in components.values():\n        lang = getattr(node, \"language\", \"unknown\")\n        languages[lang] = languages.get(lang, 0) + 1\n    workspace.write_json(\"languages.json\", languages)\n\n    # 4. Incremental update: detect changes since last generation\n    changes = _detect_changes(repo_path, output_dir)\n    if changes is not None:\n        workspace.write_json(\"changes.json\", changes)\n\n    # 5. Summary with preview for quick reference\n    summary = {\n        \"session_id\": session.session_id,\n        \"repo_name\": repo_path.name,\n        \"repo_path\": str(repo_path),\n        \"output_dir\": str(output_dir),\n        \"total_components\": len(components),\n        \"total_leaf_nodes\": len(leaf_nodes),\n        \"languages\": languages,\n        \"leaf_nodes_preview\": leaf_nodes[:20],\n    }\n    workspace.write_json(\"summary.json\", summary)\n\n    # -- Return compact MCP response --\n    result = {\n        \"session_id\": session.session_id,\n        \"workspace_dir\": str(workspace.root),\n        \"repo_name\": repo_path.name,\n        \"output_dir\": str(output_dir),\n        \"stats\": {\n            \"total_components\": len(components),\n            \"total_leaf_nodes\": len(leaf_nodes),\n            \"languages\": languages,\n        },\n        \"files\": {\n            \"component_index\": str(workspace.root / \"component_index.json\"),\n            \"leaf_nodes\": str(workspace.root / \"leaf_nodes.json\"),\n            \"languages\": str(workspace.root / \"languages.json\"),\n            \"summary\": str(workspace.root / \"summary.json\"),\n        },\n        \"changes\": changes,\n        \"hint\": (\n            \"Read the files above for full data. \"\n            \"Use read_code_components(session_id, component_ids) to read source code. \"\n            \"Use save_module_tree(session_id, module_tree) after clustering. \"\n            \"Call get_prompt('cluster') for clustering rules.\"\n        ),\n    }\n    if changes and not changes.get(\"no_changes\"):\n        result[\"hint\"] = (\n            \"Incremental update detected. Only update affected modules listed in \"\n            \"'changes.affected_modules'. Use edit_doc_file for targeted updates. \"\n            \"Refresh cascade parent modules in 'changes.cascade_modules'.\"\n        )\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 226,
-    "end_line": 351,
-    "has_docstring": true,
-    "docstring": "Run the dependency analysis, write results to workspace files,\nand return a compact summary with file paths.",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_analyze_repo",
-    "component_id": "codewiki\\mcp\\tools\\analysis.py::handle_analyze_repo",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components": {
-    "id": "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components",
-    "name": "handle_read_code_components",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\code_reader.py",
-    "relative_path": "codewiki\\mcp\\tools\\code_reader.py",
-    "depends_on": [],
-    "source_code": "def handle_read_code_components(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Write the source code for given component IDs to workspace files.\n\n    Returns a compact JSON with file paths — no source code inline.\n    \"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    if session.workspace is None:\n        return json.dumps({\"error\": \"Session workspace not initialized.\"})\n\n    component_ids: List[str] = arguments[\"component_ids\"]\n    components = session.components\n    workspace = session.workspace\n\n    written_files: Dict[str, str] = {}  # filename -> component_id\n    not_found: List[str] = []\n\n    for cid in component_ids:\n        node = components.get(cid)\n        if node is None:\n            not_found.append(cid)\n            continue\n        lang = getattr(node, \"language\", \"\")\n        source = getattr(node, \"source_code\", \"\").strip()\n        file_path = workspace.write_component_source(cid, source, lang)\n        written_files[file_path.name] = cid\n\n    result = {\n        \"written\": len(written_files),\n        \"not_found_count\": len(not_found),\n        \"not_found\": not_found,\n        \"source_dir\": str(workspace.root / \"sources\"),\n        \"files\": written_files,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 21,
-    "end_line": 61,
-    "has_docstring": true,
-    "docstring": "Write the source code for given component IDs to workspace files.\n\nReturns a compact JSON with file paths — no source code inline.",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_read_code_components",
-    "component_id": "codewiki\\mcp\\tools\\code_reader.py::handle_read_code_components",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\doc_writer.py::_is_within": {
-    "id": "codewiki\\mcp\\tools\\doc_writer.py::_is_within",
-    "name": "_is_within",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
-    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
-    "depends_on": [],
-    "source_code": "def _is_within(path: Path, base: Path) -> bool:\n    \"\"\"Return True if *path* resolves to somewhere inside *base*.\"\"\"\n    try:\n        path.resolve().relative_to(base.resolve())\n        return True\n    except ValueError:\n        return False",
-    "start_line": 22,
-    "end_line": 28,
-    "has_docstring": true,
-    "docstring": "Return True if *path* resolves to somewhere inside *base*.",
-    "parameters": [
-      "path",
-      "base"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _is_within",
-    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_is_within",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path": {
-    "id": "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path",
-    "name": "_safe_doc_path",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
-    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\doc_writer.py::_is_within"
-    ],
-    "source_code": "def _safe_doc_path(session: SessionState, filename: str) -> Path | None:\n    \"\"\"Resolve *filename* within session.output_dir, guarding against traversal.\"\"\"\n    if not filename.endswith(\".md\"):\n        filename += \".md\"\n    output_base = Path(session.output_dir).resolve()\n    doc_path = (output_base / filename).resolve()\n    if not _is_within(doc_path, output_base):\n        return None\n    return doc_path",
-    "start_line": 31,
-    "end_line": 39,
-    "has_docstring": true,
-    "docstring": "Resolve *filename* within session.output_dir, guarding against traversal.",
-    "parameters": [
-      "session",
-      "filename"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _safe_doc_path",
-    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs": {
-    "id": "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
-    "name": "_ensure_parent_dirs",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
-    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
-    "depends_on": [],
-    "source_code": "def _ensure_parent_dirs(path: Path) -> None:\n    \"\"\"Create parent directories if they don't exist.\"\"\"\n    path.parent.mkdir(parents=True, exist_ok=True)",
-    "start_line": 42,
-    "end_line": 44,
-    "has_docstring": true,
-    "docstring": "Create parent directories if they don't exist.",
-    "parameters": [
-      "path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _ensure_parent_dirs",
-    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid": {
-    "id": "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
-    "name": "_validate_mermaid",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
-    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
-    "depends_on": [
-      "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams"
-    ],
-    "source_code": "async def _validate_mermaid(file_path: str, relative_path: str) -> str:\n    \"\"\"Run Mermaid validation and return the result string.\"\"\"\n    try:\n        from codewiki.src.be.utils import validate_mermaid_diagrams\n        return await validate_mermaid_diagrams(file_path, relative_path)\n    except Exception as e:\n        return f\"Mermaid validation skipped: {e}\"",
-    "start_line": 47,
-    "end_line": 53,
-    "has_docstring": true,
-    "docstring": "Run Mermaid validation and return the result string.",
-    "parameters": [
-      "file_path",
-      "relative_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _validate_mermaid",
-    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\doc_writer.py::_save_history": {
-    "id": "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
-    "name": "_save_history",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
-    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
-    "depends_on": [],
-    "source_code": "def _save_history(session: SessionState, doc_path: Path, content: str) -> None:\n    \"\"\"Append *content* to edit history for *doc_path*, capped at _MAX_HISTORY_PER_FILE.\"\"\"\n    history = session.registry.get(\"file_history\")\n    if history is None:\n        history = {}\n    elif isinstance(history, str):\n        history = json.loads(history)\n    key = str(doc_path)\n    entry = history.setdefault(key, [])\n    entry.append(content)\n    # Trim to last N entries\n    if len(entry) > _MAX_HISTORY_PER_FILE:\n        del entry[: len(entry) - _MAX_HISTORY_PER_FILE]\n    session.registry[\"file_history\"] = history  # keep as native dict",
-    "start_line": 56,
-    "end_line": 69,
-    "has_docstring": true,
-    "docstring": "Append *content* to edit history for *doc_path*, capped at _MAX_HISTORY_PER_FILE.",
-    "parameters": [
-      "session",
-      "doc_path",
-      "content"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _save_history",
-    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file": {
-    "id": "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
-    "name": "handle_write_doc_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
-    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
-      "codewiki\\mcp\\tools\\doc_writer.py::_ensure_parent_dirs",
-      "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path"
-    ],
-    "source_code": "async def handle_write_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Create a new documentation file in the output directory.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    doc_path = _safe_doc_path(session, filename)\n    if doc_path is None:\n        return json.dumps({\"error\": \"Filename escapes output directory.\"})\n\n    content = arguments[\"content\"]\n\n    _ensure_parent_dirs(doc_path)\n\n    if doc_path.exists():\n        return json.dumps({\n            \"error\": f\"File already exists: {filename}. Use edit_doc_file to modify it.\"\n        })\n\n    doc_path.write_text(content, encoding=\"utf-8\")\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"created\",\n        \"path\": str(doc_path),\n        \"filename\": filename,\n        \"lines\": content.count(\"\\n\") + 1,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 72,
-    "end_line": 108,
-    "has_docstring": true,
-    "docstring": "Create a new documentation file in the output directory.",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_write_doc_file",
-    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::handle_write_doc_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file": {
-    "id": "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
-    "name": "handle_edit_doc_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\doc_writer.py",
-    "relative_path": "codewiki\\mcp\\tools\\doc_writer.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\doc_writer.py::_save_history",
-      "codewiki\\mcp\\tools\\doc_writer.py::_validate_mermaid",
-      "codewiki\\mcp\\tools\\doc_writer.py::_safe_doc_path"
-    ],
-    "source_code": "async def handle_edit_doc_file(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Edit an existing documentation file (str_replace, insert, or undo).\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    filename = arguments[\"filename\"]\n    doc_path = _safe_doc_path(session, filename)\n    if doc_path is None:\n        return json.dumps({\"error\": \"Filename escapes output directory.\"})\n\n    command = arguments[\"command\"]\n\n    if command == \"undo\":\n        # Undo via registry history\n        history = session.registry.get(\"file_history\", {})\n        if isinstance(history, str):\n            history = json.loads(history)\n        path_history = history.get(str(doc_path), [])\n        if not path_history:\n            return json.dumps({\"error\": f\"No edit history found for {filename}.\"})\n        old_content = path_history.pop()\n        history[str(doc_path)] = path_history\n        session.registry[\"file_history\"] = history\n        doc_path.write_text(old_content, encoding=\"utf-8\")\n\n        # Validate Mermaid after undo\n        mermaid_result = await _validate_mermaid(str(doc_path), filename)\n        return json.dumps({\n            \"status\": \"undone\",\n            \"filename\": filename,\n            \"mermaid_validation\": mermaid_result,\n        }, ensure_ascii=False)\n\n    if not doc_path.exists():\n        return json.dumps({\"error\": f\"File not found: {filename}. Use write_doc_file to create it.\"})\n\n    # Save current content to history before editing\n    current_content = doc_path.read_text(encoding=\"utf-8\")\n    _save_history(session, doc_path, current_content)\n\n    if command == \"str_replace\":\n        old_str = arguments.get(\"old_str\")\n        new_str = arguments.get(\"new_str\", \"\")\n        if old_str is None:\n            return json.dumps({\"error\": \"old_str is required for str_replace.\"})\n\n        occurrences = current_content.count(old_str)\n        if occurrences == 0:\n            return json.dumps({\"error\": f\"old_str not found in {filename}.\"})\n        if occurrences > 1:\n            return json.dumps({\"error\": f\"old_str appears {occurrences} times in {filename}. Make it unique.\"})\n\n        new_content = current_content.replace(old_str, new_str, 1)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        # Snippet around the edit\n        replacement_line = current_content.split(old_str)[0].count(\"\\n\")\n        lines = new_content.split(\"\\n\")\n        start = max(0, replacement_line - 4)\n        end = min(len(lines), replacement_line + new_str.count(\"\\n\") + 5)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    elif command == \"insert\":\n        insert_line = arguments.get(\"insert_line\", 0)\n        new_str = arguments.get(\"new_str\", \"\")\n        if not new_str:\n            return json.dumps({\"error\": \"new_str is required for insert.\"})\n\n        lines = current_content.split(\"\\n\")\n        insert_line = max(0, min(insert_line, len(lines)))\n        new_str_lines = new_str.split(\"\\n\")\n        lines = lines[:insert_line] + new_str_lines + lines[insert_line:]\n        new_content = \"\\n\".join(lines)\n        doc_path.write_text(new_content, encoding=\"utf-8\")\n\n        start = max(0, insert_line - 4)\n        end = min(len(lines), insert_line + len(new_str_lines) + 4)\n        snippet = \"\\n\".join(f\"{i + start + 1:6}\\t{lines[i]}\" for i in range(start, end))\n\n    else:\n        return json.dumps({\"error\": f\"Unknown command: {command}. Use str_replace, insert, or undo.\"})\n\n    # Mermaid validation\n    mermaid_result = await _validate_mermaid(str(doc_path), filename)\n\n    result = {\n        \"status\": \"edited\",\n        \"command\": command,\n        \"filename\": filename,\n        \"snippet\": snippet,\n        \"mermaid_validation\": mermaid_result,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 111,
-    "end_line": 208,
-    "has_docstring": true,
-    "docstring": "Edit an existing documentation file (str_replace, insert, or undo).",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_edit_doc_file",
-    "component_id": "codewiki\\mcp\\tools\\doc_writer.py::handle_edit_doc_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order": {
-    "id": "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order",
-    "name": "_get_processing_order",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\module_tree.py",
-    "relative_path": "codewiki\\mcp\\tools\\module_tree.py",
-    "depends_on": [],
-    "source_code": "def _get_processing_order(module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[Dict[str, Any]]:\n    \"\"\"Compute leaf-first processing order from a module tree.\n\n    Returns a list of dicts with module path, name, leaf status, and\n    component/children info.\n    \"\"\"\n    order: List[Dict[str, Any]] = []\n\n    def _collect(tree: Dict[str, Any], path: List[str]) -> None:\n        for module_name, module_info in tree.items():\n            current_path = path + [module_name]\n            children = module_info.get(\"children\", {})\n            has_children = isinstance(children, dict) and len(children) > 0\n\n            if has_children:\n                _collect(children, current_path)\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": False,\n                    \"children\": list(children.keys()),\n                    \"components\": module_info.get(\"components\", []),\n                })\n            else:\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": True,\n                    \"components\": module_info.get(\"components\", []),\n                })\n\n    _collect(module_tree, parent_path)\n    return order",
-    "start_line": 22,
-    "end_line": 54,
-    "has_docstring": true,
-    "docstring": "Compute leaf-first processing order from a module tree.\n\nReturns a list of dicts with module path, name, leaf status, and\ncomponent/children info.",
-    "parameters": [
-      "module_tree",
-      "parent_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _get_processing_order",
-    "component_id": "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\module_tree.py::_collect": {
-    "id": "codewiki\\mcp\\tools\\module_tree.py::_collect",
-    "name": "_collect",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\module_tree.py",
-    "relative_path": "codewiki\\mcp\\tools\\module_tree.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\module_tree.py::_collect"
-    ],
-    "source_code": "    def _collect(tree: Dict[str, Any], path: List[str]) -> None:\n        for module_name, module_info in tree.items():\n            current_path = path + [module_name]\n            children = module_info.get(\"children\", {})\n            has_children = isinstance(children, dict) and len(children) > 0\n\n            if has_children:\n                _collect(children, current_path)\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": False,\n                    \"children\": list(children.keys()),\n                    \"components\": module_info.get(\"components\", []),\n                })\n            else:\n                order.append({\n                    \"module\": module_name,\n                    \"path\": current_path,\n                    \"is_leaf\": True,\n                    \"components\": module_info.get(\"components\", []),\n                })",
-    "start_line": 30,
-    "end_line": 51,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "tree",
-      "path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _collect",
-    "component_id": "codewiki\\mcp\\tools\\module_tree.py::_collect",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree": {
-    "id": "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree",
-    "name": "handle_save_module_tree",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\module_tree.py",
-    "relative_path": "codewiki\\mcp\\tools\\module_tree.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order"
-    ],
-    "source_code": "def handle_save_module_tree(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Persist the IDE agent's clustering result as the module tree.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    module_tree = arguments[\"module_tree\"]\n    output_dir = session.output_dir\n\n    # Save both immutable snapshot and mutable working copy\n    first_path = os.path.join(output_dir, FIRST_MODULE_TREE_FILENAME)\n    working_path = os.path.join(output_dir, MODULE_TREE_FILENAME)\n\n    os.makedirs(output_dir, exist_ok=True)\n\n    with open(first_path, \"w\", encoding=\"utf-8\") as f:\n        json.dump(module_tree, f, indent=2, ensure_ascii=False)\n    with open(working_path, \"w\", encoding=\"utf-8\") as f:\n        json.dump(module_tree, f, indent=2, ensure_ascii=False)\n\n    # Cache in session\n    session.module_tree = module_tree\n\n    # Compute processing order and write to workspace file\n    order = _get_processing_order(module_tree)\n    order_file = None\n    if session.workspace is not None:\n        order_path = session.workspace.write_json(\"processing_order.json\", order)\n        order_file = str(order_path)\n\n    result = {\n        \"status\": \"saved\",\n        \"module_count\": len(module_tree),\n        \"tree_path\": working_path,\n        \"first_tree_path\": first_path,\n        \"processing_order_file\": order_file,\n        \"hint\": (\n            \"Read the processing_order.json file for the leaf-first generation order. \"\n            \"Process leaf modules first (is_leaf=true), then parent modules. \"\n            \"For each leaf module: get_prompt('system_leaf') + read_code_components + write_doc_file. \"\n            \"For each parent module: get_prompt('overview_module') + write_doc_file.\"\n        ),\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 57,
-    "end_line": 104,
-    "has_docstring": true,
-    "docstring": "Persist the IDE agent's clustering result as the module tree.",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_save_module_tree",
-    "component_id": "codewiki\\mcp\\tools\\module_tree.py::handle_save_module_tree",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order": {
-    "id": "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order",
-    "name": "handle_get_processing_order",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\module_tree.py",
-    "relative_path": "codewiki\\mcp\\tools\\module_tree.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\module_tree.py::_get_processing_order"
-    ],
-    "source_code": "def handle_get_processing_order(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Write the leaf-first processing order to a workspace file and return its path.\"\"\"\n    session_id = arguments[\"session_id\"]\n    session = store.get(session_id)\n    if session is None:\n        return json.dumps({\"error\": f\"Session {session_id} not found or expired.\"})\n\n    # Try session cache first, then disk\n    module_tree = session.module_tree\n    if not module_tree:\n        tree_path = os.path.join(session.output_dir, MODULE_TREE_FILENAME)\n        if os.path.exists(tree_path):\n            with open(tree_path, encoding=\"utf-8\") as f:\n                module_tree = json.load(f)\n            session.module_tree = module_tree\n        else:\n            return json.dumps({\n                \"error\": \"Module tree not found. Call save_module_tree first.\"\n            })\n\n    order = _get_processing_order(module_tree)\n\n    # Write to workspace file\n    order_file = None\n    if session.workspace is not None:\n        order_path = session.workspace.write_json(\"processing_order.json\", order)\n        order_file = str(order_path)\n\n    result = {\n        \"session_id\": session_id,\n        \"module_count\": len(module_tree),\n        \"processing_order_file\": order_file,\n        \"hint\": \"Read the processing_order.json file for the full leaf-first order.\",\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 107,
-    "end_line": 144,
-    "has_docstring": true,
-    "docstring": "Write the leaf-first processing order to a workspace file and return its path.",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_get_processing_order",
-    "component_id": "codewiki\\mcp\\tools\\module_tree.py::handle_get_processing_order",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt": {
-    "id": "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt",
-    "name": "handle_get_prompt",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\prompt_server.py",
-    "relative_path": "codewiki\\mcp\\tools\\prompt_server.py",
-    "depends_on": [
-      "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt"
-    ],
-    "source_code": "def handle_get_prompt(\n    arguments: Dict[str, Any],\n    store: SessionStore,\n) -> str:\n    \"\"\"Return a prompt template, optionally with variables filled in.\"\"\"\n    prompt_type = arguments[\"prompt_type\"]\n    variables = arguments.get(\"variables\", {})\n\n    if prompt_type not in _PROMPT_CATALOG:\n        available = list(_PROMPT_CATALOG.keys())\n        return json.dumps({\n            \"error\": f\"Unknown prompt_type: {prompt_type}\",\n            \"available_types\": available,\n        })\n\n    catalog_entry = _PROMPT_CATALOG[prompt_type]\n\n    # Resolve the prompt content\n    content = _resolve_prompt(prompt_type, variables)\n\n    result = {\n        \"prompt_type\": prompt_type,\n        \"description\": catalog_entry[\"description\"],\n        \"usage_hint\": catalog_entry[\"usage_hint\"],\n        \"content\": content,\n    }\n    return json.dumps(result, indent=2, ensure_ascii=False)",
-    "start_line": 85,
-    "end_line": 111,
-    "has_docstring": true,
-    "docstring": "Return a prompt template, optionally with variables filled in.",
-    "parameters": [
-      "arguments",
-      "store"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_get_prompt",
-    "component_id": "codewiki\\mcp\\tools\\prompt_server.py::handle_get_prompt",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt": {
-    "id": "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt",
-    "name": "_resolve_prompt",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\tools\\prompt_server.py",
-    "relative_path": "codewiki\\mcp\\tools\\prompt_server.py",
-    "depends_on": [
-      "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
-      "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
-      "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt"
-    ],
-    "source_code": "def _resolve_prompt(prompt_type: str, variables: Dict[str, Any]) -> str:\n    \"\"\"Resolve a prompt template with optional variable substitution.\"\"\"\n\n    if prompt_type == \"cluster\":\n        potential_core_components = variables.get(\"potential_core_components\", \"<POTENTIAL_CORE_COMPONENTS placeholder>\")\n        module_tree = variables.get(\"module_tree\", {})\n        module_name = variables.get(\"module_name\", None)\n        return format_cluster_prompt(\n            potential_core_components=potential_core_components,\n            module_tree=module_tree,\n            module_name=module_name,\n        )\n\n    elif prompt_type == \"system_complex\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        custom_instructions = variables.get(\"custom_instructions\", None)\n        return format_system_prompt(module_name, custom_instructions)\n\n    elif prompt_type == \"system_leaf\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        custom_instructions = variables.get(\"custom_instructions\", None)\n        return format_leaf_system_prompt(module_name, custom_instructions)\n\n    elif prompt_type == \"user\":\n        # If full variables are provided, use the full formatter\n        session_id = variables.get(\"session_id\")\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        core_component_ids = variables.get(\"core_component_ids\", [])\n        module_tree = variables.get(\"module_tree\", {})\n\n        if session_id and core_component_ids:\n            # Try to resolve from session\n            from codewiki.mcp.session import SessionStore\n            # We can't easily access the store here, so fall back to template\n            pass\n\n        # Return the template with placeholders filled as possible\n        return USER_PROMPT.format(\n            module_name=module_name,\n            module_tree=json.dumps(module_tree, indent=2) if module_tree else \"<MODULE_TREE placeholder>\",\n            formatted_core_component_codes=variables.get(\n                \"formatted_core_component_codes\",\n                \"<CORE_COMPONENT_CODES placeholder — use read_code_components to get source code>\"\n            ),\n        )\n\n    elif prompt_type == \"overview_module\":\n        module_name = variables.get(\"module_name\", \"MODULE_NAME\")\n        repo_structure = variables.get(\"repo_structure\", \"<REPO_STRUCTURE placeholder>\")\n        return MODULE_OVERVIEW_PROMPT.format(\n            module_name=module_name,\n            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),\n        )\n\n    elif prompt_type == \"overview_repo\":\n        repo_name = variables.get(\"repo_name\", \"REPO_NAME\")\n        repo_structure = variables.get(\"repo_structure\", \"<REPO_STRUCTURE placeholder>\")\n        return REPO_OVERVIEW_PROMPT.format(\n            repo_name=repo_name,\n            repo_structure=repo_structure if isinstance(repo_structure, str) else json.dumps(repo_structure, indent=4),\n        )\n\n    return f\"Unknown prompt type: {prompt_type}\"",
-    "start_line": 114,
-    "end_line": 176,
-    "has_docstring": true,
-    "docstring": "Resolve a prompt template with optional variable substitution.",
-    "parameters": [
-      "prompt_type",
-      "variables"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _resolve_prompt",
-    "component_id": "codewiki\\mcp\\tools\\prompt_server.py::_resolve_prompt",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\workspace.py::_safe_filename": {
-    "id": "codewiki\\mcp\\workspace.py::_safe_filename",
-    "name": "_safe_filename",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\workspace.py",
-    "relative_path": "codewiki\\mcp\\workspace.py",
-    "depends_on": [],
-    "source_code": "def _safe_filename(component_id: str) -> str:\n    \"\"\"Sanitize a component ID for use as a filename.\n\n    Component IDs look like ``src/main.py::MyClass``.  We replace any\n    character that is not a word char, hyphen, or dot with ``__``.\n    \"\"\"\n    return re.sub(r\"[^\\w\\-.]\", \"__\", component_id) + \".src\"",
-    "start_line": 36,
-    "end_line": 42,
-    "has_docstring": true,
-    "docstring": "Sanitize a component ID for use as a filename.\n\nComponent IDs look like ``src/main.py::MyClass``.  We replace any\ncharacter that is not a word char, hyphen, or dot with ``__``.",
-    "parameters": [
-      "component_id"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _safe_filename",
-    "component_id": "codewiki\\mcp\\workspace.py::_safe_filename",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\mcp\\workspace.py::SessionWorkspace": {
-    "id": "codewiki\\mcp\\workspace.py::SessionWorkspace",
-    "name": "SessionWorkspace",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\mcp\\workspace.py",
-    "relative_path": "codewiki\\mcp\\workspace.py",
-    "depends_on": [
-      "codewiki\\mcp\\workspace.py::_safe_filename"
-    ],
-    "source_code": "class SessionWorkspace:\n    \"\"\"Manages the on-disk workspace for a single MCP session.\"\"\"\n\n    def __init__(self, repo_path: Path, session_id: str) -> None:\n        self.root = repo_path / _WORKSPACE_REL / session_id\n        self.root.mkdir(parents=True, exist_ok=True)\n        (self.root / \"sources\").mkdir(exist_ok=True)\n        logger.debug(\"Workspace created at %s\", self.root)\n\n    # -- writers ----------------------------------------------------------\n\n    def write_json(self, name: str, data: Any) -> Path:\n        \"\"\"Write *data* as pretty-printed JSON and return the file path.\"\"\"\n        p = self.root / name\n        p.write_text(json.dumps(data, indent=2, ensure_ascii=False), encoding=\"utf-8\")\n        return p\n\n    def write_component_source(\n        self,\n        component_id: str,\n        source: str,\n        language: str = \"\",\n    ) -> Path:\n        \"\"\"Write a single component's source code to the ``sources/`` dir.\"\"\"\n        p = self.root / \"sources\" / _safe_filename(component_id)\n        header = f\"// Component: {component_id}\\n// Language: {language}\\n\"\n        p.write_text(header + source, encoding=\"utf-8\")\n        return p\n\n    # -- readers ----------------------------------------------------------\n\n    def read_json(self, name: str) -> Any:\n        \"\"\"Read a JSON file from the workspace.  Returns ``None`` if missing.\"\"\"\n        p = self.root / name\n        if not p.exists():\n            return None\n        return json.loads(p.read_text(encoding=\"utf-8\"))\n\n    # -- cleanup ----------------------------------------------------------\n\n    def cleanup(self) -> None:\n        \"\"\"Remove the session directory and try to prune empty parents.\"\"\"\n        if self.root.exists():\n            shutil.rmtree(self.root, ignore_errors=True)\n        # Walk up and remove empty parent directories\n        try:\n            sessions_dir = self.root.parent  # .codewiki/sessions\n            if sessions_dir.exists() and not any(sessions_dir.iterdir()):\n                sessions_dir.rmdir()\n                base_dir = sessions_dir.parent  # .codewiki\n                if base_dir.exists() and not any(base_dir.iterdir()):\n                    base_dir.rmdir()\n        except OSError:\n            pass\n        logger.debug(\"Workspace cleaned up: %s\", self.root)",
-    "start_line": 45,
-    "end_line": 99,
-    "has_docstring": true,
-    "docstring": "Manages the on-disk workspace for a single MCP session.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class SessionWorkspace",
-    "component_id": "codewiki\\mcp\\workspace.py::SessionWorkspace",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps": {
-    "id": "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
-    "name": "CodeWikiDeps",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\deps.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\deps.py",
-    "depends_on": [],
-    "source_code": "class CodeWikiDeps:\n    absolute_docs_path: str\n    absolute_repo_path: str\n    registry: dict\n    components: dict[str, Node]\n    path_to_current_module: list[str]\n    current_module_name: str\n    module_tree: dict[str, any]\n    max_depth: int\n    current_depth: int\n    config: Config  # LLM configuration\n    custom_instructions: str = None",
-    "start_line": 6,
-    "end_line": 17,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class CodeWikiDeps",
-    "component_id": "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation": {
-    "id": "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation",
-    "name": "generate_sub_module_documentation",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\utils.py::count_tokens",
-      "codewiki\\src\\be\\utils.py::is_complex_module",
-      "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
-      "codewiki\\src\\be\\llm_services.py::create_fallback_models",
-      "codewiki\\src\\be\\prompt_template.py::format_user_prompt"
-    ],
-    "source_code": "async def generate_sub_module_documentation(\n    ctx: RunContext[CodeWikiDeps],\n    sub_module_specs: dict[str, list[str]]\n) -> str:\n    \"\"\"Delegate documentation generation of sub-modules to sub-agents. Each sub-module will be documented separately.\n\n    Args:\n        sub_module_specs: A dictionary mapping sub-module names to their core component IDs. \n            Example: {\"authentication\": [\"auth_handler.py::AuthHandler\", \"auth_middleware.py::verify_token\"], \"database\": [\"db_client.py::DBClient\", \"models.py::UserModel\"]}\n            Each key is a descriptive sub-module name, and the value is a list of component IDs from the current module's core components that belong to that sub-module.\n    \"\"\"\n\n    deps = ctx.deps\n    previous_module_name = deps.current_module_name\n    \n    # Create fallback models from config\n    fallback_models = create_fallback_models(deps.config)\n\n    # add the sub-module to the module tree\n    value = deps.module_tree\n    for key in deps.path_to_current_module:\n        value = value[key][\"children\"]\n    for sub_module_name, core_component_ids in sub_module_specs.items():\n        value[sub_module_name] = {\"components\": core_component_ids, \"children\": {}}\n    \n    for sub_module_name, core_component_ids in sub_module_specs.items():\n\n        # Create visual indentation for nested modules\n        indent = \"  \" * deps.current_depth\n        arrow = \"└─\" if deps.current_depth > 0 else \"→\"\n\n        logger.info(f\"{indent}{arrow} Generating documentation for sub-module: {sub_module_name}\")\n\n        num_tokens = count_tokens(format_potential_core_components(core_component_ids, ctx.deps.components)[-1])\n        \n        if is_complex_module(ctx.deps.components, core_component_ids) and ctx.deps.current_depth < ctx.deps.max_depth and num_tokens >= ctx.deps.config.max_token_per_leaf_module:\n            sub_agent = Agent(\n                model=fallback_models,\n                name=sub_module_name,\n                deps_type=CodeWikiDeps,\n                system_prompt=SYSTEM_PROMPT.format(module_name=sub_module_name, custom_instructions=ctx.deps.custom_instructions),\n                tools=[read_code_components_tool, str_replace_editor_tool, generate_sub_module_documentation_tool],\n            )\n        else:\n            sub_agent = Agent(\n                model=fallback_models,\n                name=sub_module_name,\n                deps_type=CodeWikiDeps,\n                system_prompt=LEAF_SYSTEM_PROMPT.format(module_name=sub_module_name, custom_instructions=ctx.deps.custom_instructions),\n                tools=[read_code_components_tool, str_replace_editor_tool],\n            )\n\n        deps.current_module_name = sub_module_name\n        deps.path_to_current_module.append(sub_module_name)\n        deps.current_depth += 1\n        # log the current module tree\n        # print(f\"Current module tree: {json.dumps(deps.module_tree, indent=4)}\")\n\n        result = await sub_agent.run(\n            format_user_prompt(\n                module_name=deps.current_module_name,\n                core_component_ids=core_component_ids,\n                components=ctx.deps.components,\n                module_tree=ctx.deps.module_tree,\n            ),\n            deps=ctx.deps\n        )\n\n        # remove the sub-module name from the path to current module and the module tree\n        deps.path_to_current_module.pop()\n        deps.current_depth -= 1\n\n    # restore the previous module name\n    deps.current_module_name = previous_module_name\n\n    return f\"Generate successfully. Documentations: {', '.join([key + '.md' for key in sub_module_specs.keys()])} are saved in the working directory.\"",
-    "start_line": 16,
-    "end_line": 91,
-    "has_docstring": true,
-    "docstring": "Delegate documentation generation of sub-modules to sub-agents. Each sub-module will be documented separately.\n\nArgs:\n    sub_module_specs: A dictionary mapping sub-module names to their core component IDs. \n        Example: {\"authentication\": [\"auth_handler.py::AuthHandler\", \"auth_middleware.py::verify_token\"], \"database\": [\"db_client.py::DBClient\", \"models.py::UserModel\"]}\n        Each key is a descriptive sub-module name, and the value is a list of component IDs from the current module's core components that belong to that sub-module.",
-    "parameters": [
-      "ctx",
-      "sub_module_specs"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function generate_sub_module_documentation",
-    "component_id": "codewiki\\src\\be\\agent_tools\\generate_sub_module_documentations.py::generate_sub_module_documentation",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components": {
-    "id": "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components",
-    "name": "read_code_components",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\read_code_components.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\read_code_components.py",
-    "depends_on": [],
-    "source_code": "async def read_code_components(ctx: RunContext[CodeWikiDeps], component_ids: list[str]) -> str:\n    \"\"\"Read the code of a given component id\n\n    Args:\n        component_ids: The ids of the components to read, e.g. [\"sweagent/types.py::AgentRunResult\", \"auth/middleware.py::verify_token\"] where the part before :: is the file path and the part after :: is the component name\n    \"\"\"\n\n    results = []\n\n    for component_id in component_ids:\n        if component_id not in ctx.deps.components:\n            results.append(f\"# Component {component_id} not found\")\n        else:\n            results.append(f\"# Component {component_id}:\\n{ctx.deps.components[component_id].source_code.strip()}\\n\\n\")\n\n    return \"\\n\".join(results)",
-    "start_line": 5,
-    "end_line": 20,
-    "has_docstring": true,
-    "docstring": "Read the code of a given component id\n\nArgs:\n    component_ids: The ids of the components to read, e.g. [\"sweagent/types.py::AgentRunResult\", \"auth/middleware.py::verify_token\"] where the part before :: is the file path and the part after :: is the component name",
-    "parameters": [
-      "ctx",
-      "component_ids"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function read_code_components",
-    "component_id": "codewiki\\src\\be\\agent_tools\\read_code_components.py::read_code_components",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string",
-    "name": "_coerce_json_string",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [],
-    "source_code": "def _coerce_json_string(value):\n    \"\"\"Coerce a JSON encoded string to its parsed Python value before pydantic\n    strict validation runs. No op on already typed values.\n\n    Some local models routed through OpenAI compatible endpoints (LiteLLM,\n    vLLM, Ollama, etc.) emit list and int tool args as JSON encoded strings\n    (e.g. `\"[1, 50]\"` instead of `[1, 50]`) which strict pydantic validation\n    rejects. This validator parses them so the tool accepts both shapes.\n    Anthropic native API users are unaffected because they already emit\n    structured values.\n    \"\"\"\n    if isinstance(value, str):\n        try:\n            return json.loads(value)\n        except ValueError:\n            pass\n    return value",
-    "start_line": 29,
-    "end_line": 45,
-    "has_docstring": true,
-    "docstring": "Coerce a JSON encoded string to its parsed Python value before pydantic\nstrict validation runs. No op on already typed values.\n\nSome local models routed through OpenAI compatible endpoints (LiteLLM,\nvLLM, Ollama, etc.) emit list and int tool args as JSON encoded strings\n(e.g. `\"[1, 50]\"` instead of `[1, 50]`) which strict pydantic validation\nrejects. This validator parses them so the tool accepts both shapes.\nAnthropic native API users are unaffected because they already emit\nstructured values.",
-    "parameters": [
-      "value"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _coerce_json_string",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_coerce_json_string",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
-    "name": "maybe_truncate",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [],
-    "source_code": "def maybe_truncate(content: str, truncate_after: Optional[int] = MAX_RESPONSE_LEN):\n    \"\"\"Truncate content and append a notice if content exceeds the specified length.\"\"\"\n    return (\n        content\n        if not truncate_after or len(content) <= truncate_after\n        else content[:truncate_after] + TRUNCATED_MESSAGE\n    )",
-    "start_line": 87,
-    "end_line": 93,
-    "has_docstring": true,
-    "docstring": "Truncate content and append a notice if content exceeds the specified length.",
-    "parameters": [
-      "content",
-      "truncate_after"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function maybe_truncate",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error",
-    "name": "Flake8Error",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [],
-    "source_code": "class Flake8Error:\n    \"\"\"A class to represent a single flake8 error\"\"\"\n\n    def __init__(self, filename: str, line_number: int, col_number: int, problem: str):\n        self.filename = filename\n        self.line_number = line_number\n        self.col_number = col_number\n        self.problem = problem\n\n    @classmethod\n    def from_line(cls, line: str):\n        try:\n            prefix, _sep, problem = line.partition(\": \")\n            filename, line_number, col_number = prefix.split(\":\")\n        except (ValueError, IndexError) as e:\n            msg = f\"Invalid flake8 error line: {line}\"\n            raise ValueError(msg) from e\n        return cls(filename, int(line_number), int(col_number), problem)\n\n    def __eq__(self, other):\n        if not isinstance(other, Flake8Error):\n            return NotImplemented\n        return (\n            self.filename == other.filename\n            and self.line_number == other.line_number\n            and self.col_number == other.col_number\n            and self.problem == other.problem\n        )\n\n    def __repr__(self):\n        return f\"Flake8Error(filename={self.filename}, line_number={self.line_number}, col_number={self.col_number}, problem={self.problem})\"",
-    "start_line": 96,
-    "end_line": 126,
-    "has_docstring": true,
-    "docstring": "A class to represent a single flake8 error",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class Flake8Error",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors",
-    "name": "_update_previous_errors",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Flake8Error"
-    ],
-    "source_code": "def _update_previous_errors(\n    previous_errors: List[Flake8Error], replacement_window: Tuple[int, int], replacement_n_lines: int\n) -> List[Flake8Error]:\n    \"\"\"Update the line numbers of the previous errors to what they would be after the edit window.\n    This is a helper function for `_filter_previous_errors`.\n\n    All previous errors that are inside of the edit window should not be ignored,\n    so they are removed from the previous errors list.\n\n    Args:\n        previous_errors: list of errors with old line numbers\n        replacement_window: the window of the edit/lines that will be replaced\n        replacement_n_lines: the number of lines that will be used to replace the text\n\n    Returns:\n        list of errors with updated line numbers\n    \"\"\"\n    updated = []\n    lines_added = replacement_n_lines - (replacement_window[1] - replacement_window[0] + 1)\n    for error in previous_errors:\n        if error.line_number < replacement_window[0]:\n            # no need to adjust the line number\n            updated.append(error)\n            continue\n        if replacement_window[0] <= error.line_number <= replacement_window[1]:\n            # The error is within the edit window, so let's not ignore it\n            # either way (we wouldn't know how to adjust the line number anyway)\n            continue\n        # We're out of the edit window, so we need to adjust the line number\n        updated.append(Flake8Error(error.filename, error.line_number + lines_added, error.col_number, error.problem))\n    return updated",
-    "start_line": 129,
-    "end_line": 159,
-    "has_docstring": true,
-    "docstring": "Update the line numbers of the previous errors to what they would be after the edit window.\nThis is a helper function for `_filter_previous_errors`.\n\nAll previous errors that are inside of the edit window should not be ignored,\nso they are removed from the previous errors list.\n\nArgs:\n    previous_errors: list of errors with old line numbers\n    replacement_window: the window of the edit/lines that will be replaced\n    replacement_n_lines: the number of lines that will be used to replace the text\n\nReturns:\n    list of errors with updated line numbers",
-    "parameters": [
-      "previous_errors",
-      "replacement_window",
-      "replacement_n_lines"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _update_previous_errors",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
-    "name": "format_flake8_output",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::_update_previous_errors"
-    ],
-    "source_code": "def format_flake8_output(\n    input_string: str,\n    show_line_numbers: bool = False,\n    *,\n    previous_errors_string: str = \"\",\n    replacement_window: Optional[Tuple[int, int]] = None,\n    replacement_n_lines: Optional[int] = None,\n) -> str:\n    \"\"\"Filter flake8 output for previous errors and print it for a given file.\n\n    Args:\n        input_string: The flake8 output as a string\n        show_line_numbers: Whether to show line numbers in the output\n        previous_errors_string: The previous errors as a string\n        replacement_window: The window of the edit (lines that will be replaced)\n        replacement_n_lines: The number of lines used to replace the text\n\n    Returns:\n        The filtered flake8 output as a string\n    \"\"\"\n    # print(f\"Replacement window: {replacement_window}\")\n    # print(\"Replacement n lines:\", replacement_n_lines)\n    # print(\"Previous errors string:\", previous_errors_string)\n    # print(\"Input string:\", input_string)\n    errors = [Flake8Error.from_line(line.strip()) for line in input_string.split(\"\\n\") if line.strip()]\n    # print(f\"New errors before filtering: {errors=}\")\n    lines = []\n    if previous_errors_string:\n        assert replacement_window is not None\n        assert replacement_n_lines is not None\n        previous_errors = [\n            Flake8Error.from_line(line.strip()) for line in previous_errors_string.split(\"\\n\") if line.strip()\n        ]\n        # print(f\"Previous errors before updating: {previous_errors=}\")\n        previous_errors = _update_previous_errors(previous_errors, replacement_window, replacement_n_lines)\n        # print(f\"Previous errors after updating: {previous_errors=}\")\n        errors = [error for error in errors if error not in previous_errors]\n        # Sometimes new errors appear above the replacement window that were 'shadowed' by the previous errors\n        # they still clearly aren't caused by the edit.\n        errors = [error for error in errors if error.line_number >= replacement_window[0]]\n        # print(f\"New errors after filtering: {errors=}\")\n    for error in errors:\n        if not show_line_numbers:\n            lines.append(f\"- {error.problem}\")\n        else:\n            lines.append(f\"- line {error.line_number} col {error.col_number}: {error.problem}\")\n    return \"\\n\".join(lines)",
-    "start_line": 162,
-    "end_line": 208,
-    "has_docstring": true,
-    "docstring": "Filter flake8 output for previous errors and print it for a given file.\n\nArgs:\n    input_string: The flake8 output as a string\n    show_line_numbers: Whether to show line numbers in the output\n    previous_errors_string: The previous errors as a string\n    replacement_window: The window of the edit (lines that will be replaced)\n    replacement_n_lines: The number of lines used to replace the text\n\nReturns:\n    The filtered flake8 output as a string",
-    "parameters": [
-      "input_string",
-      "show_line_numbers"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function format_flake8_output",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8",
-    "name": "flake8",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [],
-    "source_code": "def flake8(file_path: str) -> str:\n    \"\"\"Run flake8 on a given file and return the output as a string\"\"\"\n    if Path(file_path).suffix != \".py\":\n        return \"\"\n    cmd = \"flake8 --isolated --select=F821,F822,F831,E111,E112,E113,E999,E902 {file_path}\"\n    # don't use capture_output because it's not compatible with python3.6\n    out = subprocess.run(cmd.format(file_path=file_path), shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n    # Use errors=\"replace\" so non-UTF-8 bytes (e.g. GBK-encoded paths on Windows) don't crash decoding.\n    return out.stdout.decode(\"utf-8\", errors=\"replace\")",
-    "start_line": 211,
-    "end_line": 219,
-    "has_docstring": true,
-    "docstring": "Run flake8 on a given file and return the output as a string",
-    "parameters": [
-      "file_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function flake8",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
-    "name": "Filemap",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [],
-    "source_code": "class Filemap:\n    def show_filemap(self, file_contents: str, encoding: str = \"utf8\"):\n        import warnings\n        from tree_sitter_languages import get_language, get_parser\n\n        warnings.simplefilter(\"ignore\", category=FutureWarning)\n\n        parser = get_parser(\"python\")\n        language = get_language(\"python\")\n\n        tree = parser.parse(bytes(file_contents.encode(encoding, errors=\"replace\")))\n\n        # See https://tree-sitter.github.io/tree-sitter/using-parsers#pattern-matching-with-queries.\n        query = language.query(\"\"\"\n        (function_definition\n        body: (_) @body)\n        \"\"\")\n\n        # TODO: consider special casing docstrings such that they are not elided. This\n        # could be accomplished by checking whether `body.text.decode('utf8')` starts\n        # with `\"\"\"` or `'''`.\n        elide_line_ranges = [\n            (node.start_point[0], node.end_point[0])\n            for node, _ in query.captures(tree.root_node)\n            # Only elide if it's sufficiently long\n            if node.end_point[0] - node.start_point[0] >= 5\n        ]\n        # Note that tree-sitter line numbers are 0-indexed, but we display 1-indexed.\n        elide_lines = {line for start, end in elide_line_ranges for line in range(start, end + 1)}\n        elide_messages = [(start, f\"... eliding lines {start+1}-{end+1} ...\") for start, end in elide_line_ranges]\n        out = []\n        for i, line in sorted(\n            elide_messages + [(i, line) for i, line in enumerate(file_contents.splitlines()) if i not in elide_lines]\n        ):\n            out.append(f\"{i+1:6d} {line}\")\n        return \"\\n\".join(out)",
-    "start_line": 222,
-    "end_line": 257,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class Filemap",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
-    "name": "WindowExpander",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [],
-    "source_code": "class WindowExpander:\n    def __init__(self, suffix: str = \"\"):\n        \"\"\"Try to expand viewports to include whole functions, classes, etc. rather than\n        using fixed line windows.\n\n        Args:\n            suffix: Filename suffix\n        \"\"\"\n        self.suffix = suffix\n        if self.suffix:\n            assert self.suffix.startswith(\".\")\n\n    def _find_breakpoints(self, lines: List[str], current_line: int, direction=1, max_added_lines: int = 30) -> int:\n        \"\"\"Returns 1-based line number of breakpoint. This line is meant to still be included in the viewport.\n\n        Args:\n            lines: List of lines of the file\n            current_line: 1-based line number of the current viewport\n            direction: 1 for down, -1 for up\n            max_added_lines: Maximum number of lines to extend\n\n        Returns:\n            1-based line number of breakpoint. This line is meant to still be included in the viewport.\n        \"\"\"\n        assert 1 <= current_line <= len(lines)\n        assert 0 <= max_added_lines\n\n        # 1. Find line range that we want to search for breakpoints in\n\n        if direction == 1:\n            # down\n            if current_line == len(lines):\n                # already last line, can't extend down\n                return current_line\n            iter_lines = range(current_line, 1 + min(current_line + max_added_lines, len(lines)))\n        elif direction == -1:\n            # up\n            if current_line == 1:\n                # already first line, can't extend up\n                return current_line\n            iter_lines = range(current_line, -1 + max(current_line - max_added_lines, 1), -1)\n        else:\n            msg = f\"Invalid direction {direction}\"\n            raise ValueError(msg)\n\n        # 2. Find the best breakpoint in the line range\n\n        # Every condition gives a score, the best score is the best breakpoint\n        best_score = 0\n        best_breakpoint = current_line\n        for i_line in iter_lines:\n            next_line = None\n            line = lines[i_line - 1]\n            if i_line + direction in iter_lines:\n                next_line = lines[i_line + direction - 1]\n            score = 0\n            if line == \"\":\n                score = 1\n                if next_line == \"\":\n                    # Double new blank line:\n                    score = 2\n            if self.suffix == \".py\" and any(\n                re.match(regex, line) for regex in [r\"^\\s*def\\s+\", r\"^\\s*class\\s+\", r\"^\\s*@\"]\n            ):\n                # We include decorators here, because they are always on top of the function/class definition\n                score = 3\n            if score > best_score:\n                best_score = score\n                best_breakpoint = i_line\n                if direction == 1 and i_line != current_line:\n                    best_breakpoint -= 1\n            if i_line == 1 or i_line == len(lines):\n                score = 3\n                if score > best_score:\n                    best_score = score\n                    best_breakpoint = i_line\n            # print(f\"Score {score} for line {i_line} ({line})\")\n\n        # print(f\"Best score {best_score} for line {best_breakpoint} ({lines[best_breakpoint-1]})\")\n        if direction == 1 and best_breakpoint < current_line or direction == -1 and best_breakpoint > current_line:\n            # We don't want to shrink the view port, so we return the current line\n            return current_line\n\n        return best_breakpoint\n\n    def expand_window(self, lines: List[str], start: int, stop: int, max_added_lines: int) -> Tuple[int, int]:\n        \"\"\"\n\n        Args:\n            lines: All lines of the file\n            start: 1-based line number of the start of the viewport\n            stop: 1-based line number of the end of the viewport\n            max_added_lines: Maximum number of lines to extend (separately for each side)\n\n        Returns:\n            Tuple of 1-based line numbers of the start and end of the viewport.\n            Both inclusive.\n        \"\"\"\n        # print(\"Input:\", start, stop)\n        assert 1 <= start <= stop <= len(lines), (start, stop, len(lines))\n        if max_added_lines <= 0:\n            # Already at max range, no expansion\n            return start, stop\n        new_start = self._find_breakpoints(lines, start, direction=-1, max_added_lines=max_added_lines)\n        new_stop = self._find_breakpoints(lines, stop, direction=1, max_added_lines=max_added_lines)\n        # print(f\"Expanded window is {new_start} to {new_stop}\")\n        assert new_start <= new_stop, (new_start, new_stop)\n        assert new_start <= start, (new_start, start)\n        assert start - new_start <= max_added_lines, (start, new_start)\n        assert new_stop >= stop, (new_stop, stop)\n        assert new_stop - stop <= max_added_lines, (new_stop, stop)\n        return new_start, new_stop",
-    "start_line": 260,
-    "end_line": 371,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class WindowExpander",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool",
-    "name": "EditTool",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::WindowExpander",
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::Filemap",
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::maybe_truncate",
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::format_flake8_output",
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::flake8"
-    ],
-    "source_code": "class EditTool:\n    \"\"\"\n    An filesystem editor tool that allows the agent to view, create, and edit files.\n    The tool parameters are defined by Anthropic and are not editable.\n    \"\"\"\n\n    name = \"str_replace_editor\"\n\n    def __init__(self, REGISTRY, absolute_docs_path=None):\n        super().__init__()\n        self._encoding = None\n        self.REGISTRY = REGISTRY\n        self.logs = []\n        self.absolute_docs_path = Path(absolute_docs_path) if absolute_docs_path else None\n\n    def _get_display_path(self, path: Path) -> str:\n        \"\"\"Get path for display purposes - relative to absolute_docs_path if available\"\"\"\n        if self.absolute_docs_path and path.is_absolute():\n            try:\n                return str(path.relative_to(self.absolute_docs_path))\n            except ValueError:\n                # Path is not under absolute_docs_path, return as-is\n                return str(path)\n        return str(path)\n\n    @property\n    def _file_history(self):\n        return defaultdict(list, json.loads(self.REGISTRY.get(\"file_history\", \"{}\")))\n\n    @_file_history.setter\n    def _file_history(self, value: dict):\n        self.REGISTRY[\"file_history\"] = json.dumps(value)\n\n    def __call__(\n        self,\n        *,\n        command: Command,\n        path: str,\n        file_text: Optional[str] = None,\n        view_range: Optional[List[int]] = None,\n        old_str: Optional[str] = None,\n        new_str: Optional[str] = None,\n        insert_line: Optional[int] = None,\n        **kwargs,\n    ):\n        _path = Path(path)\n        if not self.validate_path(command, _path):\n            return\n        if command == \"view\":\n            return self.view(_path, view_range)\n        elif command == \"create\":\n            if file_text is None:\n                self.logs.append(\"Parameter `file_text` is required for command: create\")\n                return\n            self.create_file(_path, file_text)\n            return None\n        elif command == \"str_replace\":\n            if old_str is None:\n                self.logs.append(\"Parameter `old_str` is required for command: str_replace\")\n                return\n            return self.str_replace(_path, old_str, new_str)\n        elif command == \"insert\":\n            if insert_line is None:\n                self.logs.append(\"Parameter `insert_line` is required for command: insert\")\n                return\n            if new_str is None:\n                self.logs.append(\"Parameter `new_str` is required for command: insert\")\n                return\n            return self.insert(_path, insert_line, new_str)\n        elif command == \"undo_edit\":\n            return self.undo_edit(_path)\n        self.logs.append(\n            f'Unrecognized command {command}. The allowed commands for the {self.name} tool are: \"view\", \"create\", \"str_replace\", \"insert\", \"undo_edit\"'\n        )\n        return\n\n    def validate_path(self, command: str, path: Path):\n        \"\"\"\n        Check that the path/command combination is valid.\n        \"\"\"\n        # Check if its an absolute path\n        if not path.is_absolute():\n            suggested_path = Path.cwd() / path\n            self.logs.append(\n                f\"The path {self._get_display_path(path)} is not an absolute path, it should start with `/`. Maybe you meant {self._get_display_path(suggested_path)}?\"\n            )\n            return False\n        # Check if path exists\n        if not path.exists() and command != \"create\":\n            self.logs.append(f\"The path {self._get_display_path(path)} does not exist. Please provide a valid path.\")\n            return False\n        if path.exists() and command == \"create\":\n            self.logs.append(f\"File already exists at: {self._get_display_path(path)}. Cannot overwrite files using command `create`.\")\n            return False\n        # Check if the path points to a directory\n        if path.is_dir():\n            if command != \"view\":\n                self.logs.append(f\"The path {self._get_display_path(path)} is a directory and only the `view` command can be used on directories\")\n                return False\n        return True\n\n    def create_file(self, path: Path, file_text: str):\n        if not path.parent.exists():\n            self.logs.append(f\"The parent directory {self._get_display_path(path.parent)} does not exist. Please create it first.\")\n            return\n        self.write_file(path, file_text)\n        self._file_history[path].append(file_text)\n        self.logs.append(f\"File created successfully at: {self._get_display_path(path)}\")\n\n    def view(self, path: Path, view_range: Optional[List[int]] = None):\n        \"\"\"Implement the view command\"\"\"\n        if path.is_dir():\n            if view_range:\n                self.logs.append(\"The `view_range` parameter is not allowed when `path` points to a directory.\")\n                return\n\n            out = subprocess.run(\n                rf\"find {path} -maxdepth 2 -not -path '*/\\.*'\",\n                shell=True,\n                stdout=subprocess.PIPE,\n                stderr=subprocess.PIPE,\n            )\n            # Use errors=\"replace\" so non-UTF-8 bytes (e.g. GBK-encoded filenames on Windows) don't crash decoding.\n            stdout = out.stdout.decode(\"utf-8\", errors=\"replace\")\n            stderr = out.stderr.decode(\"utf-8\", errors=\"replace\")\n\n            if not stderr:\n                stdout = stdout.replace(str(path), self._get_display_path(path))\n                stdout = f\"Here's the files and directories up to 2 levels deep in {self._get_display_path(path)}, excluding hidden items:\\n{stdout}\\n\"\n                self.logs.append(stdout)\n            return\n\n        file_content = self.read_file(path)\n        if view_range:\n            if len(view_range) != 2 or not all(isinstance(i, int) for i in view_range):\n                self.logs.append(\"Invalid `view_range`. It should be a list of two integers.\")\n                return\n            file_lines = file_content.split(\"\\n\")\n            n_lines_file = len(file_lines)\n            init_line, final_line = view_range\n            if init_line < 1 or init_line > n_lines_file:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its first element `{init_line}` should be within the range of lines of the file: {[1, n_lines_file]}\"\n                )\n                return\n            if final_line > n_lines_file:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its second element `{final_line}` should be smaller than the number of lines in the file: `{n_lines_file}`\"\n                )\n                return\n            if final_line != -1 and final_line < init_line:\n                self.logs.append(\n                    f\"Invalid `view_range`: {view_range}. Its second element `{final_line}` should be larger or equal than its first `{init_line}`\"\n                )\n                return\n\n            if final_line == -1:\n                final_line = n_lines_file\n\n            # Expand the viewport to include the whole function or class\n            init_line, final_line = WindowExpander(suffix=path.suffix).expand_window(\n                file_lines, init_line, final_line, max_added_lines=MAX_WINDOW_EXPANSION_VIEW\n            )\n\n            file_content = \"\\n\".join(file_lines[init_line - 1 : final_line])\n        else:\n            if path.suffix == \".py\" and len(file_content) > MAX_RESPONSE_LEN and USE_FILEMAP:\n                try:\n                    filemap = Filemap().show_filemap(file_content, encoding=self._encoding or \"utf-8\")\n                except Exception:\n                    # If we fail to show the filemap, just show the truncated file content\n                    pass\n                else:\n                    self.logs.append(\n                        \"<NOTE>This file is too large to display entirely. Showing abbreviated version. \"\n                        \"Please use `str_replace_editor view` with the `view_range` parameter to show selected lines next.</NOTE>\"\n                    )\n                    filemap = maybe_truncate(filemap.expandtabs())\n                    self.logs.append(filemap)\n                    self.logs.append(\n                        \"<IMPORTANT><NOTE>The above file has been abbreviated. Please use `str_replace editor view` with `view_range` to look at relevant files in detail.</NOTE></IMPORTANT>\"\n                    )\n                    return\n            # Else just show\n            init_line = 1\n\n        # init_line is 1-based\n        self.logs.append(self._make_output(file_content, self._get_display_path(path), init_line=init_line))\n\n    def str_replace(self, path: Path, old_str: str, new_str: Optional[str]):\n        \"\"\"Implement the str_replace command, which replaces old_str with new_str in the file content\"\"\"\n        # Read the file content\n        file_content = self.read_file(path).expandtabs()\n        old_str = old_str.expandtabs()\n        new_str = new_str.expandtabs() if new_str is not None else \"\"\n\n        # Check if old_str is unique in the file\n        occurrences = file_content.count(old_str)\n        if occurrences == 0:\n            self.logs.append(f\"No replacement was performed, old_str `{old_str}` did not appear verbatim in {self._get_display_path(path)}.\")\n            return\n        elif occurrences > 1:\n            file_content_lines = file_content.split(\"\\n\")\n            lines = [idx + 1 for idx, line in enumerate(file_content_lines) if old_str in line]\n            self.logs.append(\n                f\"No replacement was performed. Multiple occurrences of old_str `{old_str}` in lines {lines}. Please ensure it is unique\"\n            )\n            return\n\n        if new_str == old_str:\n            self.logs.append(f\"No replacement was performed, old_str `{old_str}` is the same as new_str `{new_str}`.\")\n            return\n\n        pre_edit_lint = \"\"\n        if USE_LINTER:\n            try:\n                pre_edit_lint = flake8(str(path))\n            except Exception as e:\n                self.logs.append(f\"Warning: Failed to run pre-edit linter on {path}: {e}\")\n\n        # Replace old_str with new_str\n        new_file_content = file_content.replace(old_str, new_str)\n\n        # Write the new content to the file\n        self.write_file(path, new_file_content)\n\n        post_edit_lint = \"\"\n        if USE_LINTER:\n            try:\n                post_edit_lint = flake8(str(path))\n            except Exception as e:\n                self.logs.append(f\"Warning: Failed to run post-edit linter on {path}: {e}\")\n\n        epilogue = \"\"\n        if post_edit_lint:\n            ...\n            replacement_window_start_line = file_content.split(old_str)[0].count(\"\\n\") + 1\n            replacement_lines = len(new_str.split(\"\\n\"))\n            replacement_window_end_line = replacement_window_start_line + replacement_lines - 1\n            replacement_window = (replacement_window_start_line, replacement_window_end_line)\n            errors = format_flake8_output(\n                post_edit_lint,\n                previous_errors_string=pre_edit_lint,\n                replacement_window=replacement_window,\n                replacement_n_lines=replacement_lines,\n            )\n            if errors.strip():\n                epilogue = LINT_WARNING_TEMPLATE.format(errors=errors)\n\n        # Save the content to history\n        self._file_history[path].append(file_content)\n\n        # Create a snippet of the edited section\n        replacement_line = file_content.split(old_str)[0].count(\"\\n\")\n        start_line = max(1, replacement_line - SNIPPET_LINES)\n        end_line = min(replacement_line + SNIPPET_LINES + new_str.count(\"\\n\"), len(new_file_content.splitlines()))\n        start_line, end_line = WindowExpander(suffix=path.suffix).expand_window(\n            new_file_content.split(\"\\n\"), start_line, end_line, max_added_lines=MAX_WINDOW_EXPANSION_EDIT_CONFIRM\n        )\n        snippet = \"\\n\".join(new_file_content.split(\"\\n\")[start_line - 1 : end_line])\n\n        # Prepare the success message\n        success_msg = f\"The file {self._get_display_path(path)} has been edited. \"\n        success_msg += self._make_output(snippet, f\"a snippet of {self._get_display_path(path)}\", start_line)\n        success_msg += \"Review the changes and make sure they are as expected. Edit the file again if necessary.\"\n        success_msg += epilogue\n\n        self.logs.append(success_msg)\n\n    def insert(self, path: Path, insert_line: int, new_str: str):\n        \"\"\"Implement the insert command, which inserts new_str at the specified line in the file content.\"\"\"\n        file_text = self.read_file(path).expandtabs()\n        new_str = new_str.expandtabs()\n        file_text_lines = file_text.split(\"\\n\")\n        n_lines_file = len(file_text_lines)\n\n        if insert_line < 0 or insert_line > n_lines_file:\n            self.logs.append(\n                f\"Invalid `insert_line` parameter: {insert_line}. It should be within the range of lines of the file: {[0, n_lines_file]}\"\n            )\n            return\n\n        new_str_lines = new_str.split(\"\\n\")\n        new_file_text_lines = file_text_lines[:insert_line] + new_str_lines + file_text_lines[insert_line:]\n        snippet_lines = (\n            file_text_lines[max(0, insert_line - SNIPPET_LINES) : insert_line]\n            + new_str_lines\n            + file_text_lines[insert_line : insert_line + SNIPPET_LINES]\n        )\n\n        new_file_text = \"\\n\".join(new_file_text_lines)\n        snippet = \"\\n\".join(snippet_lines)\n\n        self.write_file(path, new_file_text)\n        self._file_history[path].append(file_text)\n\n        # todo: Also expand these windows\n\n        success_msg = f\"The file {self._get_display_path(path)} has been edited. \"\n        success_msg += self._make_output(\n            snippet,\n            \"a snippet of the edited file\",\n            max(1, insert_line - SNIPPET_LINES + 1),\n        )\n        success_msg += \"Review the changes and make sure they are as expected (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\"\n        self.logs.append(success_msg)\n\n    def undo_edit(self, path: Path):\n        \"\"\"Implement the undo_edit command.\"\"\"\n        if not self._file_history[path]:\n            self.logs.append(f\"No edit history found for {self._get_display_path(path)}.\")\n            return\n\n        old_text = self._file_history[path].pop()\n        self.write_file(path, old_text)\n\n        self.logs.append(f\"Last edit to {self._get_display_path(path)} undone successfully. {self._make_output(old_text, self._get_display_path(path))}\")\n\n    def read_file(self, path: Path):\n        \"\"\"Read the content of a file from a given path; raise a ToolError if an error occurs.\"\"\"\n        encodings = [\n            (None, None),\n            (\"utf-8\", None),\n            (\"latin-1\", None),\n            (\"utf-8\", \"replace\"),\n        ]\n        exception = None\n        for self._encoding, errors in encodings:\n            try:\n                text = path.read_text(encoding=self._encoding, errors=errors)\n            except UnicodeDecodeError as e:\n                exception = e\n            else:\n                break\n        else:\n            self.logs.append(f\"Ran into UnicodeDecodeError {exception} while trying to read {self._get_display_path(path)}\")\n            return\n        return text\n\n    def write_file(self, path: Path, file: str):\n        \"\"\"Write the content of a file to a given path; raise a ToolError if an error occurs.\"\"\"\n        try:\n            path.write_text(file, encoding=self._encoding or \"utf-8\")\n        except Exception as e:\n            self.logs.append(f\"Ran into {e} while trying to write to {self._get_display_path(path)}\")\n            return\n\n    def _make_output(\n        self,\n        file_content: str,\n        file_descriptor: str,\n        init_line: int = 1,\n        expand_tabs: bool = True,\n    ):\n        \"\"\"Generate output for the CLI based on the content of a file.\"\"\"\n        file_content = maybe_truncate(file_content)\n        if expand_tabs:\n            file_content = file_content.expandtabs()\n        file_content = \"\\n\".join([f\"{i + init_line:6}\\t{line}\" for i, line in enumerate(file_content.split(\"\\n\"))])\n        return f\"Here's the result of running `cat -n` on {file_descriptor}:\\n\" + file_content + \"\\n\"",
-    "start_line": 374,
-    "end_line": 733,
-    "has_docstring": true,
-    "docstring": "An filesystem editor tool that allows the agent to view, create, and edit files.\nThe tool parameters are defined by Anthropic and are not editable.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class EditTool",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor": {
-    "id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor",
-    "name": "str_replace_editor",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "relative_path": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py",
-    "depends_on": [
-      "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool"
-    ],
-    "source_code": "async def str_replace_editor(\n    ctx: RunContext[CodeWikiDeps],\n    working_dir: Literal[\"repo\", \"docs\"],\n    command: Literal[\"view\", \"create\", \"str_replace\", \"insert\", \"undo_edit\"],\n    path: Optional[str] = None,\n    file: Optional[str] = None,\n    file_text: Optional[str] = None,\n    view_range: ViewRange = None,\n    old_str: Optional[str] = None,\n    new_str: Optional[str] = None,\n    insert_line: InsertLine = None,\n) -> str:\n    \"\"\"\n    Custom editing tool for viewing, creating and editing files\n        * State is persistent across command calls and discussions with the user\n        * If `path` is a file, `view` displays the result of applying `cat -n`. If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\n        * The `create` command cannot be used if the specified `path` already exists as a file\n        * If a `command` generates a long output, it will be truncated and marked with `<response clipped>`\n        * The `undo_edit` command will revert the last edit made to the file at `path`\n        * Only `view` command is allowed when `working_dir` is `repo`.\n\n    Args:\n        working_dir: The working directory to use. Choose `repo` to work with the repository files, or `docs` to work with the generated documentation files.\n        command: The command to run. Allowed options are: `view`, `create`, `str_replace`, `insert`, `undo_edit`.\n        path: Path to file or directory, e.g. `./chat_core.md` or `./agents/`\n        file: Alias for `path` parameter (for compatibility with some models)\n        file_text: Required parameter of `create` command, with the content of the file to be created.\n        view_range: Optional parameter of `view` command when `path` points to a file. If none is given, the full file is shown. If provided, the file will be shown in the indicated line number range, e.g. [11, 12] will show lines 11 and 12. Indexing at 1 to start. Setting `[start_line, -1]` shows all lines from `start_line` to the end of the file.\n        old_str: Required parameter of `str_replace` command containing the string in `path` to replace.\n        new_str: Optional parameter of `str_replace` command containing the new string (if not given, no string will be added). Required parameter of `insert` command containing the string to insert.\n    \"\"\"\n\n    # Handle both `path` and `file` parameters for model compatibility\n    if path is None and file is None:\n        return \"Error: Either `path` or `file` parameter must be provided.\"\n    if path is None:\n        path = file\n\n    tool = EditTool(ctx.deps.registry, ctx.deps.absolute_docs_path)\n    if working_dir == \"docs\":\n        absolute_path = str(Path(ctx.deps.absolute_docs_path) / path)\n    else:\n        absolute_path = str(Path(ctx.deps.absolute_repo_path) / path)\n\n    # validate command\n    if command != \"view\" and working_dir == \"repo\":\n        return \"The `view` command is the only allowed command when `working_dir` is `repo`.\"\n\n    tool(\n        command=command,\n        path=absolute_path,\n        file_text=file_text,\n        view_range=view_range,\n        old_str=old_str,\n        new_str=new_str,\n        insert_line=insert_line,\n    )\n\n    result = \"\\n\".join(tool.logs)\n\n    if command != \"view\" and path.endswith(\".md\"):\n        mermaid_validation = await validate_mermaid_diagrams(absolute_path, path)\n        result = result + \"\\n---------- Mermaid validation ----------\\n\" + mermaid_validation\n\n    return result",
-    "start_line": 735,
-    "end_line": 799,
-    "has_docstring": true,
-    "docstring": "Custom editing tool for viewing, creating and editing files\n    * State is persistent across command calls and discussions with the user\n    * If `path` is a file, `view` displays the result of applying `cat -n`. If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\n    * The `create` command cannot be used if the specified `path` already exists as a file\n    * If a `command` generates a long output, it will be truncated and marked with `<response clipped>`\n    * The `undo_edit` command will revert the last edit made to the file at `path`\n    * Only `view` command is allowed when `working_dir` is `repo`.\n\nArgs:\n    working_dir: The working directory to use. Choose `repo` to work with the repository files, or `docs` to work with the generated documentation files.\n    command: The command to run. Allowed options are: `view`, `create`, `str_replace`, `insert`, `undo_edit`.\n    path: Path to file or directory, e.g. `./chat_core.md` or `./agents/`\n    file: Alias for `path` parameter (for compatibility with some models)\n    file_text: Required parameter of `create` command, with the content of the file to be created.\n    view_range: Optional parameter of `view` command when `path` points to a file. If none is given, the full file is shown. If provided, the file will be shown in the indicated line number range, e.g. [11, 12] will show lines 11 and 12. Indexing at 1 to start. Setting `[start_line, -1]` shows all lines from `start_line` to the end of the file.\n    old_str: Required parameter of `str_replace` command containing the string in `path` to replace.\n    new_str: Optional parameter of `str_replace` command containing the new string (if not given, no string will be added). Required parameter of `insert` command containing the string to insert.",
-    "parameters": [
-      "ctx",
-      "working_dir",
-      "command",
-      "path",
-      "file",
-      "file_text",
-      "view_range",
-      "old_str",
-      "new_str",
-      "insert_line"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function str_replace_editor",
-    "component_id": "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::str_replace_editor",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\backend.py::is_caw_provider": {
-    "id": "codewiki\\src\\be\\backend.py::is_caw_provider",
-    "name": "is_caw_provider",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\backend.py",
-    "relative_path": "codewiki\\src\\be\\backend.py",
-    "depends_on": [],
-    "source_code": "def is_caw_provider(provider: str) -> bool:\n    \"\"\"Return True if *provider* uses caw (CLI subscription mode).\"\"\"\n    return provider in CAW_PROVIDERS",
-    "start_line": 30,
-    "end_line": 32,
-    "has_docstring": true,
-    "docstring": "Return True if *provider* uses caw (CLI subscription mode).",
-    "parameters": [
-      "provider"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_caw_provider",
-    "component_id": "codewiki\\src\\be\\backend.py::is_caw_provider",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\backend.py::LLMBackend": {
-    "id": "codewiki\\src\\be\\backend.py::LLMBackend",
-    "name": "LLMBackend",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\backend.py",
-    "relative_path": "codewiki\\src\\be\\backend.py",
-    "depends_on": [],
-    "source_code": "class LLMBackend(abc.ABC):\n    \"\"\"Abstract LLM backend used by the documentation generator.\"\"\"\n\n    @abc.abstractmethod\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,\n    ) -> str:\n        \"\"\"Single-shot text completion.\"\"\"\n\n    @abc.abstractmethod\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, \"Node\"],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        \"\"\"Run the per-module agent loop.  Returns the updated module_tree dict.\"\"\"",
-    "start_line": 35,
-    "end_line": 57,
-    "has_docstring": true,
-    "docstring": "Abstract LLM backend used by the documentation generator.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "abc.ABC"
-    ],
-    "class_name": null,
-    "display_name": "class LLMBackend",
-    "component_id": "codewiki\\src\\be\\backend.py::LLMBackend",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\backend.py::get_backend": {
-    "id": "codewiki\\src\\be\\backend.py::get_backend",
-    "name": "get_backend",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\backend.py",
-    "relative_path": "codewiki\\src\\be\\backend.py",
-    "depends_on": [
-      "codewiki\\src\\be\\caw_backend.py::CawBackend",
-      "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
-      "codewiki\\src\\be\\backend.py::is_caw_provider"
-    ],
-    "source_code": "def get_backend(config) -> \"LLMBackend\":\n    \"\"\"Return the backend instance matching ``config.provider``.\"\"\"\n    provider = getattr(config, \"provider\", \"openai-compatible\")\n    if is_caw_provider(provider):\n        from codewiki.src.be.caw_backend import CawBackend\n        return CawBackend(config)\n    from codewiki.src.be.pydantic_ai_backend import PydanticAIBackend\n    return PydanticAIBackend(config)",
-    "start_line": 60,
-    "end_line": 67,
-    "has_docstring": true,
-    "docstring": "Return the backend instance matching ``config.provider``.",
-    "parameters": [
-      "config"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_backend",
-    "component_id": "codewiki\\src\\be\\backend.py::get_backend",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider": {
-    "id": "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
-    "name": "_agent_tool_group_for_provider",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
-    "relative_path": "codewiki\\src\\be\\caw_backend.py",
-    "depends_on": [],
-    "source_code": "def _agent_tool_group_for_provider(provider: str) -> ToolGroup:\n    \"\"\"Return the caw tool group needed for a module-agent session.\"\"\"\n    if provider == \"codex\":\n        # Codex CLI 0.118+ discovers streamable-HTTP MCP servers in read-only\n        # or workspace-write sandbox mode, but cancels MCP tool calls in\n        # non-interactive `codex exec` with \"user cancelled MCP tool call\".\n        # In caw's Codex adapter, including EXEC maps the session to\n        # `--dangerously-bypass-approvals-and-sandbox`, which is currently the\n        # mode where CodeWiki's MCP tools run reliably.  Codex cannot enforce\n        # finer-grained built-in tool restrictions anyway, so prompts still\n        # direct the agent to use CodeWiki's str_replace_editor for writes.\n        return _AGENT_TOOL_GROUP | ToolGroup.EXEC\n    return _AGENT_TOOL_GROUP",
-    "start_line": 65,
-    "end_line": 77,
-    "has_docstring": true,
-    "docstring": "Return the caw tool group needed for a module-agent session.",
-    "parameters": [
-      "provider"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _agent_tool_group_for_provider",
-    "component_id": "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider": {
-    "id": "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider",
-    "name": "_resolve_caw_provider",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
-    "relative_path": "codewiki\\src\\be\\caw_backend.py",
-    "depends_on": [],
-    "source_code": "def _resolve_caw_provider(provider: str) -> str:\n    try:\n        return _CAW_PROVIDER_MAP[provider]\n    except KeyError as e:\n        raise ValueError(\n            f\"Unsupported caw provider {provider!r}. Expected one of: \"\n            f\"{sorted(_CAW_PROVIDER_MAP.keys())}\"\n        ) from e",
-    "start_line": 80,
-    "end_line": 87,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "provider"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _resolve_caw_provider",
-    "component_id": "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\caw_backend.py::_patch_codex_tool_timeout": {
-    "id": "codewiki\\src\\be\\caw_backend.py::_patch_codex_tool_timeout",
-    "name": "_patch_codex_tool_timeout",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
-    "relative_path": "codewiki\\src\\be\\caw_backend.py",
-    "depends_on": [],
-    "source_code": "def _patch_codex_tool_timeout() -> None:\n    global _CODEX_PATCH_APPLIED\n    if _CODEX_PATCH_APPLIED:\n        return\n    from caw.providers.codex import CodexSession\n\n    _orig = CodexSession._mcp_config_args\n\n    def _patched(self) -> list[str]:\n        args = list(_orig(self))\n        for srv in self._mcp_servers:\n            args += [\n                \"-c\",\n                f\"mcp_servers.{srv.name}.tool_timeout_sec={_CODEX_TOOL_TIMEOUT_SEC}\",\n            ]\n        return args\n\n    CodexSession._mcp_config_args = _patched\n    _CODEX_PATCH_APPLIED = True",
-    "start_line": 98,
-    "end_line": 116,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _patch_codex_tool_timeout",
-    "component_id": "codewiki\\src\\be\\caw_backend.py::_patch_codex_tool_timeout",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\caw_backend.py::_patched": {
-    "id": "codewiki\\src\\be\\caw_backend.py::_patched",
-    "name": "_patched",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
-    "relative_path": "codewiki\\src\\be\\caw_backend.py",
-    "depends_on": [],
-    "source_code": "    def _patched(self) -> list[str]:\n        args = list(_orig(self))\n        for srv in self._mcp_servers:\n            args += [\n                \"-c\",\n                f\"mcp_servers.{srv.name}.tool_timeout_sec={_CODEX_TOOL_TIMEOUT_SEC}\",\n            ]\n        return args",
-    "start_line": 106,
-    "end_line": 113,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "self"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _patched",
-    "component_id": "codewiki\\src\\be\\caw_backend.py::_patched",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\caw_backend.py::CawBackend": {
-    "id": "codewiki\\src\\be\\caw_backend.py::CawBackend",
-    "name": "CawBackend",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_backend.py",
-    "relative_path": "codewiki\\src\\be\\caw_backend.py",
-    "depends_on": [
-      "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\utils.py::count_tokens",
-      "codewiki\\src\\be\\caw_backend.py::_agent_tool_group_for_provider",
-      "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
-      "codewiki\\src\\be\\caw_toolkit.py::CawToolKit",
-      "codewiki\\src\\be\\utils.py::is_complex_module",
-      "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
-      "codewiki\\src\\be\\utils.py::set_main_loop",
-      "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
-      "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
-      "codewiki\\src\\be\\caw_backend.py::_resolve_caw_provider"
-    ],
-    "source_code": "class CawBackend(LLMBackend):\n    \"\"\"Routes LLM operations through the claude / codex CLI subscription.\"\"\"\n\n    def __init__(self, config: Config) -> None:\n        self._config = config\n        self._caw_provider = _resolve_caw_provider(config.provider)\n        # main_model is passed straight through; empty string → caw default.\n        self._model: str | None = config.main_model or None\n\n        # Fail loudly here rather than producing a confusing caw error mid-run.\n        cli = _CLI_BINARY[config.provider]\n        if shutil.which(cli) is None:\n            raise RuntimeError(\n                f\"Subscription mode requires the '{cli}' CLI on PATH. \"\n                f\"Install it and run '{cli} login', then try again.\"\n            )\n\n        if self._caw_provider == \"claude_code\":\n            # Prevent claude-code CLI from cancelling long sub-module recursion;\n            # setdefault preserves a user-supplied value (e.g. shell override).\n            os.environ.setdefault(\"MCP_TOOL_TIMEOUT\", \"86400000\")\n            os.environ.setdefault(\"MCP_TIMEOUT\", \"60000\")\n            logger.info(\n                \"claude-code MCP timeouts: MCP_TOOL_TIMEOUT=%s MCP_TIMEOUT=%s\",\n                os.environ[\"MCP_TOOL_TIMEOUT\"],\n                os.environ[\"MCP_TIMEOUT\"],\n            )\n\n    # ------------------------------------------------------------------\n    # Single-shot completion (clustering, parent / repo overviews)\n    # ------------------------------------------------------------------\n\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,  # unused: subscription CLIs don't expose temperature\n    ) -> str:\n        # Blocks the calling thread for the lifetime of the claude/codex\n        # subprocess.  Callers running this from an async context (e.g. the\n        # documentation_generator) accept this — there is no concurrent work\n        # to do while clustering is in flight anyway.\n        effective_model = model or self._model\n        agent = CawAgent(\n            provider=self._caw_provider,\n            model=effective_model,\n            tools=ToolGroup.READER,\n        )\n        traj = agent.completion(prompt)\n        return traj.result\n\n    # ------------------------------------------------------------------\n    # Per-module agent loop\n    # ------------------------------------------------------------------\n\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        # caw.completion shells out to a subprocess and blocks the calling\n        # thread.  Push it off the event loop so the rest of the async\n        # pipeline keeps moving.\n        # Mermaid validation goes through PythonMonkey, which binds its JS\n        # engine to the thread where it was first imported (the main\n        # thread).  caw routes MCP tool calls through a FastMCP daemon\n        # thread, so the validator would otherwise lose its event loop.\n        # Hand the main loop to utils so the worker-thread tool calls can\n        # marshal parse_mermaid_py back here.\n        set_main_loop(asyncio.get_running_loop())\n        return await asyncio.to_thread(\n            self._run_module_agent_sync,\n            module_name,\n            components,\n            core_component_ids,\n            module_path,\n            working_dir,\n        )\n\n    def _run_module_agent_sync(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n        start_depth: int = 1,\n        module_tree: Dict[str, Any] | None = None,\n    ) -> Dict[str, Any]:\n        # ``start_depth`` lets the recursion preserve max_depth across nested\n        # _run_module_agent_sync calls — each fresh deps object would otherwise\n        # reset current_depth to 1 and silently bypass max_depth guards.\n        # ``module_tree`` carries the parent's in-memory tree across the\n        # recursion.  Reloading from disk only works at the top level — by the\n        # time a sub-agent runs, the parent has staged new branches in memory\n        # but has not yet saved (save happens after agent.completion returns).\n        from codewiki.src.be.caw_toolkit import CawToolKit  # local import to avoid cycles\n\n        config = self._config\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        if module_tree is None:\n            module_tree = file_manager.load_json(module_tree_path)\n\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(\"✓ Overview docs already exists at %s\", overview_docs_path)\n            return module_tree\n        docs_path = os.path.join(working_dir, f\"{module_name}.md\")\n        if os.path.exists(docs_path):\n            logger.info(\"✓ Module docs already exists at %s\", docs_path)\n            return module_tree\n\n        custom_instructions = config.get_prompt_addition()\n\n        # Mirror PydanticAIBackend's early-cut: a module is only worth\n        # delegating to sub-agents when it spans multiple files AND has enough\n        # content to justify the cost AND we still have recursion budget.\n        # Without this gate the caw path would give every multi-file sub-module\n        # the recursive SYSTEM_PROMPT + delegation tool and fan out one extra\n        # agent call per sub-spec even when a single leaf write would suffice.\n        # See generate_sub_module_documentation_tool for the pydantic-ai\n        # equivalent.\n        _, components_with_code = format_potential_core_components(\n            core_component_ids, components\n        )\n        num_tokens = count_tokens(components_with_code)\n        can_delegate = (\n            is_complex_module(components, core_component_ids)\n            and start_depth < config.max_depth\n            and num_tokens >= config.max_token_per_leaf_module\n        )\n        logger.info(f\"Module {module_name} can delegate: {can_delegate} - is_complex_module: {is_complex_module(components, core_component_ids)} - start_depth: {start_depth} - num_tokens: {num_tokens} - max_depth: {config.max_depth} - max_token_per_leaf_module: {config.max_token_per_leaf_module}\")\n\n        if can_delegate:\n            system_prompt = format_system_prompt(module_name, custom_instructions)\n        else:\n            system_prompt = format_leaf_system_prompt(module_name, custom_instructions)\n\n        deps = CodeWikiDeps(\n            absolute_docs_path=working_dir,\n            absolute_repo_path=str(os.path.abspath(config.repo_path)),\n            registry={},\n            components=components,\n            path_to_current_module=list(module_path),\n            current_module_name=module_name,\n            module_tree=module_tree,\n            max_depth=config.max_depth,\n            current_depth=start_depth,\n            config=config,\n            custom_instructions=custom_instructions,\n        )\n\n        toolkit = CawToolKit(deps=deps, backend=self, allow_subagent=can_delegate)\n\n        agent = CawAgent(\n            provider=self._caw_provider,\n            model=self._model,\n            system_prompt=system_prompt,\n            tools=_agent_tool_group_for_provider(self._caw_provider),\n            tool_servers=[toolkit],\n        )\n\n        user_prompt = format_user_prompt(\n            module_name=module_name,\n            core_component_ids=core_component_ids,\n            components=components,\n            module_tree=deps.module_tree,\n        )\n\n        # caw forks claude / codex via subprocess.Popen without a cwd, so the\n        # child CLI inherits Python's cwd — typically the repo root where the\n        # user invoked ``codewiki``.  Codex's native ``file_change`` tool\n        # (always present under the danger-full-access sandbox EXEC requires)\n        # then resolves relative paths against that cwd, dropping the .md at\n        # the repo root.  Pin cwd to the docs output dir for the duration of\n        # the agent run so file_change lands inside ``--output``.  Reads still\n        # go through MCP tools that use absolute paths from ``deps``, so\n        # they're cwd-independent.  Safe to mutate process-wide cwd because\n        # documentation_generator processes modules sequentially and recursive\n        # _run_module_agent_sync calls chdir to the same absolute_docs_path.\n        original_cwd = os.getcwd()\n        try:\n            os.chdir(working_dir)\n            try:\n                traj = agent.completion(user_prompt)\n            finally:\n                os.chdir(original_cwd)\n            logger.info(\n                \"Module %s completed via caw (turns=%d, tool_calls=%d)\",\n                module_name,\n                traj.num_turns,\n                traj.total_tool_calls,\n            )\n            file_manager.save_json(deps.module_tree, module_tree_path)\n            return deps.module_tree\n        except Exception as e:\n            logger.error(\"Error processing module %s via caw: %s\", module_name, e)\n            raise",
-    "start_line": 123,
-    "end_line": 324,
-    "has_docstring": true,
-    "docstring": "Routes LLM operations through the claude / codex CLI subscription.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "LLMBackend"
-    ],
-    "class_name": null,
-    "display_name": "class CawBackend",
-    "component_id": "codewiki\\src\\be\\caw_backend.py::CawBackend",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\caw_toolkit.py::_heartbeat": {
-    "id": "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
-    "name": "_heartbeat",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_toolkit.py",
-    "relative_path": "codewiki\\src\\be\\caw_toolkit.py",
-    "depends_on": [],
-    "source_code": "async def _heartbeat(ctx: Context, work: asyncio.Task) -> None:\n    # Keeps the codex / claude-code CLI from cancelling the parent tool call\n    # during long sub-module recursion. Failures are swallowed — a broken\n    # heartbeat must never abort real work.\n    progress = 0\n    while not work.done():\n        await asyncio.sleep(_HEARTBEAT_INTERVAL_SEC)\n        progress += 1\n        try:\n            await ctx.report_progress(\n                progress=progress,\n                total=None,\n                message=\"sub-module generation in progress\",\n            )\n        except Exception:\n            pass",
-    "start_line": 44,
-    "end_line": 59,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "ctx",
-      "work"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _heartbeat",
-    "component_id": "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg": {
-    "id": "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
-    "name": "_coerce_json_arg",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_toolkit.py",
-    "relative_path": "codewiki\\src\\be\\caw_toolkit.py",
-    "depends_on": [],
-    "source_code": "def _coerce_json_arg(value):\n    # Some MCP/CLI bridges emit list/int tool args as JSON-encoded strings\n    # (e.g. ``\"[1, 50]\"`` instead of ``[1, 50]``).  Parity with the\n    # pydantic-ai tool path; see _coerce_json_string in str_replace_editor.py.\n    if isinstance(value, str):\n        try:\n            return json.loads(value)\n        except ValueError:\n            pass\n    return value",
-    "start_line": 62,
-    "end_line": 71,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "value"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _coerce_json_arg",
-    "component_id": "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\caw_toolkit.py::CawToolKit": {
-    "id": "codewiki\\src\\be\\caw_toolkit.py::CawToolKit",
-    "name": "CawToolKit",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\caw_toolkit.py",
-    "relative_path": "codewiki\\src\\be\\caw_toolkit.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
-      "codewiki\\src\\be\\caw_toolkit.py::_coerce_json_arg",
-      "codewiki\\src\\be\\caw_toolkit.py::_heartbeat",
-      "codewiki\\src\\be\\agent_tools\\str_replace_editor.py::EditTool"
-    ],
-    "source_code": "class CawToolKit(\n    ToolKit,\n    server_name=\"codewiki_tools\",\n    display_name=\"CodeWiki Tools\",\n):\n    \"\"\"MCP tool server exposing CodeWiki tools to a caw Agent.\"\"\"\n\n    def __init__(\n        self,\n        deps: CodeWikiDeps,\n        backend: \"CawBackend\",\n        allow_subagent: bool,\n    ) -> None:\n        self._deps = deps\n        self._backend = backend\n        self._allow_subagent = allow_subagent\n\n    # ------------------------------------------------------------------\n    # Tool: read_code_components\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Read the source code of the given component ids. \"\n            \"component_ids is a list of strings like \"\n            \"['sweagent/types.py::AgentRunResult', 'auth/middleware.py::verify_token'] \"\n            \"where the part before '::' is the file path and the part after is the component name.\"\n        )\n    )\n    async def read_code_components(self, component_ids: list[str]) -> str:\n        results = []\n        for cid in component_ids:\n            if cid not in self._deps.components:\n                results.append(f\"# Component {cid} not found\")\n            else:\n                results.append(\n                    f\"# Component {cid}:\\n\"\n                    f\"{self._deps.components[cid].source_code.strip()}\\n\\n\"\n                )\n        return \"\\n\".join(results)\n\n    # ------------------------------------------------------------------\n    # Tool: str_replace_editor\n    # Reuses the EditTool implementation + Mermaid validator from the\n    # existing module so behavior matches the pydantic-ai path exactly.\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Custom editing tool for viewing, creating and editing files.\\n\"\n            \"* If `path` is a file, `view` displays the result of applying `cat -n`. \"\n            \"If `path` is a directory, `view` lists non-hidden files and directories up to 2 levels deep.\\n\"\n            \"* The `create` command cannot be used if the specified `path` already exists as a file.\\n\"\n            \"* If a `command` generates a long output, it will be truncated and marked with `<response clipped>`.\\n\"\n            \"* The `undo_edit` command will revert the last edit made to the file at `path`.\\n\"\n            \"* Only `view` command is allowed when `working_dir` is `repo`.\"\n        )\n    )\n    async def str_replace_editor(\n        self,\n        working_dir: str,\n        command: str,\n        path: str | None = None,\n        file: str | None = None,\n        file_text: str | None = None,\n        view_range: list[int] | str | None = None,\n        old_str: str | None = None,\n        new_str: str | None = None,\n        insert_line: int | str | None = None,\n    ) -> str:\n        from codewiki.src.be.agent_tools.str_replace_editor import EditTool\n        from codewiki.src.be.utils import validate_mermaid_diagrams\n\n        # ``Literal`` annotations would be the cleanest way to constrain these,\n        # but ``from __future__ import annotations`` turns them into forward refs\n        # that FastMCP's pydantic schema rebuild cannot resolve.  Validate at\n        # call time instead so a bogus working_dir (empty string, ``\".\"``, etc.)\n        # cannot silently route writes to the repo root.\n        if working_dir not in _VALID_WORKING_DIRS:\n            return (\n                f\"Error: invalid `working_dir`={working_dir!r}. \"\n                f\"Allowed values: {list(_VALID_WORKING_DIRS)}.\"\n            )\n        if command not in _VALID_EDITOR_COMMANDS:\n            return (\n                f\"Error: invalid `command`={command!r}. \"\n                f\"Allowed values: {list(_VALID_EDITOR_COMMANDS)}.\"\n            )\n\n        if path is None and file is None:\n            return \"Error: Either `path` or `file` parameter must be provided.\"\n        if path is None:\n            path = file\n        if command != \"view\" and working_dir == \"repo\":\n            return \"The `view` command is the only allowed command when `working_dir` is `repo`.\"\n\n        # Reject absolute paths: ``Path(\"/abs/base\") / \"/abs/other\"`` resolves to\n        # ``/abs/other``, which would silently bypass ``working_dir`` and let the\n        # agent write outside the docs path.  Force the agent to pass a path\n        # relative to the chosen working_dir.\n        if os.path.isabs(path):\n            return (\n                f\"Error: `path` must be relative to `working_dir` ({working_dir!r}), \"\n                f\"got absolute path {path!r}. Pass a relative path like \"\n                f\"'module_name.md' (resolved under absolute_docs_path when \"\n                f\"working_dir='docs').\"\n            )\n\n        view_range = _coerce_json_arg(view_range)\n        insert_line = _coerce_json_arg(insert_line)\n\n        edit_tool = EditTool(self._deps.registry, self._deps.absolute_docs_path)\n\n        base_dir = (\n            self._deps.absolute_docs_path\n            if working_dir == \"docs\"\n            else self._deps.absolute_repo_path\n        )\n        absolute_path = str(Path(base_dir) / path)\n\n        # Defense in depth: even with a relative path, ``..`` segments could\n        # escape ``base_dir``.  Verify the resolved path stays inside.\n        try:\n            resolved = Path(absolute_path).resolve()\n            base_resolved = Path(base_dir).resolve()\n            resolved.relative_to(base_resolved)\n        except ValueError:\n            return (\n                f\"Error: resolved path {absolute_path!r} escapes \"\n                f\"working_dir={working_dir!r} root {base_dir!r}. \"\n                f\"Pass a path that stays inside the working directory.\"\n            )\n\n        edit_tool(\n            command=command,\n            path=absolute_path,\n            file_text=file_text,\n            view_range=view_range,\n            old_str=old_str,\n            new_str=new_str,\n            insert_line=insert_line,\n        )\n\n        result = \"\\n\".join(edit_tool.logs)\n\n        if command != \"view\" and path.endswith(\".md\"):\n            mermaid_validation = await validate_mermaid_diagrams(absolute_path, path)\n            result = result + \"\\n---------- Mermaid validation ----------\\n\" + mermaid_validation\n\n        return result\n\n    # ------------------------------------------------------------------\n    # Tool: generate_sub_module_documentation\n    # ------------------------------------------------------------------\n\n    @tool(\n        description=(\n            \"Delegate documentation generation of sub-modules to sub-agents. Each sub-module \"\n            \"is documented separately.\\n\"\n            \"sub_module_specs: a dictionary mapping sub-module names to their core component IDs. \"\n            \"Example: {'authentication': ['auth_handler.py::AuthHandler'], \"\n            \"'database': ['db_client.py::DBClient']}\"\n        )\n    )\n    async def generate_sub_module_documentation(\n        self, sub_module_specs: dict[str, list[str]], ctx: Context\n    ) -> str:\n        if not self._allow_subagent:\n            return (\n                \"generate_sub_module_documentation is NOT available for this module \"\n                \"(leaf module: single-file or below the token threshold, or max recursion \"\n                \"depth reached). DO NOT call this tool again for this module. \"\n                \"Instead, write the documentation directly with `str_replace_editor` \"\n                f\"(create command) as a single `{self._deps.current_module_name}.md` \"\n                \"file covering the provided core components inline (architecture, \"\n                \"components, diagrams, etc.) — no sub-module fan-out.\"\n            )\n\n        # Run the blocking recursion in a worker thread so the caw MCP server's\n        # event loop stays responsive while sub-agents run.  A heartbeat task\n        # emits MCP progress notifications so the CLI does not treat the long\n        # tool call as a stalled / cancelled invocation.\n        work = asyncio.create_task(\n            asyncio.to_thread(self._run_sub_modules, sub_module_specs)\n        )\n        heartbeat = asyncio.create_task(_heartbeat(ctx, work))\n        try:\n            return await work\n        finally:\n            heartbeat.cancel()\n            with contextlib.suppress(asyncio.CancelledError):\n                await heartbeat\n\n    # ------------------------------------------------------------------\n    # Internal: synchronous recursion driver\n    # ------------------------------------------------------------------\n\n    def _run_sub_modules(self, sub_module_specs: dict[str, list[str]]) -> str:\n        deps = self._deps\n        previous_module_name = deps.current_module_name\n\n        # Add sub-modules to the in-memory module tree.\n        value = deps.module_tree\n        for key in deps.path_to_current_module:\n            value = value[key][\"children\"]\n        for sub_name, core_ids in sub_module_specs.items():\n            value[sub_name] = {\"components\": core_ids, \"children\": {}}\n\n        try:\n            for sub_name, core_ids in sub_module_specs.items():\n                indent = \"  \" * deps.current_depth\n                arrow = \"└─\" if deps.current_depth > 0 else \"→\"\n                logger.info(\"%s%s Generating documentation for sub-module: %s\", indent, arrow, sub_name)\n\n                deps.current_module_name = sub_name\n                deps.path_to_current_module.append(sub_name)\n                deps.current_depth += 1\n                try:\n                    # Spawn a fresh caw session for the sub-module.  We already\n                    # run inside a worker thread (started by the parent tool\n                    # call), so call the sync entry point directly to avoid\n                    # double-wrapping.  ``start_depth`` carries the parent's\n                    # depth so the sub-agent's max_depth guard stays accurate.\n                    self._backend._run_module_agent_sync(\n                        module_name=sub_name,\n                        components=deps.components,\n                        core_component_ids=core_ids,\n                        module_path=list(deps.path_to_current_module),\n                        working_dir=deps.absolute_docs_path,\n                        start_depth=deps.current_depth,\n                        module_tree=deps.module_tree,\n                    )\n                finally:\n                    deps.path_to_current_module.pop()\n                    deps.current_depth -= 1\n        finally:\n            deps.current_module_name = previous_module_name\n\n        return (\n            \"Generate successfully. Documentations: \"\n            + \", \".join(key + \".md\" for key in sub_module_specs.keys())\n            + \" are saved in the working directory.\"\n        )",
-    "start_line": 74,
-    "end_line": 316,
-    "has_docstring": true,
-    "docstring": "MCP tool server exposing CodeWiki tools to a caw Agent.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "ToolKit"
-    ],
-    "class_name": null,
-    "display_name": "class CawToolKit",
-    "component_id": "codewiki\\src\\be\\caw_toolkit.py::CawToolKit",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components": {
-    "id": "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
-    "name": "format_potential_core_components",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\cluster_modules.py",
-    "relative_path": "codewiki\\src\\be\\cluster_modules.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::warning"
-    ],
-    "source_code": "def format_potential_core_components(leaf_nodes: List[str], components: Dict[str, Node]) -> tuple[str, str]:\n    \"\"\"\n    Format the potential core components into a string that can be used in the prompt.\n    \"\"\"\n    # Filter out any invalid leaf nodes that don't exist in components\n    valid_leaf_nodes = []\n    for leaf_node in leaf_nodes:\n        if leaf_node in components:\n            valid_leaf_nodes.append(leaf_node)\n        else:\n            logger.warning(f\"Skipping invalid leaf node '{leaf_node}' - not found in components\")\n    \n    #group leaf nodes by file\n    leaf_nodes_by_file = defaultdict(list)\n    for leaf_node in valid_leaf_nodes:\n        leaf_nodes_by_file[components[leaf_node].relative_path].append(leaf_node)\n\n    potential_core_components = \"\"\n    potential_core_components_with_code = \"\"\n    for file, leaf_nodes in dict(sorted(leaf_nodes_by_file.items())).items():\n        potential_core_components += f\"# {file}\\n\"\n        potential_core_components_with_code += f\"# {file}\\n\"\n        for leaf_node in leaf_nodes:\n            potential_core_components += f\"\\t{leaf_node}\\n\"\n            potential_core_components_with_code += f\"\\t{leaf_node}\\n\"\n            potential_core_components_with_code += f\"{components[leaf_node].source_code}\\n\"\n\n    return potential_core_components, potential_core_components_with_code",
-    "start_line": 16,
-    "end_line": 43,
-    "has_docstring": true,
-    "docstring": "Format the potential core components into a string that can be used in the prompt.",
-    "parameters": [
-      "leaf_nodes",
-      "components"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function format_potential_core_components",
-    "component_id": "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count": {
-    "id": "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
-    "name": "get_clustering_input_token_count",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\cluster_modules.py",
-    "relative_path": "codewiki\\src\\be\\cluster_modules.py",
-    "depends_on": [
-      "codewiki\\src\\be\\utils.py::count_tokens",
-      "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components"
-    ],
-    "source_code": "def get_clustering_input_token_count(\n    leaf_nodes: List[str], components: Dict[str, Node]\n) -> int:\n    \"\"\"Count the tokens used to decide whether a module needs clustering.\"\"\"\n    _, potential_core_components_with_code = format_potential_core_components(\n        leaf_nodes, components\n    )\n    return count_tokens(potential_core_components_with_code)",
-    "start_line": 46,
-    "end_line": 53,
-    "has_docstring": true,
-    "docstring": "Count the tokens used to decide whether a module needs clustering.",
-    "parameters": [
-      "leaf_nodes",
-      "components"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_clustering_input_token_count",
-    "component_id": "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\cluster_modules.py::cluster_modules": {
-    "id": "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
-    "name": "cluster_modules",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\cluster_modules.py",
-    "relative_path": "codewiki\\src\\be\\cluster_modules.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\utils.py::count_tokens",
-      "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
-      "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
-      "codewiki\\src\\be\\llm_services.py::call_llm",
-      "codewiki\\src\\be\\cluster_modules.py::format_potential_core_components",
-      "codewiki\\cli\\utils\\errors.py::warning"
-    ],
-    "source_code": "def cluster_modules(\n    leaf_nodes: List[str],\n    components: Dict[str, Node],\n    config: Config,\n    current_module_tree: dict[str, Any] = {},\n    current_module_name: str = None,\n    current_module_path: List[str] = [],\n    completer: Optional[Completer] = None,\n) -> Dict[str, Any]:\n    \"\"\"\n    Cluster the potential core components into modules.\n\n    Args:\n        completer: optional ``(prompt: str) -> str`` callable.  When provided,\n            clustering calls go through this completer instead of the legacy\n            ``call_llm``.  This is how the LLMBackend abstraction injects\n            subscription-mode (caw) routing.  If ``None``, falls back to\n            ``call_llm`` for backward compatibility with direct callers.\n    \"\"\"\n    potential_core_components, potential_core_components_with_code = (\n        format_potential_core_components(leaf_nodes, components)\n    )\n    input_tokens = count_tokens(potential_core_components_with_code)\n    threshold = config.max_token_per_module\n    module_label = current_module_name or \"repository\"\n\n    logger.info(\n        \"Module clustering input for %s: %d leaf nodes, %d tokens, threshold %d\",\n        module_label,\n        len(leaf_nodes),\n        input_tokens,\n        threshold,\n    )\n\n    if input_tokens <= threshold:\n        logger.info(\n            \"Skipping LLM module clustering for %s because %d tokens fit within the \"\n            \"%d-token threshold; using whole-module documentation mode.\",\n            module_label,\n            input_tokens,\n            threshold,\n        )\n        return {}\n\n    prompt = format_cluster_prompt(potential_core_components, current_module_tree, current_module_name)\n    logger.info(\n        \"Requesting LLM module clustering for %s because %d tokens exceed the %d-token threshold.\",\n        module_label,\n        input_tokens,\n        threshold,\n    )\n    if completer is not None:\n        response = completer(prompt)\n    else:\n        response = call_llm(prompt, config, model=config.cluster_model)\n\n    #parse the response\n    try:\n        if \"<GROUPED_COMPONENTS>\" not in response or \"</GROUPED_COMPONENTS>\" not in response:\n            logger.warning(\n                \"Invalid LLM clustering response for %s: missing <GROUPED_COMPONENTS> \"\n                \"tags; falling back to whole-module documentation. Response preview: %s...\",\n                module_label,\n                response[:200],\n            )\n            return {}\n        \n        response_content = response.split(\"<GROUPED_COMPONENTS>\")[1].split(\"</GROUPED_COMPONENTS>\")[0]\n        module_tree = eval(response_content)\n        \n        if not isinstance(module_tree, dict):\n            logger.error(f\"Invalid module tree format - expected dict, got {type(module_tree)}\")\n            return {}\n            \n    except Exception as e:\n        logger.warning(\n            \"Failed to parse LLM clustering response for %s; falling back to \"\n            \"whole-module documentation. Error: %s. Response preview: %s...\",\n            module_label,\n            e,\n            response[:200],\n        )\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        return {}\n\n    # check if the module tree is valid\n    if len(module_tree) <= 1:\n        logger.info(\n            \"Skipping LLM clustering result for %s because it produced only \"\n            \"%d module(s); using whole-module documentation mode.\",\n            module_label,\n            len(module_tree),\n        )\n        return {}\n\n    logger.info(\n        \"LLM module clustering for %s produced %d top-level modules.\",\n        module_label,\n        len(module_tree),\n    )\n\n    if current_module_tree == {}:\n        current_module_tree = module_tree\n    else:\n        value = current_module_tree\n        for key in current_module_path:\n            value = value[key][\"children\"]\n        for module_name, module_info in module_tree.items():\n            del module_info[\"path\"]\n            value[module_name] = module_info\n\n    for module_name, module_info in module_tree.items():\n        sub_leaf_nodes = module_info.get(\"components\", [])\n        \n        # Filter sub_leaf_nodes to ensure they exist in components\n        valid_sub_leaf_nodes = []\n        for node in sub_leaf_nodes:\n            if node in components:\n                valid_sub_leaf_nodes.append(node)\n            else:\n                logger.warning(f\"Skipping invalid sub leaf node '{node}' in module '{module_name}' - not found in components\")\n        \n        current_module_path.append(module_name)\n        module_info[\"children\"] = {}\n        module_info[\"children\"] = cluster_modules(\n            valid_sub_leaf_nodes,\n            components,\n            config,\n            current_module_tree,\n            module_name,\n            current_module_path,\n            completer=completer,\n        )\n        current_module_path.pop()\n\n    return module_tree",
-    "start_line": 56,
-    "end_line": 191,
-    "has_docstring": true,
-    "docstring": "Cluster the potential core components into modules.\n\nArgs:\n    completer: optional ``(prompt: str) -> str`` callable.  When provided,\n        clustering calls go through this completer instead of the legacy\n        ``call_llm``.  This is how the LLMBackend abstraction injects\n        subscription-mode (caw) routing.  If ``None``, falls back to\n        ``call_llm`` for backward compatibility with direct callers.",
-    "parameters": [
-      "leaf_nodes",
-      "components",
-      "config",
-      "current_module_tree",
-      "current_module_name",
-      "current_module_path",
-      "completer"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function cluster_modules",
-    "component_id": "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService",
-    "name": "AnalysisService",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url",
-      "codewiki\\cli\\utils\\errors.py::warning",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path"
-    ],
-    "source_code": "class AnalysisService:\n    \"\"\"\n    Centralized analysis service supporting multiple programming languages.\n\n    This service orchestrates the complete analysis workflow:\n    1. Repository cloning and validation\n    2. File structure analysis with filtering\n    3. Multi-language AST parsing and call graph generation\n    4. Result consolidation and cleanup\n\n    \"\"\"\n\n    def __init__(self):\n        \"\"\"Initialize the analysis service with language-specific analyzers.\"\"\"\n        self.call_graph_analyzer = CallGraphAnalyzer()\n        self._temp_directories = []\n\n    def analyze_local_repository(\n        self,\n        repo_path: str,\n        max_files: int = 100,\n        languages: Optional[List[str]] = None\n    ) -> Dict[str, Any]:\n        \"\"\"\n        Analyze a local repository folder.\n        \n        Args:\n            repo_path: Path to local repository folder\n            max_files: Maximum number of files to analyze\n            languages: List of languages to include (e.g., ['python', 'javascript'])\n            \n        Returns:\n            Dict with analysis results including nodes and relationships\n        \"\"\"\n        try:\n            logger.debug(f\"Analyzing local repository at {repo_path}\")\n            \n            # Get repo analyzer to find files\n            repo_analyzer = RepoAnalyzer()\n            structure_result = repo_analyzer.analyze_repository_structure(repo_path)\n            \n            # Extract code files\n            code_files = self.call_graph_analyzer.extract_code_files(structure_result[\"file_tree\"])\n            \n            # Filter by languages if specified\n            if languages:\n                code_files = [f for f in code_files if f.get(\"language\") in languages]\n            \n            # Limit number of files\n            if len(code_files) > max_files:\n                code_files = code_files[:max_files]\n                logger.debug(f\"Limited analysis to {max_files} files\")\n            \n            logger.debug(f\"Analyzing {len(code_files)} files\")\n            \n            # Analyze files\n            result = self.call_graph_analyzer.analyze_code_files(code_files, repo_path)\n            \n            return {\n                \"nodes\": result.get(\"functions\", {}),\n                \"relationships\": result.get(\"relationships\", []),\n                \"summary\": {\n                    \"total_files\": len(code_files),\n                    \"total_nodes\": len(result.get(\"functions\", {})),\n                    \"total_relationships\": len(result.get(\"relationships\", []))\n                }\n            }\n            \n        except Exception as e:\n            logger.error(f\"Local repository analysis failed: {str(e)}\", exc_info=True)\n            raise RuntimeError(f\"Analysis failed: {str(e)}\")\n\n    def analyze_repository_full(\n        self,\n        github_url: str,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> AnalysisResult:\n        \"\"\"\n        Perform complete repository analysis including call graph generation.\n\n        Args:\n            github_url: GitHub repository URL to analyze\n            include_patterns: File patterns to include (e.g., ['*.py', '*.js'])\n            exclude_patterns: Additional patterns to exclude\n\n        Returns:\n            AnalysisResult: Complete analysis with functions, relationships, and visualization\n\n        Raises:\n            ValueError: If GitHub URL is invalid\n            RuntimeError: If analysis fails\n        \"\"\"\n        temp_dir = None\n        try:\n            logger.debug(f\"Starting full analysis of {github_url}\")\n\n            temp_dir = self._clone_repository(github_url)\n            repo_info = self._parse_repository_info(github_url)\n\n            logger.debug(\"Analyzing repository file structure...\")\n            structure_result = self._analyze_structure(temp_dir, include_patterns, exclude_patterns)\n            logger.debug(f\"Found {structure_result['summary']['total_files']} files to analyze.\")\n\n            logger.debug(\"Starting call graph analysis...\")\n            call_graph_result = self._analyze_call_graph(structure_result[\"file_tree\"], temp_dir)\n            logger.debug(\n                f\"Call graph analysis complete. Found {call_graph_result['call_graph']['total_functions']} functions.\"\n            )\n\n            readme_content = self._read_readme_file(temp_dir)\n\n            analysis_result = AnalysisResult(\n                repository=Repository(\n                    url=repo_info[\"url\"],\n                    name=repo_info[\"name\"],\n                    clone_path=temp_dir,\n                    analysis_id=f\"{repo_info['owner']}-{repo_info['name']}\",\n                ),\n                functions=call_graph_result[\"functions\"],\n                relationships=call_graph_result[\"relationships\"],\n                file_tree=structure_result[\"file_tree\"],\n                summary={\n                    **structure_result[\"summary\"],\n                    **call_graph_result[\"call_graph\"],\n                    \"analysis_type\": \"full\",\n                    \"languages_analyzed\": call_graph_result[\"call_graph\"][\"languages_found\"],\n                },\n                visualization=call_graph_result[\"visualization\"],\n                readme_content=readme_content,\n            )\n\n            logger.debug(f\"Cleaning up temporary repository directory: {temp_dir}\")\n            self._cleanup_repository(temp_dir)\n\n            logger.debug(\n                f\"Analysis completed: {analysis_result.summary['total_functions']} functions found\"\n            )\n            return analysis_result\n\n        except Exception as e:\n            logger.error(f\"Analysis failed: {str(e)}\", exc_info=True)\n            if \"temp_dir\" in locals() and Path(temp_dir).exists():\n                self._cleanup_repository(temp_dir)\n            raise RuntimeError(f\"Repository analysis failed: {str(e)}\")\n\n    def analyze_repository_structure_only(\n        self,\n        github_url: str,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> Dict[str, Any]:\n        \"\"\"\n        Perform lightweight structure-only analysis without call graph generation.\n\n        Args:\n            github_url: GitHub repository URL to analyze\n            include_patterns: File patterns to include\n            exclude_patterns: Additional patterns to exclude\n\n        Returns:\n            Dict: Repository structure with file tree and summary statistics\n        \"\"\"\n        temp_dir = None\n        try:\n            logger.debug(f\"Starting structure analysis of {github_url}\")\n\n            temp_dir = self._clone_repository(github_url)\n            repo_info = self._parse_repository_info(github_url)\n\n            structure_result = self._analyze_structure(temp_dir, include_patterns, exclude_patterns)\n\n            result = {\n                \"repository\": repo_info,\n                \"file_tree\": structure_result[\"file_tree\"],\n                \"file_summary\": {\n                    **structure_result[\"summary\"],\n                    \"analysis_type\": \"structure_only\",\n                },\n            }\n\n            self._cleanup_repository(temp_dir)\n\n            logger.debug(\n                f\"Structure analysis completed: {result['file_summary']['total_files']} files found\"\n            )\n            return result\n\n        except Exception as e:\n            if temp_dir:\n                self._cleanup_repository(temp_dir)\n            logger.error(f\"Structure analysis failed for {github_url}: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise RuntimeError(f\"Structure analysis failed: {str(e)}\") from e\n\n    def _clone_repository(self, github_url: str) -> str:\n        \"\"\"Clone repository and return temp dir path.\"\"\"\n        logger.debug(f\"Cloning {github_url}...\")\n        temp_dir = clone_repository(github_url)\n        logger.debug(f\"Repository cloned to {temp_dir}\")\n        self._temp_directories.append(temp_dir)\n        return temp_dir\n\n    def _parse_repository_info(self, github_url: str) -> Dict[str, str]:\n        \"\"\"Parse GitHub URL and extract repository metadata.\"\"\"\n        return parse_github_url(github_url)\n\n    def _analyze_structure(\n        self,\n        repo_dir: str,\n        include_patterns: Optional[List[str]],\n        exclude_patterns: Optional[List[str]],\n    ) -> Dict[str, Any]:\n        \"\"\"Analyze repository file structure with filtering.\"\"\"\n        logger.debug(\n            f\"Initializing RepoAnalyzer with include: {include_patterns}, exclude: {exclude_patterns}\"\n        )\n        repo_analyzer = RepoAnalyzer(include_patterns, exclude_patterns)\n        return repo_analyzer.analyze_repository_structure(repo_dir)\n\n    def _read_readme_file(self, repo_dir: str) -> Optional[str]:\n        \"\"\"Find and read the README file from the repository root.\"\"\"\n        # possible_readme_names = [\"README.md\", \"README\", \"readme.md\", \"README.txt\"]\n        # for name in possible_readme_names:\n        #     readme_path = Path(repo_dir) / name\n        #     if readme_path.exists():\n        #         try:\n        #             logger.debug(f\"Found README file at {readme_path}\")\n        #             return readme_path.read_text(encoding=\"utf-8\")\n        #         except Exception as e:\n        #             logger.warning(f\"Could not read README file at {readme_path}: {e}\")\n        #             return None\n        # logger.debug(\"No README file found in repository root.\")\n        # return None\n        base = Path(repo_dir)\n        possible_readme_names = [\"README.md\", \"README\", \"readme.md\", \"README.txt\"]\n        for name in possible_readme_names:\n            p = base / name\n            if p.exists():\n                try:\n                    assert_safe_path(base, p)\n                    logger.debug(f\"Found README file at {p}\")\n                    return safe_open_text(base, p, encoding=\"utf-8\")\n                except Exception as e:\n                    logger.warning(f\"Skipping unsafe/ unreadable README at {p}: {e}\")\n                    return None\n        logger.debug(\"No README file found in repository root.\")\n        return None\n\n    def _analyze_call_graph(self, file_tree: Dict[str, Any], repo_dir: str) -> Dict[str, Any]:\n        \"\"\"\n        Perform multi-language call graph analysis.\n\n        This method will be expanded to handle:\n        - Python AST analysis (current)\n        - JavaScript/TypeScript AST analysis (planned)\n        - Additional language support (future)\n        \"\"\"\n        logger.debug(\"Extracting code files from file tree...\")\n        code_files = self.call_graph_analyzer.extract_code_files(file_tree)\n\n        logger.debug(f\"Found {len(code_files)} total code files. Filtering for supported languages.\")\n        supported_files = self._filter_supported_languages(code_files)\n        logger.debug(f\"Analyzing {len(supported_files)} supported files.\")\n\n        result = self.call_graph_analyzer.analyze_code_files(supported_files, repo_dir)\n\n        result[\"call_graph\"][\"supported_languages\"] = self._get_supported_languages()\n        result[\"call_graph\"][\"unsupported_files\"] = len(code_files) - len(supported_files)\n\n        return result\n\n    def _filter_supported_languages(self, code_files: List[Dict]) -> List[Dict]:\n        \"\"\"\n        Filter code files to only include supported languages.\n\n        Supports Python, JavaScript, TypeScript, Java, C#, C, C++, PHP, Go, and Rust.\n        \"\"\"\n        supported_languages = {\n            \"python\",\n            \"javascript\",\n            \"typescript\",\n            \"java\",\n            \"csharp\",\n            \"c\",\n            \"cpp\",\n            \"php\",\n            \"go\",\n            \"rust\",\n            \"kotlin\",\n        }\n\n        return [\n            file_info\n            for file_info in code_files\n            if file_info.get(\"language\") in supported_languages\n        ]\n\n    def _get_supported_languages(self) -> List[str]:\n        \"\"\"Get list of currently supported languages for analysis.\"\"\"\n        return [\"python\", \"javascript\", \"typescript\", \"java\", \"csharp\", \"c\", \"cpp\", \"php\", \"kotlin\"]\n\n    def _cleanup_repository(self, temp_dir: str):\n        \"\"\"Clean up cloned repository.\"\"\"\n        logger.debug(f\"Attempting to clean up {temp_dir}\")\n        cleanup_repository(temp_dir)\n        if temp_dir in self._temp_directories:\n            self._temp_directories.remove(temp_dir)\n\n    def cleanup_all(self):\n        \"\"\"Clean up all tracked temporary directories.\"\"\"\n        for temp_dir in self._temp_directories[:]:\n            self._cleanup_repository(temp_dir)\n\n    def __del__(self):\n        \"\"\"Ensure cleanup on service destruction.\"\"\"\n        self.cleanup_all()",
-    "start_line": 24,
-    "end_line": 340,
-    "has_docstring": true,
-    "docstring": "Centralized analysis service supporting multiple programming languages.\n\nThis service orchestrates the complete analysis workflow:\n1. Repository cloning and validation\n2. File structure analysis with filtering\n3. Multi-language AST parsing and call graph generation\n4. Result consolidation and cleanup",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class AnalysisService",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository",
-    "name": "analyze_repository",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService"
-    ],
-    "source_code": "def analyze_repository(\n    github_url: str, include_patterns=None, exclude_patterns=None\n) -> tuple[AnalysisResult, None]:\n    \"\"\"\n    Backward compatibility function.\n\n    Returns:\n        tuple: (AnalysisResult, None) - None instead of temp_dir since cleanup is handled internally\n    \"\"\"\n    service = AnalysisService()\n    result = service.analyze_repository_full(github_url, include_patterns, exclude_patterns)\n    return result, None",
-    "start_line": 343,
-    "end_line": 354,
-    "has_docstring": true,
-    "docstring": "Backward compatibility function.\n\nReturns:\n    tuple: (AnalysisResult, None) - None instead of temp_dir since cleanup is handled internally",
-    "parameters": [
-      "github_url",
-      "include_patterns",
-      "exclude_patterns"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_repository",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only",
-    "name": "analyze_repository_structure_only",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only"
-    ],
-    "source_code": "def analyze_repository_structure_only(\n    github_url: str, include_patterns=None, exclude_patterns=None\n) -> tuple[Dict, None]:\n    \"\"\"\n    Backward compatibility function.\n\n    Returns:\n        tuple: (structure_result, None) - None instead of temp_dir since cleanup is handled internally\n    \"\"\"\n    service = AnalysisService()\n    result = service.analyze_repository_structure_only(\n        github_url, include_patterns, exclude_patterns\n    )\n    return result, None",
-    "start_line": 357,
-    "end_line": 370,
-    "has_docstring": true,
-    "docstring": "Backward compatibility function.\n\nReturns:\n    tuple: (structure_result, None) - None instead of temp_dir since cleanup is handled internally",
-    "parameters": [
-      "github_url",
-      "include_patterns",
-      "exclude_patterns"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_repository_structure_only",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::analyze_repository_structure_only",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError",
-    "name": "TimeoutError",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
-    "depends_on": [],
-    "source_code": "class TimeoutError(Exception):\n    \"\"\"Raised when file parsing exceeds timeout.\"\"\"\n    pass",
-    "start_line": 30,
-    "end_line": 32,
-    "has_docstring": true,
-    "docstring": "Raised when file parsing exceeds timeout.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "Exception"
-    ],
-    "class_name": null,
-    "display_name": "class TimeoutError",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout",
-    "name": "timeout",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
-    "depends_on": [],
-    "source_code": "def timeout(seconds):\n    \"\"\"Context manager for timeout on file parsing.\"\"\"\n    def signal_handler(signum, frame):\n        raise TimeoutError(f\"File parsing exceeded {seconds}s timeout\")\n    \n    # Only use signal on Unix systems (not Windows)\n    try:\n        old_handler = signal.signal(signal.SIGALRM, signal_handler)\n        signal.alarm(seconds)\n        yield\n    except AttributeError:\n        # Windows doesn't support SIGALRM, skip timeout\n        yield\n    finally:\n        try:\n            signal.alarm(0)\n            signal.signal(signal.SIGALRM, old_handler)\n        except (AttributeError, ValueError):\n            pass",
-    "start_line": 36,
-    "end_line": 54,
-    "has_docstring": true,
-    "docstring": "Context manager for timeout on file parsing.",
-    "parameters": [
-      "seconds"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function timeout",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::signal_handler": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::signal_handler",
-    "name": "signal_handler",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::TimeoutError"
-    ],
-    "source_code": "    def signal_handler(signum, frame):\n        raise TimeoutError(f\"File parsing exceeded {seconds}s timeout\")",
-    "start_line": 38,
-    "end_line": 39,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "signum",
-      "frame"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function signal_handler",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::signal_handler",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer",
-    "name": "CallGraphAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
-      "codewiki\\cli\\utils\\errors.py::warning",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::timeout",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file"
-    ],
-    "source_code": "class CallGraphAnalyzer:\n    def __init__(self):\n        \"\"\"Initialize the call graph analyzer.\"\"\"\n        self.functions: Dict[str, Node] = {}\n        self.call_relationships: List[CallRelationship] = []\n        logger.debug(\"CallGraphAnalyzer initialized.\")\n\n    def analyze_code_files(self, code_files: List[Dict], base_dir: str) -> Dict:\n        \"\"\"\n        Complete analysis: Analyze all files to build complete call graph with all nodes.\n\n        This approach:\n        1. Analyzes all code files \n        2. Extracts all functions and relationships\n        3. Builds complete call graph\n        4. Returns all nodes and relationships \n        \"\"\"\n        logger.debug(f\"Starting analysis of {len(code_files)} files\")\n        logger.info(f\"📊 Parsing {len(code_files)} source files (this may take a few minutes)...\")\n\n        self.functions = {}\n        self.call_relationships = []\n        code_files = self._route_contextual_headers(code_files, base_dir)\n\n        files_analyzed = 0\n        files_failed = 0\n        start_time = time.time()\n        \n        for idx, file_info in enumerate(code_files, 1):\n            file_path = file_info['path']\n            try:\n                # Log progress every file with elapsed time\n                if idx % max(1, len(code_files) // 10) == 0 or idx <= 5:\n                    elapsed = time.time() - start_time\n                    rate = idx / elapsed if elapsed > 0 else 0\n                    remaining = (len(code_files) - idx) / rate if rate > 0 else 0\n                    logger.info(f\"  [{idx}/{len(code_files)}] {file_path} ({elapsed:.1f}s elapsed, ~{remaining:.1f}s remaining)\")\n                \n                self._analyze_code_file(base_dir, file_info)\n                files_analyzed += 1\n            except Exception as e:\n                files_failed += 1\n                logger.warning(f\"  ⚠️  [{idx}/{len(code_files)}] Failed to analyze {file_path}: {str(e)[:100]}\")\n        \n        elapsed_time = time.time() - start_time\n        logger.info(\n            f\"✓ Analysis complete: {files_analyzed}/{len(code_files)} files analyzed, \"\n            f\"{files_failed} failed, {len(self.functions)} functions, {len(self.call_relationships)} relationships ({elapsed_time:.1f}s)\"\n        )\n\n        logger.debug(\"Resolving call relationships\")\n        self._resolve_call_relationships()\n        self._deduplicate_relationships()\n        viz_data = self._generate_visualization_data()\n\n        return {\n            \"call_graph\": {\n                \"total_functions\": len(self.functions),\n                \"total_calls\": len(self.call_relationships),\n                \"languages_found\": list(set(f.get(\"language\") for f in code_files)),\n                \"files_analyzed\": files_analyzed,\n                \"analysis_approach\": \"complete_unlimited\",\n            },\n            \"functions\": [func.model_dump() for func in self.functions.values()],\n            \"relationships\": [rel.model_dump() for rel in self.call_relationships],\n            \"visualization\": viz_data,\n        }\n\n    def extract_code_files(self, file_tree: Dict) -> List[Dict]:\n        \"\"\"\n        Extract code files from file tree structure.\n\n        Filters files based on supported extensions and excludes test/config files.\n\n        Args:\n            file_tree: Nested dictionary representing file structure\n\n        Returns:\n            List of code file information dictionaries\n        \"\"\"\n        code_files = []\n\n        def traverse(tree):\n            if tree[\"type\"] == \"file\":\n                ext = tree.get(\"extension\", \"\").lower()\n                if ext in CODE_EXTENSIONS:\n                    name = tree[\"name\"].lower()\n                    if not any(skip in name for skip in []):\n                        code_files.append(\n                            {\n                                \"path\": tree[\"path\"],\n                                \"name\": tree[\"name\"],\n                                \"extension\": ext,\n                                \"language\": CODE_EXTENSIONS[ext],\n                            }\n                        )\n            elif tree[\"type\"] == \"directory\" and tree.get(\"children\"):\n                for child in tree[\"children\"]:\n                    traverse(child)\n\n        traverse(file_tree)\n        return code_files\n\n    def _route_contextual_headers(self, code_files: List[Dict], base_dir: str) -> List[Dict]:\n        \"\"\"Route ambiguous .h headers per file.\n\n        A header is parsed as C++ when its own content shows C++ signals, or\n        when the repository is C++-only (so even a signal-free header cannot be\n        C). In a mixed C/C++ repository, a plain C header stays routed as C.\n        \"\"\"\n        cpp_extensions = {\".cpp\", \".cc\", \".cxx\", \".c++\", \".hpp\", \".hxx\", \".h++\"}\n        has_cpp_files = any(\n            file_info.get(\"extension\", \"\").lower() in cpp_extensions\n            or file_info.get(\"language\") == \"cpp\"\n            for file_info in code_files\n        )\n        has_c_files = any(\n            file_info.get(\"extension\", \"\").lower() == \".c\" for file_info in code_files\n        )\n\n        routed_files = []\n        for file_info in code_files:\n            routed = dict(file_info)\n            if routed.get(\"extension\", \"\").lower() == \".h\":\n                if self._header_has_cpp_signal(base_dir, routed[\"path\"]):\n                    routed[\"language\"] = \"cpp\"\n                elif has_cpp_files and not has_c_files:\n                    routed[\"language\"] = \"cpp\"\n            routed_files.append(routed)\n        return routed_files\n\n    def _header_has_cpp_signal(self, base_dir: str, relative_path: str) -> bool:\n        base = Path(base_dir)\n        try:\n            content = safe_open_text(base, base / relative_path)\n        except Exception:\n            return False\n\n        if re.search(\n            r\"\\b(?:namespace\\s+[A-Za-z_{:]|class\\s+[A-Za-z_]|template\\s*<\"\n            r\"|typename\\b|(?:public|private|protected)\\s*:)\",\n            content,\n        ):\n            return True\n        if \"::\" in content:\n            return True\n        for header in CPP_STANDARD_HEADERS:\n            if f\"#include <{header}>\" in content:\n                return True\n        return False\n\n    def _analyze_code_file(self, repo_dir: str, file_info: Dict):\n        \"\"\"\n        Analyze a single code file based on its language.\n\n        Routes to appropriate language-specific analyzer.\n\n        Args:\n            repo_dir: Repository directory path\n            file_info: File information dictionary\n        \"\"\"\n\n        base = Path(repo_dir)\n        file_path = base / file_info[\"path\"]\n\n        try:\n            # Add timeout protection (30 seconds per file max)\n            with timeout(30):\n                content = safe_open_text(base, file_path)\n                language = file_info[\"language\"]\n                if language == \"python\":\n                    self._analyze_python_file(file_path, content, repo_dir)\n                elif language == \"javascript\":\n                    self._analyze_javascript_file(file_path, content, repo_dir)\n                elif language == \"typescript\":\n                    self._analyze_typescript_file(file_path, content, repo_dir)\n                elif language == \"java\":\n                    self._analyze_java_file(file_path, content, repo_dir)\n                elif language == \"kotlin\":\n                    self._analyze_kotlin_file(file_path, content, repo_dir)\n                elif language == \"csharp\":\n                    self._analyze_csharp_file(file_path, content, repo_dir)\n                elif language == \"c\":\n                    self._analyze_c_file(file_path, content, repo_dir)\n                elif language == \"cpp\":\n                    self._analyze_cpp_file(file_path, content, repo_dir)\n                elif language == \"php\":\n                    self._analyze_php_file(file_path, content, repo_dir)\n                # else:\n                #     logger.warning(\n                #         f\"Unsupported language for call graph analysis: {language} for file {file_path}\"\n                #     )\n\n        except TimeoutError as e:\n            logger.warning(f\"⏱️  Timeout analyzing {file_path}: {str(e)}\")\n        except Exception as e:\n            logger.debug(f\"Error analyzing {file_path}: {str(e)}\")\n            logger.debug(f\"Traceback: {traceback.format_exc()}\")\n\n    def _analyze_python_file(self, file_path: str, content: str, base_dir: str):\n        \"\"\"\n        Analyze Python file using Python AST analyzer.\n\n        Args:\n            file_path: Relative path to the Python file\n            content: File content string\n            base_dir: Repository base directory path\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.python import analyze_python_file\n\n        try:\n            functions, relationships = analyze_python_file(\n                file_path, content, repo_path=base_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Python file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_javascript_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze JavaScript file using tree-sitter based AST analyzer\n\n        Args:\n            file_path: Relative path to the JavaScript file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        try:\n\n            from codewiki.src.be.dependency_analyzer.analyzers.javascript import analyze_javascript_file_treesitter\n\n            functions, relationships = analyze_javascript_file_treesitter(\n                file_path, content, repo_path=repo_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n\n        except Exception as e:\n            logger.error(f\"Failed to analyze JavaScript file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_typescript_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze TypeScript file using tree-sitter based AST analyzer \n\n        Args:\n            file_path: Relative path to the TypeScript file\n            content: File content string\n        \"\"\"\n        try:\n\n            from codewiki.src.be.dependency_analyzer.analyzers.typescript import analyze_typescript_file_treesitter\n\n            functions, relationships = analyze_typescript_file_treesitter(\n                file_path, content, repo_path=repo_dir\n            )\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n\n        except Exception as e:\n            logger.error(f\"Failed to analyze TypeScript file {file_path}: {e}\", exc_info=True)\n\n\n\n    def _analyze_c_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.c import analyze_c_file\n\n        functions, relationships = analyze_c_file(file_path, content, repo_path=repo_dir)\n\n        for func in functions:\n            func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n            self.functions[func_id] = func\n\n        self.call_relationships.extend(relationships)\n\n    def _analyze_cpp_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C++ file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C++ file\n            content: File content string\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.cpp import analyze_cpp_file\n\n        functions, relationships = analyze_cpp_file(\n            file_path, content, repo_path=repo_dir\n        )\n\n        for func in functions:\n            func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n            self.functions[func_id] = func\n\n        self.call_relationships.extend(relationships)\n\n    def _analyze_java_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze Java file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the Java file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.java import analyze_java_file\n\n        try:\n            functions, relationships = analyze_java_file(file_path, content, repo_path=repo_dir)\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Java file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_kotlin_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze Kotlin file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the Kotlin file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.kotlin import analyze_kotlin_file\n\n        try:\n            functions, relationships = analyze_kotlin_file(file_path, content, repo_path=repo_dir)\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze Kotlin file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_csharp_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze C# file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the C# file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.csharp import analyze_csharp_file\n\n        try:\n            functions, relationships = analyze_csharp_file(file_path, content, repo_path=repo_dir)\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze C# file {file_path}: {e}\", exc_info=True)\n\n    def _analyze_php_file(self, file_path: str, content: str, repo_dir: str):\n        \"\"\"\n        Analyze PHP file using tree-sitter based analyzer.\n\n        Args:\n            file_path: Relative path to the PHP file\n            content: File content string\n            repo_dir: Repository base directory\n        \"\"\"\n        from codewiki.src.be.dependency_analyzer.analyzers.php import analyze_php_file\n\n        try:\n            functions, relationships = analyze_php_file(file_path, content, repo_path=repo_dir)\n\n            for func in functions:\n                func_id = func.id if func.id else f\"{file_path}:{func.name}\"\n                self.functions[func_id] = func\n\n            self.call_relationships.extend(relationships)\n        except Exception as e:\n            logger.error(f\"Failed to analyze PHP file {file_path}: {e}\", exc_info=True)\n\n    def _resolve_call_relationships(self):\n        \"\"\"\n        Resolve function call relationships across all languages.\n\n        Attempts to match function calls to actual function definitions,\n        handling cross-language calls where possible.\n        \"\"\"\n        indexes = self._build_resolution_indexes()\n        for func_id, func_info in self.functions.items():\n            if not func_info.language:\n                file_ext = Path(func_info.file_path).suffix.lower()\n                func_info.language = CODE_EXTENSIONS.get(file_ext)\n\n        resolved_count = 0\n        for relationship in self.call_relationships:\n            if relationship.is_resolved and relationship.callee in self.functions:\n                continue\n\n            resolved_id = self._resolve_callee(relationship, indexes)\n            if resolved_id:\n                relationship.callee = resolved_id\n                relationship.is_resolved = True\n                resolved_count += 1\n\n        java_packages = self._java_project_packages()\n        self.call_relationships = [\n            relationship\n            for relationship in self.call_relationships\n            if relationship.is_resolved\n            or not self._is_external_callee(\n                self._caller_language(relationship.caller),\n                relationship.callee,\n                java_packages,\n            )\n        ]\n\n    def _java_project_packages(self) -> set:\n        packages = set()\n        for func_info in self.functions.values():\n            if func_info.language == \"java\":\n                package = self._java_package_for_node(func_info)\n                if package:\n                    packages.add(package)\n        return packages\n\n    def _is_external_callee(self, language: Optional[str], callee: str, java_packages: set) -> bool:\n        \"\"\"Classify a still-unresolved callee as external, after project\n        resolution has had its chance.\n\n        Rules are generic, not name lists: prefix/standard-library knowledge in\n        is_external_symbol, the C/C++ ALL_CAPS macro convention (macros are\n        never components, so such calls can never resolve), and Java package\n        origin — a dotted name qualified to a package with no prefix relation\n        to any project package came from a third-party import.\n        \"\"\"\n        if is_external_symbol(language, callee):\n            return True\n        if language in (\"c\", \"cpp\") and is_macro_name(callee):\n            return True\n        if language == \"java\" and \".\" in callee and java_packages:\n            package = callee.rsplit(\".\", 1)[0]\n            if not any(\n                package == project\n                or package.startswith(project + \".\")\n                or project.startswith(package + \".\")\n                for project in java_packages\n            ):\n                return True\n        return False\n\n    def _build_resolution_indexes(self) -> Dict[str, Dict[str, List[str]]]:\n        exact: Dict[str, List[str]] = defaultdict(list)\n        simple: Dict[str, List[str]] = defaultdict(list)\n\n        def add(index: Dict[str, List[str]], key: Optional[str], func_id: str) -> None:\n            if key and func_id not in index[key]:\n                index[key].append(func_id)\n\n        for func_id, func_info in self.functions.items():\n            add(exact, func_id, func_id)\n            add(exact, func_info.component_id, func_id)\n            add(exact, func_info.qualified_name, func_id)\n            add(exact, func_info.name, func_id)\n\n            names = {func_info.name}\n            if func_info.component_id:\n                names.add(func_info.component_id.split(\"::\")[-1])\n            if func_info.qualified_name:\n                names.add(func_info.qualified_name.split(\".\")[-1])\n                parts = func_info.qualified_name.split(\".\")\n                if len(parts) >= 2:\n                    names.add(\".\".join(parts[-2:]))\n\n            for name in names:\n                add(simple, name, func_id)\n                if name and \".\" in name:\n                    add(simple, name.split(\".\")[-1], func_id)\n\n        return {\"exact\": exact, \"simple\": simple}\n\n    def _resolve_callee(self, relationship: CallRelationship, indexes: Dict[str, Dict[str, List[str]]]) -> Optional[str]:\n        callee_name = relationship.callee\n\n        exact_match = self._unique_match(indexes[\"exact\"], callee_name)\n        if exact_match:\n            return exact_match\n\n        if \"::\" in callee_name:\n            suffix = callee_name.split(\"::\")[-1]\n            exact_match = self._unique_match(indexes[\"exact\"], suffix)\n            if exact_match:\n                return exact_match\n            simple_match = self._unique_match(indexes[\"simple\"], suffix)\n            if simple_match:\n                return simple_match\n\n        if \".\" in callee_name:\n            exact_match = self._unique_match(indexes[\"exact\"], callee_name)\n            if exact_match:\n                return exact_match\n            simple_match = self._unique_match(indexes[\"simple\"], callee_name)\n            if simple_match:\n                return simple_match\n            tail_match = self._unique_match(indexes[\"simple\"], callee_name.split(\".\")[-1])\n            if tail_match:\n                return tail_match\n\n        caller = self.functions.get(relationship.caller)\n        if caller and caller.language == \"java\" and \".\" not in callee_name:\n            package = self._java_package_for_node(caller)\n            if package:\n                same_package_match = self._unique_match(indexes[\"exact\"], f\"{package}.{callee_name}\")\n                if same_package_match:\n                    return same_package_match\n\n        return self._unique_match(indexes[\"simple\"], callee_name)\n\n    def _unique_match(self, index: Dict[str, List[str]], key: str) -> Optional[str]:\n        matches = index.get(key, [])\n        return matches[0] if len(matches) == 1 else None\n\n    def _java_package_for_node(self, node: Node) -> str:\n        qualified_name = node.qualified_name or \"\"\n        parts = qualified_name.split(\".\")\n        if len(parts) < 2:\n            return \"\"\n        if node.component_type == \"method\" and len(parts) >= 3:\n            return \".\".join(parts[:-2])\n        return \".\".join(parts[:-1])\n\n    def _caller_language(self, caller_id: str) -> Optional[str]:\n        caller = self.functions.get(caller_id)\n        if caller and caller.language:\n            return caller.language\n        if caller:\n            return CODE_EXTENSIONS.get(Path(caller.file_path).suffix.lower())\n        return None\n\n    def _deduplicate_relationships(self):\n        \"\"\"\n        Deduplicate call relationships based on caller-callee pairs.\n\n        Removes duplicate relationships while preserving the first occurrence.\n        This helps eliminate noise from multiple calls to the same function.\n        \"\"\"\n        seen = set()\n        unique_relationships = []\n\n        for rel in self.call_relationships:\n            key = (rel.caller, rel.callee)\n            if key not in seen:\n                seen.add(key)\n                unique_relationships.append(rel)\n\n        self.call_relationships = unique_relationships\n\n    def _generate_visualization_data(self) -> Dict:\n        \"\"\"\n        Generate visualization data for graph rendering.\n\n        Creates Cytoscape.js compatible graph data with nodes and edges.\n\n        Returns:\n            Dict: Visualization data with cytoscape elements and summary\n        \"\"\"\n        cytoscape_elements = []\n\n        for func_id, func_info in self.functions.items():\n            node_classes = []\n            if func_info.node_type == \"method\":\n                node_classes.append(\"node-method\")\n            else:\n                node_classes.append(\"node-function\")\n\n            file_ext = Path(func_info.file_path).suffix.lower()\n            language = func_info.language or CODE_EXTENSIONS.get(file_ext, \"unknown\")\n            if file_ext == \".py\":\n                node_classes.append(\"lang-python\")\n            elif file_ext == \".js\":\n                node_classes.append(\"lang-javascript\")\n            elif file_ext == \".ts\":\n                node_classes.append(\"lang-typescript\")\n            elif language == \"c\":\n                node_classes.append(\"lang-c\")\n            elif language == \"cpp\" or file_ext in [\".cpp\", \".cc\", \".cxx\", \".c++\", \".hpp\", \".hxx\", \".h++\"]:\n                node_classes.append(\"lang-cpp\")\n            elif file_ext in [\".kt\", \".kts\"]:\n                node_classes.append(\"lang-kotlin\")\n            elif file_ext in [\".php\", \".phtml\", \".inc\"]:\n                node_classes.append(\"lang-php\")\n\n            cytoscape_elements.append(\n                {\n                    \"data\": {\n                        \"id\": func_id,\n                        \"label\": func_info.name,\n                        \"file\": func_info.file_path,\n                        \"type\": func_info.node_type or \"function\",\n                        \"language\": language,\n                    },\n                    \"classes\": \" \".join(node_classes),\n                }\n            )\n\n        resolved_rels = [r for r in self.call_relationships if r.is_resolved]\n        for rel in resolved_rels:\n            cytoscape_elements.append(\n                {\n                    \"data\": {\n                        \"id\": f\"{rel.caller}->{rel.callee}\",\n                        \"source\": rel.caller,\n                        \"target\": rel.callee,\n                        \"line\": rel.call_line,\n                    },\n                    \"classes\": \"edge-call\",\n                }\n            )\n\n        summary = {\n            \"total_nodes\": len(self.functions),\n            \"total_edges\": len(resolved_rels),\n            \"unresolved_calls\": len(self.call_relationships) - len(resolved_rels),\n        }\n\n        return {\n            \"cytoscape\": {\"elements\": cytoscape_elements},\n            \"summary\": summary,\n        }\n\n    def generate_llm_format(self) -> Dict:\n        \"\"\"Generate clean format optimized for LLM consumption.\"\"\"\n        return {\n            \"functions\": [\n                {\n                    \"name\": func.name,\n                    \"file\": Path(func.file_path).name,\n                    \"purpose\": (func.docstring.split(\"\\n\")[0] if func.docstring else None),\n                    \"parameters\": func.parameters,\n                    \"is_recursive\": func.name\n                    in [\n                        rel.callee\n                        for rel in self.call_relationships\n                        if rel.caller.endswith(func.name)\n                    ],\n                }\n                for func in self.functions.values()\n            ],\n            \"relationships\": {\n                func.name: {\n                    \"calls\": [\n                        rel.callee.split(\":\")[-1]\n                        for rel in self.call_relationships\n                        if rel.caller.endswith(func.name) and rel.is_resolved\n                    ],\n                    \"called_by\": [\n                        rel.caller.split(\":\")[-1]\n                        for rel in self.call_relationships\n                        if rel.callee.endswith(func.name) and rel.is_resolved\n                    ],\n                }\n                for func in self.functions.values()\n            },\n        }\n\n    def _select_most_connected_nodes(self, target_count: int):\n        \"\"\"\n        Select the most connected nodes from the call graph.\n\n        Args:\n            target_count: The number of nodes to select\n        \"\"\"\n        if len(self.functions) <= target_count:\n            return\n\n        if not self.call_relationships:\n            logger.warning(\"No call relationships found - keeping all functions by name\")\n            func_ids = list(self.functions.keys())[:target_count]\n            self.functions = {fid: func for fid, func in self.functions.items() if fid in func_ids}\n            return\n\n        graph = {}\n        for rel in self.call_relationships:\n            if rel.caller in self.functions:\n                if rel.caller not in graph:\n                    graph[rel.caller] = set()\n            if rel.callee in self.functions:\n                if rel.callee not in graph:\n                    graph[rel.callee] = set()\n\n            if rel.caller in graph and rel.callee in graph:\n                graph[rel.caller].add(rel.callee)\n                graph[rel.callee].add(rel.caller)\n\n        degree_centrality = {}\n        for func_id in self.functions.keys():\n            degree_centrality[func_id] = len(graph.get(func_id, set()))\n\n        sorted_func_ids = sorted(degree_centrality, key=degree_centrality.get, reverse=True)\n\n        selected_func_ids = sorted_func_ids[:target_count]\n\n        original_func_count = len(self.functions)\n        self.functions = {\n            fid: func for fid, func in self.functions.items() if fid in selected_func_ids\n        }\n\n        original_rel_count = len(self.call_relationships)\n        self.call_relationships = [\n            rel\n            for rel in self.call_relationships\n            if rel.caller in selected_func_ids and rel.callee in selected_func_ids\n        ]",
-    "start_line": 57,
-    "end_line": 789,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class CallGraphAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\call_graph_analyzer.py::CallGraphAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url",
-    "name": "sanitize_github_url",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "depends_on": [],
-    "source_code": "def sanitize_github_url(github_url: str) -> str:\n    \"\"\"\n    Sanitize GitHub URL to ensure proper format and remove extra path components.\n\n    Args:\n        github_url: Raw GitHub URL or repository path\n\n    Returns:\n        str: Sanitized GitHub URL suitable for cloning\n    \"\"\"\n\n    url = github_url.strip()\n\n    protocol = \"https://\"\n    if url.startswith(\"https://\"):\n        url = url[8:]\n    elif url.startswith(\"http://\"):\n        url = url[7:]\n        protocol = \"http://\"\n\n    if url.startswith(\"www.\"):\n        url = url[4:]\n\n    parts = url.split(\"/\")\n\n    if url.startswith(\"github.com/\"):\n        url_parts = url.split(\"/\")\n        if len(url_parts) >= 3:\n            owner = url_parts[1]\n            repo = url_parts[2]\n        else:\n            return github_url\n    elif \"/\" in url and not url.startswith(\"github.com\"):\n        url_parts = url.split(\"/\")\n        if len(url_parts) >= 2:\n            owner = url_parts[0]\n            repo = url_parts[1]\n        else:\n            return github_url\n    else:\n        return github_url\n\n    if repo.endswith(\".git\"):\n        repo = repo[:-4]\n\n    return f\"{protocol}github.com/{owner}/{repo}\"",
-    "start_line": 12,
-    "end_line": 57,
-    "has_docstring": true,
-    "docstring": "Sanitize GitHub URL to ensure proper format and remove extra path components.\n\nArgs:\n    github_url: Raw GitHub URL or repository path\n\nReturns:\n    str: Sanitized GitHub URL suitable for cloning",
-    "parameters": [
-      "github_url"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function sanitize_github_url",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
-    "name": "clone_repository",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::sanitize_github_url"
-    ],
-    "source_code": "def clone_repository(github_url: str) -> str:\n    \"\"\"\n    Clone a GitHub repository to a temporary directory.\n\n    Args:\n        github_url: GitHub repository URL (will be sanitized automatically)\n\n    Returns:\n        str: Path to the cloned repository directory\n\n    Raises:\n        RuntimeError: If cloning fails or git executable is not found.\n    \"\"\"\n    if not GIT_EXECUTABLE_PATH:\n        raise RuntimeError(\n            \"Git executable not found. Please install Git and ensure it is in the system's PATH.\"\n        )\n\n    sanitized_url = sanitize_github_url(github_url)\n\n    temp_dir = tempfile.mkdtemp(prefix=\"gitprobe_\")\n\n    try:\n        if os.name == \"nt\":\n            try:\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"config\",\n                        \"--global\",\n                        \"core.longpaths\",\n                        \"true\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n            except:\n                pass\n\n        subprocess.run(\n            [\n                GIT_EXECUTABLE_PATH,\n                \"clone\",\n                \"--depth\",\n                \"1\",\n                \"--filter=blob:none\",\n                sanitized_url,\n                temp_dir,\n            ],\n            check=True,\n            capture_output=True,\n            text=True,\n            timeout=300,\n        )\n\n        if os.name == \"nt\":\n            try:\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"-C\",\n                        temp_dir,\n                        \"config\",\n                        \"core.sparseCheckout\",\n                        \"true\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n\n                sparse_checkout_path = os.path.join(temp_dir, \".git\", \"info\", \"sparse-checkout\")\n                os.makedirs(os.path.dirname(sparse_checkout_path), exist_ok=True)\n                with open(sparse_checkout_path, \"w\") as f:\n                    f.write(\"*\\n\")\n                    f.write(\"!**/tests/**/CvnF9nAXfESwhrtdkjGhX2wAkKHzwr8N2rjExPK8eZYS/**\\n\")\n                    f.write(\n                        \"!**/0x0000000000000000000000000000000000000000000000000000000000000002/**\\n\"\n                    )\n\n                subprocess.run(\n                    [\n                        GIT_EXECUTABLE_PATH,\n                        \"-C\",\n                        temp_dir,\n                        \"read-tree\",\n                        \"-m\",\n                        \"-u\",\n                        \"HEAD\",\n                    ],\n                    capture_output=True,\n                    text=True,\n                )\n            except:\n                pass\n        return temp_dir\n    except subprocess.TimeoutExpired:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(\n            f\"Repository cloning timed out after 5 minutes. The repository may be too large or network is slow.\"\n        )\n    except subprocess.CalledProcessError as e:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(f\"Failed to clone repository: {e.stderr}\")\n    except FileNotFoundError:\n        if os.path.exists(temp_dir):\n            cleanup_repository_safe(temp_dir)\n        raise RuntimeError(\n            f\"Git executable not found at '{GIT_EXECUTABLE_PATH}'. \"\n            \"Please ensure Git is installed and the path is correct.\"\n        )",
-    "start_line": 60,
-    "end_line": 171,
-    "has_docstring": true,
-    "docstring": "Clone a GitHub repository to a temporary directory.\n\nArgs:\n    github_url: GitHub repository URL (will be sanitized automatically)\n\nReturns:\n    str: Path to the cloned repository directory\n\nRaises:\n    RuntimeError: If cloning fails or git executable is not found.",
-    "parameters": [
-      "github_url"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function clone_repository",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
-    "name": "cleanup_repository_safe",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "depends_on": [],
-    "source_code": "def cleanup_repository_safe(repo_dir: str) -> bool:\n    \"\"\"\n    Windows-safe removal of the cloned repository directory.\n    Handles read-only files and permission issues common on Windows.\n\n    Args:\n        repo_dir: Path to the repository directory to remove\n\n    Returns:\n        bool: True if cleanup successful, False otherwise\n    \"\"\"\n\n    def handle_remove_readonly(func, path, exc):\n        \"\"\"Error handler for Windows read-only files.\"\"\"\n        if os.path.exists(path):\n            os.chmod(path, stat.S_IWRITE)\n            func(path)\n\n    try:\n        if os.path.exists(repo_dir):\n            if os.name == \"nt\":\n                shutil.rmtree(repo_dir, onerror=handle_remove_readonly)\n            else:\n                shutil.rmtree(repo_dir)\n            return True\n        return False\n    except PermissionError as e:\n        try:\n            time.sleep(1)\n            if os.path.exists(repo_dir):\n                for root, dirs, files in os.walk(repo_dir):\n                    for dir in dirs:\n                        os.chmod(os.path.join(root, dir), stat.S_IWRITE)\n                    for file in files:\n                        file_path = os.path.join(root, file)\n                        if os.path.exists(file_path):\n                            os.chmod(file_path, stat.S_IWRITE)\n                shutil.rmtree(repo_dir)\n            return True\n        except Exception as retry_e:\n            print(f\"⚠️ Warning: Failed to cleanup {repo_dir} after retry: {str(retry_e)}\")\n            return False\n    except Exception as e:\n        print(f\"⚠️ Warning: Failed to cleanup {repo_dir}: {str(e)}\")\n        return False",
-    "start_line": 174,
-    "end_line": 218,
-    "has_docstring": true,
-    "docstring": "Windows-safe removal of the cloned repository directory.\nHandles read-only files and permission issues common on Windows.\n\nArgs:\n    repo_dir: Path to the repository directory to remove\n\nReturns:\n    bool: True if cleanup successful, False otherwise",
-    "parameters": [
-      "repo_dir"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function cleanup_repository_safe",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly",
-    "name": "handle_remove_readonly",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "depends_on": [],
-    "source_code": "    def handle_remove_readonly(func, path, exc):\n        \"\"\"Error handler for Windows read-only files.\"\"\"\n        if os.path.exists(path):\n            os.chmod(path, stat.S_IWRITE)\n            func(path)",
-    "start_line": 186,
-    "end_line": 190,
-    "has_docstring": true,
-    "docstring": "Error handler for Windows read-only files.",
-    "parameters": [
-      "func",
-      "path",
-      "exc"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function handle_remove_readonly",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::handle_remove_readonly",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
-    "name": "cleanup_repository",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository_safe"
-    ],
-    "source_code": "def cleanup_repository(repo_dir: str) -> bool:\n    \"\"\"\n    Remove the cloned repository directory (wrapper for backward compatibility).\n\n    Args:\n        repo_dir: Path to the repository directory to remove\n\n    Returns:\n        bool: True if cleanup successful, False otherwise\n    \"\"\"\n    return cleanup_repository_safe(repo_dir)",
-    "start_line": 221,
-    "end_line": 231,
-    "has_docstring": true,
-    "docstring": "Remove the cloned repository directory (wrapper for backward compatibility).\n\nArgs:\n    repo_dir: Path to the repository directory to remove\n\nReturns:\n    bool: True if cleanup successful, False otherwise",
-    "parameters": [
-      "repo_dir"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function cleanup_repository",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::cleanup_repository",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url",
-    "name": "parse_github_url",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py",
-    "depends_on": [],
-    "source_code": "def parse_github_url(github_url: str) -> dict:\n    \"\"\"\n    Parse GitHub URL to extract owner and repository name.\n\n    Args:\n        github_url: GitHub repository URL\n\n    Returns:\n        dict: Repository information\n    \"\"\"\n    parts = github_url.rstrip(\"/\").split(\"/\")\n    if len(parts) >= 2:\n        owner = parts[-2]\n        name = parts[-1].replace(\".git\", \"\")\n        return {\n            \"owner\": owner,\n            \"name\": name,\n            \"full_name\": f\"{owner}/{name}\",\n            \"url\": github_url,\n        }\n    return {\n        \"owner\": \"unknown\",\n        \"name\": \"unknown\",\n        \"full_name\": \"unknown\",\n        \"url\": github_url,\n    }",
-    "start_line": 234,
-    "end_line": 259,
-    "has_docstring": true,
-    "docstring": "Parse GitHub URL to extract owner and repository name.\n\nArgs:\n    github_url: GitHub repository URL\n\nReturns:\n    dict: Repository information",
-    "parameters": [
-      "github_url"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function parse_github_url",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::parse_github_url",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer",
-    "name": "RepoAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py",
-    "depends_on": [],
-    "source_code": "class RepoAnalyzer:\n    def __init__(\n        self,\n        include_patterns: Optional[List[str]] = None,\n        exclude_patterns: Optional[List[str]] = None,\n    ) -> None:\n        # Include patterns: if specified, use ONLY those patterns (replaces defaults)\n        self.include_patterns = (\n            include_patterns if include_patterns is not None else DEFAULT_INCLUDE_PATTERNS\n        )\n        # Exclude patterns: if specified, MERGE with default ignore patterns\n        self.exclude_patterns = (\n            list(DEFAULT_IGNORE_PATTERNS) + exclude_patterns\n            if exclude_patterns is not None\n            else list(DEFAULT_IGNORE_PATTERNS)\n        )\n\n    def analyze_repository_structure(self, repo_dir: str) -> Dict:\n        file_tree = self._build_file_tree(repo_dir)\n        return {\n            \"file_tree\": file_tree,\n            \"summary\": {\n                \"total_files\": self._count_files(file_tree),\n                \"total_size_kb\": self._calculate_size(file_tree),\n            },\n        }\n\n    def _build_file_tree(self, repo_dir: str) -> Dict:\n        def build_tree(path: Path, base_path: Path) -> Optional[Dict]:\n            relative_path = path.relative_to(base_path)\n            relative_path_str = str(relative_path)\n\n            # 🚫 Reject symlinks\n            if path.is_symlink():\n                return None\n\n            # 🚫 Reject escaped paths (e.g., symlinks pointing outside)\n            try:\n                if not path.resolve().is_relative_to(base_path.resolve()):\n                    return None\n            except AttributeError:\n                if not str(path.resolve()).startswith(str(base_path.resolve())):\n                    return None\n\n            if self._should_exclude_path(relative_path_str, path.name):\n                return None\n\n            if path.is_file():\n                if not self._should_include_file(relative_path_str, path.name):\n                    return None\n\n                size = path.stat().st_size\n                return {\n                    \"type\": \"file\",\n                    \"name\": path.name,\n                    \"path\": relative_path_str,\n                    \"extension\": path.suffix,\n                    \"_size_bytes\": size,\n                }\n\n            elif path.is_dir():\n                children = []\n                try:\n                    for child in sorted(path.iterdir()):\n                        child_tree = build_tree(child, base_path)\n                        if child_tree is not None:\n                            children.append(child_tree)\n                except PermissionError:\n                    pass\n\n                if children or str(relative_path) == \".\":\n                    return {\n                        \"type\": \"directory\",\n                        \"name\": path.name,\n                        \"path\": relative_path_str,\n                        \"children\": children,\n                    }\n                return None\n\n            # Other types (sockets, devices, etc.)\n            return None\n\n        return build_tree(Path(repo_dir), Path(repo_dir))\n\n    def _should_exclude_path(self, path: str, filename: str) -> bool:\n        for pattern in self.exclude_patterns:\n            if fnmatch.fnmatch(path, pattern) or fnmatch.fnmatch(filename, pattern):\n                return True\n            if pattern.endswith(\"/\") and path.startswith(pattern.rstrip(\"/\")):\n                return True\n            if path.startswith(pattern + \"/\") or path == pattern:\n                return True\n            if pattern in path.split(\"/\"):\n                return True\n        return False\n\n    def _should_include_file(self, path: str, filename: str) -> bool:\n        if not self.include_patterns:\n            return True\n        for pattern in self.include_patterns:\n            if fnmatch.fnmatch(path, pattern) or fnmatch.fnmatch(filename, pattern):\n                return True\n        return False\n\n    def _count_files(self, tree: Dict) -> int:\n        if tree[\"type\"] == \"file\":\n            return 1\n        return sum(self._count_files(child) for child in tree.get(\"children\", []))\n\n    def _calculate_size(self, tree: Dict) -> float:\n        if tree[\"type\"] == \"file\":\n            return tree.get(\"_size_bytes\", 0) / 1024\n        return sum(self._calculate_size(child) for child in tree.get(\"children\", []))",
-    "start_line": 16,
-    "end_line": 128,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class RepoAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analysis\\repo_analyzer.py::RepoAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer",
-    "name": "TreeSitterCAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node"
-    ],
-    "source_code": "class TreeSitterCAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.c', '.h']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str) -> str:\n\t\trel_path = self._get_relative_path()\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_c.language()\n\t\tc_language = Language(language_capsule)\n\t\tparser = Parser(c_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\t# collect all top-level nodes using recursive traversal\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\t# extract relationships between top-level nodes\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\t\"\"\"Recursively extract top-level nodes (functions, structs, and global variables).\"\"\"\n\t\tnode_type = None\n\t\tnode_name = None\n\t\t\n\t\tif node.type == \"function_definition\":\n\t\t\tnode_type = \"function\"\n\t\t\t# look for function_declarator\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tif declarator:\n\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\tif identifier:\n\t\t\t\t\tnode_name = identifier.text.decode()\n\t\telif node.type == \"struct_specifier\":\n\t\t\t# Extract struct definitions: struct Name { ... }\n\t\t\tnode_type = \"struct\"\n\t\t\t# Find type_identifier that represents the struct name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"type_definition\":\n\t\t\t# Handle typedef struct definitions: typedef struct { ... } Name;\n\t\t\t# Check if this typedef contains a struct\n\t\t\tstruct_spec = next((c for c in node.children if c.type == \"struct_specifier\"), None)\n\t\t\tif struct_spec:\n\t\t\t\tnode_type = \"struct\"\n\t\t\t\t# The typedef name is the type_identifier at the end\n\t\t\t\ttype_declarator = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\t\tif type_declarator:\n\t\t\t\t\tnode_name = type_declarator.text.decode()\n\t\telif node.type == \"declaration\":\n\t\t\tif self._is_global_variable(node):\n\t\t\t\tnode_type = \"variable\"\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"init_declarator\":\n\t\t\t\t\t\tidentifier = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\t\tpointer_declarator = next((c for c in child.children if c.type == \"pointer_declarator\"), None)\n\t\t\t\t\t\tif pointer_declarator:\n\t\t\t\t\t\t\tidentifier = next((c for c in pointer_declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"c\",\n\t\t\t\tqualified_name=node_name\n\t\t\t)\n\n\t\t\tif node_type in [\"function\", \"struct\"]:\n\t\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _is_global_variable(self, node) -> bool:\n\t\tparent = node.parent\n\t\twhile parent:\n\t\t\tif parent.type == \"function_definition\":\n\t\t\t\treturn False\n\t\t\tparent = parent.parent\n\t\treturn True\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\t\"\"\"Extract various types of relationships between top-level nodes.\"\"\"\n\t\t\n\t\t# 1. function calls other functions\n\t\tif node.type == \"call_expression\":\n\t\t\tcontaining_function = self._find_containing_function(node, top_level_nodes)\n\t\t\tif containing_function:\n\t\t\t\tcontaining_function_id = self._get_component_id(containing_function)\n\t\t\t\t\n\t\t\t\t# Get called function name. External/libc filtering happens in\n\t\t\t\t# CallGraphAnalyzer after cross-file resolution, so a project\n\t\t\t\t# function that shadows a libc name still gets its edges.\n\t\t\t\tfunction_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\t\tif function_node:\n\t\t\t\t\tcalled_function = function_node.text.decode()\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\tcallee=called_function,  # Use simple name for cross-file resolution\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False  # Let CallGraphAnalyzer resolve\n\t\t\t\t\t))\n\t\t\n\t\t# 2. function uses global variables\n\t\tif node.type == \"identifier\":\n\t\t\tcontaining_function = self._find_containing_function(node, top_level_nodes)\n\t\t\tif containing_function:\n\t\t\t\tvar_name = node.text.decode()\n\t\t\t\t# Check if this identifier refers to a global variable\n\t\t\t\tif var_name in top_level_nodes and top_level_nodes[var_name].component_type == \"variable\":\n\t\t\t\t\tcontaining_function_id = self._get_component_id(containing_function)\n\t\t\t\t\tvar_component_id = self._get_component_id(var_name)\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\tcallee=var_component_id,\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=True  # Local file relationship\n\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _find_containing_function(self, node, top_level_nodes):\n\t\t\"\"\"Find the function that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\t# Get function name\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\tif identifier:\n\t\t\t\t\t\tfunc_name = identifier.text.decode()\n\t\t\t\t\t\tif func_name in top_level_nodes:\n\t\t\t\t\t\t\treturn func_name\n\t\t\tcurrent = current.parent\n\t\treturn None",
-    "start_line": 13,
-    "end_line": 211,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class TreeSitterCAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file",
-    "name": "analyze_c_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::TreeSitterCAnalyzer"
-    ],
-    "source_code": "def analyze_c_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
-    "start_line": 213,
-    "end_line": 215,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_c_file",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\c.py::analyze_c_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer",
-    "name": "TreeSitterCppAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol"
-    ],
-    "source_code": "class TreeSitterCppAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\n\t\tfor ext in ['.cpp', '.cc', '.cxx', '.c++', '.hpp', '.hxx', '.h++', '.h']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str, parent_class: str = None) -> str:\n\t\trel_path = self._get_relative_path()\n\t\tif parent_class:\n\t\t\treturn f\"{rel_path}::{parent_class}.{name}\"\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_cpp.language()\n\t\tcpp_language = Language(language_capsule)\n\t\tparser = Parser(cpp_language)\n\t\troot = self._parse_with_macro_recovery(parser)\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\t# collect all top-level nodes using recursive traversal\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\t# extract relationships between top-level nodes\n\t\tself._extract_relationships(root, top_level_nodes)\n\n\tdef _parse_with_macro_recovery(self, parser):\n\t\t\"\"\"Parse the original source; if it has syntax errors, retry with macro\n\t\tnormalization and keep whichever parse has fewer errors.\n\n\t\tNormalization strips ALL_CAPS tokens by naming convention, which is\n\t\twrong for code whose *types* are ALL_CAPS (e.g. Win32 `HANDLE`/`DWORD`).\n\t\tComparing error counts makes the heuristic self-correcting: clean files\n\t\tare never touched, and normalization is only kept when it demonstrably\n\t\trecovers structure.\n\t\t\"\"\"\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\tif not tree.root_node.has_error:\n\t\t\treturn tree.root_node\n\n\t\tnormalized = self._normalize_for_parser(self.content)\n\t\tif normalized == self.content:\n\t\t\treturn tree.root_node\n\n\t\tnormalized_tree = parser.parse(bytes(normalized, \"utf8\"))\n\t\tif self._count_parse_errors(normalized_tree.root_node) < self._count_parse_errors(tree.root_node):\n\t\t\treturn normalized_tree.root_node\n\t\treturn tree.root_node\n\n\tdef _count_parse_errors(self, root) -> int:\n\t\terrors = 0\n\t\tstack = [root]\n\t\twhile stack:\n\t\t\tnode = stack.pop()\n\t\t\tif node.is_error or node.is_missing:\n\t\t\t\terrors += 1\n\t\t\tstack.extend(node.children)\n\t\treturn errors\n\n\tdef _normalize_for_parser(self, content: str) -> str:\n\t\t\"\"\"Strip ALL_CAPS attribute/specifier macros that sit in front of a\n\t\tdeclaration so tree-sitter can recover the underlying signature. This is\n\t\tname-agnostic: it keys off the conventional ALL_CAPS macro spelling, not\n\t\tany specific library's prefix, and only fires in specifier position so\n\t\tidentifiers used in expressions are preserved. Line count is unchanged so\n\t\treported line numbers stay accurate.\n\t\t\"\"\"\n\t\tnormalized_lines = []\n\t\tfor line in content.splitlines():\n\t\t\tupdated = line\n\t\t\tstandalone = _STANDALONE_MACRO_RE.match(updated)\n\t\t\tif standalone and is_macro_name(standalone.group(1)):\n\t\t\t\tnormalized_lines.append(\"\")\n\t\t\t\tcontinue\n\t\t\tfor pattern in (_SPECIFIER_MACRO_CALL_RE, _SPECIFIER_MACRO_RE):\n\t\t\t\tprevious = None\n\t\t\t\twhile previous != updated:\n\t\t\t\t\tprevious = updated\n\t\t\t\t\tupdated = pattern.sub(\n\t\t\t\t\t\tlambda m: (m.group(1) + m.group(3)) if is_macro_name(m.group(2)) else m.group(0),\n\t\t\t\t\t\tupdated,\n\t\t\t\t\t)\n\t\t\tupdated = _KEYWORD_MACRO_RE.sub(\n\t\t\t\tlambda m: (m.group(1) + m.group(2)) if is_macro_name(m.group(3)) else m.group(0),\n\t\t\t\tupdated,\n\t\t\t)\n\t\t\tnormalized_lines.append(updated)\n\t\treturn \"\\n\".join(normalized_lines)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\t\"\"\"Recursively extract top-level nodes (classes, functions, global variables).\"\"\"\n\t\tnode_type = None\n\t\tnode_name = None\n\t\tcontaining_class = None\n\t\t\n\t\tif node.type == \"class_specifier\":\n\t\t\t# \"class\" + type_identifier + { ... }\n\t\t\tnode_type = \"class\"\n\t\t\t# Find type_identifier that represents the class name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"struct_specifier\":\n\t\t\t# \"struct\" + type_identifier + { ... }\n\t\t\tnode_type = \"struct\"\n\t\t\t# Find type_identifier that represents the struct name\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"function_definition\":\n\t\t\t# Check if this is inside a class or function\n\t\t\tcontaining_class = self._find_containing_class_for_method(node)\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tqualified_parts = self._get_qualified_declarator_parts(declarator) if declarator else []\n\t\t\tif not containing_class and len(qualified_parts) > 1:\n\t\t\t\tcontaining_class = qualified_parts[-2]\n\t\t\tif containing_class:\n\t\t\t\tnode_type = \"method\"\n\t\t\telse:\n\t\t\t\tnode_type = \"function\"\n\t\t\t\n\t\t\tif declarator:\n\t\t\t\tfor child in declarator.children:\n\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"field_identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"qualified_identifier\":\n\t\t\t\t\t\tidentifiers = [c for c in child.children if c.type == \"identifier\"]\n\t\t\t\t\t\tif identifiers:\n\t\t\t\t\t\t\tnode_name = identifiers[-1].text.decode()\n\t\t\t\t\t\t\tbreak\n\t\telif node.type == \"declaration\":\n\t\t\tcontaining_class = self._find_containing_class_for_method(node)\n\t\t\tdeclarator = next((c for c in node.children if c.type == \"function_declarator\"), None)\n\t\t\tif containing_class and declarator:\n\t\t\t\tnode_type = \"method\"\n\t\t\t\tnode_name = self._get_declarator_name(declarator)\n\t\t\telif self._is_global_variable(node):\n\t\t\t\tnode_type = \"variable\"\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"init_declarator\":\n\t\t\t\t\t\tidentifier = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\tif identifier:\n\t\t\t\t\t\t\tnode_name = identifier.text.decode()\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"identifier\":\n\t\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\telif node.type == \"alias_declaration\":\n\t\t\t# using name = type; — aliases are real API surface (e.g. a\n\t\t\t# library's public alias for an internal template), so they are\n\t\t\t# extracted as components and can resolve call/type references.\n\t\t\tnode_type = \"type_alias\"\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"type_definition\":\n\t\t\t# typedef ... name; — the alias name is the trailing type_identifier\n\t\t\tnode_type = \"type_alias\"\n\t\t\tidentifiers = [c for c in node.children if c.type == \"type_identifier\"]\n\t\t\tif identifiers:\n\t\t\t\tnode_name = identifiers[-1].text.decode()\n\t\telif node.type == \"namespace_definition\":\n\t\t\tnode_type = \"namespace\"\n\t\t\tfound_namespace_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"namespace\":\n\t\t\t\t\tfound_namespace_keyword = True\n\t\t\t\telif found_namespace_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tif node_type == \"method\":\n\t\t\t\tcomponent_id = self._get_component_id(node_name, containing_class)\n\t\t\t\ttop_level_key = component_id\n\t\t\telse:\n\t\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\t\ttop_level_key = node_name\n\t\t\t\t\n\t\t\trelative_path = self._get_relative_path()\n\t\t\t\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=containing_class if node_type == \"method\" else None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"cpp\",\n\t\t\t\tqualified_name=f\"{containing_class}.{node_name}\" if containing_class else node_name\n\t\t\t)\n\t\t\t\n\t\t\ttop_level_nodes[top_level_key] = node_obj\n\t\t\ttop_level_nodes[component_id] = node_obj\n\t\t\tif node_type == \"method\" and containing_class:\n\t\t\t\ttop_level_nodes[f\"{containing_class}.{node_name}\"] = node_obj\n\t\t\t\ttop_level_nodes.setdefault(node_name, node_obj)\n\t\t\t\n\t\t\tif node_type in [\"class\", \"struct\", \"function\", \"method\", \"type_alias\"]:\n\t\t\t\tself.nodes.append(node_obj)\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\n\tdef _is_global_variable(self, node) -> bool:\n\t\t\"\"\"Check if a declaration node is a global variable.\"\"\"\n\t\tparent = node.parent\n\t\twhile parent:\n\t\t\tif parent.type in [\"function_definition\", \"class_specifier\", \"struct_specifier\"]:\n\t\t\t\treturn False\n\t\t\tparent = parent.parent\n\t\treturn True\n\n\tdef _get_declarator_name(self, declarator) -> Optional[str]:\n\t\t\"\"\"Extract the declared function or method name from nested declarators.\"\"\"\n\t\tfor child in declarator.children:\n\t\t\tif child.type in [\"identifier\", \"field_identifier\"]:\n\t\t\t\treturn child.text.decode()\n\t\t\tif child.type == \"qualified_identifier\":\n\t\t\t\tidentifiers = [c for c in child.children if c.type in [\"identifier\", \"field_identifier\"]]\n\t\t\t\tif identifiers:\n\t\t\t\t\treturn identifiers[-1].text.decode()\n\t\t\tif child.children:\n\t\t\t\tname = self._get_declarator_name(child)\n\t\t\t\tif name:\n\t\t\t\t\treturn name\n\t\treturn None\n\n\tdef _get_qualified_declarator_parts(self, declarator) -> list[str]:\n\t\tif declarator is None:\n\t\t\treturn []\n\t\tfor child in declarator.children:\n\t\t\tif child.type == \"qualified_identifier\":\n\t\t\t\treturn [\n\t\t\t\t\tc.text.decode()\n\t\t\t\t\tfor c in child.children\n\t\t\t\t\tif c.type in [\"identifier\", \"field_identifier\", \"type_identifier\", \"namespace_identifier\"]\n\t\t\t\t]\n\t\t\tif child.children:\n\t\t\t\tparts = self._get_qualified_declarator_parts(child)\n\t\t\t\tif parts:\n\t\t\t\t\treturn parts\n\t\treturn []\n\n\tdef _find_containing_class_for_method(self, node):\n\t\t\"\"\"Find the class that contains this method definition.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"class_specifier\":\n\t\t\t\t# Get class name\n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\telif current.type == \"struct_specifier\":\n\t\t\t\t# Get struct name \n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\tif node.type == \"call_expression\":\n\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\tif containing_function_id:\n\t\t\t\t\n\t\t\t\t# Get called function name \n\t\t\t\tcalled_function = None\n\t\t\t\treceiver_name = None\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\tcalled_function = child.text.decode()\n\t\t\t\t\t\tbreak\n\t\t\t\t\telif child.type == \"field_expression\":\n\t\t\t\t\t\treceiver_name, method_name = self._get_field_call_parts(child)\n\t\t\t\t\t\tif method_name:\n\t\t\t\t\t\t\tcalled_function = method_name\n\t\t\t\t\t\t\tbreak\n\t\t\t\t\n\t\t\t\tif called_function:\n\t\t\t\t\ttarget_method = None\n\t\t\t\t\tif receiver_name:\n\t\t\t\t\t\treceiver_type = self._find_variable_type(node, receiver_name)\n\t\t\t\t\t\tif receiver_type:\n\t\t\t\t\t\t\ttarget_method = self._find_method_component(called_function, top_level_nodes, receiver_type)\n\t\t\t\t\tif not target_method:\n\t\t\t\t\t\ttarget_method = self._find_method_component(called_function, top_level_nodes)\n\t\t\t\t\ttarget_class = self._find_class_containing_method(called_function, top_level_nodes)\n\n\t\t\t\t\tif target_method:\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=target_method,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif target_class:\n\t\t\t\t\t\ttarget_class_id = self._get_component_id(target_class)\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=target_class_id,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif called_function in top_level_nodes:\n\t\t\t\t\t\tcalled_function_id = top_level_nodes[called_function].id\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=called_function_id,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t))\n\t\t\t\t\telif receiver_name is not None:\n\t\t\t\t\t\t# A member call whose receiver type could not be\n\t\t\t\t\t\t# resolved: a name matching an STL member here is\n\t\t\t\t\t\t# overwhelmingly likely external, so suppress it.\n\t\t\t\t\t\tif not self._is_system_function(called_function):\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\t\tcallee=called_function,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\t\t\telif (\n\t\t\t\t\t\tnot is_macro_name(called_function)\n\t\t\t\t\t\tand called_function not in self._find_template_parameters(node)\n\t\t\t\t\t):\n\t\t\t\t\t\t# Plain calls are emitted for cross-file resolution;\n\t\t\t\t\t\t# external filtering happens centrally after the\n\t\t\t\t\t\t# project resolver has had its chance.\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=called_function,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"base_class_clause\":\n\t\t\t# Find the containing class\n\t\t\tcontaining_class = self._find_containing_class(node)\n\t\t\tif containing_class:\n\t\t\t\ttemplate_params = self._find_template_parameters(node)\n\t\t\t\t# Extract base class names\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\tbase_class = child.text.decode()\n\t\t\t\t\t\tif base_class in template_params or is_macro_name(base_class):\n\t\t\t\t\t\t\tcontinue\n\t\t\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=base_class,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"new_expression\":\n\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\tif containing_function_id:\n\t\t\t\t\n\t\t\t\t# Get the class being instantiated\n\t\t\t\tfor child in node.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\tclass_name = child.text.decode()\n\t\t\t\t\t\tif class_name in top_level_nodes:\n\t\t\t\t\t\t\tclass_id = self._get_component_id(class_name)\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\t\tcallee=class_id,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t\t))\n\t\t\t\t\t\tbreak\n\t\t\n\t\telif node.type == \"identifier\":\n\t\t\tparent = node.parent\n\t\t\tif parent and parent.type not in [\"function_definition\", \"class_specifier\", \"declaration\", \"function_declarator\"]:\n\t\t\t\tvar_name = node.text.decode()\n\t\t\t\tif var_name in top_level_nodes and top_level_nodes[var_name].component_type == \"variable\":\n\t\t\t\t\tcontaining_function_id = self._find_containing_function_or_method(node, top_level_nodes)\n\t\t\t\t\tif containing_function_id:\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_function_id,\n\t\t\t\t\t\t\tcallee=var_name,\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\n\tdef _get_field_call_parts(self, field_expression) -> tuple[Optional[str], Optional[str]]:\n\t\treceiver_name = None\n\t\tmethod_name = None\n\t\tfor child in field_expression.children:\n\t\t\tif child.type == \"field_identifier\":\n\t\t\t\tmethod_name = child.text.decode()\n\t\t\telif child.type == \"identifier\" and receiver_name is None:\n\t\t\t\treceiver_name = child.text.decode()\n\t\t\telif child.type == \"field_expression\" and receiver_name is None:\n\t\t\t\treceiver_name = child.text.decode().split(\".\")[-1].split(\"->\")[-1]\n\t\treturn receiver_name, method_name\n\n\tdef _find_variable_type(self, node, variable_name: str) -> Optional[str]:\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"compound_statement\", \"field_declaration_list\", \"translation_unit\"]:\n\t\t\t\tfound = self._search_variable_declaration(current, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tfound = self._search_parameter_declaration(declarator, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _search_variable_declaration(self, node, variable_name: str) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type == \"declaration\":\n\t\t\t\ttype_name = self._get_declaration_type_name(child)\n\t\t\t\tdeclared_name = self._get_declared_variable_name(child)\n\t\t\t\tif declared_name == variable_name:\n\t\t\t\t\treturn type_name or self._get_constructor_type_name(child)\n\t\t\tif child.children and child.type not in [\"class_specifier\", \"struct_specifier\", \"function_definition\"]:\n\t\t\t\tfound = self._search_variable_declaration(child, variable_name)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\treturn None\n\n\tdef _search_parameter_declaration(self, node, variable_name: str) -> Optional[str]:\n\t\tif node is None:\n\t\t\treturn None\n\t\tif node.type == \"parameter_declaration\":\n\t\t\ttype_name = self._get_declaration_type_name(node)\n\t\t\tdeclared_name = self._get_declared_variable_name(node)\n\t\t\tif declared_name == variable_name:\n\t\t\t\treturn type_name\n\t\tfor child in node.children:\n\t\t\tfound = self._search_parameter_declaration(child, variable_name)\n\t\t\tif found:\n\t\t\t\treturn found\n\t\treturn None\n\n\tdef _get_declaration_type_name(self, node) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type in [\"type_identifier\", \"primitive_type\", \"qualified_identifier\"]:\n\t\t\t\treturn self._last_type_part(child.text.decode())\n\t\t\tif child.type in [\"template_type\", \"generic_type\"]:\n\t\t\t\treturn self._last_type_part(child.text.decode().split(\"<\", 1)[0])\n\t\treturn None\n\n\tdef _get_declared_variable_name(self, node) -> Optional[str]:\n\t\tfor child in reversed(node.children):\n\t\t\tif child.type in [\"identifier\", \"field_identifier\"]:\n\t\t\t\treturn child.text.decode()\n\t\t\tif child.type in [\"init_declarator\", \"pointer_declarator\", \"reference_declarator\", \"array_declarator\"]:\n\t\t\t\tname = self._get_declared_variable_name(child)\n\t\t\t\tif name:\n\t\t\t\t\treturn name\n\t\treturn None\n\n\tdef _get_constructor_type_name(self, node) -> Optional[str]:\n\t\tfor child in node.children:\n\t\t\tif child.type == \"call_expression\":\n\t\t\t\tfor call_child in child.children:\n\t\t\t\t\tif call_child.type in [\"identifier\", \"type_identifier\"]:\n\t\t\t\t\t\treturn call_child.text.decode()\n\t\t\tif child.children:\n\t\t\t\tfound = self._get_constructor_type_name(child)\n\t\t\t\tif found:\n\t\t\t\t\treturn found\n\t\treturn None\n\n\tdef _last_type_part(self, type_name: str) -> str:\n\t\treturn type_name.strip(\"&* \").split(\"::\")[-1]\n\n\tdef _find_containing_function(self, node, top_level_nodes):\n\t\t\"\"\"Find the function that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\t# Get function name\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tidentifier = next((c for c in declarator.children if c.type == \"identifier\"), None)\n\t\t\t\t\tif identifier:\n\t\t\t\t\t\tfunc_name = identifier.text.decode()\n\t\t\t\t\t\tif func_name in top_level_nodes:\n\t\t\t\t\t\t\treturn func_name\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _find_containing_function_or_method(self, node, top_level_nodes):\n\t\t\"\"\"Find the function or method that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"function_definition\":\n\t\t\t\tdeclarator = next((c for c in current.children if c.type == \"function_declarator\"), None)\n\t\t\t\tif declarator:\n\t\t\t\t\tfunc_name = self._get_declarator_name(declarator)\n\t\t\t\t\tif func_name:\n\t\t\t\t\t\tcontaining_class = self._find_containing_class_for_method(current)\n\t\t\t\t\t\tqualified_parts = self._get_qualified_declarator_parts(declarator)\n\t\t\t\t\t\tif not containing_class and len(qualified_parts) > 1:\n\t\t\t\t\t\t\tcontaining_class = qualified_parts[-2]\n\t\t\t\t\t\tif containing_class:\n\t\t\t\t\t\t\treturn self._get_component_id(func_name, containing_class)\n\t\t\t\t\t\treturn self._get_component_id(func_name)\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _get_component_id_for_function(self, func_name, top_level_nodes):\n\t\tif func_name in top_level_nodes:\n\t\t\tnode_obj = top_level_nodes[func_name]\n\t\t\tif hasattr(node_obj, 'class_name') and node_obj.class_name:\n\t\t\t\treturn self._get_component_id(func_name, node_obj.class_name)\n\t\t\telse:\n\t\t\t\treturn self._get_component_id(func_name)\n\t\treturn self._get_component_id(func_name)\n\n\tdef _find_containing_class(self, node):\n\t\t\"\"\"Find the class that contains this node.\"\"\"\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"class_specifier\":\n\t\t\t\t# Get class name\n\t\t\t\tfor child in current.children:\n\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\treturn child.text.decode()\n\t\t\tcurrent = current.parent\n\t\treturn None\n\n\tdef _find_template_parameters(self, node) -> set:\n\t\t\"\"\"Collect template type-parameter names in scope at this node, so a\n\t\treference to `T`/`Char`/... is not reported as an unresolved project\n\t\tsymbol.\"\"\"\n\t\tparams = set()\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"template_declaration\":\n\t\t\t\tparam_list = next(\n\t\t\t\t\t(c for c in current.children if c.type == \"template_parameter_list\"), None\n\t\t\t\t)\n\t\t\t\tif param_list:\n\t\t\t\t\tfor param in param_list.children:\n\t\t\t\t\t\tfor child in getattr(param, \"children\", []):\n\t\t\t\t\t\t\tif child.type == \"type_identifier\":\n\t\t\t\t\t\t\t\tparams.add(child.text.decode())\n\t\t\tcurrent = current.parent\n\t\treturn params\n\n\tdef _is_system_function(self, func_name: str) -> bool:\n\t\t\"\"\"Check if a call target is external rather than a project function.\n\n\t\tBesides the curated standard-library set, an ALL_CAPS callee is treated as\n\t\ta macro invocation: macros are not extracted as components, so a call to\n\t\tone can never resolve to a project function and would otherwise pollute the\n\t\tgraph as unresolved noise. This only affects the unresolved fallback —\n\t\treal components in ALL_CAPS (rare in C++) are matched by the earlier\n\t\tresolution branches before this check runs.\n\t\t\"\"\"\n\t\tif is_external_symbol(\"cpp\", func_name):\n\t\t\treturn True\n\t\treturn is_macro_name(func_name)\n\n\tdef _find_method_component(self, method_name, top_level_nodes, class_name: str = None):\n\t\tif class_name:\n\t\t\tqualified_key = f\"{class_name}.{method_name}\"\n\t\t\tif qualified_key in top_level_nodes:\n\t\t\t\treturn top_level_nodes[qualified_key].id\n\t\tfor node_obj in top_level_nodes.values():\n\t\t\tif node_obj.component_type == \"method\" and node_obj.name == method_name:\n\t\t\t\treturn node_obj.id\n\t\treturn None\n\n\tdef _find_class_containing_method(self, method_name, top_level_nodes):\n\t\tfor node_name, node_obj in top_level_nodes.items():\n\t\t\tif node_obj.component_type in [\"class\", \"struct\"]:\n\t\t\t\tif self._class_has_method(node_obj, method_name):\n\t\t\t\t\treturn node_name\n\t\treturn None\n\n\tdef _class_has_method(self, class_node, method_name):\n\t\tlines = class_node.source_code.split('\\n')\n\t\tfor line in lines:\n\t\t\tif f'{method_name}(' in line and ('void' in line or 'int' in line or 'bool' in line or class_node.name in line):\n\t\t\t\treturn True\n\t\treturn False",
-    "start_line": 36,
-    "end_line": 672,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class TreeSitterCppAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file",
-    "name": "analyze_cpp_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::TreeSitterCppAnalyzer"
-    ],
-    "source_code": "def analyze_cpp_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCppAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
-    "start_line": 674,
-    "end_line": 676,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_cpp_file",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\cpp.py::analyze_cpp_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer",
-    "name": "TreeSitterCSharpAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node"
-    ],
-    "source_code": "class TreeSitterCSharpAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.cs']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str) -> str:\n\t\trel_path = self._get_relative_path()\n\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_c_sharp.language()\n\t\tcs_language = Language(language_capsule)\n\t\tparser = Parser(cs_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\tnode_type = None\n\t\tnode_name = None\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\t# modifiers + class + identifier + body\n\t\t\tis_abstract = any(c.type == \"modifier\" and \"abstract\" in c.text.decode() for c in node.children)\n\t\t\tis_static = any(c.type == \"modifier\" and \"static\" in c.text.decode() for c in node.children)\n\t\t\tif is_static:\n\t\t\t\tnode_type = \"static class\"\n\t\t\telif is_abstract:\n\t\t\t\tnode_type = \"abstract class\"\n\t\t\telse:\n\t\t\t\tnode_type = \"class\"\n\t\t\t# find identifier that comes after class keyword\n\t\t\tfound_class_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"class\":\n\t\t\t\t\tfound_class_keyword = True\n\t\t\t\telif found_class_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"interface_declaration\":\n\t\t\tnode_type = \"interface\"\n\t\t\t# find identifier that comes after interface keyword\n\t\t\tfound_interface_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"interface\":\n\t\t\t\t\tfound_interface_keyword = True\n\t\t\t\telif found_interface_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"struct_declaration\":\n\t\t\tnode_type = \"struct\"\n\t\t\t# find identifier that comes after struct keyword\n\t\t\tfound_struct_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"struct\":\n\t\t\t\t\tfound_struct_keyword = True\n\t\t\t\telif found_struct_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"enum_declaration\":\n\t\t\tnode_type = \"enum\"\n\t\t\t# find identifier that comes after enum keyword\n\t\t\tfound_enum_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"enum\":\n\t\t\t\t\tfound_enum_keyword = True\n\t\t\t\telif found_enum_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"record_declaration\":\n\t\t\tnode_type = \"record\"\n\t\t\t# find identifier that comes after record keyword\n\t\t\tfound_record_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"record\":\n\t\t\t\t\tfound_record_keyword = True\n\t\t\t\telif found_record_keyword and child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\telif node.type == \"delegate_declaration\":\n\t\t\tnode_type = \"delegate\"\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\tnode_name = child.text.decode()\n\t\t\t\t\tbreak\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=None,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id\n\t\t\t)\n\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\tclass_name = self._get_identifier_name_cs(node)\n\t\t\tif class_name:\n\t\t\t\tclass_component_id = self._get_component_id(class_name)\n\t\t\t\t\n\t\t\t\tbase_list = next((c for c in node.children if c.type == \"base_list\"), None)\n\t\t\t\tif base_list:\n\t\t\t\t\tfor child in base_list.children:\n\t\t\t\t\t\tif child.type == \"identifier\":\n\t\t\t\t\t\t\tbase_name = child.text.decode()\n\t\t\t\t\t\t\tif base_name in [n.name for n in top_level_nodes.values()]:\n\t\t\t\t\t\t\t\tbase_component_id = self._get_component_id(base_name)\n\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\tcaller=class_component_id,\n\t\t\t\t\t\t\t\t\tcallee=base_component_id,\n\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\tis_resolved=True\n\t\t\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"property_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\ttype_identifiers = [c for c in node.children if c.type == \"identifier\"]\n\t\t\t\tif len(type_identifiers) >= 2:\n\t\t\t\t\tproperty_type = type_identifiers[0].text.decode()\n\t\t\t\t\tif property_type and not self._is_primitive_type(property_type):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=property_type,  \n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"field_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\ttype_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\t\tif type_node:\n\t\t\t\t\tfield_type = type_node.text.decode()\n\t\t\t\t\tif field_type and not self._is_primitive_type(field_type):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\tcallee=field_type, \n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t))\n\t\t\n\t\telif node.type == \"method_declaration\":\n\t\t\tif containing_class:\n\t\t\t\tcontaining_class_id = self._get_component_id(containing_class)\n\t\t\t\tparam_list = next((c for c in node.children if c.type == \"parameter_list\"), None)\n\t\t\t\tif param_list:\n\t\t\t\t\tfor child in param_list.children:\n\t\t\t\t\t\tif child.type == \"parameter\":\n\t\t\t\t\t\t\ttype_node = next((c for c in child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\tif type_node:\n\t\t\t\t\t\t\t\tparam_type = type_node.text.decode()\n\t\t\t\t\t\t\t\tif param_type and not self._is_primitive_type(param_type):\n\t\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\t\tcaller=containing_class_id,\n\t\t\t\t\t\t\t\t\t\tcallee=param_type,  \n\t\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _is_primitive_type(self, type_name: str) -> bool:\n\t\t\"\"\"Check if type is a C# primitive or common built-in type.\"\"\"\n\t\tprimitives = {\n\t\t\t\"bool\", \"byte\", \"sbyte\", \"char\", \"decimal\", \"double\", \"float\", \"int\", \"uint\", \n\t\t\t\"long\", \"ulong\", \"short\", \"ushort\", \"string\", \"object\", \"void\",\n\t\t\t\"Boolean\", \"Byte\", \"SByte\", \"Char\", \"Decimal\", \"Double\", \"Single\", \"Int32\", \"UInt32\",\n\t\t\t\"Int64\", \"UInt64\", \"Int16\", \"UInt16\", \"String\", \"Object\", \"Void\",\n\t\t\t\"List\", \"Dictionary\", \"IList\", \"IDictionary\", \"IEnumerable\", \"ICollection\",\n\t\t\t\"Task\", \"CancellationToken\", \"DateTime\", \"TimeSpan\", \"Guid\"\n\t\t}\n\t\treturn type_name in primitives\n\t\n\tdef _get_identifier_name(self, node):\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_identifier_name_cs(self, node):\n\t\tif node.type == \"class_declaration\":\n\t\t\tfound_class_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"class\":\n\t\t\t\t\tfound_class_keyword = True\n\t\t\t\telif found_class_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\telif node.type == \"interface_declaration\":\n\t\t\tfound_interface_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"interface\":\n\t\t\t\t\tfound_interface_keyword = True\n\t\t\t\telif found_interface_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\telif node.type == \"struct_declaration\":\n\t\t\tfound_struct_keyword = False\n\t\t\tfor child in node.children:\n\t\t\t\tif child.type == \"struct\":\n\t\t\t\t\tfound_struct_keyword = True\n\t\t\t\telif found_struct_keyword and child.type == \"identifier\":\n\t\t\t\t\treturn child.text.decode()\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_type_name(self, node):\n\t\t\"\"\"Get type name from a type node.\"\"\"\n\t\tif node.type == \"identifier\":\n\t\t\treturn node.text.decode()\n\t\telif node.type == \"generic_name\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\telif node.type == \"predefined_type\":\n\t\t\treturn node.text.decode()\n\t\treturn None\n\t\n\tdef _find_containing_class(self, node, top_level_nodes):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"struct_declaration\", \"enum_declaration\", \"record_declaration\", \"delegate_declaration\"]:\n\t\t\t\tclass_name = self._get_identifier_name_cs(current)\n\t\t\t\tif class_name and class_name in top_level_nodes:\n\t\t\t\t\treturn class_name\n\t\t\tcurrent = current.parent\n\t\treturn None",
-    "start_line": 13,
-    "end_line": 292,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class TreeSitterCSharpAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file",
-    "name": "analyze_csharp_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::TreeSitterCSharpAnalyzer"
-    ],
-    "source_code": "def analyze_csharp_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterCSharpAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
-    "start_line": 294,
-    "end_line": 296,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_csharp_file",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\csharp.py::analyze_csharp_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer",
-    "name": "TreeSitterJavaAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol"
-    ],
-    "source_code": "class TreeSitterJavaAnalyzer:\n\tdef __init__(self, file_path: str, content: str, repo_path: str = None):\n\t\tself.file_path = Path(file_path)\n\t\tself.content = content\n\t\tself.repo_path = repo_path or \"\"\n\t\tself.nodes: List[Node] = []\n\t\tself.call_relationships: List[CallRelationship] = []\n\t\tself.package_name = self._extract_package_name()\n\t\tself.import_map, self.wildcard_imports = self._extract_imports()\n\t\tself._analyze()\n\t\n\tdef _get_module_path(self) -> str:\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\trel_path = os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\trel_path = str(self.file_path)\n\t\telse:\n\t\t\trel_path = str(self.file_path)\n\t\t\n\t\tfor ext in ['.java']:\n\t\t\tif rel_path.endswith(ext):\n\t\t\t\trel_path = rel_path[:-len(ext)]\n\t\t\t\tbreak\n\t\treturn rel_path.replace('/', '.').replace('\\\\', '.')\n\t\n\tdef _get_relative_path(self) -> str:\n\t\t\"\"\"Get relative path from repo root.\"\"\"\n\t\tif self.repo_path:\n\t\t\ttry:\n\t\t\t\treturn os.path.relpath(str(self.file_path), self.repo_path)\n\t\t\texcept ValueError:\n\t\t\t\treturn str(self.file_path)\n\t\telse:\n\t\t\treturn str(self.file_path)\n\t\n\tdef _get_component_id(self, name: str, parent_class: str = None) -> str:\n\t\trel_path = self._get_relative_path()\n\t\tif parent_class:\n\t\t\treturn f\"{rel_path}::{parent_class}.{name}\"\n\t\telse:\n\t\t\treturn f\"{rel_path}::{name}\"\n\n\tdef _extract_package_name(self) -> str:\n\t\tmatch = re.search(r\"^\\s*package\\s+([\\w.]+)\\s*;\", self.content, re.MULTILINE)\n\t\treturn match.group(1) if match else \"\"\n\n\tdef _extract_imports(self) -> tuple[dict[str, str], list[str]]:\n\t\timport_map: dict[str, str] = {}\n\t\twildcards: list[str] = []\n\t\tfor match in re.finditer(r\"^\\s*import\\s+(?:static\\s+)?([\\w.]+)(\\.\\*)?\\s*;\", self.content, re.MULTILINE):\n\t\t\timport_name = match.group(1)\n\t\t\tif match.group(2):\n\t\t\t\twildcards.append(import_name)\n\t\t\telse:\n\t\t\t\timport_map[import_name.rsplit(\".\", 1)[-1]] = import_name\n\t\treturn import_map, wildcards\n\n\tdef _analyze(self):\n\t\tlanguage_capsule = tree_sitter_java.language()\n\t\tjava_language = Language(language_capsule)\n\t\tparser = Parser(java_language)\n\t\ttree = parser.parse(bytes(self.content, \"utf8\"))\n\t\troot = tree.root_node\n\t\tlines = self.content.splitlines()\n\t\t\n\t\ttop_level_nodes = {}\n\t\t\n\t\tself._extract_nodes(root, top_level_nodes, lines)\n\t\t\n\t\tself._extract_relationships(root, top_level_nodes)\n\t\n\tdef _extract_nodes(self, node, top_level_nodes, lines):\n\t\tnode_type = None\n\t\tnode_name = None\n\t\tqualified_name = None\n\t\tclass_name = None\n\t\t\n\t\tif node.type == \"class_declaration\":\n\t\t\tis_abstract = any(c.type == \"modifier\" and c.text.decode() == \"abstract\" for c in node.children)\n\t\t\tnode_type = \"abstract class\" if is_abstract else \"class\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"interface_declaration\":\n\t\t\tnode_type = \"interface\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"enum_declaration\":\n\t\t\tnode_type = \"enum\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"record_declaration\":\n\t\t\tnode_type = \"record\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"annotation_type_declaration\":\n\t\t\tnode_type = \"annotation\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tnode_name = name_node.text.decode() if name_node else None\n\t\t\tqualified_name = self._qualified_type_name(node_name, self._find_containing_type_names(node))\n\t\telif node.type == \"method_declaration\":\n\t\t\tnode_type = \"method\"\n\t\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\t\tif name_node:\n\t\t\t\tmethod_name = name_node.text.decode()\n\t\t\t\tcontaining_types = self._find_containing_type_names(node)\n\t\t\t\tif containing_types:\n\t\t\t\t\tclass_name = containing_types[-1]\n\t\t\t\t\tnode_name = f\"{class_name}.{method_name}\"\n\t\t\t\t\tqualified_name = self._qualified_member_name(containing_types, method_name)\n\t\t\t\telse:\n\t\t\t\t\tnode_name = method_name\n\t\t\t\t\tqualified_name = self._qualify_name(method_name)\n\t\t\n\t\tif node_type and node_name:\n\t\t\tcomponent_id = self._get_component_id(node_name)\n\t\t\trelative_path = self._get_relative_path()\n\t\t\tnode_obj = Node(\n\t\t\t\tid=component_id,\n\t\t\t\tname=node_name,\n\t\t\t\tcomponent_type=node_type,\n\t\t\t\tfile_path=str(self.file_path),\n\t\t\t\trelative_path=relative_path,\n\t\t\t\tsource_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n\t\t\t\tstart_line=node.start_point[0]+1,\n\t\t\t\tend_line=node.end_point[0]+1,\n\t\t\t\thas_docstring=False,\n\t\t\t\tdocstring=\"\",\n\t\t\t\tparameters=None,\n\t\t\t\tnode_type=node_type,\n\t\t\t\tbase_classes=None,\n\t\t\t\tclass_name=class_name,\n\t\t\t\tdisplay_name=f\"{node_type} {node_name}\",\n\t\t\t\tcomponent_id=component_id,\n\t\t\t\tlanguage=\"java\",\n\t\t\t\tqualified_name=qualified_name\n\t\t\t)\n\t\t\tself.nodes.append(node_obj)\n\t\t\ttop_level_nodes[node_name] = node_obj\n\t\t\ttop_level_nodes[component_id] = node_obj\n\t\t\tif qualified_name:\n\t\t\t\ttop_level_nodes[qualified_name] = node_obj\n\t\t\t\ttop_level_nodes.setdefault(qualified_name.split(\".\")[-1], node_obj)\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_nodes(child, top_level_nodes, lines)\n\t\n\tdef _extract_relationships(self, node, top_level_nodes):\n\t\t# 1. Inheritance: Class extends another class\n\t\tif node.type == \"class_declaration\":\n\t\t\tclass_name = self._get_identifier_name(node)\n\t\t\tchildren_types = [c.type for c in node.children]\n\t\t\t\n\t\t\textends_node = next((c for c in node.children if c.type == \"superclass\"), None)\n\t\t\tif extends_node:\n\t\t\t\tbase_class_name = self._get_type_name(extends_node)\n\t\t\t\tif class_name and base_class_name and not self._skip_type(base_class_name, node):\n\t\t\t\t\tcaller_id = self._get_component_id(class_name)\n\t\t\t\t\tcallee_id = self._resolve_java_type(base_class_name, node, top_level_nodes)\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\tcallee=callee_id,  \n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False  \n\t\t\t\t\t))\n\t\t\telse:\n\t\t\t\tlogger.debug(f\"   No superclass found for {class_name}\")\n\t\t\n\t\t# 2. Interface Implementation: Class/enum/record implements interface\n\t\tif node.type in [\"class_declaration\", \"enum_declaration\", \"record_declaration\"]:\n\t\t\timplementer_name = self._get_identifier_name(node)\n\t\t\timplements_node = next((c for c in node.children if c.type == \"super_interfaces\"), None)\n\t\t\tif implements_node and implementer_name:\n\t\t\t\tfor child in implements_node.children:\n\t\t\t\t\tif child.type == \"type_list\":\n\t\t\t\t\t\tfor type_child in child.children:\n\t\t\t\t\t\t\tif type_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\t\t\tinterface_name = self._get_type_name(type_child)\n\t\t\t\t\t\t\t\tif interface_name and not self._skip_type(interface_name, node):\n\t\t\t\t\t\t\t\t\tcaller_id = self._get_component_id(implementer_name)\n\t\t\t\t\t\t\t\t\tcallee_id = self._resolve_java_type(interface_name, node, top_level_nodes)\n\t\t\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\t\t\tcallee=callee_id,  \n\t\t\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t\t\t))\n\t\t\n\t\t# 3. Field Type Use: Class has field of another class/interface type\n\t\tif node.type == \"field_declaration\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\ttype_node = next((c for c in node.children if c.type in [\"type_identifier\", \"generic_type\"]), None)\n\t\t\tif containing_class and type_node:\n\t\t\t\tfield_type_name = self._get_type_name(type_node)\n\t\t\t\tif field_type_name and not self._skip_type(field_type_name, node):\n\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\tcaller=containing_class,\n\t\t\t\t\t\tcallee=self._resolve_java_type(field_type_name, node, top_level_nodes),\n\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t))\n\t\t\n\t\t# 4. Method Calls: Method calls on objects\n\t\tif node.type == \"method_invocation\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\tcontaining_method = self._find_containing_method(node)\n\t\t\tif containing_class:\n\t\t\t\tobject_name = None\n\t\t\t\tmethod_name = None\n\t\t\t\t\n\t\t\t\tidentifiers = [child.text.decode() for child in node.children if child.type == \"identifier\"]\n\t\t\t\tif len(identifiers) >= 2:\n\t\t\t\t\tobject_name = identifiers[0]\n\t\t\t\t\tmethod_name = identifiers[1]\n\t\t\t\telif identifiers:\n\t\t\t\t\tmethod_name = identifiers[0]\n\t\t\t\t\n\t\t\t\tif method_name:\n\t\t\t\t\ttarget_type = None\n\n\t\t\t\t\tcaller_id = containing_method or containing_class\n\n\t\t\t\t\tif object_name and object_name[:1].isupper() and object_name in top_level_nodes:\n\t\t\t\t\t\ttarget_type = object_name\n\t\t\t\t\telif object_name:\n\t\t\t\t\t\ttarget_type = self._find_variable_type(node, object_name, top_level_nodes)\n\t\t\t\t\t\tif not target_type and object_name in top_level_nodes:\n\t\t\t\t\t\t\ttarget_type = object_name\n\t\t\t\t\t\tif not target_type and object_name[:1].isupper() and not object_name.isupper():\n\t\t\t\t\t\t\t# CamelCase receiver with no matching variable reads\n\t\t\t\t\t\t\t# as a static call on a type from another file or an\n\t\t\t\t\t\t\t# import; ALL_CAPS receivers are constants, not types.\n\t\t\t\t\t\t\ttarget_type = object_name\n\n\t\t\t\t\tif target_type and not self._skip_type(target_type, node):\n\t\t\t\t\t\tcallee = self._resolve_java_member(method_name, node, top_level_nodes, target_type)\n\t\t\t\t\t\tif callee not in top_level_nodes and method_name in JAVA_OBJECT_METHODS:\n\t\t\t\t\t\t\t# Inherited java.lang.Object method that the project\n\t\t\t\t\t\t\t# type does not override locally — never a project edge.\n\t\t\t\t\t\t\tcallee = None\n\t\t\t\t\t\tif callee:\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\tcallee=callee,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\t\t\telif not object_name:\n\t\t\t\t\t\tcallee = self._resolve_java_member(method_name, node, top_level_nodes)\n\t\t\t\t\t\tif callee in top_level_nodes or self.import_map.get(method_name) == callee:\n\t\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\t\tcaller=caller_id,\n\t\t\t\t\t\t\t\tcallee=callee,\n\t\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t\t))\n\t\t\n\t\t# 5. Object Creation\n\t\tif node.type == \"object_creation_expression\":\n\t\t\tcontaining_class = self._find_containing_class(node, top_level_nodes)\n\t\t\ttype_node = next((c for c in node.children if c.type in [\"type_identifier\", \"generic_type\"]), None)\n\t\t\tif containing_class and type_node:\n\t\t\t\tcreated_type = self._get_type_name(type_node)\n\t\t\t\tif created_type and not self._skip_type(created_type, node):\n\t\t\t\t\t\tself.call_relationships.append(CallRelationship(\n\t\t\t\t\t\t\tcaller=containing_class,\n\t\t\t\t\t\t\tcallee=self._resolve_java_type(created_type, node, top_level_nodes),\n\t\t\t\t\t\t\tcall_line=node.start_point[0]+1,\n\t\t\t\t\t\t\tis_resolved=False\n\t\t\t\t\t\t))\n\t\t\n\t\t# Recursively process children\n\t\tfor child in node.children:\n\t\t\tself._extract_relationships(child, top_level_nodes)\n\t\n\tdef _is_primitive_type(self, type_name: str) -> bool:\n\t\t\"\"\"Check if type is a Java primitive or a JDK/runtime type.\"\"\"\n\t\tprimitives = {\n\t\t\t\"boolean\", \"byte\", \"char\", \"double\", \"float\", \"int\", \"long\", \"short\",\n\t\t\t\"void\", \"var\",\n\t\t}\n\t\tsimple = self._simple_type_name(type_name)\n\t\tif simple in primitives:\n\t\t\treturn True\n\t\t# Resolve through the import map first so a runtime type written with its\n\t\t# simple name (imported from a `javax.*`/`java.*` package) is judged by its\n\t\t# fully-qualified origin. The prefix rules in is_external_symbol then\n\t\t# filter JDK/runtime packages, while project types — including sibling\n\t\t# packages like `com.other.Bar` — fall through and resolve cross-file. This\n\t\t# generalizes JDK filtering to any repository without enumerating types.\n\t\t# java.lang types (no import to consult) are covered by the curated set\n\t\t# inside is_external_symbol.\n\t\tqualified = self.import_map.get(simple)\n\t\tif qualified is None:\n\t\t\t# A wildcard import of a JDK package (`import java.util.*;`) is the\n\t\t\t# only way a JDK type outside java.lang appears with no explicit\n\t\t\t# import; project wildcard packages fall through to resolution.\n\t\t\tfor wildcard in self.wildcard_imports:\n\t\t\t\tif is_external_symbol(\"java\", f\"{wildcard}.{simple}\"):\n\t\t\t\t\treturn True\n\t\t\tqualified = simple\n\t\treturn is_external_symbol(\"java\", qualified)\n\n\tdef _resolve_java_type(self, type_name: str, context_node=None, top_level_nodes=None) -> str:\n\t\tif not type_name:\n\t\t\treturn type_name\n\t\ttype_name = self._simple_type_name(type_name)\n\t\tif \".\" in type_name:\n\t\t\treturn type_name\n\t\tif type_name in self.import_map:\n\t\t\treturn self.import_map[type_name]\n\t\tif context_node is not None and top_level_nodes is not None:\n\t\t\tcontaining_types = self._find_containing_type_names(context_node)\n\t\t\tfor idx in range(len(containing_types), 0, -1):\n\t\t\t\tcandidate = self._qualify_name(\".\".join([*containing_types[:idx], type_name]))\n\t\t\t\tif candidate in top_level_nodes:\n\t\t\t\t\treturn candidate\n\t\tif self.package_name:\n\t\t\treturn f\"{self.package_name}.{type_name}\"\n\t\treturn type_name\n\n\tdef _resolve_java_member(self, member_name: str, context_node, top_level_nodes, target_type: str = None) -> str:\n\t\tif target_type:\n\t\t\tqualified_type = self._resolve_java_type(target_type, context_node, top_level_nodes)\n\t\t\tcandidate = f\"{qualified_type}.{member_name}\"\n\t\t\tif candidate in top_level_nodes:\n\t\t\t\treturn candidate\n\t\t\tsimple_type = qualified_type.split(\".\")[-1]\n\t\t\tsimple_candidate = f\"{simple_type}.{member_name}\"\n\t\t\tif simple_candidate in top_level_nodes:\n\t\t\t\treturn simple_candidate\n\t\t\treturn candidate\n\n\t\tcontaining_types = self._find_containing_type_names(context_node)\n\t\tfor idx in range(len(containing_types), 0, -1):\n\t\t\tcandidate = self._qualified_member_name(containing_types[:idx], member_name)\n\t\t\tif candidate in top_level_nodes:\n\t\t\t\treturn candidate\n\t\t# A static import maps the bare call to its declaring type, whether\n\t\t# project (`com.foo.Util.checkNotNull`) or JDK (`java.util.Objects.requireNonNull`).\n\t\tif member_name in self.import_map:\n\t\t\treturn self.import_map[member_name]\n\t\treturn self._qualify_name(member_name)\n\n\tdef _skip_type(self, type_name: str, context_node) -> bool:\n\t\t\"\"\"Types that can never be project components: primitives, JDK/runtime\n\t\ttypes, and generic type parameters in scope (e.g. the `K`/`V` of an\n\t\tenclosing `class Cache<K, V>`).\"\"\"\n\t\tif self._is_primitive_type(type_name):\n\t\t\treturn True\n\t\treturn self._simple_type_name(type_name) in self._find_type_parameters(context_node)\n\n\tdef _find_type_parameters(self, node) -> set:\n\t\tparams = set()\n\t\tcurrent = node\n\t\twhile current:\n\t\t\tif current.type in [\n\t\t\t\t\"class_declaration\",\n\t\t\t\t\"interface_declaration\",\n\t\t\t\t\"record_declaration\",\n\t\t\t\t\"method_declaration\",\n\t\t\t]:\n\t\t\t\ttype_parameters = next(\n\t\t\t\t\t(c for c in current.children if c.type == \"type_parameters\"), None\n\t\t\t\t)\n\t\t\t\tif type_parameters:\n\t\t\t\t\tfor param in type_parameters.children:\n\t\t\t\t\t\tif param.type == \"type_parameter\":\n\t\t\t\t\t\t\tfor child in param.children:\n\t\t\t\t\t\t\t\tif child.type in [\"type_identifier\", \"identifier\"]:\n\t\t\t\t\t\t\t\t\tparams.add(child.text.decode())\n\t\t\t\t\t\t\t\t\tbreak\n\t\t\tcurrent = current.parent\n\t\treturn params\n\n\tdef _simple_type_name(self, type_name: str) -> str:\n\t\treturn type_name.strip().split(\"<\", 1)[0].strip()\n\n\tdef _qualify_name(self, name: str) -> str:\n\t\treturn f\"{self.package_name}.{name}\" if self.package_name else name\n\n\tdef _qualified_type_name(self, name: str, containing_types: list[str]) -> str:\n\t\tparts = [*containing_types, name] if name else containing_types\n\t\treturn self._qualify_name(\".\".join(parts)) if parts else \"\"\n\n\tdef _qualified_member_name(self, containing_types: list[str], member_name: str) -> str:\n\t\treturn self._qualify_name(\".\".join([*containing_types, member_name]))\n\t\n\tdef _get_identifier_name(self, node):\n\t\t\"\"\"Get identifier name from a node.\"\"\"\n\t\tname_node = next((c for c in node.children if c.type == \"identifier\"), None)\n\t\treturn name_node.text.decode() if name_node else None\n\t\n\tdef _get_type_name(self, node):\n\t\t\"\"\"Get type name from a type node.\"\"\"\n\t\tif node.type == \"type_identifier\":\n\t\t\treturn node.text.decode()\n\t\telif node.type == \"generic_type\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\telif node.type == \"superclass\":\n\t\t\ttype_node = next((c for c in node.children if c.type == \"type_identifier\"), None)\n\t\t\treturn type_node.text.decode() if type_node else None\n\t\treturn None\n\t\n\tdef _find_containing_class(self, node, top_level_nodes):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"enum_declaration\", \"record_declaration\", \"annotation_type_declaration\"]:\n\t\t\t\tclass_name = self._get_identifier_name(current)\n\t\t\t\tif class_name and class_name in top_level_nodes:\n\t\t\t\t\treturn self._get_component_id(class_name)  \n\t\t\tcurrent = current.parent\n\t\treturn None\n\t\n\tdef _find_variable_type(self, node, variable_name, top_level_nodes):\n\t\tmethod_node = node.parent\n\t\twhile method_node and method_node.type not in [\"method_declaration\", \"constructor_declaration\"]:\n\t\t\tmethod_node = method_node.parent\n\n\t\tif method_node:\n\t\t\tfor child in method_node.children:\n\t\t\t\tif child.type == \"block\" or child.type == \"constructor_body\":\n\t\t\t\t\tvariable_type = self._search_variable_declaration(child, variable_name)\n\t\t\t\t\tif variable_type:\n\t\t\t\t\t\treturn variable_type\n\t\t\t\telif child.type == \"formal_parameters\":\n\t\t\t\t\tfor param in child.children:\n\t\t\t\t\t\tif param.type in [\"formal_parameter\", \"spread_parameter\"]:\n\t\t\t\t\t\t\ttype_node = next(\n\t\t\t\t\t\t\t\t(c for c in param.children if c.type in [\"type_identifier\", \"generic_type\"]),\n\t\t\t\t\t\t\t\tNone,\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t\tidentifier_node = next(\n\t\t\t\t\t\t\t\t(c for c in param.children if c.type == \"identifier\"), None\n\t\t\t\t\t\t\t)\n\t\t\t\t\t\t\tif (\n\t\t\t\t\t\t\t\ttype_node\n\t\t\t\t\t\t\t\tand identifier_node\n\t\t\t\t\t\t\t\tand identifier_node.text.decode() == variable_name\n\t\t\t\t\t\t\t):\n\t\t\t\t\t\t\t\treturn self._get_type_name(type_node)\n\t\t\n\t\tclass_node = node.parent\n\t\twhile class_node and class_node.type != \"class_declaration\":\n\t\t\tclass_node = class_node.parent\n\t\t\t\n\t\tif class_node:\n\t\t\tfor child in class_node.children:\n\t\t\t\tif child.type == \"class_body\":\n\t\t\t\t\tfor body_child in child.children:\n\t\t\t\t\t\tif body_child.type == \"field_declaration\":\n\t\t\t\t\t\t\tidentifier_node = None\n\t\t\t\t\t\t\ttype_node = None\n\t\t\t\t\t\t\tfor field_child in body_child.children:\n\t\t\t\t\t\t\t\tif field_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\t\t\t\ttype_node = field_child\n\t\t\t\t\t\t\t\telif field_child.type == \"variable_declarator\":\n\t\t\t\t\t\t\t\t\tidentifier_node = next((c for c in field_child.children if c.type == \"identifier\"), None)\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\tif identifier_node and type_node and identifier_node.text.decode() == variable_name:\n\t\t\t\t\t\t\t\tfield_type = self._get_type_name(type_node)\n\t\t\t\t\t\t\t\treturn field_type\n\t\t\n\t\treturn None\n\t\n\tdef _search_variable_declaration(self, block_node, variable_name):\n\t\tfor child in block_node.children:\n\t\t\tif child.type == \"local_variable_declaration\":\n\t\t\t\ttype_node = None\n\t\t\t\tidentifier_node = None\n\t\t\t\tfor decl_child in child.children:\n\t\t\t\t\tif decl_child.type in [\"type_identifier\", \"generic_type\"]:\n\t\t\t\t\t\ttype_node = decl_child\n\t\t\t\t\telif decl_child.type == \"variable_declarator\":\n\t\t\t\t\t\tidentifier_node = next((c for c in decl_child.children if c.type == \"identifier\"), None)\n\t\t\t\t\n\t\t\t\tif identifier_node and type_node and identifier_node.text.decode() == variable_name:\n\t\t\t\t\treturn self._get_type_name(type_node)\n\t\t\t\n\t\t\telif child.type == \"block\":\n\t\t\t\tresult = self._search_variable_declaration(child, variable_name)\n\t\t\t\tif result:\n\t\t\t\t\treturn result\n\t\t\n\t\treturn None\n\t\n\tdef _find_containing_class_name(self, node):\n\t\tnames = self._find_containing_type_names(node)\n\t\treturn names[-1] if names else None\n\n\tdef _find_containing_type_names(self, node) -> list[str]:\n\t\tnames = []\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type in [\"class_declaration\", \"interface_declaration\", \"enum_declaration\", \"record_declaration\", \"annotation_type_declaration\"]:\n\t\t\t\tname_node = next((c for c in current.children if c.type == \"identifier\"), None)\n\t\t\t\tif name_node:\n\t\t\t\t\tnames.append(name_node.text.decode())\n\t\t\tcurrent = current.parent\n\t\treturn list(reversed(names))\n\t\n\tdef _find_containing_method(self, node):\n\t\tcurrent = node.parent\n\t\twhile current:\n\t\t\tif current.type == \"method_declaration\":\n\t\t\t\tmethod_name = self._get_identifier_name(current)\n\t\t\t\tclass_name = self._find_containing_class_name(current)\n\t\t\t\tif method_name and class_name:\n\t\t\t\t\treturn self._get_component_id(f\"{class_name}.{method_name}\")\n\t\t\tcurrent = current.parent\n\t\treturn None",
-    "start_line": 18,
-    "end_line": 534,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class TreeSitterJavaAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file",
-    "name": "analyze_java_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::TreeSitterJavaAnalyzer"
-    ],
-    "source_code": "def analyze_java_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n\tanalyzer = TreeSitterJavaAnalyzer(file_path, content, repo_path)\n\treturn analyzer.nodes, analyzer.call_relationships",
-    "start_line": 536,
-    "end_line": 538,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_java_file",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\java.py::analyze_java_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer",
-    "name": "TreeSitterJSAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-      "codewiki\\cli\\utils\\errors.py::warning"
-    ],
-    "source_code": "class TreeSitterJSAnalyzer:\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        \n        self.top_level_nodes = {}\n        \n        self.seen_relationships = set()\n\n        try:\n            language_capsule = tree_sitter_javascript.language()\n            self.js_language = Language(language_capsule)\n            self.parser = Parser(self.js_language)\n\n        except Exception as e:\n            logger.error(f\"Failed to initialize JavaScript parser: {e}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            self.parser = None\n            self.js_language = None\n\n\n    def _add_relationship(self, relationship: CallRelationship) -> bool:\n        rel_key = (relationship.caller, relationship.callee, relationship.call_line)\n        \n        if rel_key not in self.seen_relationships:\n            self.seen_relationships.add(rel_key)\n            self.call_relationships.append(relationship)\n            return True\n        return False\n\n    def analyze(self) -> None:\n        if self.parser is None:\n            logger.warning(f\"Skipping {self.file_path} - parser initialization failed\")\n            return\n\n        try:\n            tree = self.parser.parse(bytes(self.content, \"utf8\"))\n            root_node = tree.root_node\n\n            logger.debug(f\"Parsed AST with root node type: {root_node.type}\")\n\n            self._extract_functions(root_node)\n            self._extract_call_relationships(root_node)\n\n            logger.debug(\n                f\"Analysis complete: {len(self.nodes)} nodes, {len(self.call_relationships)} relationships\"\n            )\n\n        except Exception as e:\n            logger.error(f\"Error analyzing JavaScript file {self.file_path}: {e}\", exc_info=True)\n\n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.js', '.ts', '.jsx', '.tsx', '.mjs', '.cjs']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n\n    def _get_component_id(self, name: str, class_name: str = None, is_method: bool = False) -> str:\n        relative_path = self._get_relative_path()\n\n        if is_method and class_name:\n            return f\"{relative_path}::{class_name}.{name}\"\n        elif class_name and not is_method:\n            return f\"{relative_path}::{name}\"\n        else:\n            return f\"{relative_path}::{name}\"\n\n    def _find_containing_class(self, node) -> Optional[str]:\n        parent = node.parent\n        while parent:\n            if parent.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n                name_node = self._find_child_by_type(parent, \"type_identifier\")\n                if not name_node:\n                    name_node = self._find_child_by_type(parent, \"identifier\")\n                if name_node:\n                    return self._get_node_text(name_node)\n            parent = parent.parent\n        return None\n\n    def _extract_functions(self, node) -> None:\n        self._traverse_for_functions(node)\n        self.nodes.sort(key=lambda n: n.start_line)\n\n    def _traverse_for_functions(self, node) -> None:\n        if node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n            cls = self._extract_class_declaration(node)\n            if cls:\n                self.nodes.append(cls)\n                self.top_level_nodes[cls.name] = cls\n                \n                self._extract_methods_from_class(node, cls.name)\n                \n        elif node.type == \"function_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_function_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        elif node.type == \"generator_function_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_function_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        elif node.type == \"export_statement\":\n            func = self._extract_exported_function(node)\n            if func and self._should_include_function(func):\n                self.nodes.append(func)\n                self.top_level_nodes[func.name] = func\n        elif node.type == \"lexical_declaration\":\n            containing_class = self._find_containing_class(node)\n            if containing_class is None:\n                func = self._extract_arrow_function_from_declaration(node)\n                if func and self._should_include_function(func):\n                    self.nodes.append(func)\n                    self.top_level_nodes[func.name] = func\n        \n        for child in node.children:\n            self._traverse_for_functions(child)\n\n    def _extract_methods_from_class(self, class_node, class_name: str) -> None:\n        class_body = self._find_child_by_type(class_node, \"class_body\")\n        if not class_body:\n            return\n            \n        for child in class_body.children:\n            if child.type == \"method_definition\":\n                method_name = self._get_method_name(child)\n                if method_name:\n                    method_key = f\"{self._get_relative_path()}::{class_name}.{method_name}\"\n                    method_node = self._create_method_node(child, method_name, class_name)\n                    if method_node:\n                        self.top_level_nodes[method_key] = method_node\n            elif child.type == \"field_definition\":\n                # Handle arrow function properties\n                field_name = self._get_field_name(child)\n                if field_name and self._is_arrow_function_field(child):\n                    method_key = f\"{self._get_relative_path()}::{class_name}.{field_name}\"\n                    method_node = self._create_method_node(child, field_name, class_name)\n                    if method_node:\n                        self.top_level_nodes[method_key] = method_node\n\n    def _get_method_name(self, method_node) -> Optional[str]:\n        \"\"\"Get method name from method_definition node.\"\"\"\n        if method_node.type != \"method_definition\":\n            return None\n        \n        for child in method_node.children:\n            if child.type == \"property_identifier\":\n                return self._get_node_text(child)\n        return None\n\n    def _get_field_name(self, field_node) -> Optional[str]:\n        \"\"\"Get field name from field_definition node.\"\"\"\n        if field_node.type != \"field_definition\":\n            return None\n            \n        for child in field_node.children:\n            if child.type == \"property_identifier\":\n                return self._get_node_text(child)\n        return None\n\n    def _is_arrow_function_field(self, field_node) -> bool:\n        \"\"\"Check if field_definition contains an arrow function.\"\"\"\n        for child in field_node.children:\n            if child.type == \"arrow_function\":\n                return True\n        return False\n\n    def _create_method_node(self, node, method_name: str, class_name: str) -> Optional[Node]:\n        \"\"\"Create a method node for relationship mapping.\"\"\"\n        try:\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            component_id = self._get_component_id(method_name, class_name, is_method=True)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=method_name,\n                component_type=\"method\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(self.content.splitlines()[line_start - 1 : line_end]),\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=False,\n                docstring=\"\",\n                parameters=None,\n                node_type=\"method\",\n                base_classes=None,\n                class_name=class_name,\n                display_name=f\"method {method_name}\",\n                component_id=component_id\n            )\n        except Exception as e:\n            logger.debug(f\"Error creating method node for {method_name}: {e}\")\n            return None\n\n    def _extract_class_declaration(self, node) -> Optional[Node]:\n        \"\"\"Extract class/abstract class/interface declaration.\"\"\"\n        try:\n            name_node = self._find_child_by_type(node, \"type_identifier\")\n            if not name_node:\n                name_node = self._find_child_by_type(node, \"identifier\")\n            if not name_node:\n                return None\n            name = self._get_node_text(name_node)\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            docstring = None\n            base_classes = []\n            heritage_node = self._find_child_by_type(node, \"class_heritage\")\n            if heritage_node:\n                for child in heritage_node.children:\n                    if child.type in [\"identifier\", \"type_identifier\"]:\n                        base_classes.append(self._get_node_text(child))\n            code_snippet = \"\\n\".join(self.content.splitlines()[line_start - 1 : line_end])\n            \n            if node.type == \"abstract_class_declaration\":\n                node_type = \"abstract class\"\n                display_name = f\"abstract class {name}\"\n            elif node.type == \"interface_declaration\":\n                node_type = \"interface\"\n                display_name = f\"interface {name}\"\n            else:\n                node_type = \"class\"\n                display_name = f\"class {name}\"\n            \n            component_id = self._get_component_id(name, is_method=False)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=bool(docstring),\n                docstring=docstring or \"\",\n                parameters=None,\n                node_type=node_type,\n                base_classes=base_classes if base_classes else None,\n                class_name=None,\n                display_name=display_name,\n                component_id=component_id,\n            )\n        except Exception:\n            return None\n\n    def _extract_function_declaration(self, node) -> Optional[Node]:\n        try:\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if not name_node:\n                return None\n\n            func_name = self._get_node_text(name_node)\n            line_start = node.start_point[0] + 1\n            line_end = node.end_point[0] + 1\n            parameters = self._extract_parameters(node)\n            code_snippet = self._get_node_text(node)\n\n            # Check for async and generator from code snippet\n            is_async = \"async function\" in code_snippet\n            is_generator = \"function*\" in code_snippet or \"*\" in func_name\n            \n            if is_async and is_generator:\n                display_name = f\"async generator {func_name}\"\n            elif is_async:\n                display_name = f\"async function {func_name}\"\n            elif is_generator:\n                display_name = f\"generator function {func_name}\"\n            else:\n                display_name = f\"function {func_name}\"\n\n            component_id = self._get_component_id(func_name, is_method=False)\n            relative_path = self._get_relative_path()\n\n            return Node(\n                id=component_id,\n                name=func_name,\n                component_type=\"function\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=line_start,\n                end_line=line_end,\n                has_docstring=False,\n                docstring=\"\",\n                parameters=parameters,\n                node_type=\"function\",\n                base_classes=None,\n                class_name=None,\n                display_name=display_name,\n                component_id=component_id,\n            )\n        except Exception as e:\n            logger.debug(f\"Error extracting function declaration: {e}\")\n            return None\n    def _extract_exported_function(self, node) -> Optional[Node]:\n        \"\"\"Extract export function or export default function\"\"\"\n        try:\n            func_decl = self._find_child_by_type(node, \"function_declaration\")\n            if func_decl:\n                func = self._extract_function_declaration(func_decl)\n                if func:\n                    export_text = self._get_node_text(node)\n                    if \"export default\" in export_text and \"function (\" in export_text:\n                        func.name = \"default\"\n                return func\n        except Exception as e:\n            logger.debug(f\"Error extracting exported function: {e}\")\n        return None\n\n    def _extract_arrow_function_from_declaration(self, node) -> Optional[Node]:\n        \"\"\"Extract arrow function or function expression from const/let/var declarations.\"\"\"\n        try:\n            for child in node.children:\n                if child.type == \"variable_declarator\":\n                    name_node = self._find_child_by_type(child, \"identifier\")\n                    func_node = self._find_child_by_type(\n                        child, \"arrow_function\"\n                    ) or self._find_child_by_type(child, \"function_expression\")\n\n                    if name_node and func_node:\n                        func_name = self._get_node_text(name_node)\n                        line_start = func_node.start_point[0] + 1\n                        line_end = func_node.end_point[0] + 1\n                        parameters = self._extract_parameters(func_node)\n                        code_snippet = self._get_node_text(child)\n\n                        component_id = self._get_component_id(func_name, is_method=False)\n                        relative_path = self._get_relative_path()\n\n                        return Node(\n                            id=component_id,\n                            name=func_name,\n                            component_type=\"function\",\n                            file_path=str(self.file_path),\n                            relative_path=relative_path,\n                            source_code=code_snippet,\n                            start_line=line_start,\n                            end_line=line_end,\n                            has_docstring=False,\n                            docstring=\"\",\n                            parameters=parameters,\n                            node_type=\"function\",\n                            base_classes=None,\n                            class_name=None,\n                            display_name=f\"function {func_name}\",\n                            component_id=component_id,\n                        )\n            return None\n        except Exception as e:\n            logger.debug(f\"Error extracting function from declaration: {e}\")\n        return None\n\n    def _should_include_function(self, func: Node) -> bool:\n        excluded_names = {}\n\n        if func.name.lower() in excluded_names:\n            logger.debug(f\"Skipping excluded function: {func.name}\")\n            return False\n\n        return True\n\n    def _extract_parameters(self, node) -> List[str]:\n        parameters = []\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            for child in params_node.children:\n                if child.type == \"identifier\":\n                    parameters.append(self._get_node_text(child))\n        return parameters\n\n    def _extract_call_relationships(self, node) -> None:\n        current_top_level = None\n        self._traverse_for_calls(node, current_top_level)\n\n    def _traverse_for_calls(self, node, current_top_level) -> None:\n        if current_top_level:\n            self._extract_jsdoc_type_dependencies(node, current_top_level)\n        \n        if node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\"]:\n            name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n                \n                heritage_node = self._find_child_by_type(node, \"class_heritage\")\n                if heritage_node:\n                    for child in heritage_node.children:\n                        if child.type in [\"identifier\", \"type_identifier\"]:\n                            base_class = self._get_node_text(child)\n                            caller_id = self._get_component_id(current_top_level)\n                            callee_id = f\"{self._get_relative_path()}::{base_class}\"\n                            inheritance_rel = CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            )\n                            self._add_relationship(inheritance_rel)\n                            \n        elif node.type == \"function_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n        elif node.type == \"generator_function_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            if name_node:\n                current_top_level = self._get_node_text(name_node)\n        elif node.type == \"lexical_declaration\":\n            for child in node.children:\n                if child.type == \"variable_declarator\":\n                    name_node = self._find_child_by_type(child, \"identifier\")\n                    func_node = self._find_child_by_type(child, \"arrow_function\") or self._find_child_by_type(child, \"function_expression\")\n                    if name_node and func_node:\n                        current_top_level = self._get_node_text(name_node)\n\n        if node.type == \"call_expression\" and current_top_level:\n            call_info = self._extract_call_from_node(node, current_top_level)\n            if call_info:\n                self._add_relationship(call_info)\n        \n        elif node.type == \"await_expression\" and current_top_level:\n            call_expr = self._find_child_by_type(node, \"call_expression\")\n            if call_expr:\n                call_info = self._extract_call_from_node(call_expr, current_top_level)\n                if call_info:\n                    self._add_relationship(call_info)\n        \n        elif node.type == \"new_expression\" and current_top_level:\n            callee_name = self._extract_callee_name(node)\n            if callee_name:\n                call_info = CallRelationship(\n                    caller=f\"{self._get_relative_path()}::{current_top_level}\",\n                    callee=f\"{self._get_relative_path()}::{callee_name}\",\n                    call_line=node.start_point[0] + 1,\n                    is_resolved=False\n                )\n                self._add_relationship(call_info)\n\n        for child in node.children:\n            self._traverse_for_calls(child, current_top_level)\n\n    def _extract_call_from_node(self, node, caller_name: str) -> Optional[CallRelationship]:\n        \"\"\"Extract call relationship from a call_expression node.\"\"\"\n        try:\n            call_line = node.start_point[0] + 1\n            callee_name = self._extract_callee_name(node)\n            \n            if not callee_name:\n                return None\n            \n            call_text = self._get_node_text(node)\n            is_method_call = \"this.\" in call_text or \"super.\" in call_text\n            \n            caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n\n            if is_method_call:\n                current_class = None\n                for node_key, node_obj in self.top_level_nodes.items():\n                    if node_obj.component_type == \"class\" and caller_name in node_key:\n                        current_class = node_obj.name\n                        break\n                \n                if current_class:\n                    method_key = f\"{self._get_relative_path()}::{current_class}.{callee_name}\"\n                    if method_key in self.top_level_nodes:\n                        return None\n            \n            callee_id = f\"{self._get_relative_path()}::{callee_name}\"\n            if callee_name in self.top_level_nodes:\n                return CallRelationship(\n                    caller=caller_id,\n                    callee=callee_id,\n                    call_line=call_line,\n                    is_resolved=True,\n                )\n            \n            return CallRelationship(\n                caller=caller_id,\n                callee=callee_id,\n                call_line=call_line,\n                is_resolved=False,\n            )\n            \n        except Exception as e:\n            logger.debug(f\"Error extracting call relationship: {e}\")\n            return None\n\n    def _extract_jsdoc_type_dependencies(self, node, caller_name: str) -> None:\n        \"\"\"Extract type dependencies from JSDoc comments.\"\"\"\n        try:\n            if hasattr(node, 'prev_sibling') and node.prev_sibling:\n                prev = node.prev_sibling\n                if prev.type == \"comment\":\n                    comment_text = self._get_node_text(prev)\n                    self._parse_jsdoc_types(comment_text, caller_name, node.start_point[0] + 1)\n            \n            for child in node.children:\n                if child.type == \"comment\":\n                    comment_text = self._get_node_text(child)\n                    self._parse_jsdoc_types(comment_text, caller_name, node.start_point[0] + 1)\n                    \n        except Exception as e:\n            logger.debug(f\"Error extracting JSDoc dependencies: {e}\")\n\n    def _parse_jsdoc_types(self, comment_text: str, caller_name: str, line_number: int) -> None:\n        \"\"\"Parse JSDoc comment text and extract type references.\"\"\"\n        import re\n        try:\n            type_patterns = [\n                r'@param\\s*\\{([^}]+)\\}',     # @param {Type}\n                r'@returns?\\s*\\{([^}]+)\\}',  # @return {Type} or @returns {Type}\n                r'@type\\s*\\{([^}]+)\\}',      # @type {Type}\n                r'@typedef\\s*\\{[^}]*\\}\\s*(\\w+)', # @typedef {Object} TypeName\n                r'@interface\\s+(\\w+)',       # @interface InterfaceName\n            ]\n            \n            for pattern in type_patterns:\n                matches = re.findall(pattern, comment_text)\n                for match in matches:\n                    type_name = match.strip()\n                    \n                    base_types = self._extract_base_types_from_jsdoc(type_name)\n                    \n                    for base_type in base_types:\n                        if base_type and not self._is_builtin_type_js(base_type):\n                            caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n                            callee_id = f\"{self._get_relative_path()}::{base_type}\"\n                            \n                            type_rel = CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=line_number,\n                                is_resolved=False \n                            )\n                            \n                            if self._add_relationship(type_rel):\n                                pass\n                                    \n        except Exception as e:\n            logger.debug(f\"Error parsing JSDoc types: {e}\")\n\n    def _extract_base_types_from_jsdoc(self, type_str: str) -> list:\n        import re\n        type_str = type_str.strip()\n        \n        base_types = []\n        \n        main_type_match = re.match(r'^(\\w+)', type_str)\n        if main_type_match:\n            base_types.append(main_type_match.group(1))\n        \n        generic_matches = re.findall(r'<([^<>]+)>', type_str)\n        for generic in generic_matches:\n            subtypes = re.findall(r'\\b(\\w+)\\b', generic)\n            base_types.extend(subtypes)\n        \n        if '|' in type_str:\n            union_types = type_str.split('|')\n            for union_type in union_types:\n                clean_type = re.match(r'\\b(\\w+)\\b', union_type.strip())\n                if clean_type:\n                    base_types.append(clean_type.group(1))\n        \n        return base_types\n\n    def _is_builtin_type_js(self, name: str) -> bool:\n        \"\"\"Check if type name is a JavaScript/JSDoc built-in type.\"\"\"\n        builtin_types = {\n            # JavaScript primitive types\n            \"string\", \"number\", \"boolean\", \"object\", \"undefined\", \"null\", \"void\", \"any\",\n            \n            # Global JavaScript types\n            \"Array\", \"Promise\", \"Date\", \"RegExp\", \"Error\", \"Map\", \"Set\", \"WeakMap\", \"WeakSet\",\n            \"Function\", \"Object\", \"String\", \"Number\", \"Boolean\", \"Symbol\", \"BigInt\",\n            \n            \"Element\", \"HTMLElement\", \"Document\", \"Window\", \"Event\", \"EventTarget\", \"Node\",\n            \"Response\", \"Request\", \"Headers\", \"URL\", \"URLSearchParams\", \"FormData\", \"Blob\", \"File\",\n            \n            # Common JSDoc generic parameters\n            \"T\", \"U\", \"V\", \"K\", \"P\", \"R\", \"E\"\n        }\n        return name in builtin_types\n\n    def _extract_callee_name(self, call_node) -> Optional[str]:\n        if not call_node.children:\n            return None\n            \n        callee_node = call_node.children[0]\n\n        if callee_node.type == \"identifier\":\n            return self._get_node_text(callee_node)\n        elif callee_node.type == \"member_expression\":\n            property_node = self._find_child_by_type(callee_node, \"property_identifier\")\n            if property_node:\n                return self._get_node_text(property_node)\n            \n            computed_property = self._find_child_by_type(callee_node, \"computed_property_name\")\n            if computed_property:\n                for child in computed_property.children:\n                    if child.type == \"identifier\":\n                        return self._get_node_text(child)\n        elif callee_node.type == \"super\":\n            return \"super\"\n        elif callee_node.type == \"this\":\n            return \"this\"\n            \n        return None\n\n    def _find_child_by_type(self, node, node_type: str):\n        \"\"\"Find first child node of specified type.\"\"\"\n        for child in node.children:\n            if child.type == node_type:\n                return child\n        return None\n\n    def _get_node_text(self, node) -> str:\n        start_byte = node.start_byte\n        end_byte = node.end_byte\n        return self.content.encode(\"utf8\")[start_byte:end_byte].decode(\"utf8\")\n\n    def _find_containing_class_name(self, method_node) -> Optional[str]:\n        current = method_node.parent\n        while current:\n            if current.type == \"class_declaration\":\n                name_node = self._find_child_by_type(current, \"identifier\")\n                if name_node:\n                    return self._get_node_text(name_node)\n            current = current.parent\n        return None\n\n    def _extract_assignment_name(self, node) -> Optional[str]:\n        if node.type == \"identifier\":\n            return self._get_node_text(node)\n        elif node.type == \"member_expression\":\n            property_node = self._find_child_by_type(node, \"property_identifier\")\n            if property_node:\n                return self._get_node_text(property_node)\n        return None",
-    "start_line": 18,
-    "end_line": 685,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class TreeSitterJSAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter",
-    "name": "analyze_javascript_file_treesitter",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::TreeSitterJSAnalyzer"
-    ],
-    "source_code": "def analyze_javascript_file_treesitter(\n    file_path: str, content: str, repo_path: str = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"Analyze a JavaScript file using tree-sitter.\"\"\"\n    try:\n        logger.debug(f\"Tree-sitter JS analysis for {file_path}\")\n        analyzer = TreeSitterJSAnalyzer(file_path, content, repo_path)\n        analyzer.analyze()\n        logger.debug(\n            f\"Found {len(analyzer.nodes)} top-level nodes, {len(analyzer.call_relationships)} calls\"\n        )\n        return analyzer.nodes, analyzer.call_relationships\n    except Exception as e:\n        logger.error(f\"Error in tree-sitter JS analysis for {file_path}: {e}\", exc_info=True)\n        return [], []",
-    "start_line": 687,
-    "end_line": 701,
-    "has_docstring": true,
-    "docstring": "Analyze a JavaScript file using tree-sitter.",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_javascript_file_treesitter",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\javascript.py::analyze_javascript_file_treesitter",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer",
-    "name": "TreeSitterKotlinAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node"
-    ],
-    "source_code": "class TreeSitterKotlinAnalyzer:\n    def __init__(self, file_path: str, content: str, repo_path: Optional[str] = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self._analyze()\n    \n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.kt', '.kts']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n    \n    def _get_component_id(self, name: str, parent_class: Optional[str] = None) -> str:\n        rel_path = self._get_relative_path()\n        if parent_class:\n            return f\"{rel_path}::{parent_class}.{name}\"\n        else:\n            return f\"{rel_path}::{name}\"\n\n    def _analyze(self):\n        try:\n            language_capsule = tree_sitter_kotlin.language()\n            kotlin_language = Language(language_capsule)\n            parser = Parser(kotlin_language)\n            tree = parser.parse(bytes(self.content, \"utf8\"))\n            root = tree.root_node\n            lines = self.content.splitlines()\n            \n            top_level_nodes = {}\n            \n            self._extract_nodes(root, top_level_nodes, lines)\n            self._extract_relationships(root, top_level_nodes)\n        except Exception as e:\n            logger.error(f\"Error parsing Kotlin file {self.file_path}: {e}\")\n    \n    def _extract_nodes(self, node, top_level_nodes, lines):\n        node_type = None\n        node_name = None\n        \n        if node.type == \"class_declaration\":\n            is_interface = any(c.type == \"interface\" for c in node.children)\n            \n            if is_interface:\n                node_type = \"interface\"\n            else:\n                modifiers = self._get_class_modifiers(node)\n                if \"abstract\" in modifiers:\n                    node_type = \"abstract class\"\n                elif \"data\" in modifiers:\n                    node_type = \"data class\"\n                elif \"enum\" in modifiers:\n                    node_type = \"enum class\"\n                elif \"annotation\" in modifiers:\n                    node_type = \"annotation class\"\n                else:\n                    node_type = \"class\"\n            \n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            node_name = name_node.text.decode() if name_node else None\n            \n        elif node.type == \"object_declaration\":\n            node_type = \"object\"\n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            node_name = name_node.text.decode() if name_node else None\n            \n        elif node.type == \"function_declaration\":\n            name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            if name_node:\n                method_name = name_node.text.decode()\n                containing_class = self._find_containing_class_name(node)\n                if containing_class:\n                    node_type = \"method\"\n                    node_name = f\"{containing_class}.{method_name}\"\n                else:\n                    node_type = \"function\"\n                    node_name = method_name\n        \n        if node_type and node_name:\n            component_id = self._get_component_id(node_name)\n            relative_path = self._get_relative_path()\n            \n            # Extract docstring if present\n            docstring = \"\"\n            if node.prev_sibling and hasattr(node.prev_sibling, \"type\"):\n                if node.prev_sibling.type in (\"line_comment\", \"block_comment\"):\n                    docstring = node.prev_sibling.text.decode().strip()\n                     \n            # Safely extract code lines\n            start_line_idx = node.start_point[0]\n            end_line_idx = node.end_point[0] + 1\n            code_snippet = \"\\n\".join(lines[start_line_idx:end_line_idx]) if start_line_idx < len(lines) else \"\"\n            \n            node_obj = Node(\n                id=component_id,\n                name=node_name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=code_snippet,\n                start_line=node.start_point[0]+1,\n                end_line=node.end_point[0]+1,\n                has_docstring=bool(docstring),\n                docstring=docstring,\n                parameters=None,\n                node_type=node_type,\n                base_classes=None,\n                class_name=None,\n                display_name=f\"{node_type} {node_name}\",\n                component_id=component_id\n            )\n            self.nodes.append(node_obj)\n            top_level_nodes[node_name] = node_obj\n        \n        for child in node.children:\n            self._extract_nodes(child, top_level_nodes, lines)\n    \n    def _get_class_modifiers(self, class_node) -> set:\n        \"\"\"Extract class modifiers (abstract, data, enum, annotation, etc.).\"\"\"\n        modifiers = set()\n        modifiers_node = next((c for c in class_node.children if c.type == \"modifiers\"), None)\n        if modifiers_node:\n            for mod in modifiers_node.children:\n                if mod.type in (\"class_modifier\", \"inheritance_modifier\", \"visibility_modifier\"):\n                    for inner in mod.children:\n                        modifiers.add(inner.type)\n        return modifiers\n            \n    def _extract_relationships(self, node, top_level_nodes):\n        # 1. Inheritance and Interface Implementation via delegation_specifiers\n        if node.type == \"class_declaration\":\n            class_name = self._get_identifier_name(node)\n            delegation_specifiers = next(\n                (c for c in node.children if c.type == \"delegation_specifiers\"), None\n            )\n            if delegation_specifiers and class_name:\n                for spec in delegation_specifiers.children:\n                    if spec.type == \"delegation_specifier\":\n                        for child in spec.children:\n                            type_name = None\n                            if child.type == \"constructor_invocation\":\n                                user_type = next(\n                                    (c for c in child.children if c.type == \"user_type\"), None\n                                )\n                                if user_type:\n                                    type_name = self._get_type_name(user_type)\n                            elif child.type == \"user_type\":\n                                type_name = self._get_type_name(child)\n                            \n                            if type_name and not self._is_primitive_type(type_name):\n                                caller_id = self._get_component_id(class_name)\n                                callee_id = self._get_component_id(type_name)\n                                self.call_relationships.append(CallRelationship(\n                                    caller=caller_id,\n                                    callee=callee_id,\n                                    call_line=node.start_point[0]+1,\n                                    is_resolved=False\n                                ))\n        \n        # 2. Property Type Use (field types)\n        if node.type == \"property_declaration\":\n            containing_class = self._find_containing_class(node, top_level_nodes)\n            var_decl = next((c for c in node.children if c.type == \"variable_declaration\"), None)\n            if containing_class and var_decl:\n                type_node = next(\n                    (c for c in var_decl.children if c.type == \"user_type\"), None\n                )\n                if type_node:\n                    prop_type_name = self._get_type_name(type_node)\n                    if prop_type_name and not self._is_primitive_type(prop_type_name):\n                        self.call_relationships.append(CallRelationship(\n                            caller=containing_class,\n                            callee=prop_type_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n        \n        # 3. Constructor parameter type use\n        if node.type == \"class_parameter\":\n            containing_class_node = node.parent\n            while containing_class_node and containing_class_node.type != \"class_declaration\":\n                containing_class_node = containing_class_node.parent\n            if containing_class_node:\n                class_name = self._get_identifier_name(containing_class_node)\n                if class_name and class_name in top_level_nodes:\n                    type_node = next(\n                        (c for c in node.children if c.type == \"user_type\"), None\n                    )\n                    if type_node:\n                        param_type = self._get_type_name(type_node)\n                        if param_type and not self._is_primitive_type(param_type):\n                            caller_id = self._get_component_id(class_name)\n                            self.call_relationships.append(CallRelationship(\n                                caller=caller_id,\n                                callee=param_type,\n                                call_line=node.start_point[0]+1,\n                                is_resolved=False\n                            ))\n        \n        # 4. Method Calls / Function invocations\n        if node.type == \"call_expression\":\n            caller_id = self._find_containing_method(node) or self._find_containing_class(node, top_level_nodes)\n            \n            target_expr = next(\n                (c for c in node.children if c.type in [\"identifier\", \"navigation_expression\"]), None\n            )\n            \n            if target_expr and caller_id:\n                if target_expr.type == \"identifier\":\n                    callee_name = target_expr.text.decode()\n                    if callee_name and callee_name[0].isupper() and not self._is_primitive_type(callee_name):\n                        callee_id = self._get_component_id(callee_name)\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_id,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                    elif callee_name and not self._is_primitive_type(callee_name):\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                        \n                elif target_expr.type == \"navigation_expression\":\n                    children = list(target_expr.children)\n                    object_node = next(\n                        (c for c in children if c.type == \"identifier\"), None\n                    )\n                    method_node = None\n                    identifiers = [c for c in children if c.type == \"identifier\"]\n                    if len(identifiers) >= 2:\n                        object_node = identifiers[0]\n                        method_node = identifiers[-1]\n                    elif len(identifiers) == 1:\n                        method_node = identifiers[0]\n                        nav_child = next(\n                            (c for c in children if c.type == \"navigation_expression\"), None\n                        )\n                        if nav_child:\n                            object_node = self._get_root_identifier(nav_child)\n                        else:\n                            object_node = None\n                    \n                    if object_node and method_node:\n                        object_name = object_node.text.decode() if hasattr(object_node, 'text') else str(object_node)\n                        method_name = method_node.text.decode()\n                        \n                        target_type = None\n                        if object_name in top_level_nodes:\n                            target_type = object_name\n                        else:\n                            target_type = self._find_variable_type(node, object_name, top_level_nodes)\n                        \n                        if target_type and not self._is_primitive_type(target_type):\n                            callee_id = self._get_component_id(target_type)\n                            self.call_relationships.append(CallRelationship(\n                                caller=caller_id,\n                                callee=callee_id,\n                                call_line=node.start_point[0]+1,\n                                is_resolved=False\n                            ))\n                    elif method_node and not object_node:\n                        callee_name = method_node.text.decode()\n                        self.call_relationships.append(CallRelationship(\n                            caller=caller_id,\n                            callee=callee_name,\n                            call_line=node.start_point[0]+1,\n                            is_resolved=False\n                        ))\n                        \n        for child in node.children:\n            self._extract_relationships(child, top_level_nodes)\n\n    def _is_primitive_type(self, type_name: str) -> bool:\n        \"\"\"Check if type is a Kotlin primitive or common built-in type.\"\"\"\n        primitives = {\n            \"Boolean\", \"Byte\", \"Char\", \"Double\", \"Float\", \"Int\", \"Long\", \"Short\",\n            \"String\", \"Unit\", \"Nothing\", \"Any\",\n            \"List\", \"Set\", \"Map\", \"Collection\", \"Iterable\", \"Sequence\",\n            \"MutableList\", \"MutableSet\", \"MutableMap\", \"MutableCollection\",\n            \"Array\", \"IntArray\", \"LongArray\", \"FloatArray\", \"DoubleArray\",\n            \"BooleanArray\", \"ByteArray\", \"CharArray\", \"ShortArray\",\n            \"Pair\", \"Triple\",\n        }\n        return type_name in primitives\n\n    def _get_identifier_name(self, node):\n        \"\"\"Get identifier name from a node.\"\"\"\n        name_node = next((c for c in node.children if c.type == \"identifier\"), None)\n        return name_node.text.decode() if name_node else None\n    \n    def _get_type_name(self, node) -> Optional[str]:\n        \"\"\"Get the primary type name from a type node, stripping generics.\"\"\"\n        if node.type == \"user_type\":\n            id_node = next((c for c in node.children if c.type == \"identifier\"), None)\n            return id_node.text.decode() if id_node else None\n        elif node.type == \"nullable_type\":\n            inner = next((c for c in node.children if c.type == \"user_type\"), None)\n            if inner:\n                return self._get_type_name(inner)\n        elif node.type == \"identifier\":\n            return node.text.decode()\n        return None\n    \n    def _get_root_identifier(self, nav_node):\n        \"\"\"Get the root identifier from a chain of navigation_expressions.\"\"\"\n        first_child = nav_node.children[0] if nav_node.children else None\n        if first_child:\n            if first_child.type == \"identifier\":\n                return first_child\n            elif first_child.type == \"navigation_expression\":\n                return self._get_root_identifier(first_child)\n        return None\n\n    def _find_containing_class_name(self, node):\n        \"\"\"Walk up to find the containing class/object/interface name.\"\"\"\n        current = node.parent\n        while current:\n            if current.type in (\"class_declaration\", \"object_declaration\"):\n                name_node = next((c for c in current.children if c.type == \"identifier\"), None)\n                if name_node:\n                    return name_node.text.decode()\n            current = current.parent\n        return None\n        \n    def _find_containing_class(self, node, top_level_nodes):\n        \"\"\"Find the component ID of the containing class.\"\"\"\n        class_name = self._find_containing_class_name(node)\n        if class_name and class_name in top_level_nodes:\n             return self._get_component_id(class_name)\n        return None\n\n    def _find_containing_method(self, node):\n        \"\"\"Find the component ID of the containing function/method.\"\"\"\n        current = node.parent\n        while current:\n            if current.type == \"function_declaration\":\n                method_name = self._get_identifier_name(current)\n                class_name = self._find_containing_class_name(current)\n                if method_name:\n                    if class_name:\n                        return self._get_component_id(f\"{class_name}.{method_name}\")\n                    return self._get_component_id(method_name)\n            current = current.parent\n        return None\n\n    def _find_variable_type(self, node, variable_name: str, top_level_nodes) -> Optional[str]:\n        \"\"\"\n        Try to resolve the type of a variable by searching local declarations,\n        function parameters, constructor parameters, and class properties.\n        \"\"\"\n        func_node = node.parent\n        while func_node and func_node.type != \"function_declaration\":\n            func_node = func_node.parent\n        \n        if func_node:\n            params_node = next(\n                (c for c in func_node.children if c.type == \"function_value_parameters\"), None\n            )\n            if params_node:\n                for param in params_node.children:\n                    if param.type == \"parameter\":\n                        param_name_node = next(\n                            (c for c in param.children if c.type == \"identifier\"), None\n                        )\n                        if param_name_node and param_name_node.text.decode() == variable_name:\n                            type_node = next(\n                                (c for c in param.children if c.type in (\"user_type\", \"nullable_type\")), None\n                            )\n                            if type_node:\n                                return self._get_type_name(type_node)\n            \n            body_node = next(\n                (c for c in func_node.children if c.type == \"function_body\"), None\n            )\n            if body_node:\n                block = next((c for c in body_node.children if c.type == \"block\"), None)\n                if block:\n                    result = self._search_variable_declaration(block, variable_name)\n                    if result:\n                        return result\n        \n        class_node = node.parent\n        while class_node and class_node.type not in (\"class_declaration\", \"object_declaration\"):\n            class_node = class_node.parent\n            \n        if class_node:\n            primary_ctor = next(\n                (c for c in class_node.children if c.type == \"primary_constructor\"), None\n            )\n            if primary_ctor:\n                class_params = next(\n                    (c for c in primary_ctor.children if c.type == \"class_parameters\"), None\n                )\n                if class_params:\n                    for param in class_params.children:\n                        if param.type == \"class_parameter\":\n                            param_name = next(\n                                (c for c in param.children if c.type == \"identifier\"), None\n                            )\n                            if param_name and param_name.text.decode() == variable_name:\n                                type_node = next(\n                                    (c for c in param.children if c.type in (\"user_type\", \"nullable_type\")), None\n                                )\n                                if type_node:\n                                    return self._get_type_name(type_node)\n            \n            class_body = next(\n                (c for c in class_node.children if c.type in (\"class_body\", \"enum_class_body\")), None\n            )\n            if class_body:\n                for body_child in class_body.children:\n                    if body_child.type == \"property_declaration\":\n                        var_decl = next(\n                            (c for c in body_child.children if c.type == \"variable_declaration\"), None\n                        )\n                        if var_decl:\n                            prop_name = next(\n                                (c for c in var_decl.children if c.type == \"identifier\"), None\n                            )\n                            if prop_name and prop_name.text.decode() == variable_name:\n                                type_node = next(\n                                    (c for c in var_decl.children if c.type in (\"user_type\", \"nullable_type\")), None\n                                )\n                                if type_node:\n                                    return self._get_type_name(type_node)\n        \n        return None\n    \n    def _search_variable_declaration(self, block_node, variable_name: str) -> Optional[str]:\n        \"\"\"Search for a local variable declaration with explicit type annotation in a block.\"\"\"\n        for child in block_node.children:\n            if child.type == \"property_declaration\":\n                var_decl = next(\n                    (c for c in child.children if c.type == \"variable_declaration\"), None\n                )\n                if var_decl:\n                    name_node = next(\n                        (c for c in var_decl.children if c.type == \"identifier\"), None\n                    )\n                    if name_node and name_node.text.decode() == variable_name:\n                        type_node = next(\n                            (c for c in var_decl.children if c.type in (\"user_type\", \"nullable_type\")), None\n                        )\n                        if type_node:\n                            return self._get_type_name(type_node)\n                        \n                        init_expr = next(\n                            (c for c in child.children if c.type == \"call_expression\"), None\n                        )\n                        if init_expr:\n                            call_id = next(\n                                (c for c in init_expr.children if c.type == \"identifier\"), None\n                            )\n                            if call_id:\n                                inferred = call_id.text.decode()\n                                if inferred and inferred[0].isupper():\n                                    return inferred\n            \n            elif child.type == \"block\":\n                result = self._search_variable_declaration(child, variable_name)\n                if result:\n                    return result\n        \n        return None",
-    "start_line": 13,
-    "end_line": 501,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class TreeSitterKotlinAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file",
-    "name": "analyze_kotlin_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::TreeSitterKotlinAnalyzer"
-    ],
-    "source_code": "def analyze_kotlin_file(file_path: str, content: str, repo_path: Optional[str] = None) -> Tuple[List[Node], List[CallRelationship]]:\n    analyzer = TreeSitterKotlinAnalyzer(file_path, content, repo_path)\n    return analyzer.nodes, analyzer.call_relationships",
-    "start_line": 503,
-    "end_line": 505,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_kotlin_file",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\kotlin.py::analyze_kotlin_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver",
-    "name": "NamespaceResolver",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
-    "depends_on": [],
-    "source_code": "class NamespaceResolver:\n    \"\"\"Resolves PHP class names to fully qualified names using use statements.\"\"\"\n\n    def __init__(self):\n        self.current_namespace: str = \"\"\n        self.use_map: Dict[str, str] = {}  # alias -> fully_qualified_name\n\n    def register_namespace(self, ns: str):\n        \"\"\"Set the current namespace.\"\"\"\n        self.current_namespace = ns.replace(\"\\\\\\\\\", \"\\\\\")\n\n    def register_use(self, fqn: str, alias: str = None):\n        \"\"\"Register a use statement with optional alias.\"\"\"\n        fqn = fqn.replace(\"\\\\\\\\\", \"\\\\\").lstrip(\"\\\\\")\n        alias = alias or fqn.split(\"\\\\\")[-1]\n        self.use_map[alias] = fqn\n\n    def resolve(self, name: str) -> str:\n        \"\"\"Resolve a name to its fully qualified form.\"\"\"\n        if not name:\n            return name\n\n        name = name.replace(\"\\\\\\\\\", \"\\\\\")\n\n        # Already fully qualified\n        if name.startswith(\"\\\\\"):\n            return name[1:]\n\n        # Check use map for alias\n        if name in self.use_map:\n            return self.use_map[name]\n\n        # Check if first part is an alias (for partial qualified names)\n        parts = name.split(\"\\\\\")\n        if parts[0] in self.use_map:\n            base = self.use_map[parts[0]]\n            if len(parts) > 1:\n                return f\"{base}\\\\{'\\\\'.join(parts[1:])}\"\n            return base\n\n        # Prepend current namespace\n        if self.current_namespace:\n            return f\"{self.current_namespace}\\\\{name}\"\n\n        return name",
-    "start_line": 40,
-    "end_line": 84,
-    "has_docstring": true,
-    "docstring": "Resolves PHP class names to fully qualified names using use statements.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class NamespaceResolver",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer",
-    "name": "TreeSitterPHPAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-      "codewiki\\cli\\utils\\errors.py::warning",
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::NamespaceResolver"
-    ],
-    "source_code": "class TreeSitterPHPAnalyzer:\n    \"\"\"Analyzes PHP files using tree-sitter to extract nodes and relationships.\"\"\"\n\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self.namespace_resolver = NamespaceResolver()\n        self._top_level_nodes: Dict[str, Node] = {}\n\n        # Check if this is a template file that should be skipped\n        if self._is_template_file():\n            logger.debug(f\"Skipping template file: {file_path}\")\n            return\n\n        self._analyze()\n\n    def _is_template_file(self) -> bool:\n        \"\"\"Check if file is a PHP template that should be skipped.\"\"\"\n        file_str = str(self.file_path)\n\n        # Check extension patterns\n        for pattern in TEMPLATE_PATTERNS:\n            if file_str.endswith(pattern):\n                return True\n\n        # Check directory patterns\n        for dir_pattern in TEMPLATE_DIRECTORIES:\n            if f\"/{dir_pattern}/\" in file_str or f\"\\\\{dir_pattern}\\\\\" in file_str:\n                return True\n\n        return False\n\n    def _get_module_path(self) -> str:\n        \"\"\"Get module path for the file.\"\"\"\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n\n        # Remove .php extension\n        for ext in ['.php', '.phtml', '.inc']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n\n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        return str(self.file_path)\n\n    def _get_component_id(self, name: str, parent_class: str = None) -> str:\n        \"\"\"Generate component ID for a node.\"\"\"\n        rel_path = self._get_relative_path()\n        if parent_class:\n            return f\"{rel_path}::{parent_class}.{name}\"\n        return f\"{rel_path}::{name}\"\n\n    def _analyze(self):\n        \"\"\"Parse and analyze the PHP file.\"\"\"\n        try:\n            # Use language_php for mixed PHP/HTML files (most common)\n            php_lang_capsule = tree_sitter_php.language_php()\n            php_language = Language(php_lang_capsule)\n            parser = Parser(php_language)\n\n            tree = parser.parse(bytes(self.content, \"utf8\"))\n            root = tree.root_node\n            lines = self.content.splitlines()\n\n            # First pass: extract namespace and use statements\n            self._extract_namespace_info(root)\n\n            # Second pass: extract nodes\n            self._extract_nodes(root, lines, depth=0)\n\n            # Third pass: extract relationships\n            self._extract_relationships(root, depth=0)\n\n        except RecursionError:\n            logger.warning(f\"Max recursion depth exceeded in {self.file_path}\")\n        except Exception as e:\n            logger.error(f\"Error parsing PHP file {self.file_path}: {e}\")\n\n    def _extract_namespace_info(self, node, depth: int = 0):\n        \"\"\"Extract namespace and use statements from the AST.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            return\n\n        if node.type == \"namespace_definition\":\n            # Get namespace name\n            name_node = self._find_child_by_type(node, \"namespace_name\")\n            if name_node:\n                self.namespace_resolver.register_namespace(name_node.text.decode())\n\n        elif node.type == \"namespace_use_declaration\":\n            self._extract_use_statement(node)\n\n        for child in node.children:\n            self._extract_namespace_info(child, depth + 1)\n\n    def _extract_use_statement(self, node):\n        \"\"\"Extract use statement(s) from a namespace_use_declaration node.\"\"\"\n        # Handle group use: use App\\{User, Post};\n        group_node = self._find_child_by_type(node, \"namespace_use_group\")\n        if group_node:\n            prefix_node = self._find_child_by_type(node, \"namespace_name\")\n            prefix = prefix_node.text.decode() if prefix_node else \"\"\n\n            for child in group_node.children:\n                if child.type == \"namespace_use_group_clause\":\n                    name_node = self._find_child_by_type(child, \"namespace_name\")\n                    alias_node = self._find_child_by_type(child, \"namespace_aliasing_clause\")\n\n                    if name_node:\n                        fqn = f\"{prefix}\\\\{name_node.text.decode()}\" if prefix else name_node.text.decode()\n                        alias = None\n                        if alias_node:\n                            alias_name = self._find_child_by_type(alias_node, \"name\")\n                            if alias_name:\n                                alias = alias_name.text.decode()\n                        self.namespace_resolver.register_use(fqn, alias)\n        else:\n            # Handle simple use: use App\\User; or use App\\User as U;\n            for child in node.children:\n                if child.type == \"namespace_use_clause\":\n                    name_node = self._find_child_by_type(child, \"qualified_name\") or \\\n                                self._find_child_by_type(child, \"namespace_name\")\n                    alias_node = self._find_child_by_type(child, \"namespace_aliasing_clause\")\n\n                    if name_node:\n                        fqn = name_node.text.decode()\n                        alias = None\n                        if alias_node:\n                            alias_name = self._find_child_by_type(alias_node, \"name\")\n                            if alias_name:\n                                alias = alias_name.text.decode()\n                        self.namespace_resolver.register_use(fqn, alias)\n\n    def _extract_nodes(self, node, lines: List[str], depth: int = 0, parent_class: str = None):\n        \"\"\"Extract class, interface, trait, enum, function, and method nodes.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            logger.warning(f\"Max recursion depth reached in {self.file_path}\")\n            return\n\n        node_type = None\n        node_name = None\n        docstring = \"\"\n\n        # Get preceding docstring (PHPDoc)\n        docstring = self._get_preceding_docstring(node, lines)\n\n        if node.type == \"class_declaration\":\n            # Check for abstract class\n            is_abstract = any(\n                c.type == \"abstract_modifier\" or\n                (c.type == \"modifier\" and c.text.decode() == \"abstract\")\n                for c in node.children\n            )\n            node_type = \"abstract class\" if is_abstract else \"class\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"interface_declaration\":\n            node_type = \"interface\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"trait_declaration\":\n            node_type = \"trait\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"enum_declaration\":\n            node_type = \"enum\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"function_definition\":\n            node_type = \"function\"\n            name_node = self._find_child_by_type(node, \"name\")\n            node_name = name_node.text.decode() if name_node else None\n\n        elif node.type == \"method_declaration\":\n            node_type = \"method\"\n            name_node = self._find_child_by_type(node, \"name\")\n            if name_node:\n                method_name = name_node.text.decode()\n                containing_class = parent_class or self._find_containing_class_name(node)\n                if containing_class:\n                    node_name = f\"{containing_class}.{method_name}\"\n                else:\n                    node_name = method_name\n\n        if node_type and node_name:\n            component_id = self._get_component_id(node_name)\n            relative_path = self._get_relative_path()\n\n            # Extract parameters for functions/methods\n            parameters = None\n            if node_type in (\"function\", \"method\"):\n                parameters = self._extract_parameters(node)\n\n            # Extract base classes for classes\n            base_classes = None\n            if node_type in (\"class\", \"abstract class\"):\n                base_classes = self._extract_base_classes(node)\n\n            node_obj = Node(\n                id=component_id,\n                name=node_name,\n                component_type=node_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(lines[node.start_point[0]:node.end_point[0]+1]),\n                start_line=node.start_point[0] + 1,\n                end_line=node.end_point[0] + 1,\n                has_docstring=bool(docstring),\n                docstring=docstring,\n                parameters=parameters,\n                node_type=node_type,\n                base_classes=base_classes,\n                class_name=parent_class,\n                display_name=f\"{node_type} {node_name}\",\n                component_id=component_id\n            )\n            self.nodes.append(node_obj)\n            self._top_level_nodes[node_name] = node_obj\n\n            # Track current class for method extraction\n            if node_type in (\"class\", \"abstract class\", \"interface\", \"trait\", \"enum\"):\n                parent_class = node_name\n\n        # Recursively process children\n        for child in node.children:\n            self._extract_nodes(child, lines, depth + 1, parent_class)\n\n    def _extract_relationships(self, node, depth: int = 0):\n        \"\"\"Extract dependency relationships from the AST.\"\"\"\n        if depth > MAX_RECURSION_DEPTH:\n            return\n\n        # 1. Use statements (already registered, now create relationships)\n        if node.type == \"namespace_use_declaration\":\n            self._add_use_relationships(node)\n\n        # 2. Class inheritance (extends)\n        if node.type == \"class_declaration\":\n            class_name = self._get_name_from_node(node)\n            base_clause = self._find_child_by_type(node, \"base_clause\")\n            if base_clause and class_name:\n                base_name = self._get_type_from_clause(base_clause)\n                if base_name and not self._is_primitive(base_name):\n                    resolved_base = self.namespace_resolver.resolve(base_name)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(class_name),\n                        callee=resolved_base.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 3. Interface implementation (implements)\n        if node.type in (\"class_declaration\", \"enum_declaration\"):\n            implementer_name = self._get_name_from_node(node)\n            interface_clause = self._find_child_by_type(node, \"class_interface_clause\")\n            if interface_clause and implementer_name:\n                for child in interface_clause.children:\n                    if child.type in (\"name\", \"qualified_name\"):\n                        interface_name = child.text.decode()\n                        if not self._is_primitive(interface_name):\n                            resolved_interface = self.namespace_resolver.resolve(interface_name)\n                            self.call_relationships.append(CallRelationship(\n                                caller=self._get_component_id(implementer_name),\n                                callee=resolved_interface.replace(\"\\\\\", \".\"),\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            ))\n\n        # 4. Object creation (new)\n        if node.type == \"object_creation_expression\":\n            containing_class = self._find_containing_class_name(node)\n            type_node = self._find_child_by_type(node, \"name\") or \\\n                       self._find_child_by_type(node, \"qualified_name\")\n            if type_node:\n                created_type = type_node.text.decode()\n                if not self._is_primitive(created_type) and containing_class:\n                    resolved_type = self.namespace_resolver.resolve(created_type)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_type.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 5. Static method calls (::)\n        if node.type == \"scoped_call_expression\":\n            containing_class = self._find_containing_class_name(node)\n            scope_node = self._find_child_by_type(node, \"name\") or \\\n                        self._find_child_by_type(node, \"qualified_name\")\n            if scope_node and containing_class:\n                target_class = scope_node.text.decode()\n                if not self._is_primitive(target_class):\n                    resolved_target = self.namespace_resolver.resolve(target_class)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_target.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # 6. Property promotion in constructor (PHP 8+)\n        if node.type == \"property_promotion_parameter\":\n            containing_class = self._find_containing_class_name(node)\n            type_node = self._find_child_by_type(node, \"type_list\") or \\\n                       self._find_child_by_type(node, \"named_type\")\n            if type_node and containing_class:\n                type_name = self._extract_type_name(type_node)\n                if type_name and not self._is_primitive(type_name):\n                    resolved_type = self.namespace_resolver.resolve(type_name)\n                    self.call_relationships.append(CallRelationship(\n                        caller=self._get_component_id(containing_class),\n                        callee=resolved_type.replace(\"\\\\\", \".\"),\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n\n        # Recursively process children\n        for child in node.children:\n            self._extract_relationships(child, depth + 1)\n\n    def _add_use_relationships(self, node):\n        \"\"\"Add relationships for use statements.\"\"\"\n        # Get all use clauses from the declaration\n        for child in node.children:\n            if child.type == \"namespace_use_clause\":\n                name_node = self._find_child_by_type(child, \"qualified_name\") or \\\n                           self._find_child_by_type(child, \"namespace_name\")\n                if name_node:\n                    fqn = name_node.text.decode().replace(\"\\\\\", \".\")\n                    # Add relationship from file to imported class\n                    file_id = self._get_relative_path()\n                    self.call_relationships.append(CallRelationship(\n                        caller=file_id,\n                        callee=fqn,\n                        call_line=node.start_point[0] + 1,\n                        is_resolved=False\n                    ))\n            elif child.type == \"namespace_use_group\":\n                prefix_node = self._find_child_by_type(node, \"namespace_name\")\n                prefix = prefix_node.text.decode() if prefix_node else \"\"\n\n                for group_child in child.children:\n                    if group_child.type == \"namespace_use_group_clause\":\n                        name_node = self._find_child_by_type(group_child, \"namespace_name\")\n                        if name_node:\n                            fqn = f\"{prefix}\\\\{name_node.text.decode()}\" if prefix else name_node.text.decode()\n                            file_id = self._get_relative_path()\n                            self.call_relationships.append(CallRelationship(\n                                caller=file_id,\n                                callee=fqn.replace(\"\\\\\", \".\"),\n                                call_line=node.start_point[0] + 1,\n                                is_resolved=False\n                            ))\n\n    def _find_child_by_type(self, node, child_type: str):\n        \"\"\"Find first child of a specific type.\"\"\"\n        for child in node.children:\n            if child.type == child_type:\n                return child\n        return None\n\n    def _get_name_from_node(self, node) -> Optional[str]:\n        \"\"\"Get name from a declaration node.\"\"\"\n        name_node = self._find_child_by_type(node, \"name\")\n        return name_node.text.decode() if name_node else None\n\n    def _get_type_from_clause(self, clause_node) -> Optional[str]:\n        \"\"\"Extract type name from a base_clause or interface_clause.\"\"\"\n        for child in clause_node.children:\n            if child.type in (\"name\", \"qualified_name\"):\n                return child.text.decode()\n        return None\n\n    def _extract_type_name(self, type_node) -> Optional[str]:\n        \"\"\"Extract type name from a type node.\"\"\"\n        if type_node.type == \"named_type\":\n            name_node = self._find_child_by_type(type_node, \"name\") or \\\n                       self._find_child_by_type(type_node, \"qualified_name\")\n            if name_node:\n                return name_node.text.decode()\n        elif type_node.type in (\"name\", \"qualified_name\"):\n            return type_node.text.decode()\n        elif type_node.type == \"type_list\":\n            # Get first type from union/intersection\n            for child in type_node.children:\n                if child.type == \"named_type\":\n                    return self._extract_type_name(child)\n        return type_node.text.decode() if hasattr(type_node, 'text') else None\n\n    def _find_containing_class_name(self, node) -> Optional[str]:\n        \"\"\"Find the name of the containing class/interface/trait/enum.\"\"\"\n        current = node.parent\n        while current:\n            if current.type in (\"class_declaration\", \"interface_declaration\",\n                               \"trait_declaration\", \"enum_declaration\"):\n                name_node = self._find_child_by_type(current, \"name\")\n                if name_node:\n                    return name_node.text.decode()\n            current = current.parent\n        return None\n\n    def _get_preceding_docstring(self, node, lines: List[str]) -> str:\n        \"\"\"Extract PHPDoc comment preceding a node.\"\"\"\n        if node.start_point[0] == 0:\n            return \"\"\n\n        # Look at previous sibling or check lines before\n        prev_sibling = node.prev_named_sibling\n        if prev_sibling and prev_sibling.type == \"comment\":\n            comment_text = prev_sibling.text.decode()\n            if comment_text.startswith(\"/**\"):\n                return comment_text\n\n        # Check lines directly before the node\n        start_line = node.start_point[0]\n        if start_line > 0:\n            for i in range(start_line - 1, max(0, start_line - 10), -1):\n                line = lines[i].strip() if i < len(lines) else \"\"\n                if line.endswith(\"*/\"):\n                    # Found end of docblock, now find start\n                    docblock_lines = []\n                    for j in range(i, max(0, i - 50), -1):\n                        docblock_lines.insert(0, lines[j] if j < len(lines) else \"\")\n                        if \"/**\" in (lines[j] if j < len(lines) else \"\"):\n                            return \"\\n\".join(docblock_lines)\n                elif line and not line.startswith(\"*\") and not line.startswith(\"/**\"):\n                    break\n\n        return \"\"\n\n    def _extract_parameters(self, node) -> Optional[List[str]]:\n        \"\"\"Extract function/method parameters as list of strings.\"\"\"\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            params = []\n            for child in params_node.children:\n                if child.type in (\"simple_parameter\", \"property_promotion_parameter\", \"variadic_parameter\"):\n                    # Get the variable name\n                    var_node = self._find_child_by_type(child, \"variable_name\")\n                    if var_node:\n                        param_text = var_node.text.decode()\n                        # Get type if present\n                        type_node = self._find_child_by_type(child, \"named_type\") or \\\n                                   self._find_child_by_type(child, \"primitive_type\")\n                        if type_node:\n                            param_text = f\"{type_node.text.decode()} {param_text}\"\n                        params.append(param_text)\n            return params if params else None\n        return None\n\n    def _extract_base_classes(self, node) -> Optional[List[str]]:\n        \"\"\"Extract base class names from a class declaration.\"\"\"\n        base_classes = []\n\n        base_clause = self._find_child_by_type(node, \"base_clause\")\n        if base_clause:\n            for child in base_clause.children:\n                if child.type in (\"name\", \"qualified_name\"):\n                    base_classes.append(child.text.decode())\n\n        interface_clause = self._find_child_by_type(node, \"class_interface_clause\")\n        if interface_clause:\n            for child in interface_clause.children:\n                if child.type in (\"name\", \"qualified_name\"):\n                    base_classes.append(child.text.decode())\n\n        return base_classes if base_classes else None\n\n    def _is_primitive(self, type_name: str) -> bool:\n        \"\"\"Check if type is a PHP primitive or built-in type.\"\"\"\n        if not type_name:\n            return True\n        # Remove leading backslash and check\n        clean_name = type_name.lstrip(\"\\\\\").split(\"\\\\\")[-1]\n        return clean_name.lower() in {p.lower() for p in PHP_PRIMITIVES}",
-    "start_line": 87,
-    "end_line": 582,
-    "has_docstring": true,
-    "docstring": "Analyzes PHP files using tree-sitter to extract nodes and relationships.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class TreeSitterPHPAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file",
-    "name": "analyze_php_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::TreeSitterPHPAnalyzer"
-    ],
-    "source_code": "def analyze_php_file(file_path: str, content: str, repo_path: str = None) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"\n    Analyze a PHP file and extract nodes and call relationships.\n\n    Args:\n        file_path: Path to the PHP file\n        content: Content of the PHP file\n        repo_path: Optional path to the repository root\n\n    Returns:\n        Tuple of (nodes, call_relationships)\n    \"\"\"\n    analyzer = TreeSitterPHPAnalyzer(file_path, content, repo_path)\n    return analyzer.nodes, analyzer.call_relationships",
-    "start_line": 585,
-    "end_line": 598,
-    "has_docstring": true,
-    "docstring": "Analyze a PHP file and extract nodes and call relationships.\n\nArgs:\n    file_path: Path to the PHP file\n    content: Content of the PHP file\n    repo_path: Optional path to the repository root\n\nReturns:\n    Tuple of (nodes, call_relationships)",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_php_file",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\php.py::analyze_php_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer",
-    "name": "PythonASTAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-      "codewiki\\cli\\utils\\errors.py::warning"
-    ],
-    "source_code": "class PythonASTAnalyzer(ast.NodeVisitor):\n\n    def __init__(self, file_path: str, content: str, repo_path: Optional[str] = None):\n        \"\"\"\n        Initialize the Python AST analyzer.\n\n        Args:\n            file_path: Path to the Python file being analyzed\n            content: Raw content of the Python file\n            repo_path: Repository root path for calculating relative paths\n        \"\"\"\n        self.file_path = file_path\n        self.repo_path = repo_path\n        self.content = content\n        self.lines = content.splitlines()\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        self.current_class_name: str | None = None\n        self.current_function_name: str | None = None\n        \n        self.top_level_nodes = {}\n    \n    def _get_relative_path(self) -> str:\n        \"\"\"Get relative path from repo root.\"\"\"\n        if self.repo_path:\n            return os.path.relpath(self.file_path, self.repo_path)\n        return str(self.file_path)\n\n    def _get_module_path(self) -> str:\n        try:\n            relative_path = self._get_relative_path()\n            path = relative_path\n            for ext in ['.py', '.pyx']:\n                if path.endswith(ext):\n                    path = path[:-len(ext)]\n                    break\n            return path.replace('/', '.').replace('\\\\', '.')\n        except:\n            return str(self.file_path).replace('/', '.').replace('\\\\', '.')\n    \n    def _get_component_id(self, name: str) -> str:\n        \"\"\"Generate component ID in relative_path::name format.\"\"\"\n        rel_path = self._get_relative_path()\n        if self.current_class_name:\n            return f\"{rel_path}::{self.current_class_name}.{name}\"\n        else:\n            return f\"{rel_path}::{name}\"\n\n    def generic_visit(self, node):\n        \"\"\"Override generic_visit to continue AST traversal.\"\"\"\n        super().generic_visit(node)\n\n    def visit_ClassDef(self, node: ast.ClassDef):\n        \"\"\"Visit class definition and add to top-level nodes.\"\"\"\n\n        base_classes = [self._extract_base_class_name(base) for base in node.bases]\n        base_classes = [name for name in base_classes if name is not None]\n        \n        component_id = f\"{self._get_relative_path()}::{node.name}\"\n        relative_path = self._get_relative_path()\n\n        class_node = Node(\n            id=component_id,\n            name=node.name,\n            component_type=\"class\",\n            file_path=str(self.file_path),\n            relative_path=relative_path,\n            source_code=\"\\n\".join(self.lines[node.lineno - 1 : node.end_lineno or node.lineno]),\n            start_line=node.lineno,\n            end_line=node.end_lineno,\n            has_docstring=bool(ast.get_docstring(node)),\n            docstring=ast.get_docstring(node) or \"\",\n            parameters=None,\n            node_type=\"class\",\n            base_classes=base_classes if base_classes else None,\n            class_name=None,\n            display_name=f\"class {node.name}\",\n            component_id=component_id\n        )\n        self.nodes.append(class_node)\n        self.top_level_nodes[node.name] = class_node\n\n        for base_name in base_classes:\n            if base_name in self.top_level_nodes:\n                self.call_relationships.append(CallRelationship(\n                    caller=component_id,\n                    callee=f\"{self._get_relative_path()}::{base_name}\",\n                    call_line=node.lineno,\n                    is_resolved=True\n                ))\n\n        self.current_class_name = node.name\n        self.generic_visit(node)\n        self.current_class_name = None\n    \n    def _extract_base_class_name(self, base):\n        \"\"\"Extract base class name from AST node.\"\"\"\n        if isinstance(base, ast.Name):\n            return base.id\n        elif isinstance(base, ast.Attribute):\n            parts = []\n            node = base\n            while isinstance(node, ast.Attribute):\n                parts.append(node.attr)\n                node = node.value\n            if isinstance(node, ast.Name):\n                parts.append(node.id)\n            return \".\".join(reversed(parts))\n        return None\n\n    def _process_function_node(self, node: ast.FunctionDef | ast.AsyncFunctionDef):\n        \"\"\"Process function definition - only add to nodes if it's top-level.\"\"\"\n\n        if not self.current_class_name:\n            component_id = f\"{self._get_relative_path()}::{node.name}\"\n            relative_path = self._get_relative_path()\n\n            func_node = Node(\n                id=component_id,\n                name=node.name,\n                component_type=\"function\",\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=\"\\n\".join(self.lines[node.lineno - 1 : node.end_lineno or node.lineno]),\n                start_line=node.lineno,\n                end_line=node.end_lineno,\n                has_docstring=bool(ast.get_docstring(node)),\n                docstring=ast.get_docstring(node) or \"\",\n                parameters=[arg.arg for arg in node.args.args],\n                node_type=\"function\",\n                base_classes=None,\n                class_name=None,\n                display_name=f\"function {node.name}\",\n                component_id=component_id\n            )\n            if self._should_include_function(func_node):\n                self.nodes.append(func_node)\n                self.top_level_nodes[node.name] = func_node\n\n        self.current_function_name = node.name\n        self.generic_visit(node)\n        self.current_function_name = None\n\n    def _should_include_function(self, func: Node) -> bool:\n        if func.name.startswith(\"_test_\"):\n            return False\n        return True\n\n    def visit_FunctionDef(self, node: ast.FunctionDef):\n        \"\"\"Visit function definition and extract function information.\"\"\"\n        self._process_function_node(node)\n\n    def visit_AsyncFunctionDef(self, node: ast.AsyncFunctionDef):\n        \"\"\"Visit async function definition and extract function information.\"\"\"\n        self._process_function_node(node)\n\n    def visit_Call(self, node: ast.Call):\n        \"\"\"Visit function call nodes and record relationships between top-level nodes.\"\"\"\n\n        if self.current_class_name or (self.current_function_name and not self.current_class_name):\n            call_name = self._get_call_name(node.func)\n            if call_name:\n                if self.current_class_name:\n                    caller_id = f\"{self._get_relative_path()}::{self.current_class_name}\"\n                else:\n                    caller_id = f\"{self._get_relative_path()}::{self.current_function_name}\"\n\n                if call_name in self.top_level_nodes:\n                    callee_id = f\"{self._get_relative_path()}::{call_name}\"\n                else:\n                    callee_id = call_name\n                \n                relationship = CallRelationship(\n                    caller=caller_id,\n                    callee=callee_id,\n                    call_line=node.lineno,\n                    is_resolved=call_name in self.top_level_nodes  \n                )\n                self.call_relationships.append(relationship)\n\n        self.generic_visit(node)\n\n    def _get_call_name(self, node) -> str | None:\n        \"\"\"\n        Extract function name from a call node.\n        Handles simple names, attributes (obj.method), and filters built-ins.\n        \"\"\"\n        PYTHON_BUILTINS = {\n            \"print\", \"len\", \"str\", \"int\", \"float\", \"bool\", \"list\", \"dict\", \"tuple\", \"set\",\n            \"range\", \"enumerate\", \"zip\", \"isinstance\", \"hasattr\", \"getattr\", \"setattr\",\n            \"open\", \"super\", \"__import__\", \"type\", \"object\", \"Exception\", \"ValueError\",\n            \"TypeError\", \"KeyError\", \"IndexError\", \"AttributeError\", \"ImportError\",\n            \"max\", \"min\", \"sum\", \"abs\", \"round\", \"sorted\", \"reversed\", \"filter\", \"map\",\n            \"any\", \"all\", \"next\", \"iter\", \"callable\", \"repr\", \"format\", \"exec\", \"eval\"\n        }\n\n        if isinstance(node, ast.Name):\n            if node.id in PYTHON_BUILTINS:\n                return None\n            return node.id\n        elif isinstance(node, ast.Attribute):\n            if isinstance(node.value, ast.Name):\n                if node.value.id in PYTHON_BUILTINS:\n                    return None\n                return f\"{node.value.id}.{node.attr}\"\n            elif isinstance(node.value, ast.Attribute):\n                base_name = self._get_call_name(node.value)\n                if base_name:\n                    return f\"{base_name}.{node.attr}\"\n            return node.attr\n        return None\n\n    def analyze(self):\n        \"\"\"Analyze the Python file and extract functions and relationships.\"\"\"\n\n        try:\n            # Suppress SyntaxWarnings about invalid escape sequences in source code\n            # These warnings come from regex patterns like '\\(' or '\\.' in the analyzed files\n            with warnings.catch_warnings():\n                warnings.filterwarnings(\"ignore\", category=SyntaxWarning)\n                tree = ast.parse(self.content)\n            self.visit(tree)\n\n            logger.debug(\n                f\"Python analysis complete for {self.file_path}: {len(self.nodes)} nodes, \"\n                f\"{len(self.call_relationships)} relationships\"\n            )\n        except SyntaxError as e:\n            logger.warning(f\"Could not parse {self.file_path}: {e}\")\n        except Exception as e:\n            logger.error(f\"Error analyzing {self.file_path}: {e}\", exc_info=True)",
-    "start_line": 15,
-    "end_line": 245,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "ast.NodeVisitor"
-    ],
-    "class_name": null,
-    "display_name": "class PythonASTAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
-    "name": "analyze_python_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::PythonASTAnalyzer"
-    ],
-    "source_code": "def analyze_python_file(\n    file_path: str, content: str, repo_path: Optional[str] = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    \"\"\"\n    Analyze a Python file and return classes, functions, methods, and relationships.\n\n    Args:\n        file_path: Path to the Python file\n        content: Content of the Python file\n        repo_path: Repository root path for calculating relative paths\n\n    Returns:\n        tuple: (classes, functions, methods, call_relationships)\n    \"\"\"\n\n    analyzer = PythonASTAnalyzer(file_path, content, repo_path)\n    analyzer.analyze()\n    return analyzer.nodes, analyzer.call_relationships",
-    "start_line": 248,
-    "end_line": 265,
-    "has_docstring": true,
-    "docstring": "Analyze a Python file and return classes, functions, methods, and relationships.\n\nArgs:\n    file_path: Path to the Python file\n    content: Content of the Python file\n    repo_path: Repository root path for calculating relative paths\n\nReturns:\n    tuple: (classes, functions, methods, call_relationships)",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_python_file",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\python.py::analyze_python_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer",
-    "name": "TreeSitterTSAnalyzer",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node"
-    ],
-    "source_code": "class TreeSitterTSAnalyzer:\n\n    def __init__(self, file_path: str, content: str, repo_path: str = None):\n        self.file_path = Path(file_path)\n        self.content = content\n        self.repo_path = repo_path or \"\"\n        self.nodes: List[Node] = []\n        self.call_relationships: List[CallRelationship] = []\n        \n        self.top_level_nodes = {}\n\n        try:\n            language_capsule = tree_sitter_typescript.language_typescript()\n            self.ts_language = Language(language_capsule)\n            self.parser = Parser(self.ts_language)\n\n        except Exception as e:\n            logger.error(f\"Failed to initialize TypeScript parser: {e}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            self.parser = None\n            self.ts_language = None\n\n    def analyze(self) -> None:\n        if self.parser is None:\n            logger.debug(f\"Skipping {self.file_path} - parser initialization failed\")\n            return\n\n        try:\n            tree = self.parser.parse(bytes(self.content, \"utf8\"))\n            root_node = tree.root_node\n\n            logger.debug(f\"Parsed AST with root node type: {root_node.type}\")\n\n            all_entities = {}  \n            self._extract_all_entities(root_node, all_entities)\n            \n            self._filter_top_level_declarations(all_entities)\n            \n            self._extract_all_relationships(root_node, all_entities)\n\n        except Exception as e:\n            logger.error(f\"Error analyzing TypeScript file {self.file_path}: {e}\", exc_info=True)\n\n    def _extract_all_entities(self, node, all_entities: dict, depth=0) -> None:\n        entity = None\n        entity_name = None\n        \n        if node.type == \"function_declaration\":\n            entity = self._extract_function_entity(node, \"function\", depth)\n        elif node.type == \"generator_function_declaration\":\n            entity = self._extract_function_entity(node, \"generator_function\", depth)\n        elif node.type == \"arrow_function\":\n            entity = self._extract_arrow_function_entity(node, depth)\n        elif node.type == \"method_definition\":\n            entity = self._extract_method_entity(node, depth)\n        elif node.type == \"class_declaration\":\n            entity = self._extract_class_entity(node, \"class\", depth)\n        elif node.type == \"abstract_class_declaration\":\n            entity = self._extract_class_entity(node, \"abstract_class\", depth)\n        elif node.type == \"interface_declaration\":\n            entity = self._extract_interface_entity(node, depth)\n        elif node.type == \"type_alias_declaration\":\n            entity = self._extract_type_alias_entity(node, depth)\n        elif node.type == \"enum_declaration\":\n            entity = self._extract_enum_entity(node, depth)\n        elif node.type == \"variable_declarator\":\n            entity = self._extract_variable_entity(node, depth)\n        elif node.type == \"export_statement\":\n            entity = self._extract_export_statement_entity(node, depth)\n        elif node.type == \"lexical_declaration\":\n            entity = self._extract_lexical_declaration_entity(node, depth)\n        elif node.type == \"variable_declaration\":\n            entity = self._extract_variable_declaration_entity(node, depth)\n        elif node.type == \"ambient_declaration\":\n            entity = self._extract_ambient_declaration_entity(node, depth)\n        \n        if entity and entity.get('name'):\n            entity_name = entity['name']\n            entity['depth'] = depth  \n            entity['node'] = node   \n            entity['parent_context'] = self._get_parent_context(node)  \n            all_entities[entity_name] = entity\n        \n        for child in node.children:\n            self._extract_all_entities(child, all_entities, depth + 1)\n    \n    def _filter_top_level_declarations(self, all_entities: dict) -> None:\n        for entity_name, entity_data in all_entities.items():\n            if self._is_actually_top_level(entity_data):\n                node_obj = self._create_node_from_entity(entity_data)\n                if node_obj and self._should_include_node(node_obj):\n                    self.nodes.append(node_obj)\n                    self.top_level_nodes[entity_name] = node_obj\n                        \n                    if entity_data[\"type\"] in [\"class_declaration\", \"abstract_class_declaration\"]:\n                        self._extract_constructor_dependencies(entity_data[\"node\"], entity_name)\n    \n    def _is_actually_top_level(self, entity_data: dict) -> bool:\n        node = entity_data.get('node')\n        if not node or not node.parent:\n            return True\n        \n        entity_type = entity_data.get('type')\n        if self._is_inside_function_body(node):\n            return False\n        \n        current = node.parent\n        while current:\n            parent_type = current.type\n            \n            if parent_type == \"program\":\n                return True\n            \n            if parent_type == \"export_statement\":\n                return True\n                \n            if parent_type == \"ambient_declaration\":\n                return True\n                \n            if parent_type == \"module\":\n                return True\n                \n            if parent_type == \"statement_block\":\n                grandparent = current.parent\n                if grandparent and grandparent.type in [\"module\", \"ambient_declaration\"]:\n                    return True\n            \n            current = current.parent\n        \n        return False\n    \n    def _is_inside_function_body(self, node) -> bool:\n        current = node.parent\n        while current:\n            if current.type == \"statement_block\":\n                if current.parent and current.parent.type in [\n                    \"function_declaration\", \"generator_function_declaration\", \n                    \"arrow_function\", \"function_expression\", \"method_definition\"\n                ]:\n                    return True\n            current = current.parent\n        return False\n\n    def _extract_ambient_declaration_entity(self, node, depth: int) -> dict:\n        name = \"\"\n        for child in node.children:\n            if child.type == \"module\":\n                for grandchild in child.children:\n                    if grandchild.type == \"string\":\n                        name = self._get_node_text(grandchild).strip(\"'\\\"\")\n                        break\n                break\n            elif child.type == \"namespace\":\n                name = self._get_node_text(child.children[1]) if len(child.children) > 1 else \"unknown_namespace\"\n                break\n        \n        return {\n            'name': f\"{name}\",\n            'type': 'ambient_declaration',\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'parameters': [],\n            'return_type': None,\n            'modifiers': ['ambient'],\n            'complexity': 1\n        }\n    \n    def _get_parent_context(self, node) -> str:\n        \"\"\"Get the parent context of a node for better top-level detection\"\"\"\n        if not node.parent:\n            return \"root\"\n        \n        parent_type = node.parent.type\n        if parent_type in [\"program\", \"source_file\"]:\n            return \"program\"\n        elif parent_type == \"export_statement\":\n            return \"export\"\n        elif parent_type == \"ambient_declaration\":\n            return \"ambient\"\n        elif parent_type == \"module\":\n            return \"module\"\n        elif parent_type == \"statement_block\":\n            if node.parent.parent and node.parent.parent.type in [\"module\", \"ambient_declaration\"]:\n                return \"module_block\"\n            return \"statement_block\"\n    def _extract_function_entity(self, node, func_type: str, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        func_name = self._get_node_text(name_node)\n        parameters = self._extract_parameters(node)\n        code_snippet = self._get_node_text(node)\n        \n        is_async = \"async\" in code_snippet.split(\"function\")[0] if \"function\" in code_snippet else False\n        display_name = f\"{'async ' if is_async else ''}{func_type} {func_name}\"\n        \n        return {\n            'name': func_name,\n            'type': 'function',\n            'subtype': func_type,\n            'parameters': parameters,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'is_async': is_async\n        }\n    \n    def _extract_arrow_function_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract arrow function\"\"\"\n        parent = node.parent\n        if parent and parent.type == \"variable_declarator\":\n            name_node = self._find_child_by_type(parent, \"identifier\")\n            if name_node:\n                func_name = self._get_node_text(name_node)\n                parameters = self._extract_parameters(node)\n                code_snippet = self._get_node_text(parent)\n                \n                is_async = \"async\" in code_snippet.split(\"=\")[0] if \"=\" in code_snippet else False\n                display_name = f\"{'async ' if is_async else ''}arrow function {func_name}\"\n                \n                return {\n                    'name': func_name,\n                    'type': 'function',\n                    'subtype': 'arrow_function',\n                    'parameters': parameters,\n                    'code_snippet': code_snippet,\n                    'display_name': display_name,\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'is_async': is_async\n                }\n        return None\n    \n    def _extract_method_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract method entity (at any depth).\"\"\"\n        name_node = self._find_child_by_type(node, \"property_identifier\")\n        if not name_node:\n            return None\n        \n        method_name = self._get_node_text(name_node)\n        parameters = self._extract_parameters(node)\n        code_snippet = self._get_node_text(node)\n        \n        is_async = \"async\" in code_snippet\n        is_static = \"static\" in code_snippet\n        \n        display_name = f\"{'static ' if is_static else ''}{'async ' if is_async else ''}method {method_name}\"\n        \n        return {\n            'name': method_name,\n            'type': 'function',\n            'subtype': 'method',\n            'parameters': parameters,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'is_async': is_async,\n            'is_static': is_static\n        }\n    \n    def _extract_class_entity(self, node, class_type: str, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        class_name = self._get_node_text(name_node)\n        base_classes = self._extract_inheritance(node)\n        code_snippet = self._get_node_text(node)\n        \n        display_name = f\"{class_type} {class_name}\"\n        if base_classes:\n            display_name += f\" extends {', '.join(base_classes)}\"\n        \n        return {\n            'name': class_name,\n            'type': 'class',\n            'subtype': class_type,\n            'base_classes': base_classes,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_interface_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\")\n        if not name_node:\n            return None\n        \n        interface_name = self._get_node_text(name_node)\n        base_classes = self._extract_inheritance(node)\n        code_snippet = self._get_node_text(node)\n        \n        display_name = f\"interface {interface_name}\"\n        if base_classes:\n            display_name += f\" extends {', '.join(base_classes)}\"\n        \n        return {\n            'name': interface_name,\n            'type': 'interface',\n            'subtype': 'interface',\n            'base_classes': base_classes,\n            'code_snippet': code_snippet,\n            'display_name': display_name,\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_type_alias_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"type_identifier\")\n        if not name_node:\n            return None\n        \n        type_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        return {\n            'name': type_name,\n            'type': 'type',\n            'subtype': 'type_alias',\n            'code_snippet': code_snippet,\n            'display_name': f\"type {type_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_enum_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        enum_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        return {\n            'name': enum_name,\n            'type': 'enum',\n            'subtype': 'enum',\n            'code_snippet': code_snippet,\n            'display_name': f\"enum {enum_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1\n        }\n    \n    def _extract_variable_entity(self, node, depth: int) -> dict:\n        name_node = self._find_child_by_type(node, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        has_function = self._find_child_by_type(node, \"arrow_function\") or self._find_child_by_type(node, \"function_expression\")\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': 'variable',\n            'code_snippet': code_snippet,\n            'display_name': f\"variable {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function)\n        }\n    \n    def _extract_export_statement_entity(self, node, depth: int) -> dict:\n        code_snippet = self._get_node_text(node)\n        \n        func_decl = self._find_child_by_type(node, \"function_declaration\")\n        class_decl = self._find_child_by_type(node, \"class_declaration\")\n        interface_decl = self._find_child_by_type(node, \"interface_declaration\")\n        lexical_decl = self._find_child_by_type(node, \"lexical_declaration\")\n        \n        if func_decl:\n            name_node = self._find_child_by_type(func_decl, \"identifier\")\n            if name_node:\n                func_name = self._get_node_text(name_node)\n                return {\n                    'name': func_name,  \n                    'type': 'function',  \n                    'subtype': 'export_function',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export function {func_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'parameters': self._extract_parameters(func_decl),\n                    'is_export': True\n                }\n        elif class_decl:\n            name_node = self._find_child_by_type(class_decl, \"type_identifier\")\n            if name_node:\n                class_name = self._get_node_text(name_node)\n                return {\n                    'name': class_name,  \n                    'type': 'class',  \n                    'subtype': 'export_class',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export class {class_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'base_classes': self._extract_inheritance(class_decl),\n                    'is_export': True\n                }\n        elif interface_decl:\n            name_node = self._find_child_by_type(interface_decl, \"type_identifier\")\n            if name_node:\n                interface_name = self._get_node_text(name_node)\n                return {\n                    'name': interface_name,  \n                    'type': 'interface',  \n                    'subtype': 'export_interface',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export interface {interface_name}\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'base_classes': self._extract_inheritance(interface_decl),\n                    'is_export': True\n                }\n        elif lexical_decl:\n            var_declarator = self._find_child_by_type(lexical_decl, \"variable_declarator\")\n            if var_declarator:\n                name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                func_expr = self._find_child_by_type(var_declarator, \"arrow_function\") or self._find_child_by_type(var_declarator, \"function_expression\")\n                if name_node and func_expr:\n                    var_name = self._get_node_text(name_node)\n                    return {\n                        'name': var_name,\n                        'type': 'function',\n                        'subtype': 'export_arrow_function',\n                        'code_snippet': code_snippet,\n                        'display_name': f\"export const {var_name}\",\n                        'start_line': node.start_point[0] + 1,\n                        'end_line': node.end_point[0] + 1,\n                        'parameters': self._extract_parameters(func_expr),\n                        'is_export': True\n                    }\n        \n        default_keyword = None\n        call_expr = None\n        for child in node.children:\n            if child.type == \"default\":\n                default_keyword = child\n            elif child.type == \"call_expression\":\n                call_expr = child\n        \n        if default_keyword and call_expr:\n            callee = call_expr.children[0] if call_expr.children else None\n            if callee:\n                callee_name = self._get_node_text(callee)\n                return {\n                    'name': callee_name,\n                    'type': 'function',\n                    'subtype': 'export_default_call',\n                    'code_snippet': code_snippet,\n                    'display_name': f\"export default {callee_name}(...)\",\n                    'start_line': node.start_point[0] + 1,\n                    'end_line': node.end_point[0] + 1,\n                    'parameters': [],\n                    'is_export': True\n                }\n        \n        return None \n    \n    def _extract_lexical_declaration_entity(self, node, depth: int) -> dict:\n        \"\"\"Extract lexical declaration entity (const/let).\"\"\"\n        # Find the variable declarator\n        var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n        if not var_declarator:\n            return None\n        \n        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        # Check declaration type (const/let)\n        decl_type = \"const\" if \"const\" in code_snippet else \"let\"\n        \n        has_function = (self._find_child_by_type(var_declarator, \"arrow_function\") or \n                       self._find_child_by_type(var_declarator, \"function_expression\"))\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': f'{decl_type}_declaration',\n            'code_snippet': code_snippet,\n            'display_name': f\"{decl_type} {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function),\n            'declaration_type': decl_type\n        }\n    \n    def _extract_variable_declaration_entity(self, node, depth: int) -> dict:\n        var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n        if not var_declarator:\n            return None\n        \n        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n        if not name_node:\n            return None\n        \n        var_name = self._get_node_text(name_node)\n        code_snippet = self._get_node_text(node)\n        \n        has_function = (self._find_child_by_type(var_declarator, \"arrow_function\") or \n                       self._find_child_by_type(var_declarator, \"function_expression\"))\n        \n        return {\n            'name': var_name,\n            'type': 'variable',\n            'subtype': 'var_declaration',\n            'code_snippet': code_snippet,\n            'display_name': f\"var {var_name}\",\n            'start_line': node.start_point[0] + 1,\n            'end_line': node.end_point[0] + 1,\n            'has_function': bool(has_function),\n            'declaration_type': 'var'\n        }\n    \n    def _create_node_from_entity(self, entity_data: dict) -> Optional[Node]:\n        \"\"\"Create Node object from entity data.\"\"\"\n        try:\n            component_type = entity_data['type']\n            name = entity_data['name']\n            node_type = entity_data.get('subtype', entity_data['type'])\n            \n            component_id = self._get_component_id(name)\n            relative_path = self._get_relative_path()\n            \n            return Node(\n                id=component_id,\n                name=name,\n                component_type=component_type,\n                file_path=str(self.file_path),\n                relative_path=relative_path,\n                source_code=entity_data['code_snippet'],\n                start_line=entity_data['start_line'],\n                end_line=entity_data['end_line'],\n                has_docstring=False,\n                docstring=\"\",\n                parameters=entity_data.get('parameters', []),\n                node_type=node_type,\n                base_classes=entity_data.get('base_classes'),\n                class_name=None,\n                display_name=entity_data['display_name'],\n                component_id=component_id,\n            )\n        except Exception as e:\n            logger.debug(f\"Error creating node from entity: {e}\")\n            return None\n        \n    def _should_include_node(self, node: Node) -> bool:\n        excluded_names = {\"constructor\", \"__proto__\", \"prototype\"}\n        \n        if node.component_type == \"variable\":\n            return False\n        \n        return node.name.lower() not in excluded_names\n\n    def _extract_constructor_dependencies(self, class_node, class_name: str) -> None:\n        \"\"\"Extract dependencies from constructor parameters.\"\"\"\n        try:\n            class_body = self._find_child_by_type(class_node, \"class_body\")\n            if not class_body:\n                return\n                \n            for child in class_body.children:\n                if child.type == \"method_definition\":\n                    property_name = self._find_child_by_type(child, \"property_identifier\")\n                    if property_name and self._get_node_text(property_name) == \"constructor\":\n                        # Extract parameter types\n                        formal_params = self._find_child_by_type(child, \"formal_parameters\")\n                        if formal_params:\n                            self._extract_parameter_dependencies(formal_params, class_name)\n                        break\n        except Exception as e:\n            logger.debug(f\"Error extracting constructor dependencies: {e}\")\n\n    def _extract_parameter_dependencies(self, formal_params, caller_name: str) -> None:\n        try:\n            for child in formal_params.children:\n                if child.type in [\"required_parameter\", \"optional_parameter\"]:\n                    type_annotation = self._find_child_by_type(child, \"type_annotation\")\n                    if type_annotation:\n                        type_id = self._find_child_by_type(type_annotation, \"type_identifier\")\n                        if type_id:\n                            dependency_name = self._get_node_text(type_id)\n                            if dependency_name and dependency_name != caller_name:\n                                caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n                                callee_id = f\"{self._get_relative_path()}::{dependency_name}\"\n                                \n                                relationship = CallRelationship(\n                                    caller=caller_id,\n                                    callee=callee_id,\n                                    call_line=child.start_point[0] + 1,\n                                    is_resolved=False\n                                )\n                                \n                                self._add_relationship(relationship)\n        except Exception as e:\n            logger.debug(f\"Error extracting parameter dependencies: {e}\")\n\n\n    def _get_module_path(self) -> str:\n        if self.repo_path:\n            try:\n                rel_path = os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                rel_path = str(self.file_path)\n        else:\n            rel_path = str(self.file_path)\n        \n        for ext in ['.ts', '.tsx', '.js', '.jsx', '.mjs', '.cjs']:\n            if rel_path.endswith(ext):\n                rel_path = rel_path[:-len(ext)]\n                break\n        return rel_path.replace('/', '.').replace('\\\\', '.')\n    \n    def _get_relative_path(self) -> str:\n        if self.repo_path:\n            try:\n                return os.path.relpath(str(self.file_path), self.repo_path)\n            except ValueError:\n                return str(self.file_path)\n        else:\n            return str(self.file_path)\n\n    def _get_component_id(self, name: str) -> str:\n        return f\"{self._get_relative_path()}::{name}\"\n\n    def _extract_inheritance(self, node) -> List[str]:\n        \"\"\"Extract inheritance/implementation relationships.\"\"\"\n        base_classes = []\n        \n        extends_clause = self._find_child_by_type(node, \"extends_clause\")\n        if extends_clause:\n            for child in extends_clause.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_classes.append(self._get_node_text(child))\n        \n        implements_clause = self._find_child_by_type(node, \"implements_clause\")  \n        if implements_clause:\n            for child in implements_clause.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_classes.append(self._get_node_text(child))\n        \n        return base_classes\n\n    def _extract_parameters(self, node) -> List[str]:\n        parameters = []\n        params_node = self._find_child_by_type(node, \"formal_parameters\")\n        if params_node:\n            for child in params_node.children:\n                if child.type in [\"identifier\", \"required_parameter\", \"optional_parameter\"]:\n                    if child.type == \"identifier\":\n                        parameters.append(self._get_node_text(child))\n                    else:\n                        param_name = self._find_child_by_type(child, \"identifier\")\n                        if param_name:\n                            parameters.append(self._get_node_text(param_name))\n        return parameters\n\n    def _extract_all_relationships(self, node, all_entities: dict) -> None:\n        self._traverse_for_relationships(node, all_entities, current_top_level=None)\n\n    def _traverse_for_relationships(self, node, all_entities: dict, current_top_level: str = None) -> None:\n        if current_top_level is None or self._is_new_top_level(node):\n            new_top_level = self._get_top_level_name(node)\n            if new_top_level and new_top_level in self.top_level_nodes:\n                current_top_level = new_top_level\n\n        \n        if current_top_level:\n            if node.type == \"call_expression\":\n                self._extract_call_relationship(node, current_top_level, all_entities)\n            elif node.type == \"new_expression\":\n                self._extract_new_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"member_expression\":\n                self._extract_member_relationship(node, current_top_level, all_entities)\n            elif node.type == \"subscript_expression\":\n                self._extract_subscript_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"type_annotation\":\n                self._extract_type_relationship(node, current_top_level, all_entities)\n            elif node.type == \"type_arguments\":\n                self._extract_type_arguments_relationship(node, current_top_level, all_entities)\n            \n            elif node.type == \"extends_clause\":\n                self._extract_inheritance_relationship(node, current_top_level, all_entities)\n            elif node.type == \"implements_clause\":\n                self._extract_inheritance_relationship(node, current_top_level, all_entities)\n\n        for child in node.children:\n            self._traverse_for_relationships(child, all_entities, current_top_level)\n    \n    def _is_new_top_level(self, node) -> bool:\n        return node.type in [\n            \"function_declaration\", \"generator_function_declaration\", \n            \"class_declaration\", \"abstract_class_declaration\",\n            \"interface_declaration\", \"type_alias_declaration\", \"enum_declaration\",\n            \"export_statement\"\n        ]\n    \n    def _get_top_level_name(self, node) -> Optional[str]:\n        result = None\n        if node.type in [\"function_declaration\", \"generator_function_declaration\"]:\n            name_node = self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type in [\"class_declaration\", \"abstract_class_declaration\", \"interface_declaration\", \"type_alias_declaration\"]:\n            name_node = self._find_child_by_type(node, \"type_identifier\") or self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type == \"enum_declaration\":\n            name_node = self._find_child_by_type(node, \"identifier\")\n            result = self._get_node_text(name_node) if name_node else None\n        elif node.type == \"export_statement\":\n            if self._find_child_by_type(node, \"default\"):\n                call_expr = self._find_child_by_type(node, \"call_expression\")\n                if call_expr:\n                    identifier = self._find_child_by_type(call_expr, \"identifier\")\n                    if identifier:\n                        return self._get_node_text(identifier)\n                return \"default_export\"\n            else:\n                func_decl = self._find_child_by_type(node, \"function_declaration\")\n                class_decl = self._find_child_by_type(node, \"class_declaration\")\n                lexical_decl = self._find_child_by_type(node, \"lexical_declaration\")\n                \n                if func_decl:\n                    name_node = self._find_child_by_type(func_decl, \"identifier\")\n                    if name_node:\n                        result = self._get_node_text(name_node)  \n                elif class_decl:\n                    name_node = self._find_child_by_type(class_decl, \"type_identifier\")\n                    if name_node:\n                        result = self._get_node_text(name_node)  \n                elif lexical_decl:\n                    var_declarator = self._find_child_by_type(lexical_decl, \"variable_declarator\")\n                    if var_declarator:\n                        name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                        if name_node:\n                            result = self._get_node_text(name_node)  \n                else:\n                    result = \"unnamed_export\"\n        elif node.type in [\"lexical_declaration\", \"variable_declaration\"]:\n            # const/let/var declarations\n            var_declarator = self._find_child_by_type(node, \"variable_declarator\")\n            if var_declarator:\n                name_node = self._find_child_by_type(var_declarator, \"identifier\")\n                result = self._get_node_text(name_node) if name_node else None\n            else:\n                result = None\n        else:\n            result = None\n        \n        return result\n\n    def _extract_call_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            callee_name = self._extract_callee_name(node)\n            \n            if not callee_name or self._is_builtin_function(callee_name):\n                return\n            \n            call_text = self._get_node_text(node)\n            is_method_call = \"this.\" in call_text or \"super.\" in call_text\n            \n            if is_method_call:\n                current_class = None\n                for entity_name, entity_data in all_entities.items():\n                    if (entity_data.get('type') == 'class' and \n                        caller_name in entity_name): \n                        current_class = entity_name\n                        break\n                \n                if current_class and callee_name in all_entities:\n                    callee_entity = all_entities[callee_name]\n                    if (callee_entity.get('subtype') == 'method' and \n                        callee_name in current_class):\n                        return\n              \n            if callee_name in self.top_level_nodes:\n                self._add_relationship(caller_name, callee_name, call_line)\n            elif callee_name not in all_entities:\n                self._add_relationship(caller_name, callee_name, call_line)\n            elif callee_name in all_entities:\n                entity_data = all_entities[callee_name]\n                if self._is_actually_top_level(entity_data):\n                    self._add_relationship(caller_name, callee_name, call_line)\n                else:\n                    logger.debug(f\"Ignoring nested call: {caller_name} -> {callee_name} (local/nested)\")\n            else:\n                logger.debug(f\"Ignoring unknown call: {caller_name} -> {callee_name}\")\n                \n        except Exception as e:\n            logger.debug(f\"Error extracting call relationship: {e}\")\n\n    def _extract_new_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            if node.children:\n                constructor_node = None\n                for child in node.children:\n                    if child.type not in ['new', 'type_arguments', 'arguments']:\n                        constructor_node = child\n                        break\n                \n                if constructor_node:\n                    constructor_name = self._get_node_text(constructor_node)\n                    \n                    if constructor_name and not self._is_builtin_function(constructor_name):\n                        self._add_relationship(caller_name, constructor_name, call_line)\n\n        except Exception as e:\n            logger.debug(f\"Error extracting new relationship: {e}\")\n\n    def _extract_member_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            call_line = node.start_point[0] + 1\n            property_node = self._find_child_by_type(node, \"property_identifier\")\n            if property_node:\n                property_name = self._get_node_text(property_node)\n                if property_name and not self._is_builtin_function(property_name):\n                    self._add_relationship(caller_name, property_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting member relationship: {e}\")\n\n    def _extract_subscript_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        pass\n\n    def _extract_type_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            type_identifiers = []\n            self._find_all_type_identifiers(node, type_identifiers)\n            \n            call_line = node.start_point[0] + 1\n            \n            for type_node in type_identifiers:\n                type_name = self._get_node_text(type_node)\n                \n                if self._is_builtin_type(type_name):\n                    continue\n                \n                if type_name in all_entities:\n                    target_name = self._resolve_to_top_level(type_name, all_entities)\n                    if target_name and target_name in self.top_level_nodes:\n                        self._add_relationship(caller_name, target_name, call_line)\n                else:\n                    self._add_relationship(caller_name, type_name, call_line)\n                    \n        except Exception as e:\n            logger.debug(f\"Error extracting type relationship: {e}\")\n    \n    def _find_all_type_identifiers(self, node, type_identifiers: list) -> None:\n        if node.type == \"type_identifier\":\n            type_identifiers.append(node)\n        \n        for child in node.children:\n            self._find_all_type_identifiers(child, type_identifiers)\n    \n    def _extract_type_arguments_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        try:\n            for child in node.children:\n                if child.type == \"type_identifier\":\n                    type_name = self._get_node_text(child)\n                    if type_name in all_entities:\n                        target_name = self._resolve_to_top_level(type_name, all_entities)\n                        if target_name and target_name in self.top_level_nodes:\n                            call_line = node.start_point[0] + 1\n                            self._add_relationship(caller_name, target_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting type arguments relationship: {e}\")\n    \n    def _extract_inheritance_relationship(self, node, caller_name: str, all_entities: dict) -> None:\n        \"\"\"Extract inheritance/implementation relationships\"\"\"\n        try:\n            for child in node.children:\n                if child.type in [\"identifier\", \"type_identifier\"]:\n                    base_name = self._get_node_text(child)\n                    if base_name in all_entities:\n                        target_name = self._resolve_to_top_level(base_name, all_entities)\n                        if target_name and target_name in self.top_level_nodes:\n                            call_line = node.start_point[0] + 1\n                            self._add_relationship(caller_name, target_name, call_line)\n        except Exception as e:\n            logger.debug(f\"Error extracting inheritance relationship: {e}\")\n\n    def _resolve_to_top_level(self, entity_name: str, all_entities: dict) -> Optional[str]:\n        if entity_name in self.top_level_nodes:\n            return entity_name\n        \n        entity_data = all_entities.get(entity_name)\n        if entity_data and entity_data.get('depth', 0) > 2:\n            return None\n        \n        return entity_name if entity_name in self.top_level_nodes else None\n\n    def _add_relationship(self, caller_name: str, callee_name: str, call_line: int) -> None:\n        caller_id = f\"{self._get_relative_path()}::{caller_name}\"\n        callee_id = f\"{self._get_relative_path()}::{callee_name}\"  \n        \n        relationship = CallRelationship(\n            caller=caller_id,\n            callee=callee_id,\n            call_line=call_line,\n            is_resolved=False,  \n        )\n        self.call_relationships.append(relationship)\n\n    def _extract_callee_name(self, call_node) -> Optional[str]:\n        if call_node.children:\n            callee_node = call_node.children[0]\n\n            if callee_node.type == \"identifier\":\n                return self._get_node_text(callee_node)\n            elif callee_node.type == \"member_expression\":\n                return self._get_node_text(callee_node)\n        return None\n\n    def _is_builtin_type(self, name: str) -> bool:\n        \"\"\"Check if type name is a TypeScript/JavaScript built-in type.\"\"\"\n        builtin_types = {\n            # Primitive types\n            \"string\", \"number\", \"boolean\", \"object\", \"undefined\", \"null\", \"void\", \"never\", \"any\", \"unknown\"\n        }\n        return name in builtin_types\n\n    def _is_builtin_function(self, name: str) -> bool:\n        builtins = {}\n        return name in builtins\n\n    def _find_child_by_type(self, node, node_type: str):\n        for child in node.children:\n            if child.type == node_type:\n                return child\n        return None\n\n    def _get_node_text(self, node) -> str:\n        start_byte = node.start_byte\n        end_byte = node.end_byte\n        return self.content.encode(\"utf8\")[start_byte:end_byte].decode(\"utf8\")",
-    "start_line": 17,
-    "end_line": 964,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class TreeSitterTSAnalyzer",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter",
-    "name": "analyze_typescript_file_treesitter",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::TreeSitterTSAnalyzer"
-    ],
-    "source_code": "def analyze_typescript_file_treesitter(\n    file_path: str, content: str, repo_path: str = None\n) -> Tuple[List[Node], List[CallRelationship]]:\n    try:\n        logger.debug(f\"Tree-sitter TS analysis for {file_path}\")\n        analyzer = TreeSitterTSAnalyzer(file_path, content, repo_path)\n        analyzer.analyze()\n        logger.debug(\n            f\"Found {len(analyzer.nodes)} top-level nodes, {len(analyzer.call_relationships)} calls\"\n        )\n        return analyzer.nodes, analyzer.call_relationships\n    except Exception as e:\n        logger.error(f\"Error in tree-sitter TS analysis for {file_path}: {e}\", exc_info=True)\n        return [], []",
-    "start_line": 968,
-    "end_line": 981,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "file_path",
-      "content",
-      "repo_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function analyze_typescript_file_treesitter",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\analyzers\\typescript.py::analyze_typescript_file_treesitter",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser",
-    "name": "DependencyParser",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\ast_parser.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\analysis_service.py::AnalysisService"
-    ],
-    "source_code": "class DependencyParser:\n    \"\"\"Parser for extracting code components from multi-language repositories.\"\"\"\n    \n    def __init__(self, repo_path: str, include_patterns: List[str] = None, exclude_patterns: List[str] = None):\n        \"\"\"\n        Initialize the dependency parser.\n        \n        Args:\n            repo_path: Path to the repository\n            include_patterns: File patterns to include (e.g., [\"*.cs\", \"*.py\"])\n            exclude_patterns: File/directory patterns to exclude (e.g., [\"*Tests*\"])\n        \"\"\"\n        self.repo_path = os.path.abspath(repo_path)\n        self.components: Dict[str, Node] = {}\n        self.modules: Set[str] = set()\n        self.include_patterns = include_patterns\n        self.exclude_patterns = exclude_patterns\n        \n        self.analysis_service = AnalysisService()\n\n    def parse_repository(self, filtered_folders: List[str] = None) -> Dict[str, Node]:\n        logger.debug(f\"Parsing repository at {self.repo_path}\")\n        \n        # Log custom patterns if set\n        if self.include_patterns:\n            logger.info(f\"Using custom include patterns: {self.include_patterns}\")\n        if self.exclude_patterns:\n            logger.info(f\"Using custom exclude patterns: {self.exclude_patterns}\")\n        \n        structure_result = self.analysis_service._analyze_structure(\n            self.repo_path, \n            include_patterns=self.include_patterns,\n            exclude_patterns=self.exclude_patterns\n        )\n        \n        call_graph_result = self.analysis_service._analyze_call_graph(\n            structure_result[\"file_tree\"], \n            self.repo_path\n        )\n        \n        self._build_components_from_analysis(call_graph_result)\n        \n        logger.debug(f\"Found {len(self.components)} components across {len(self.modules)} modules\")\n        return self.components\n    \n    def _build_components_from_analysis(self, call_graph_result: Dict):\n        functions = call_graph_result.get(\"functions\", [])\n        relationships = call_graph_result.get(\"relationships\", [])\n        \n        component_id_mapping = {}\n        \n        for func_dict in functions:\n            component_id = func_dict.get(\"id\", \"\")\n            if not component_id:\n                continue\n                \n            node = Node(\n                id=component_id,\n                name=func_dict.get(\"name\", \"\"),\n                component_type=func_dict.get(\"component_type\", func_dict.get(\"node_type\", \"function\")),\n                file_path=func_dict.get(\"file_path\", \"\"),\n                relative_path=func_dict.get(\"relative_path\", \"\"),\n                source_code=func_dict.get(\"source_code\", func_dict.get(\"code_snippet\", \"\")),\n                start_line=func_dict.get(\"start_line\", 0),\n                end_line=func_dict.get(\"end_line\", 0),\n                has_docstring=func_dict.get(\"has_docstring\", bool(func_dict.get(\"docstring\", \"\"))),\n                docstring=func_dict.get(\"docstring\", \"\") or \"\",\n                parameters=func_dict.get(\"parameters\", []),\n                node_type=func_dict.get(\"node_type\", \"function\"),\n                base_classes=func_dict.get(\"base_classes\"),\n                class_name=func_dict.get(\"class_name\"),\n                display_name=func_dict.get(\"display_name\", \"\"),\n                component_id=component_id\n            )\n            \n            self.components[component_id] = node\n            \n            component_id_mapping[component_id] = component_id\n            legacy_id = f\"{func_dict.get('file_path', '')}:{func_dict.get('name', '')}\"\n            if legacy_id and legacy_id != component_id:\n                component_id_mapping[legacy_id] = component_id\n            \n            if \"::\" in component_id:\n                file_path_part = component_id.split(\"::\")[0]\n                if file_path_part:\n                    self.modules.add(file_path_part)\n            elif \".\" in component_id:\n                module_parts = component_id.split(\".\")[:-1]\n                module_path = \".\".join(module_parts)\n                if module_path:\n                    self.modules.add(module_path)\n        \n        processed_relationships = 0\n        for rel_dict in relationships:\n            caller_id = rel_dict.get(\"caller\", \"\")\n            callee_id = rel_dict.get(\"callee\", \"\")\n            is_resolved = rel_dict.get(\"is_resolved\", False)\n            \n            caller_component_id = component_id_mapping.get(caller_id)\n            \n            callee_component_id = component_id_mapping.get(callee_id)\n            if not callee_component_id:\n                for comp_id, comp_node in self.components.items():\n                    if comp_node.name == callee_id:\n                        callee_component_id = comp_id\n                        break\n            \n            if caller_component_id and caller_component_id in self.components:\n                if callee_component_id:\n                    self.components[caller_component_id].depends_on.add(callee_component_id)\n                    processed_relationships += 1\n    \n    def _determine_component_type(self, func_dict: Dict) -> str:\n        if func_dict.get(\"is_method\", False):\n            return \"method\"\n        \n        node_type = func_dict.get(\"node_type\", \"\")\n        if node_type in [\"class\", \"interface\", \"struct\", \"enum\", \"record\", \"abstract class\", \"annotation\", \"delegate\"]:\n            return node_type\n            \n        return \"function\"\n    \n    def _file_to_module_path(self, file_path: str) -> str:\n        path = file_path\n        extensions = ['.py', '.js', '.ts', '.java', '.cs', '.cpp', '.hpp', '.h', '.c', '.tsx', '.jsx', '.cc', '.mjs', '.cxx', '.cc', '.cjs', '.kt', '.kts']\n        for ext in extensions:\n            if path.endswith(ext):\n                path = path[:-len(ext)]\n                break\n        return path.replace(os.path.sep, \".\")\n    \n    def save_dependency_graph(self, output_path: str):\n        result = {}\n        for component_id, component in self.components.items():\n            component_dict = component.model_dump()\n            if 'depends_on' in component_dict and isinstance(component_dict['depends_on'], set):\n                component_dict['depends_on'] = list(component_dict['depends_on'])\n            result[component_id] = component_dict\n        \n        dir_name = os.path.dirname(output_path)\n        if dir_name:\n            os.makedirs(dir_name, exist_ok=True)\n        \n        with open(output_path, 'w', encoding='utf-8') as f:\n            json.dump(result, f, indent=2, ensure_ascii=False)\n        \n        logger.debug(f\"Saved {len(self.components)} components to {output_path}\")\n        return result",
-    "start_line": 18,
-    "end_line": 165,
-    "has_docstring": true,
-    "docstring": "Parser for extracting code components from multi-language repositories.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class DependencyParser",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
-    "name": "DependencyGraphBuilder",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\ast_parser.py::DependencyParser",
-      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
-      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
-      "codewiki\\cli\\utils\\fs.py::ensure_directory",
-      "codewiki\\cli\\utils\\errors.py::warning"
-    ],
-    "source_code": "class DependencyGraphBuilder:\n    \"\"\"Handles dependency analysis and graph building.\"\"\"\n    \n    def __init__(self, config: Config):\n        self.config = config\n    \n    def build_dependency_graph(self) -> tuple[Dict[str, Any], List[str]]:\n        \"\"\"\n        Build and save dependency graph, returning components and leaf nodes.\n        \n        Returns:\n            Tuple of (components, leaf_nodes)\n        \"\"\"\n        # Ensure output directory exists\n        file_manager.ensure_directory(self.config.dependency_graph_dir)\n\n        # Prepare dependency graph path\n        repo_name = os.path.basename(os.path.normpath(self.config.repo_path))\n        sanitized_repo_name = ''.join(c if c.isalnum() else '_' for c in repo_name)\n        dependency_graph_path = os.path.join(\n            self.config.dependency_graph_dir, \n            f\"{sanitized_repo_name}_dependency_graph.json\"\n        )\n        filtered_folders_path = os.path.join(\n            self.config.dependency_graph_dir, \n            f\"{sanitized_repo_name}_filtered_folders.json\"\n        )\n\n        # Get custom include/exclude patterns from config\n        include_patterns = self.config.include_patterns if self.config.include_patterns else None\n        exclude_patterns = self.config.exclude_patterns if self.config.exclude_patterns else None\n        \n        parser = DependencyParser(\n            self.config.repo_path,\n            include_patterns=include_patterns,\n            exclude_patterns=exclude_patterns\n        )\n\n        filtered_folders = None\n        # if os.path.exists(filtered_folders_path):\n        #     logger.debug(f\"Loading filtered folders from {filtered_folders_path}\")\n        #     filtered_folders = file_manager.load_json(filtered_folders_path)\n        # else:\n        #     # Parse repository\n        #     filtered_folders = parser.filter_folders()\n        #     # Save filtered folders\n        #     file_manager.save_json(filtered_folders, filtered_folders_path)\n\n        # Parse repository\n        components = parser.parse_repository(filtered_folders)\n        \n        # Save dependency graph\n        parser.save_dependency_graph(dependency_graph_path)\n        \n        # Build graph for traversal\n        graph = build_graph_from_components(components)\n        \n        # Get leaf nodes\n        leaf_nodes = get_leaf_nodes(graph, components)\n\n        # check if leaf_nodes are in components, only keep the ones that are in components\n        # and type is one of the following: class, interface, struct (or function for C-based projects)\n        \n        # Determine if we should include functions based on available component types\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n        \n        keep_leaf_nodes = []\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.warning(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                logger.warning(f\"Leaf node {leaf_node} not found in components, removing it\")\n        \n        return components, keep_leaf_nodes",
-    "start_line": 12,
-    "end_line": 102,
-    "has_docstring": true,
-    "docstring": "Handles dependency analysis and graph building.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class DependencyGraphBuilder",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
-    "name": "AnalysisResult",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py",
-    "depends_on": [],
-    "source_code": "class AnalysisResult(BaseModel):\n    \"\"\"Result of analyzing a repository\"\"\"\n\n    repository: Repository\n    functions: List[Node]\n    relationships: List[CallRelationship]\n    file_tree: Dict[str, Any]\n    summary: Dict[str, Any]\n    visualization: Dict[str, Any] = {}\n    readme_content: Optional[str] = None",
-    "start_line": 6,
-    "end_line": 15,
-    "has_docstring": true,
-    "docstring": "Result of analyzing a repository",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "BaseModel"
-    ],
-    "class_name": null,
-    "display_name": "class AnalysisResult",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::AnalysisResult",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection",
-    "name": "NodeSelection",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py",
-    "depends_on": [],
-    "source_code": "class NodeSelection(BaseModel):\n    \"\"\"Selected nodes for partial export\"\"\"\n\n    selected_nodes: List[str] = []\n    include_relationships: bool = True\n    custom_names: Dict[str, str] = {}",
-    "start_line": 18,
-    "end_line": 23,
-    "has_docstring": true,
-    "docstring": "Selected nodes for partial export",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "BaseModel"
-    ],
-    "class_name": null,
-    "display_name": "class NodeSelection",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\analysis.py::NodeSelection",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-    "name": "Node",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
-    "depends_on": [],
-    "source_code": "class Node(BaseModel):\n    id: str\n\n    name: str\n    \n    component_type: str\n    \n    file_path: str\n    \n    relative_path: str\n    \n    depends_on: Set[str] = set()\n    \n    source_code: Optional[str] = None\n    \n    start_line: int = 0\n\n    end_line: int = 0\n    \n    has_docstring: bool = False\n    \n    docstring: str = \"\"\n    \n    parameters: Optional[List[str]] = None\n\n    node_type: Optional[str] = None  \n\n    base_classes: Optional[List[str]] = None\n\n    class_name: Optional[str] = None\n\n    display_name: Optional[str] = None\n\n    component_id: Optional[str] = None\n\n    language: Optional[str] = None\n\n    qualified_name: Optional[str] = None\n\n    def get_display_name(self) -> str:\n        return self.display_name or self.name",
-    "start_line": 7,
-    "end_line": 47,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "BaseModel"
-    ],
-    "class_name": null,
-    "display_name": "class Node",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Node",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-    "name": "CallRelationship",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
-    "depends_on": [],
-    "source_code": "class CallRelationship(BaseModel):\n    caller: str\n\n    callee: str\n\n    call_line: Optional[int] = None\n\n    is_resolved: bool = False",
-    "start_line": 50,
-    "end_line": 57,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "BaseModel"
-    ],
-    "class_name": null,
-    "display_name": "class CallRelationship",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::CallRelationship",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
-    "name": "Repository",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py",
-    "depends_on": [],
-    "source_code": "class Repository(BaseModel):\n    url: str\n\n    name: str\n\n    clone_path: str\n    \n    analysis_id: str",
-    "start_line": 60,
-    "end_line": 67,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "BaseModel"
-    ],
-    "class_name": null,
-    "display_name": "class Repository",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\models\\core.py::Repository",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles",
-    "name": "detect_cycles",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [],
-    "source_code": "def detect_cycles(graph: Dict[str, Set[str]]) -> List[List[str]]:\n    \"\"\"\n    Detect cycles in a dependency graph using Tarjan's algorithm to find\n    strongly connected components.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A list of lists, where each inner list contains the nodes in a cycle\n    \"\"\"\n    # Implementation of Tarjan's algorithm\n    index_counter = [0]\n    index = {}  # node -> index\n    lowlink = {}  # node -> lowlink value\n    onstack = set()  # nodes currently on the stack\n    stack = []  # stack of nodes\n    result = []  # list of cycles (strongly connected components)\n    \n    def strongconnect(node):\n        # Set the depth index for node\n        index[node] = index_counter[0]\n        lowlink[node] = index_counter[0]\n        index_counter[0] += 1\n        stack.append(node)\n        onstack.add(node)\n        \n        # Consider successors\n        for successor in graph.get(node, set()):\n            if successor not in index:\n                # Successor has not yet been visited; recurse on it\n                strongconnect(successor)\n                lowlink[node] = min(lowlink[node], lowlink[successor])\n            elif successor in onstack:\n                # Successor is on the stack and hence in the current SCC\n                lowlink[node] = min(lowlink[node], index[successor])\n        \n        # If node is a root node, pop the stack and generate an SCC\n        if lowlink[node] == index[node]:\n            # Start a new strongly connected component\n            scc = []\n            while True:\n                successor = stack.pop()\n                onstack.remove(successor)\n                scc.append(successor)\n                if successor == node:\n                    break\n            \n            # Only include SCCs with more than one node (actual cycles)\n            if len(scc) > 1:\n                result.append(scc)\n    \n    # Visit each node\n    for node in graph:\n        if node not in index:\n            strongconnect(node)\n    \n    return result",
-    "start_line": 18,
-    "end_line": 76,
-    "has_docstring": true,
-    "docstring": "Detect cycles in a dependency graph using Tarjan's algorithm to find\nstrongly connected components.\n\nArgs:\n    graph: A dependency graph represented as adjacency lists\n           (node -> set of dependencies)\n\nReturns:\n    A list of lists, where each inner list contains the nodes in a cycle",
-    "parameters": [
-      "graph"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function detect_cycles",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect",
-    "name": "strongconnect",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect"
-    ],
-    "source_code": "    def strongconnect(node):\n        # Set the depth index for node\n        index[node] = index_counter[0]\n        lowlink[node] = index_counter[0]\n        index_counter[0] += 1\n        stack.append(node)\n        onstack.add(node)\n        \n        # Consider successors\n        for successor in graph.get(node, set()):\n            if successor not in index:\n                # Successor has not yet been visited; recurse on it\n                strongconnect(successor)\n                lowlink[node] = min(lowlink[node], lowlink[successor])\n            elif successor in onstack:\n                # Successor is on the stack and hence in the current SCC\n                lowlink[node] = min(lowlink[node], index[successor])\n        \n        # If node is a root node, pop the stack and generate an SCC\n        if lowlink[node] == index[node]:\n            # Start a new strongly connected component\n            scc = []\n            while True:\n                successor = stack.pop()\n                onstack.remove(successor)\n                scc.append(successor)\n                if successor == node:\n                    break\n            \n            # Only include SCCs with more than one node (actual cycles)\n            if len(scc) > 1:\n                result.append(scc)",
-    "start_line": 38,
-    "end_line": 69,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "node"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function strongconnect",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::strongconnect",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles",
-    "name": "resolve_cycles",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::detect_cycles"
-    ],
-    "source_code": "def resolve_cycles(graph: Dict[str, Set[str]]) -> Dict[str, Set[str]]:\n    \"\"\"\n    Resolve cycles in a dependency graph by identifying strongly connected\n    components and breaking cycles.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A new acyclic graph with the same nodes but with cycles broken\n    \"\"\"\n    # Detect cycles (SCCs)\n    cycles = detect_cycles(graph)\n    \n    if not cycles:\n        logger.debug(\"No cycles detected in the dependency graph\")\n        return graph\n    \n    logger.debug(f\"Detected {len(cycles)} cycles in the dependency graph\")\n    \n    # Create a copy of the graph to modify\n    new_graph = {node: deps.copy() for node, deps in graph.items()}\n    \n    # Process each cycle\n    for i, cycle in enumerate(cycles):\n        logger.debug(f\"Cycle {i+1}: {' -> '.join(cycle)}\")\n        \n        # Strategy: Break the cycle by removing the \"weakest\" dependency\n        # Here, we just arbitrarily remove the last edge to make the graph acyclic\n        # In a real-world scenario, you might use heuristics to determine which edge to break\n        # For example, removing edges between different modules before edges within the same module\n        for j in range(len(cycle) - 1):\n            current = cycle[j]\n            next_node = cycle[j + 1]\n            \n            if next_node in new_graph[current]:\n                logger.debug(f\"Breaking cycle by removing dependency: {current} -> {next_node}\")\n                new_graph[current].remove(next_node)\n                break\n    \n    return new_graph",
-    "start_line": 78,
-    "end_line": 119,
-    "has_docstring": true,
-    "docstring": "Resolve cycles in a dependency graph by identifying strongly connected\ncomponents and breaking cycles.\n\nArgs:\n    graph: A dependency graph represented as adjacency lists\n           (node -> set of dependencies)\n\nReturns:\n    A new acyclic graph with the same nodes but with cycles broken",
-    "parameters": [
-      "graph"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function resolve_cycles",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort",
-    "name": "topological_sort",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::warning",
-      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles"
-    ],
-    "source_code": "def topological_sort(graph: Dict[str, Set[str]]) -> List[str]:\n    \"\"\"\n    Perform a topological sort on a dependency graph.\n    \n    Args:\n        graph: A dependency graph represented as adjacency lists\n               (node -> set of dependencies)\n    \n    Returns:\n        A list of nodes in topological order (dependencies first)\n    \"\"\"\n    # First, check for and resolve cycles\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Initialize in-degree counter for all nodes\n    in_degree = {node: 0 for node in acyclic_graph}\n    \n    # Count in-degrees\n    for node, dependencies in acyclic_graph.items():\n        for dep in dependencies:\n            if dep in in_degree:\n                in_degree[dep] += 1\n    \n    # Queue of nodes with no dependencies (in-degree of 0)\n    queue = deque([node for node, degree in in_degree.items() if degree == 0])\n    \n    # Result list to store the topological order\n    result = []\n    \n    # Process nodes in topological order\n    while queue:\n        node = queue.popleft()\n        result.append(node)\n        \n        # Reduce in-degree for each node that depends on the current node\n        for dependent, deps in acyclic_graph.items():\n            if node in deps:\n                in_degree[dependent] -= 1\n                if in_degree[dependent] == 0:\n                    queue.append(dependent)\n    \n    # Check if the sort was successful (all nodes included)\n    if len(result) != len(acyclic_graph):\n        logger.warning(\"Topological sort failed: graph has cycles that weren't resolved\")\n        # Return all nodes in some order to avoid breaking the process\n        return list(acyclic_graph.keys())\n    \n    # Reverse the result to get dependencies first\n    return result[::-1]",
-    "start_line": 121,
-    "end_line": 169,
-    "has_docstring": true,
-    "docstring": "Perform a topological sort on a dependency graph.\n\nArgs:\n    graph: A dependency graph represented as adjacency lists\n           (node -> set of dependencies)\n\nReturns:\n    A list of nodes in topological order (dependencies first)",
-    "parameters": [
-      "graph"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function topological_sort",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::topological_sort",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs",
-    "name": "dependency_first_dfs",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::warning",
-      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles"
-    ],
-    "source_code": "def dependency_first_dfs(graph: Dict[str, Set[str]]) -> List[str]:\n    \"\"\"\n    Perform a depth-first traversal of the dependency graph, starting from root nodes\n    that have no dependencies.\n    \n    The graph uses natural dependency direction:\n    - If A depends on B, the graph has an edge A → B\n    - This means an edge from X to Y represents \"X depends on Y\"\n    - Root nodes (nodes with no incoming edges/dependencies) are processed first,\n      followed by nodes that depend on them\n    \n    Args:\n        graph: A dependency graph with natural direction (A→B if A depends on B)\n    \n    Returns:\n        A list of nodes in an order where dependencies come before their dependents\n    \"\"\"\n    # First, resolve cycles to ensure we have a DAG\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Find root nodes (nodes with no dependencies)\n    root_nodes = []\n    # Create a reverse graph to easily check if a node has incoming edges\n    has_incoming_edge = {node: False for node in acyclic_graph}\n    \n    for node, deps in acyclic_graph.items():\n        for dep in deps:\n            has_incoming_edge[dep] = True\n    \n    # Nodes with no incoming edges are root nodes\n    for node in acyclic_graph:\n        if not has_incoming_edge.get(node, False) and node in acyclic_graph:\n            root_nodes.append(node)\n    \n    if not root_nodes:\n        logger.warning(\"No root nodes found in the graph, using arbitrary starting point\")\n        root_nodes = list(acyclic_graph.keys())[:1]  # Use the first node as starting point\n    \n    # Track visited nodes\n    visited = set()\n    result = []\n    \n    # DFS function that processes dependencies first\n    def dfs(node):\n        if node in visited:\n            return\n        visited.add(node)\n        \n        # Visit all dependencies first\n        for dep in sorted(acyclic_graph.get(node, set())):\n            dfs(dep)\n        \n        # Add this node to the result after all its dependencies\n        result.append(node)\n    \n    # Start DFS from each root node\n    for root in sorted(root_nodes):\n        dfs(root)\n    \n    # Check if all nodes were visited\n    if len(result) != len(acyclic_graph):\n        # Some nodes weren't visited - try to visit remaining nodes\n        for node in sorted(acyclic_graph.keys()):\n            if node not in visited:\n                dfs(node)\n    \n    return result",
-    "start_line": 171,
-    "end_line": 237,
-    "has_docstring": true,
-    "docstring": "Perform a depth-first traversal of the dependency graph, starting from root nodes\nthat have no dependencies.\n\nThe graph uses natural dependency direction:\n- If A depends on B, the graph has an edge A → B\n- This means an edge from X to Y represents \"X depends on Y\"\n- Root nodes (nodes with no incoming edges/dependencies) are processed first,\n  followed by nodes that depend on them\n\nArgs:\n    graph: A dependency graph with natural direction (A→B if A depends on B)\n\nReturns:\n    A list of nodes in an order where dependencies come before their dependents",
-    "parameters": [
-      "graph"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function dependency_first_dfs",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dependency_first_dfs",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs",
-    "name": "dfs",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs"
-    ],
-    "source_code": "    def dfs(node):\n        if node in visited:\n            return\n        visited.add(node)\n        \n        # Visit all dependencies first\n        for dep in sorted(acyclic_graph.get(node, set())):\n            dfs(dep)\n        \n        # Add this node to the result after all its dependencies\n        result.append(node)",
-    "start_line": 214,
-    "end_line": 224,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "node"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function dfs",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::dfs",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
-    "name": "build_graph_from_components",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [],
-    "source_code": "def build_graph_from_components(components: Dict[str, Any]) -> Dict[str, Set[str]]:\n    \"\"\"\n    Build a dependency graph from a collection of code components.\n    \n    The graph uses the natural dependency direction:\n    - If A depends on B, we create an edge A → B\n    - This means an edge from node X to node Y represents \"X depends on Y\"\n    - Root nodes (nodes with no dependencies) are components that don't depend on anything\n    \n    Args:\n        components: A dictionary of code components, where each component\n                   has a 'depends_on' attribute\n    \n    Returns:\n        A dependency graph with natural dependency direction\n    \"\"\"\n    graph = {}\n    \n    for comp_id, component in components.items():\n        # Initialize the node's adjacency list\n        if comp_id not in graph:\n            graph[comp_id] = set()\n        \n        # Add dependencies\n        for dep_id in component.depends_on:\n            # Only include dependencies that are actual components in our repository\n            if dep_id in components:\n                graph[comp_id].add(dep_id)\n    \n    return graph ",
-    "start_line": 239,
-    "end_line": 268,
-    "has_docstring": true,
-    "docstring": "Build a dependency graph from a collection of code components.\n\nThe graph uses the natural dependency direction:\n- If A depends on B, we create an edge A → B\n- This means an edge from node X to node Y represents \"X depends on Y\"\n- Root nodes (nodes with no dependencies) are components that don't depend on anything\n\nArgs:\n    components: A dictionary of code components, where each component\n               has a 'depends_on' attribute\n\nReturns:\n    A dependency graph with natural dependency direction",
-    "parameters": [
-      "components"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function build_graph_from_components",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::build_graph_from_components",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
-    "name": "get_leaf_nodes",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::resolve_cycles"
-    ],
-    "source_code": "def get_leaf_nodes(graph: Dict[str, Set[str]], components: Dict[str, Node]) -> List[str]:\n    \"\"\"\n    Find leaf nodes (nodes that no other nodes depend on) and build dependency trees\n    showing the full dependency chain from each leaf back to the ultimate dependencies.\n    \n    The graph uses natural dependency direction:\n    - If A depends on B, the graph has an edge A → B\n    - Leaf nodes are nodes that appear in no other node's dependency set\n    - Each tree shows the dependency chain: leaf → its dependencies → their dependencies, etc.\n    \n    Args:\n        graph: A dependency graph with natural direction (A→B if A depends on B)\n    \n    Returns:\n        A list of leaf nodes\n    \"\"\"\n    # First, resolve cycles to ensure we have a DAG\n    acyclic_graph = resolve_cycles(graph)\n    \n    # Find leaf nodes (nodes that no other nodes depend on)\n    leaf_nodes = set(acyclic_graph.keys())\n\n    \n    \n    def concise_node(leaf_nodes: Set[str]) -> Set[str]:\n        concise_leaf_nodes = set()\n        for node in leaf_nodes:\n            if node.endswith(\"__init__\"):\n                # replace by class name\n                concise_leaf_nodes.add(node.replace(\".__init__\", \"\"))\n            else:\n                concise_leaf_nodes.add(node)\n        \n        keep_leaf_nodes = []\n        \n        # Determine if we should include functions based on available component types\n        # For C-based projects, we need to include functions since they don't have classes\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.debug(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                # logger.debug(f\"Leaf node {leaf_node} not found in components, removing it\")\n                pass\n\n        return keep_leaf_nodes\n\n    concise_leaf_nodes = concise_node(leaf_nodes)\n    if len(concise_leaf_nodes) >= 400:\n        logger.debug(f\"Leaf nodes are too many ({len(concise_leaf_nodes)}), removing dependencies of other nodes\")\n        # Remove nodes that are dependencies of other nodes\n        for node, deps in acyclic_graph.items():\n            for dep in deps:\n                leaf_nodes.discard(dep)\n        \n        concise_leaf_nodes = concise_node(leaf_nodes)\n    \n    if not leaf_nodes:\n        logger.warning(\"No leaf nodes found in the graph\")\n        return []\n    \n    return concise_leaf_nodes ",
-    "start_line": 271,
-    "end_line": 350,
-    "has_docstring": true,
-    "docstring": "Find leaf nodes (nodes that no other nodes depend on) and build dependency trees\nshowing the full dependency chain from each leaf back to the ultimate dependencies.\n\nThe graph uses natural dependency direction:\n- If A depends on B, the graph has an edge A → B\n- Leaf nodes are nodes that appear in no other node's dependency set\n- Each tree shows the dependency chain: leaf → its dependencies → their dependencies, etc.\n\nArgs:\n    graph: A dependency graph with natural direction (A→B if A depends on B)\n\nReturns:\n    A list of leaf nodes",
-    "parameters": [
-      "graph",
-      "components"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_leaf_nodes",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::get_leaf_nodes",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node",
-    "name": "concise_node",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py",
-    "depends_on": [],
-    "source_code": "    def concise_node(leaf_nodes: Set[str]) -> Set[str]:\n        concise_leaf_nodes = set()\n        for node in leaf_nodes:\n            if node.endswith(\"__init__\"):\n                # replace by class name\n                concise_leaf_nodes.add(node.replace(\".__init__\", \"\"))\n            else:\n                concise_leaf_nodes.add(node)\n        \n        keep_leaf_nodes = []\n        \n        # Determine if we should include functions based on available component types\n        # For C-based projects, we need to include functions since they don't have classes\n        available_types = set()\n        for comp in components.values():\n            available_types.add(comp.component_type)\n        \n        # Valid types for leaf nodes - include functions for C-based codebases\n        valid_types = {\"class\", \"interface\", \"struct\"}\n        # If no classes/interfaces/structs are found, include functions\n        if not available_types.intersection(valid_types):\n            valid_types.add(\"function\")\n\n        for leaf_node in leaf_nodes:\n            # Skip any leaf nodes that are clearly error strings or invalid identifiers\n            if not isinstance(leaf_node, str) or leaf_node.strip() == \"\" or any(err_keyword in leaf_node.lower() for err_keyword in ['error', 'exception', 'failed', 'invalid']):\n                logger.debug(f\"Skipping invalid leaf node identifier: '{leaf_node}'\")\n                continue\n                \n            if leaf_node in components:\n                if components[leaf_node].component_type in valid_types:\n                    keep_leaf_nodes.append(leaf_node)\n                else:\n                    # logger.debug(f\"Leaf node {leaf_node} is a {components[leaf_node].component_type}, removing it\")\n                    pass\n            else:\n                # logger.debug(f\"Leaf node {leaf_node} not found in components, removing it\")\n                pass\n\n        return keep_leaf_nodes",
-    "start_line": 295,
-    "end_line": 334,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "leaf_nodes"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function concise_node",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\topo_sort.py::concise_node",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
-    "name": "is_macro_name",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
-    "depends_on": [],
-    "source_code": "def is_macro_name(token: str) -> bool:\n    \"\"\"Heuristic: an ALL_CAPS identifier (with an underscore or 4+ chars) reads\n    as a macro by C/C++ naming convention, not a function or type. Macros are\n    never extracted as components, so a call to one can never resolve to a\n    project function. This is consulted only after project resolution has had\n    its chance, so a genuine ALL_CAPS project component still matches first.\"\"\"\n    if not token or not _ALL_CAPS_RE.match(token):\n        return False\n    return (len(token) >= 4 or \"_\" in token) and token not in NON_MACRO_UPPER",
-    "start_line": 335,
-    "end_line": 343,
-    "has_docstring": true,
-    "docstring": "Heuristic: an ALL_CAPS identifier (with an underscore or 4+ chars) reads\nas a macro by C/C++ naming convention, not a function or type. Macros are\nnever extracted as components, so a call to one can never resolve to a\nproject function. This is consulted only after project resolution has had\nits chance, so a genuine ALL_CAPS project component still matches first.",
-    "parameters": [
-      "token"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_macro_name",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_macro_name",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol",
-    "name": "normalize_symbol",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
-    "depends_on": [],
-    "source_code": "def normalize_symbol(symbol: str) -> str:\n    \"\"\"Return a comparable symbol name from an ID, qualified name, or call target.\"\"\"\n    if not symbol:\n        return \"\"\n    normalized = symbol.strip()\n    if \"::\" in normalized and not normalized.startswith(\"std::\"):\n        normalized = normalized.split(\"::\")[-1]\n    normalized = normalized.split(\"(\")[0]\n    normalized = normalized.strip(\"&*[] \")\n    if \".\" in normalized:\n        normalized = normalized.split(\".\")[-1]\n    if \"::\" in normalized:\n        normalized = normalized.split(\"::\")[-1]\n    return normalized",
-    "start_line": 346,
-    "end_line": 359,
-    "has_docstring": true,
-    "docstring": "Return a comparable symbol name from an ID, qualified name, or call target.",
-    "parameters": [
-      "symbol"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function normalize_symbol",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
-    "name": "is_external_symbol",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::normalize_symbol"
-    ],
-    "source_code": "def is_external_symbol(language: str | None, symbol: str) -> bool:\n    \"\"\"Check whether a callee is a known external/runtime symbol.\n\n    Classification is layered, from most general to most specific:\n      1. Namespace prefix rules (``java.``/``javax.``/``std::``/...), which hold\n         for any project regardless of which third-party libraries it uses.\n      2. The curated language standard-library sets, which encode only true\n         language-level knowledge (libc, STL members, java.lang types).\n\n    A dotted Java name that survives the prefix rules is qualified to some\n    non-JDK package; whether that package belongs to the project is decided by\n    the resolver's project-package check, not by simple-name matching here.\n    \"\"\"\n    if not symbol:\n        return False\n\n    if symbol.startswith((\"java.\", \"javax.\", \"jdk.\", \"sun.\")):\n        return True\n    if symbol.startswith(\"std::\"):\n        return True\n\n    if language == \"java\":\n        if \".\" in symbol:\n            return False\n        return symbol in JAVA_EXTERNAL_SYMBOLS\n\n    normalized = normalize_symbol(symbol)\n    if language == \"cpp\":\n        return normalized in CPP_EXTERNAL_SYMBOLS\n    if language == \"c\":\n        return normalized in C_EXTERNAL_SYMBOLS\n    return False",
-    "start_line": 362,
-    "end_line": 393,
-    "has_docstring": true,
-    "docstring": "Check whether a callee is a known external/runtime symbol.\n\nClassification is layered, from most general to most specific:\n  1. Namespace prefix rules (``java.``/``javax.``/``std::``/...), which hold\n     for any project regardless of which third-party libraries it uses.\n  2. The curated language standard-library sets, which encode only true\n     language-level knowledge (libc, STL members, java.lang types).\n\nA dotted Java name that survives the prefix rules is qualified to some\nnon-JDK package; whether that package belongs to the project is decided by\nthe resolver's project-package check, not by simple-name matching here.",
-    "parameters": [
-      "language",
-      "symbol"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_external_symbol",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\external_symbols.py::is_external_symbol",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
-    "name": "ColoredFormatter",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
-    "depends_on": [],
-    "source_code": "class ColoredFormatter(logging.Formatter):\n    \"\"\"Custom formatter with colored output for better readability.\n    \n    This formatter adds colors to different log levels and components:\n    - Log levels are colored based on severity\n    - Timestamps are shown in blue\n    - Module names are shown in magenta\n    - Messages are shown in the default terminal color\n    \"\"\"\n    \n    # Define colors for different log levels\n    COLORS = {\n        'DEBUG': Fore.BLUE,\n        'INFO': Fore.CYAN,\n        'WARNING': Fore.YELLOW,\n        'ERROR': Fore.RED,\n        'CRITICAL': Fore.RED + Style.BRIGHT,\n    }\n    \n    # Define colors for different components\n    COMPONENT_COLORS = {\n        'timestamp': Fore.BLUE,\n        'module': Fore.MAGENTA,\n        'reset': Style.RESET_ALL,\n    }\n    \n    def format(self, record):\n        \"\"\"Format log record with colors.\"\"\"\n        # Get the color for this log level\n        level_color = self.COLORS.get(record.levelname, '')\n        \n        # Format timestamp\n        timestamp = self.formatTime(record, '%H:%M:%S')\n        colored_timestamp = f\"{self.COMPONENT_COLORS['timestamp']}[{timestamp}]{self.COMPONENT_COLORS['reset']}\"\n        \n        # Format log level with color\n        colored_level = f\"{level_color}{record.levelname:8}{self.COMPONENT_COLORS['reset']}\"\n        \n        # Format the message with the same color as the log level\n        message = record.getMessage()\n        colored_message = f\"{level_color}{message}{self.COMPONENT_COLORS['reset']}\"\n        \n        # Combine all parts (without module name column)\n        log_line = f\"{colored_timestamp} {colored_level} {colored_message}\"\n        \n        # Handle exceptions\n        if record.exc_info:\n            log_line += \"\\n\" + self.formatException(record.exc_info)\n        \n        return log_line",
-    "start_line": 35,
-    "end_line": 84,
-    "has_docstring": true,
-    "docstring": "Custom formatter with colored output for better readability.\n\nThis formatter adds colors to different log levels and components:\n- Log levels are colored based on severity\n- Timestamps are shown in blue\n- Module names are shown in magenta\n- Messages are shown in the default terminal color",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "logging.Formatter"
-    ],
-    "class_name": null,
-    "display_name": "class ColoredFormatter",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging",
-    "name": "setup_logging",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter"
-    ],
-    "source_code": "def setup_logging(level=logging.INFO):\n    \"\"\"\n    Set up logging configuration with colored output.\n    \n    Args:\n        level: Logging level (default: logging.INFO)\n    \"\"\"\n    # Create console handler\n    console_handler = logging.StreamHandler(sys.stdout)\n    console_handler.setLevel(level)\n    \n    # Set colored formatter\n    colored_formatter = ColoredFormatter()\n    console_handler.setFormatter(colored_formatter)\n    \n    # Configure root logger\n    root_logger = logging.getLogger()\n    root_logger.setLevel(level)\n    \n    # Remove existing handlers to avoid duplicates\n    root_logger.handlers.clear()\n    \n    # Add our console handler\n    root_logger.addHandler(console_handler)",
-    "start_line": 87,
-    "end_line": 110,
-    "has_docstring": true,
-    "docstring": "Set up logging configuration with colored output.\n\nArgs:\n    level: Logging level (default: logging.INFO)",
-    "parameters": [
-      "level"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function setup_logging",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_logging",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging",
-    "name": "setup_module_logging",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::ColoredFormatter"
-    ],
-    "source_code": "def setup_module_logging(module_name: str, level=logging.INFO):\n    \"\"\"\n    Set up logging for a specific module with colored output.\n    \n    Args:\n        module_name: Name of the module to configure logging for\n        level: Logging level (default: logging.INFO)\n    \"\"\"\n    logger = logging.getLogger(module_name)\n    logger.setLevel(level)\n    \n    # Create console handler\n    console_handler = logging.StreamHandler(sys.stdout)\n    console_handler.setLevel(level)\n    \n    # Set colored formatter\n    colored_formatter = ColoredFormatter()\n    console_handler.setFormatter(colored_formatter)\n    \n    # Remove existing handlers\n    logger.handlers.clear()\n    \n    # Add console handler\n    logger.addHandler(console_handler)\n    \n    # Prevent propagation to avoid duplicate logs\n    logger.propagate = False\n    \n    return logger",
-    "start_line": 113,
-    "end_line": 141,
-    "has_docstring": true,
-    "docstring": "Set up logging for a specific module with colored output.\n\nArgs:\n    module_name: Name of the module to configure logging for\n    level: Logging level (default: logging.INFO)",
-    "parameters": [
-      "module_name",
-      "level"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function setup_module_logging",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\logging_config.py::setup_module_logging",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language",
-    "name": "get_function_patterns_for_language",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "depends_on": [],
-    "source_code": "def get_function_patterns_for_language(language: str) -> list:\n    \"\"\"\n    Get function definition patterns for a specific language.\n\n    Args:\n        language: Programming language name\n\n    Returns:\n        List of function definition patterns for the language\n    \"\"\"\n    return FUNCTION_DEFINITION_PATTERNS.get(\n        language.lower(), FUNCTION_DEFINITION_PATTERNS[\"general\"]\n    )",
-    "start_line": 460,
-    "end_line": 472,
-    "has_docstring": true,
-    "docstring": "Get function definition patterns for a specific language.\n\nArgs:\n    language: Programming language name\n\nReturns:\n    List of function definition patterns for the language",
-    "parameters": [
-      "language"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_function_patterns_for_language",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::get_function_patterns_for_language",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file",
-    "name": "is_entry_point_file",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "depends_on": [],
-    "source_code": "def is_entry_point_file(filename: str) -> bool:\n    \"\"\"\n    Check if a filename matches entry point patterns.\n\n    Args:\n        filename: Name of the file to check\n\n    Returns:\n        True if the file is likely an entry point\n    \"\"\"\n    filename_lower = filename.lower()\n\n    # Exact match\n    if filename_lower in ENTRY_POINT_PATTERNS:\n        return True\n\n    # Partial name matching for flexibility\n    for pattern in ENTRY_POINT_NAME_PATTERNS:\n        if pattern in filename_lower and any(\n            ext in filename_lower for ext in [\".py\", \".js\", \".ts\", \".go\", \".rs\", \".c\", \".cpp\"]\n        ):\n            return True\n\n    return False",
-    "start_line": 475,
-    "end_line": 498,
-    "has_docstring": true,
-    "docstring": "Check if a filename matches entry point patterns.\n\nArgs:\n    filename: Name of the file to check\n\nReturns:\n    True if the file is likely an entry point",
-    "parameters": [
-      "filename"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_entry_point_file",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_file",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path",
-    "name": "is_entry_point_path",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "depends_on": [],
-    "source_code": "def is_entry_point_path(filepath: str) -> bool:\n    \"\"\"\n    Check if a file path matches entry point path patterns.\n\n    Args:\n        filepath: Full path of the file to check\n\n    Returns:\n        True if the path suggests an entry point\n    \"\"\"\n    filepath_lower = filepath.lower()\n\n    for pattern in ENTRY_POINT_PATH_PATTERNS:\n        if pattern in filepath_lower:\n            return True\n\n    return False",
-    "start_line": 501,
-    "end_line": 517,
-    "has_docstring": true,
-    "docstring": "Check if a file path matches entry point path patterns.\n\nArgs:\n    filepath: Full path of the file to check\n\nReturns:\n    True if the path suggests an entry point",
-    "parameters": [
-      "filepath"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_entry_point_path",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential",
-    "name": "has_high_connectivity_potential",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "depends_on": [],
-    "source_code": "def has_high_connectivity_potential(filename: str, filepath: str) -> bool:\n    \"\"\"\n    Check if a file has high connectivity potential based on name and path.\n\n    Args:\n        filename: Name of the file\n        filepath: Full path of the file\n\n    Returns:\n        True if the file likely has high connectivity\n    \"\"\"\n    filename_lower = filename.lower()\n    filepath_lower = filepath.lower()\n\n    # Check filename patterns\n    if any(pattern in filename_lower for pattern in HIGH_CONNECTIVITY_PATTERNS):\n        return True\n\n    # Check filepath patterns\n    if any(pattern in filepath_lower for pattern in HIGH_CONNECTIVITY_PATTERNS):\n        return True\n\n    # Check source directory patterns\n    if any(pattern in filepath_lower for pattern in SOURCE_DIRECTORY_PATTERNS):\n        return True\n\n    return False",
-    "start_line": 520,
-    "end_line": 546,
-    "has_docstring": true,
-    "docstring": "Check if a file has high connectivity potential based on name and path.\n\nArgs:\n    filename: Name of the file\n    filepath: Full path of the file\n\nReturns:\n    True if the file likely has high connectivity",
-    "parameters": [
-      "filename",
-      "filepath"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function has_high_connectivity_potential",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::has_high_connectivity_potential",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function",
-    "name": "is_critical_function",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "depends_on": [],
-    "source_code": "def is_critical_function(func_name: str, code_snippet: Optional[str] = None) -> bool:\n    \"\"\"\n    Check if a function is critical based on name and code patterns.\n\n    Args:\n        func_name: Name of the function\n        code_snippet: Optional code snippet to analyze\n\n    Returns:\n        True if the function is considered critical\n    \"\"\"\n    # Check critical function names\n    if func_name.lower() in CRITICAL_FUNCTION_NAMES:\n        return True\n\n    # Check export patterns in code snippet\n    if code_snippet:\n        snippet_lower = code_snippet.lower()\n        if any(pattern in snippet_lower for pattern in EXPORT_PATTERNS):\n            return True\n\n    return False",
-    "start_line": 549,
-    "end_line": 570,
-    "has_docstring": true,
-    "docstring": "Check if a function is critical based on name and code patterns.\n\nArgs:\n    func_name: Name of the function\n    code_snippet: Optional code snippet to analyze\n\nReturns:\n    True if the function is considered critical",
-    "parameters": [
-      "func_name",
-      "code_snippet"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_critical_function",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_critical_function",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points",
-    "name": "find_fallback_entry_points",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::is_entry_point_path"
-    ],
-    "source_code": "def find_fallback_entry_points(code_files: List[Dict], max_files: int = 5) -> List[Dict]:\n    \"\"\"\n    Find fallback entry points when standard patterns don't match.\n\n    Args:\n        code_files: List of all code files\n        max_files: Maximum number of fallback files to return\n\n    Returns:\n        List of files that could serve as entry points\n    \"\"\"\n    fallback_files = []\n\n    # Try fallback name patterns\n    for file_info in code_files:\n        filename = file_info[\"name\"].lower()\n        filepath = file_info[\"path\"].lower()\n\n        # Check for any main-like files\n        if any(pattern in filename for pattern in [\"main\", \"app\", \"server\", \"start\", \"index\"]):\n            fallback_files.append(file_info)\n\n        # Check for entry point paths\n        elif is_entry_point_path(filepath):\n            fallback_files.append(file_info)\n\n    # If still nothing, try files in root or common directories\n    if not fallback_files:\n        for file_info in code_files:\n            filepath = file_info[\"path\"]\n            # Files in root directory or immediate subdirectories\n            if filepath.count(\"/\") <= 1:\n                fallback_files.append(file_info)\n\n    # Sort by likelihood (prefer shorter paths, common names)\n    def fallback_priority(file_info):\n        path = file_info[\"path\"].lower()\n        name = file_info[\"name\"].lower()\n\n        score = 0\n        # Prefer shorter paths (closer to root)\n        score -= path.count(\"/\")\n        # Prefer common entry point names\n        if any(pattern in name for pattern in [\"main\", \"app\", \"index\"]):\n            score -= 10\n        # Prefer certain extensions\n        if any(ext in name for ext in [\".py\", \".js\", \".go\", \".rs\"]):\n            score -= 5\n\n        return score\n\n    fallback_files.sort(key=fallback_priority)\n    return fallback_files[:max_files]",
-    "start_line": 573,
-    "end_line": 625,
-    "has_docstring": true,
-    "docstring": "Find fallback entry points when standard patterns don't match.\n\nArgs:\n    code_files: List of all code files\n    max_files: Maximum number of fallback files to return\n\nReturns:\n    List of files that could serve as entry points",
-    "parameters": [
-      "code_files",
-      "max_files"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function find_fallback_entry_points",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_entry_points",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority",
-    "name": "fallback_priority",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "depends_on": [],
-    "source_code": "    def fallback_priority(file_info):\n        path = file_info[\"path\"].lower()\n        name = file_info[\"name\"].lower()\n\n        score = 0\n        # Prefer shorter paths (closer to root)\n        score -= path.count(\"/\")\n        # Prefer common entry point names\n        if any(pattern in name for pattern in [\"main\", \"app\", \"index\"]):\n            score -= 10\n        # Prefer certain extensions\n        if any(ext in name for ext in [\".py\", \".js\", \".go\", \".rs\"]):\n            score -= 5\n\n        return score",
-    "start_line": 608,
-    "end_line": 622,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "file_info"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function fallback_priority",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::fallback_priority",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files",
-    "name": "find_fallback_connectivity_files",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py",
-    "depends_on": [],
-    "source_code": "def find_fallback_connectivity_files(code_files: List[Dict], max_files: int = 10) -> List[Dict]:\n    \"\"\"\n    Find fallback high-connectivity files when standard patterns don't match.\n\n    Args:\n        code_files: List of all code files\n        max_files: Maximum number of fallback files to return\n\n    Returns:\n        List of files that likely have good connectivity\n    \"\"\"\n    fallback_files = []\n\n    # Include all files from common source directories\n    for file_info in code_files:\n        filepath = file_info[\"path\"].lower()\n\n        # Any file in src, lib, or similar directories\n        if any(pattern in filepath for pattern in [\"src/\", \"lib/\", \"app/\", \"pkg/\", \"core/\"]):\n            fallback_files.append(file_info)\n\n    # If still not enough, include files with certain extensions\n    if len(fallback_files) < max_files:\n        for file_info in code_files:\n            if file_info not in fallback_files:\n                name = file_info[\"name\"].lower()\n                # Include common source file extensions\n                if any(ext in name for ext in [\".py\", \".js\", \".ts\", \".go\", \".rs\", \".c\", \".cpp\"]):\n                    # Skip test files\n                    if not any(test_pattern in name for test_pattern in [\"test\", \"spec\", \"_test\"]):\n                        fallback_files.append(file_info)\n\n    return fallback_files[:max_files]",
-    "start_line": 628,
-    "end_line": 660,
-    "has_docstring": true,
-    "docstring": "Find fallback high-connectivity files when standard patterns don't match.\n\nArgs:\n    code_files: List of all code files\n    max_files: Maximum number of fallback files to return\n\nReturns:\n    List of files that likely have good connectivity",
-    "parameters": [
-      "code_files",
-      "max_files"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function find_fallback_connectivity_files",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\patterns.py::find_fallback_connectivity_files",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside",
-    "name": "_inside",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
-    "depends_on": [],
-    "source_code": "def _inside(base: Path, target: Path) -> bool:\n    base_r = base.resolve()\n    try:\n        target_r = target.resolve()\n        return target_r.is_relative_to(base_r)  # py>=3.9\n    except AttributeError:\n        return str(target.resolve()).startswith(str(base_r))",
-    "start_line": 4,
-    "end_line": 10,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "base",
-      "target"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _inside",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path",
-    "name": "assert_safe_path",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::_inside"
-    ],
-    "source_code": "def assert_safe_path(base_dir: Path, target: Path):\n    # Block symlinks (file or dir)\n    if target.is_symlink():\n        raise PermissionError(f\"Symlink blocked: {target}\")\n    # Block paths that escape repo\n    if not _inside(base_dir, target):\n        raise PermissionError(f\"Path escapes repo: {target} -> {target.resolve()}\")",
-    "start_line": 12,
-    "end_line": 18,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "base_dir",
-      "target"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function assert_safe_path",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text": {
-    "id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text",
-    "name": "safe_open_text",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
-    "relative_path": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py",
-    "depends_on": [
-      "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::assert_safe_path"
-    ],
-    "source_code": "def safe_open_text(base_dir: Path, target: Path, encoding=\"utf-8\"):\n    assert_safe_path(base_dir, target)\n    flags = os.O_RDONLY\n    if hasattr(os, \"O_NOFOLLOW\"):\n        flags |= os.O_NOFOLLOW\n    fd = os.open(str(target), flags)\n    try:\n        with os.fdopen(fd, \"r\", encoding=encoding, errors=\"replace\") as f:\n            return f.read()\n    finally:\n        try:\n            os.close(fd)\n        except OSError:\n            pass",
-    "start_line": 20,
-    "end_line": 33,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "base_dir",
-      "target",
-      "encoding"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function safe_open_text",
-    "component_id": "codewiki\\src\\be\\dependency_analyzer\\utils\\security.py::safe_open_text",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator": {
-    "id": "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
-    "name": "DocumentationGenerator",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\documentation_generator.py",
-    "relative_path": "codewiki\\src\\be\\documentation_generator.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\backend.py::get_backend",
-      "codewiki\\src\\be\\cluster_modules.py::cluster_modules",
-      "codewiki\\src\\be\\dependency_analyzer\\dependency_graphs_builder.py::DependencyGraphBuilder",
-      "codewiki\\cli\\utils\\fs.py::ensure_directory",
-      "codewiki\\src\\be\\cluster_modules.py::get_clustering_input_token_count",
-      "codewiki\\cli\\utils\\errors.py::warning"
-    ],
-    "source_code": "class DocumentationGenerator:\n    \"\"\"Main documentation generation orchestrator.\"\"\"\n\n    def __init__(self, config: Config, commit_id: str = None, backend: LLMBackend = None):\n        self.config = config\n        self.commit_id = commit_id\n        self.graph_builder = DependencyGraphBuilder(config)\n        self.backend: LLMBackend = backend or get_backend(config)\n    \n    def create_documentation_metadata(self, working_dir: str, components: Dict[str, Any], num_leaf_nodes: int):\n        \"\"\"Create a metadata file with documentation generation information.\"\"\"\n        from datetime import datetime\n        \n        metadata = {\n            \"generation_info\": {\n                \"timestamp\": datetime.now().isoformat(),\n                \"main_model\": self.config.main_model,\n                \"generator_version\": \"1.0.1\",\n                \"repo_path\": self.config.repo_path,\n                \"commit_id\": self.commit_id\n            },\n            \"statistics\": {\n                \"total_components\": len(components),\n                \"leaf_nodes\": num_leaf_nodes,\n                \"max_depth\": self.config.max_depth\n            },\n            \"files_generated\": [\n                \"overview.md\",\n                \"module_tree.json\",\n                \"first_module_tree.json\"\n            ]\n        }\n        \n        # Add generated markdown files to the metadata\n        try:\n            for file_path in os.listdir(working_dir):\n                if file_path.endswith('.md') and file_path not in metadata[\"files_generated\"]:\n                    metadata[\"files_generated\"].append(file_path)\n        except Exception as e:\n            logger.warning(f\"Could not list generated files: {e}\")\n        \n        metadata_path = os.path.join(working_dir, \"metadata.json\")\n        file_manager.save_json(metadata, metadata_path)\n\n    \n    def get_processing_order(self, module_tree: Dict[str, Any], parent_path: List[str] = []) -> List[tuple[List[str], str]]:\n        \"\"\"Get the processing order using topological sort (leaf modules first).\"\"\"\n        processing_order = []\n        \n        def collect_modules(tree: Dict[str, Any], path: List[str]):\n            for module_name, module_info in tree.items():\n                current_path = path + [module_name]\n                \n                # If this module has children, process them first\n                if module_info.get(\"children\") and isinstance(module_info[\"children\"], dict) and module_info[\"children\"]:\n                    collect_modules(module_info[\"children\"], current_path)\n                    # Add this parent module after its children\n                    processing_order.append((current_path, module_name))\n                else:\n                    # This is a leaf module, add it immediately\n                    processing_order.append((current_path, module_name))\n        \n        collect_modules(module_tree, parent_path)\n        return processing_order\n\n    def is_leaf_module(self, module_info: Dict[str, Any]) -> bool:\n        \"\"\"Check if a module is a leaf module (has no children or empty children).\"\"\"\n        children = module_info.get(\"children\", {})\n        return not children or (isinstance(children, dict) and len(children) == 0)\n\n    def build_overview_structure(self, module_tree: Dict[str, Any], module_path: List[str],\n                                 working_dir: str) -> Dict[str, Any]:\n        \"\"\"Build structure for overview generation with 1-depth children docs and target indicator.\"\"\"\n        \n        processed_module_tree = deepcopy(module_tree)\n        module_info = processed_module_tree\n        for path_part in module_path:\n            module_info = module_info[path_part]\n            if path_part != module_path[-1]:\n                module_info = module_info.get(\"children\", {})\n            else:\n                module_info[\"is_target_for_overview_generation\"] = True\n\n        if \"children\" in module_info:\n            module_info = module_info[\"children\"]\n\n        for child_name, child_info in module_info.items():\n            child_docs_path = self._resolve_child_docs_path(working_dir, child_name)\n            if child_docs_path is not None:\n                child_info[\"docs\"] = file_manager.load_text(child_docs_path)\n            else:\n                logger.warning(f\"Module docs not found at {os.path.join(working_dir, f'{child_name}.md')}\")\n                child_info[\"docs\"] = \"\"\n\n        return processed_module_tree\n\n    @staticmethod\n    def _resolve_child_docs_path(working_dir: str, child_name: str) -> str | None:\n        \"\"\"Resolve the on-disk path for a child module's .md doc.\n\n        Sub-agents sometimes save files under a sanitized variant of the\n        module name (spaces → underscores, lowercased, etc.) rather than the\n        exact key in the module tree. Try a small set of common variants\n        before giving up so the overview prompt still gets the children's\n        content as context.\n        \"\"\"\n        candidates = []\n        seen = set()\n        base_variants = [\n            child_name,\n            child_name.replace(\" \", \"_\"),\n            child_name.replace(\" \", \"-\"),\n            child_name.replace(\" \", \"\"),\n        ]\n        for variant in base_variants:\n            for cased in (variant, variant.lower()):\n                if cased not in seen:\n                    seen.add(cased)\n                    candidates.append(f\"{cased}.md\")\n\n        for filename in candidates:\n            candidate_path = os.path.join(working_dir, filename)\n            if os.path.exists(candidate_path):\n                return candidate_path\n        return None\n\n    async def generate_module_documentation(self, components: Dict[str, Any], leaf_nodes: List[str]) -> str:\n        \"\"\"Generate documentation for all modules using dynamic programming approach.\"\"\"\n        # Prepare output directory\n        working_dir = os.path.abspath(self.config.docs_dir)\n        file_manager.ensure_directory(working_dir)\n\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n        first_module_tree = file_manager.load_json(first_module_tree_path)\n        \n        # Get processing order (leaf modules first)\n        processing_order = self.get_processing_order(first_module_tree)\n\n        \n        # Process modules in dependency order\n        final_module_tree = module_tree\n        processed_modules = set()\n\n        if len(module_tree) > 0:\n            for module_path, module_name in processing_order:\n                try:\n                    # Reload module tree to get latest hierarchical structure from sub-agent modifications\n                    module_tree = file_manager.load_json(module_tree_path)\n                    \n                    # Get the module info from the tree\n                    module_info = module_tree\n                    for path_part in module_path:\n                        module_info = module_info[path_part]\n                        if path_part != module_path[-1]:  # Not the last part\n                            module_info = module_info.get(\"children\", {})\n                    \n                    # Skip if already processed\n                    module_key = \"/\".join(module_path)\n                    if module_key in processed_modules:\n                        continue\n                    \n                    # Process the module\n                    if self.is_leaf_module(module_info):\n                        logger.info(f\"📄 Processing leaf module: {module_key}\")\n                        final_module_tree = await self.backend.run_module_agent(\n                            module_name=module_name,\n                            components=components,\n                            core_component_ids=module_info[\"components\"],\n                            module_path=module_path,\n                            working_dir=working_dir,\n                        )\n                    else:\n                        logger.info(f\"📁 Processing parent module: {module_key}\")\n                        final_module_tree = await self.generate_parent_module_docs(\n                            module_path, working_dir\n                        )\n                    \n                    processed_modules.add(module_key)\n                    \n                except Exception as e:\n                    logger.error(f\"Failed to process module {module_key}: {str(e)}\")\n                    logger.error(f\"Traceback: {traceback.format_exc()}\")\n                    continue\n\n            # Generate repo overview\n            logger.info(f\"📚 Generating repository overview\")\n            final_module_tree = await self.generate_parent_module_docs(\n                [], working_dir\n            )\n        else:\n            logger.info(f\"Processing whole repo because repo can fit in the context window\")\n            repo_name = os.path.basename(os.path.normpath(self.config.repo_path))\n            final_module_tree = await self.backend.run_module_agent(\n                module_name=repo_name,\n                components=components,\n                core_component_ids=leaf_nodes,\n                module_path=[],\n                working_dir=working_dir,\n            )\n\n            # save final_module_tree to module_tree.json\n            file_manager.save_json(final_module_tree, os.path.join(working_dir, MODULE_TREE_FILENAME))\n\n            # rename repo_name.md to overview.md\n            repo_overview_path = os.path.join(working_dir, f\"{repo_name}.md\")\n            if os.path.exists(repo_overview_path):\n                os.rename(repo_overview_path, os.path.join(working_dir, OVERVIEW_FILENAME))\n        \n        return working_dir\n\n    async def generate_parent_module_docs(self, module_path: List[str], \n                                        working_dir: str) -> Dict[str, Any]:\n        \"\"\"Generate documentation for a parent module based on its children's documentation.\"\"\"\n        module_name = module_path[-1] if len(module_path) >= 1 else os.path.basename(os.path.normpath(self.config.repo_path))\n\n        logger.info(f\"Generating parent documentation for: {module_name}\")\n        \n        # Load module tree\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n\n        # check if overview docs already exists\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(f\"✓ Overview docs already exists at {overview_docs_path}\")\n            return module_tree\n\n        # check if parent docs already exists\n        parent_docs_path = os.path.join(working_dir, f\"{module_name if len(module_path) >= 1 else OVERVIEW_FILENAME.replace('.md', '')}.md\")\n        if os.path.exists(parent_docs_path):\n            logger.info(f\"✓ Parent docs already exists at {parent_docs_path}\")\n            return module_tree\n\n        # Create repo structure with 1-depth children docs and target indicator\n        repo_structure = self.build_overview_structure(module_tree, module_path, working_dir)\n\n        prompt = MODULE_OVERVIEW_PROMPT.format(\n            module_name=module_name,\n            repo_structure=json.dumps(repo_structure, indent=4)\n        ) if len(module_path) >= 1 else REPO_OVERVIEW_PROMPT.format(\n            repo_name=module_name,\n            repo_structure=json.dumps(repo_structure, indent=4)\n        )\n        \n        try:\n            parent_docs = self.backend.complete(prompt)\n\n            # Parse and save parent documentation. Subscription-CLI backends\n            # (claude-code / codex) sometimes ignore the <OVERVIEW> wrapper and\n            # return raw markdown; fall back to the response as-is in that case\n            # rather than crashing with an index error.\n            if \"<OVERVIEW>\" in parent_docs and \"</OVERVIEW>\" in parent_docs:\n                parent_content = parent_docs.split(\"<OVERVIEW>\")[1].split(\"</OVERVIEW>\")[0].strip()\n            else:\n                logger.warning(\n                    f\"Overview response for {module_name} missing <OVERVIEW> wrapper; \"\n                    f\"using raw response as markdown.\"\n                )\n                parent_content = parent_docs.strip()\n            file_manager.save_text(parent_content, parent_docs_path)\n            \n            logger.debug(f\"Successfully generated parent documentation for: {module_name}\")\n            return module_tree\n            \n        except Exception as e:\n            logger.error(f\"Error generating parent documentation for {module_name}: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise\n    \n    async def run(self) -> None:\n        \"\"\"Run the complete documentation generation process using dynamic programming.\"\"\"\n        try:\n            # Build dependency graph\n            components, leaf_nodes = self.graph_builder.build_dependency_graph()\n\n            logger.debug(f\"Found {len(leaf_nodes)} leaf nodes\")\n            # logger.debug(f\"Leaf nodes:\\n{'\\n'.join(sorted(leaf_nodes)[:200])}\")\n            # exit()\n            \n            # Cluster modules\n            working_dir = os.path.abspath(self.config.docs_dir)\n            file_manager.ensure_directory(working_dir)\n            first_module_tree_path = os.path.join(working_dir, FIRST_MODULE_TREE_FILENAME)\n            module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n            \n            # Check if module tree exists\n            if os.path.exists(first_module_tree_path):\n                logger.debug(f\"Module tree found at {first_module_tree_path}\")\n                module_tree = file_manager.load_json(first_module_tree_path)\n            else:\n                logger.debug(f\"Module tree not found at {module_tree_path}, clustering modules\")\n                clustering_tokens = get_clustering_input_token_count(\n                    leaf_nodes, components\n                )\n                logger.info(\n                    \"Preparing %d leaf nodes for module clustering (%d tokens, threshold %d)\",\n                    len(leaf_nodes),\n                    clustering_tokens,\n                    self.config.max_token_per_module,\n                )\n                # Bind cluster_model into the completer so the backend uses the\n                # configured clustering model (separate from main_model) when\n                # one is set.  Caw mode's cluster_model is typically empty —\n                # complete() falls back to its own _model in that case.\n                cluster_model = self.config.cluster_model or None\n                module_tree = cluster_modules(\n                    leaf_nodes,\n                    components,\n                    self.config,\n                    completer=lambda p: self.backend.complete(p, model=cluster_model),\n                )\n                file_manager.save_json(module_tree, first_module_tree_path)\n            \n            file_manager.save_json(module_tree, module_tree_path)\n            \n            if len(module_tree) == 0:\n                logger.info(\n                    \"Module clustering produced no top-level modules; continuing in \"\n                    \"whole-repository documentation mode\"\n                )\n            else:\n                logger.info(\n                    \"Grouped components into %d top-level modules\",\n                    len(module_tree),\n                )\n            \n            # Generate module documentation using dynamic programming approach\n            # This processes leaf modules first, then parent modules\n            working_dir = await self.generate_module_documentation(components, leaf_nodes)\n            \n            # Create documentation metadata\n            self.create_documentation_metadata(working_dir, components, len(leaf_nodes))\n            \n            logger.debug(f\"Documentation generation completed successfully using dynamic programming!\")\n            logger.debug(f\"Processing order: leaf modules → parent modules → repository overview\")\n            logger.debug(f\"Documentation saved to: {working_dir}\")\n            \n        except Exception as e:\n            logger.error(f\"Documentation generation failed: {str(e)}\")\n            logger.error(f\"Traceback: {traceback.format_exc()}\")\n            raise",
-    "start_line": 31,
-    "end_line": 373,
-    "has_docstring": true,
-    "docstring": "Main documentation generation orchestrator.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class DocumentationGenerator",
-    "component_id": "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens": {
-    "id": "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
-    "name": "_should_use_max_completion_tokens",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [],
-    "source_code": "def _should_use_max_completion_tokens(model_name: str, base_url: str) -> bool:\n    \"\"\"\n    Determine whether to use max_completion_tokens instead of max_tokens.\n\n    Newer OpenAI models (o1, o3, o4, gpt-4o, gpt-5, etc.) require\n    max_completion_tokens. Anthropic and other providers still use max_tokens.\n    \"\"\"\n    model_lower = model_name.lower()\n    # OpenAI models that require max_completion_tokens\n    new_openai_patterns = (\"o1\", \"o3\", \"o4\", \"gpt-4o\", \"gpt-4-turbo\", \"gpt-5\")\n    if any(pattern in model_lower for pattern in new_openai_patterns):\n        return True\n    # If base_url points to OpenAI directly, newer models may need it\n    if base_url and \"api.openai.com\" in base_url:\n        return True\n    return False",
-    "start_line": 23,
-    "end_line": 38,
-    "has_docstring": true,
-    "docstring": "Determine whether to use max_completion_tokens instead of max_tokens.\n\nNewer OpenAI models (o1, o3, o4, gpt-4o, gpt-5, etc.) require\nmax_completion_tokens. Anthropic and other providers still use max_tokens.",
-    "parameters": [
-      "model_name",
-      "base_url"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _should_use_max_completion_tokens",
-    "component_id": "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::_build_model_settings": {
-    "id": "codewiki\\src\\be\\llm_services.py::_build_model_settings",
-    "name": "_build_model_settings",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [
-      "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens"
-    ],
-    "source_code": "def _build_model_settings(config: Config, model_name: str) -> OpenAIModelSettings:\n    \"\"\"Build model settings with the correct token parameter.\"\"\"\n    if _should_use_max_completion_tokens(model_name, config.llm_base_url):\n        return OpenAIModelSettings(\n            temperature=0.0,\n            max_completion_tokens=config.max_tokens\n        )\n    return OpenAIModelSettings(\n        temperature=0.0,\n        max_tokens=config.max_tokens\n    )",
-    "start_line": 41,
-    "end_line": 51,
-    "has_docstring": true,
-    "docstring": "Build model settings with the correct token parameter.",
-    "parameters": [
-      "config",
-      "model_name"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _build_model_settings",
-    "component_id": "codewiki\\src\\be\\llm_services.py::_build_model_settings",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name": {
-    "id": "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name",
-    "name": "_get_litellm_model_name",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [],
-    "source_code": "def _get_litellm_model_name(model_name: str, provider: str) -> str:\n    \"\"\"\n    Get the litellm-compatible model name for a given provider.\n\n    For Bedrock, prefixes the model name with 'bedrock/' if not already prefixed.\n    For Anthropic, prefixes with 'anthropic/' if not already prefixed.\n    \"\"\"\n    if provider == \"bedrock\":\n        if not model_name.startswith(\"bedrock/\"):\n            return f\"bedrock/{model_name}\"\n    elif provider == \"anthropic\":\n        if not model_name.startswith(\"anthropic/\"):\n            return f\"anthropic/{model_name}\"\n    return model_name",
-    "start_line": 54,
-    "end_line": 67,
-    "has_docstring": true,
-    "docstring": "Get the litellm-compatible model name for a given provider.\n\nFor Bedrock, prefixes the model name with 'bedrock/' if not already prefixed.\nFor Anthropic, prefixes with 'anthropic/' if not already prefixed.",
-    "parameters": [
-      "model_name",
-      "provider"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _get_litellm_model_name",
-    "component_id": "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel": {
-    "id": "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
-    "name": "CompatibleOpenAIModel",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [],
-    "source_code": "class CompatibleOpenAIModel(OpenAIModel):\n    \"\"\"OpenAIModel subclass that patches non-standard API proxy responses.\n\n    Some OpenAI-compatible proxies return responses with fields like\n    choices[].index set to None instead of an integer. This subclass\n    fixes those fields before pydantic validation runs.\n    \"\"\"\n\n    def _validate_completion(self, response: chat.ChatCompletion) -> chat.ChatCompletion:\n        # Patch choices[].index: None -> sequential integer (0, 1, 2, ...)\n        if response.choices:\n            for i, choice in enumerate(response.choices):\n                if choice.index is None:\n                    choice.index = i\n        return super()._validate_completion(response)",
-    "start_line": 70,
-    "end_line": 84,
-    "has_docstring": true,
-    "docstring": "OpenAIModel subclass that patches non-standard API proxy responses.\n\nSome OpenAI-compatible proxies return responses with fields like\nchoices[].index set to None instead of an integer. This subclass\nfixes those fields before pydantic validation runs.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "OpenAIModel"
-    ],
-    "class_name": null,
-    "display_name": "class CompatibleOpenAIModel",
-    "component_id": "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client": {
-    "id": "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client",
-    "name": "_create_litellm_openai_client",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [],
-    "source_code": "def _create_litellm_openai_client(config: Config) -> OpenAI:\n    \"\"\"\n    Create an OpenAI-compatible client backed by litellm's proxy.\n\n    litellm translates OpenAI API calls to Bedrock, Anthropic, etc.\n    \"\"\"\n    import litellm\n    # Configure litellm for the provider\n    if config.provider == \"bedrock\":\n        import os\n        os.environ.setdefault(\"AWS_DEFAULT_REGION\", config.aws_region)\n        os.environ.setdefault(\"AWS_REGION_NAME\", config.aws_region)\n\n    # litellm exposes an OpenAI-compatible Router we can use,\n    # but the simplest path is to use litellm.completion() directly.\n    # For pydantic-ai integration, we create a proxy client.\n    return OpenAI(\n        api_key=config.llm_api_key or \"not-needed-for-bedrock\",\n        base_url=config.llm_base_url or \"https://api.openai.com/v1\",\n    )",
-    "start_line": 87,
-    "end_line": 106,
-    "has_docstring": true,
-    "docstring": "Create an OpenAI-compatible client backed by litellm's proxy.\n\nlitellm translates OpenAI API calls to Bedrock, Anthropic, etc.",
-    "parameters": [
-      "config"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _create_litellm_openai_client",
-    "component_id": "codewiki\\src\\be\\llm_services.py::_create_litellm_openai_client",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::create_main_model": {
-    "id": "codewiki\\src\\be\\llm_services.py::create_main_model",
-    "name": "create_main_model",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [
-      "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
-      "codewiki\\src\\be\\llm_services.py::_build_model_settings"
-    ],
-    "source_code": "def create_main_model(config: Config) -> CompatibleOpenAIModel:\n    \"\"\"Create the main LLM model from configuration.\"\"\"\n    return CompatibleOpenAIModel(\n        model_name=config.main_model,\n        provider=OpenAIProvider(\n            base_url=config.llm_base_url,\n            api_key=config.llm_api_key\n        ),\n        settings=_build_model_settings(config, config.main_model)\n    )",
-    "start_line": 109,
-    "end_line": 118,
-    "has_docstring": true,
-    "docstring": "Create the main LLM model from configuration.",
-    "parameters": [
-      "config"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function create_main_model",
-    "component_id": "codewiki\\src\\be\\llm_services.py::create_main_model",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::create_fallback_model": {
-    "id": "codewiki\\src\\be\\llm_services.py::create_fallback_model",
-    "name": "create_fallback_model",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [
-      "codewiki\\src\\be\\llm_services.py::CompatibleOpenAIModel",
-      "codewiki\\src\\be\\llm_services.py::_build_model_settings"
-    ],
-    "source_code": "def create_fallback_model(config: Config) -> CompatibleOpenAIModel:\n    \"\"\"Create the fallback LLM model from configuration.\"\"\"\n    return CompatibleOpenAIModel(\n        model_name=config.fallback_model,\n        provider=OpenAIProvider(\n            base_url=config.llm_base_url,\n            api_key=config.llm_api_key\n        ),\n        settings=_build_model_settings(config, config.fallback_model)\n    )",
-    "start_line": 121,
-    "end_line": 130,
-    "has_docstring": true,
-    "docstring": "Create the fallback LLM model from configuration.",
-    "parameters": [
-      "config"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function create_fallback_model",
-    "component_id": "codewiki\\src\\be\\llm_services.py::create_fallback_model",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::create_fallback_models": {
-    "id": "codewiki\\src\\be\\llm_services.py::create_fallback_models",
-    "name": "create_fallback_models",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [
-      "codewiki\\src\\be\\llm_services.py::create_fallback_model",
-      "codewiki\\src\\be\\llm_services.py::create_main_model"
-    ],
-    "source_code": "def create_fallback_models(config: Config) -> FallbackModel:\n    \"\"\"Create fallback models chain from configuration.\"\"\"\n    main = create_main_model(config)\n    fallback = create_fallback_model(config)\n    return FallbackModel(main, fallback)",
-    "start_line": 133,
-    "end_line": 137,
-    "has_docstring": true,
-    "docstring": "Create fallback models chain from configuration.",
-    "parameters": [
-      "config"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function create_fallback_models",
-    "component_id": "codewiki\\src\\be\\llm_services.py::create_fallback_models",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::create_openai_client": {
-    "id": "codewiki\\src\\be\\llm_services.py::create_openai_client",
-    "name": "create_openai_client",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [],
-    "source_code": "def create_openai_client(config: Config) -> OpenAI:\n    \"\"\"Create OpenAI client from configuration.\"\"\"\n    return OpenAI(\n        base_url=config.llm_base_url,\n        api_key=config.llm_api_key\n    )",
-    "start_line": 140,
-    "end_line": 145,
-    "has_docstring": true,
-    "docstring": "Create OpenAI client from configuration.",
-    "parameters": [
-      "config"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function create_openai_client",
-    "component_id": "codewiki\\src\\be\\llm_services.py::create_openai_client",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::call_llm": {
-    "id": "codewiki\\src\\be\\llm_services.py::call_llm",
-    "name": "call_llm",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
-      "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
-      "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
-      "codewiki\\src\\be\\llm_services.py::_should_use_max_completion_tokens",
-      "codewiki\\src\\be\\llm_services.py::create_openai_client"
-    ],
-    "source_code": "def call_llm(\n    prompt: str,\n    config: Config,\n    model: str = None,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM with the given prompt.\n\n    Supports openai-compatible, anthropic, and bedrock providers.\n    For bedrock/anthropic, uses litellm to translate the API call.\n\n    Args:\n        prompt: The prompt to send\n        config: Configuration containing LLM settings\n        model: Model name (defaults to config.main_model)\n        temperature: Temperature setting\n\n    Returns:\n        LLM response text\n    \"\"\"\n    if model is None:\n        model = config.main_model\n\n    provider = getattr(config, \"provider\", \"openai-compatible\")\n\n    if provider in (\"bedrock\", \"anthropic\"):\n        return _call_llm_via_litellm(prompt, config, model, temperature)\n\n    if provider == \"azure-openai\":\n        return _call_llm_via_azure(prompt, config, model, temperature)\n\n    # Default: OpenAI-compatible\n    client = create_openai_client(config)\n\n    # Use the correct token parameter based on model/provider; if the server\n    # rejects our choice, swap to the other token kwarg and retry once.\n    use_completion_tokens = _should_use_max_completion_tokens(model, config.llm_base_url)\n    primary_key = \"max_completion_tokens\" if use_completion_tokens else \"max_tokens\"\n    fallback_key = \"max_tokens\" if use_completion_tokens else \"max_completion_tokens\"\n\n    base_kwargs = {\n        \"model\": model,\n        \"messages\": [{\"role\": \"user\", \"content\": prompt}],\n        \"temperature\": temperature,\n    }\n\n    try:\n        response = client.chat.completions.create(\n            **base_kwargs,\n            **{primary_key: config.max_tokens},\n        )\n    except BadRequestError as e:\n        if _is_unsupported_token_param_error(e, primary_key):\n            logger.info(\n                \"Provider rejected %s for model %s; retrying with %s.\",\n                primary_key, model, fallback_key,\n            )\n            response = client.chat.completions.create(\n                **base_kwargs,\n                **{fallback_key: config.max_tokens},\n            )\n        else:\n            raise\n    return response.choices[0].message.content",
-    "start_line": 148,
-    "end_line": 212,
-    "has_docstring": true,
-    "docstring": "Call LLM with the given prompt.\n\nSupports openai-compatible, anthropic, and bedrock providers.\nFor bedrock/anthropic, uses litellm to translate the API call.\n\nArgs:\n    prompt: The prompt to send\n    config: Configuration containing LLM settings\n    model: Model name (defaults to config.main_model)\n    temperature: Temperature setting\n\nReturns:\n    LLM response text",
-    "parameters": [
-      "prompt",
-      "config",
-      "model",
-      "temperature"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function call_llm",
-    "component_id": "codewiki\\src\\be\\llm_services.py::call_llm",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error": {
-    "id": "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
-    "name": "_is_unsupported_token_param_error",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [],
-    "source_code": "def _is_unsupported_token_param_error(err: BadRequestError, param: str) -> bool:\n    \"\"\"Return True if *err* is the OpenAI \"unsupported_parameter\" error for *param*.\"\"\"\n    body = getattr(err, \"body\", None) or {}\n    if isinstance(body, dict):\n        error = body.get(\"error\") or {}\n        if isinstance(error, dict):\n            if error.get(\"param\") == param and error.get(\"code\") == \"unsupported_parameter\":\n                return True\n    # Fallback: message-based sniff for proxies that don't preserve structure\n    msg = str(err).lower()\n    return \"unsupported parameter\" in msg and param in msg",
-    "start_line": 215,
-    "end_line": 225,
-    "has_docstring": true,
-    "docstring": "Return True if *err* is the OpenAI \"unsupported_parameter\" error for *param*.",
-    "parameters": [
-      "err",
-      "param"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _is_unsupported_token_param_error",
-    "component_id": "codewiki\\src\\be\\llm_services.py::_is_unsupported_token_param_error",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm": {
-    "id": "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
-    "name": "_call_llm_via_litellm",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [
-      "codewiki\\src\\be\\llm_services.py::_get_litellm_model_name"
-    ],
-    "source_code": "def _call_llm_via_litellm(\n    prompt: str,\n    config: Config,\n    model: str,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM via litellm for Bedrock/Anthropic providers.\n\n    litellm handles the provider-specific API translation automatically.\n    \"\"\"\n    import litellm\n    import os\n\n    litellm_model = _get_litellm_model_name(model, config.provider)\n\n    if config.provider == \"bedrock\":\n        os.environ.setdefault(\"AWS_DEFAULT_REGION\", config.aws_region)\n        os.environ.setdefault(\"AWS_REGION_NAME\", config.aws_region)\n        logger.debug(\"Calling Bedrock model %s in region %s\", litellm_model, config.aws_region)\n    elif config.provider == \"anthropic\":\n        logger.debug(\"Calling Anthropic model %s via litellm\", litellm_model)\n\n    response = litellm.completion(\n        model=litellm_model,\n        messages=[{\"role\": \"user\", \"content\": prompt}],\n        temperature=temperature,\n        max_tokens=config.max_tokens,\n        api_key=config.llm_api_key if config.provider != \"bedrock\" else None,\n    )\n    return response.choices[0].message.content",
-    "start_line": 228,
-    "end_line": 258,
-    "has_docstring": true,
-    "docstring": "Call LLM via litellm for Bedrock/Anthropic providers.\n\nlitellm handles the provider-specific API translation automatically.",
-    "parameters": [
-      "prompt",
-      "config",
-      "model",
-      "temperature"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _call_llm_via_litellm",
-    "component_id": "codewiki\\src\\be\\llm_services.py::_call_llm_via_litellm",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure": {
-    "id": "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
-    "name": "_call_llm_via_azure",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\llm_services.py",
-    "relative_path": "codewiki\\src\\be\\llm_services.py",
-    "depends_on": [],
-    "source_code": "def _call_llm_via_azure(\n    prompt: str,\n    config: Config,\n    model: str,\n    temperature: float = 0.0\n) -> str:\n    \"\"\"\n    Call LLM via Azure OpenAI.\n\n    Uses the AzureOpenAI client from the openai package with\n    azure_endpoint, api_version, and deployment name.\n    \"\"\"\n    from openai import AzureOpenAI\n\n    client = AzureOpenAI(\n        api_key=config.llm_api_key,\n        api_version=config.api_version,\n        azure_endpoint=config.llm_base_url,\n    )\n\n    deployment = config.azure_deployment or model\n    logger.debug(\"Calling Azure OpenAI deployment %s (api_version=%s)\", deployment, config.api_version)\n\n    response = client.chat.completions.create(\n        model=deployment,\n        messages=[{\"role\": \"user\", \"content\": prompt}],\n        temperature=temperature,\n        max_tokens=config.max_tokens,\n    )\n    return response.choices[0].message.content",
-    "start_line": 261,
-    "end_line": 290,
-    "has_docstring": true,
-    "docstring": "Call LLM via Azure OpenAI.\n\nUses the AzureOpenAI client from the openai package with\nazure_endpoint, api_version, and deployment name.",
-    "parameters": [
-      "prompt",
-      "config",
-      "model",
-      "temperature"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _call_llm_via_azure",
-    "component_id": "codewiki\\src\\be\\llm_services.py::_call_llm_via_azure",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\main.py::parse_arguments": {
-    "id": "codewiki\\src\\be\\main.py::parse_arguments",
-    "name": "parse_arguments",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\main.py",
-    "relative_path": "codewiki\\src\\be\\main.py",
-    "depends_on": [],
-    "source_code": "def parse_arguments() -> argparse.Namespace:\n    \"\"\"Parse command line arguments.\"\"\"\n    parser = argparse.ArgumentParser(\n        description='Generate comprehensive documentation for Python components in dependency order.'\n    )\n    parser.add_argument(\n        '--repo-path',\n        type=str,\n        required=True,\n        help='Path to the repository'\n    )\n    \n    return parser.parse_args()",
-    "start_line": 31,
-    "end_line": 43,
-    "has_docstring": true,
-    "docstring": "Parse command line arguments.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function parse_arguments",
-    "component_id": "codewiki\\src\\be\\main.py::parse_arguments",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\main.py::main": {
-    "id": "codewiki\\src\\be\\main.py::main",
-    "name": "main",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\main.py",
-    "relative_path": "codewiki\\src\\be\\main.py",
-    "depends_on": [
-      "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
-      "codewiki\\src\\be\\main.py::parse_arguments"
-    ],
-    "source_code": "async def main() -> None:\n    \"\"\"Main entry point for the documentation generation process.\"\"\"\n    try:\n        # Parse arguments and create configuration\n        args = parse_arguments()\n        config = Config.from_args(args)\n        \n        # Create and run documentation generator\n        doc_generator = DocumentationGenerator(config)\n        await doc_generator.run()\n        \n    except KeyboardInterrupt:\n        logger.debug(\"Documentation generation interrupted by user\")\n    except Exception as e:\n        logger.error(f\"Unexpected error: {str(e)}\")\n        logger.error(f\"Traceback: {traceback.format_exc()}\")\n        raise",
-    "start_line": 46,
-    "end_line": 62,
-    "has_docstring": true,
-    "docstring": "Main entry point for the documentation generation process.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function main",
-    "component_id": "codewiki\\src\\be\\main.py::main",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\prompt_template.py::format_user_prompt": {
-    "id": "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
-    "name": "format_user_prompt",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
-    "relative_path": "codewiki\\src\\be\\prompt_template.py",
-    "depends_on": [],
-    "source_code": "def format_user_prompt(module_name: str, core_component_ids: list[str], components: Dict[str, Any], module_tree: dict[str, any]) -> str:\n    \"\"\"\n    Format the user prompt with module name and organized core component codes.\n    \n    Args:\n        module_name: Name of the module to document\n        core_component_ids: List of component IDs to include\n        components: Dictionary mapping component IDs to CodeComponent objects\n    \n    Returns:\n        Formatted user prompt string\n    \"\"\"\n\n    # format module tree\n    lines = []\n    \n    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n\n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)\n\n    _format_module_tree(module_tree, 0)\n    formatted_module_tree = \"\\n\".join(lines)\n\n    # print(f\"Formatted module tree:\\n{formatted_module_tree}\")\n\n    # Group core component IDs by their file path\n    grouped_components: dict[str, list[str]] = {}\n    for component_id in core_component_ids:\n        if component_id not in components:\n            continue\n        component = components[component_id]\n        path = component.relative_path\n        if path not in grouped_components:\n            grouped_components[path] = []\n        grouped_components[path].append(component_id)\n\n    core_component_codes = \"\"\n    for path, component_ids_in_file in grouped_components.items():\n        core_component_codes += f\"# File: {path}\\n\\n\"\n        core_component_codes += f\"## Core Components in this file:\\n\"\n        \n        for component_id in component_ids_in_file:\n            core_component_codes += f\"- {component_id}\\n\"\n        \n        core_component_codes += f\"\\n## File Content:\\n```{EXTENSION_TO_LANGUAGE['.'+path.split('.')[-1]]}\\n\"\n        \n        # Read content of the file using the first component's file path\n        try:\n            core_component_codes += file_manager.load_text(components[component_ids_in_file[0]].file_path)\n        except (FileNotFoundError, IOError) as e:\n            core_component_codes += f\"# Error reading file: {e}\\n\"\n        \n        core_component_codes += \"```\\n\\n\"\n        \n    return USER_PROMPT.format(module_name=module_name, formatted_core_component_codes=core_component_codes, module_tree=formatted_module_tree)",
-    "start_line": 251,
-    "end_line": 327,
-    "has_docstring": true,
-    "docstring": "Format the user prompt with module name and organized core component codes.\n\nArgs:\n    module_name: Name of the module to document\n    core_component_ids: List of component IDs to include\n    components: Dictionary mapping component IDs to CodeComponent objects\n\nReturns:\n    Formatted user prompt string",
-    "parameters": [
-      "module_name",
-      "core_component_ids",
-      "components",
-      "module_tree"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function format_user_prompt",
-    "component_id": "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\prompt_template.py::_format_module_tree": {
-    "id": "codewiki\\src\\be\\prompt_template.py::_format_module_tree",
-    "name": "_format_module_tree",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
-    "relative_path": "codewiki\\src\\be\\prompt_template.py",
-    "depends_on": [
-      "codewiki\\src\\be\\prompt_template.py::_format_module_tree"
-    ],
-    "source_code": "    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n            \n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if (\"children\" in value) and isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)",
-    "start_line": 341,
-    "end_line": 365,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "module_tree",
-      "indent"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _format_module_tree",
-    "component_id": "codewiki\\src\\be\\prompt_template.py::_format_module_tree",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt": {
-    "id": "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
-    "name": "format_cluster_prompt",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
-    "relative_path": "codewiki\\src\\be\\prompt_template.py",
-    "depends_on": [],
-    "source_code": "def format_cluster_prompt(potential_core_components: str, module_tree: dict[str, any] = {}, module_name: str = None) -> str:\n    \"\"\"\n    Format the cluster prompt with potential core components and module tree.\n    \"\"\"\n\n    # format module tree\n    lines = []\n\n    # print(f\"Module tree:\\n{json.dumps(module_tree, indent=2)}\")\n    \n    def _format_module_tree(module_tree: dict[str, any], indent: int = 0):\n        for key, value in module_tree.items():\n            if key == module_name:\n                lines.append(f\"{'  ' * indent}{key} (current module)\")\n            else:\n                lines.append(f\"{'  ' * indent}{key}\")\n            \n            # Group components by file\n            from collections import defaultdict\n            by_file = defaultdict(list)\n            for c in value['components']:\n                if \"::\" in c:\n                    fpath, name = c.split(\"::\", 1)\n                    by_file[fpath].append(name)\n                else:\n                    by_file[\"\"].append(c)\n            for fpath, names in by_file.items():\n                if fpath:\n                    lines.append(f\"{'  ' * (indent + 1)} {fpath}: {', '.join(names)}\")\n                else:\n                    lines.append(f\"{'  ' * (indent + 1)} {', '.join(names)}\")\n\n            if (\"children\" in value) and isinstance(value[\"children\"], dict) and len(value[\"children\"]) > 0:\n                lines.append(f\"{'  ' * (indent + 1)} Children:\")\n                _format_module_tree(value[\"children\"], indent + 2)\n    \n    _format_module_tree(module_tree, 0)\n    formatted_module_tree = \"\\n\".join(lines)\n\n\n    if module_tree == {}:\n        return CLUSTER_REPO_PROMPT.format(potential_core_components=potential_core_components)\n    else:\n        return CLUSTER_MODULE_PROMPT.format(potential_core_components=potential_core_components, module_tree=formatted_module_tree, module_name=module_name)",
-    "start_line": 331,
-    "end_line": 374,
-    "has_docstring": true,
-    "docstring": "Format the cluster prompt with potential core components and module tree.",
-    "parameters": [
-      "potential_core_components",
-      "module_tree",
-      "module_name"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function format_cluster_prompt",
-    "component_id": "codewiki\\src\\be\\prompt_template.py::format_cluster_prompt",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\prompt_template.py::format_system_prompt": {
-    "id": "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
-    "name": "format_system_prompt",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
-    "relative_path": "codewiki\\src\\be\\prompt_template.py",
-    "depends_on": [],
-    "source_code": "def format_system_prompt(module_name: str, custom_instructions: str = None) -> str:\n    \"\"\"\n    Format the system prompt with module name and optional custom instructions.\n    \n    Args:\n        module_name: Name of the module to document\n        custom_instructions: Optional custom instructions to append\n        \n    Returns:\n        Formatted system prompt string\n    \"\"\"\n    custom_section = \"\"\n    if custom_instructions:\n        custom_section = f\"\\n\\n<CUSTOM_INSTRUCTIONS>\\n{custom_instructions}\\n</CUSTOM_INSTRUCTIONS>\"\n    \n    return SYSTEM_PROMPT.format(module_name=module_name, custom_instructions=custom_section).strip()",
-    "start_line": 377,
-    "end_line": 392,
-    "has_docstring": true,
-    "docstring": "Format the system prompt with module name and optional custom instructions.\n\nArgs:\n    module_name: Name of the module to document\n    custom_instructions: Optional custom instructions to append\n    \nReturns:\n    Formatted system prompt string",
-    "parameters": [
-      "module_name",
-      "custom_instructions"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function format_system_prompt",
-    "component_id": "codewiki\\src\\be\\prompt_template.py::format_system_prompt",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt": {
-    "id": "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
-    "name": "format_leaf_system_prompt",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\prompt_template.py",
-    "relative_path": "codewiki\\src\\be\\prompt_template.py",
-    "depends_on": [],
-    "source_code": "def format_leaf_system_prompt(module_name: str, custom_instructions: str = None) -> str:\n    \"\"\"\n    Format the leaf system prompt with module name and optional custom instructions.\n    \n    Args:\n        module_name: Name of the module to document\n        custom_instructions: Optional custom instructions to append\n        \n    Returns:\n        Formatted leaf system prompt string\n    \"\"\"\n    custom_section = \"\"\n    if custom_instructions:\n        custom_section = f\"\\n\\n<CUSTOM_INSTRUCTIONS>\\n{custom_instructions}\\n</CUSTOM_INSTRUCTIONS>\"\n    \n    return LEAF_SYSTEM_PROMPT.format(module_name=module_name, custom_instructions=custom_section).strip()",
-    "start_line": 395,
-    "end_line": 410,
-    "has_docstring": true,
-    "docstring": "Format the leaf system prompt with module name and optional custom instructions.\n\nArgs:\n    module_name: Name of the module to document\n    custom_instructions: Optional custom instructions to append\n    \nReturns:\n    Formatted leaf system prompt string",
-    "parameters": [
-      "module_name",
-      "custom_instructions"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function format_leaf_system_prompt",
-    "component_id": "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend": {
-    "id": "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
-    "name": "PydanticAIBackend",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\pydantic_ai_backend.py",
-    "relative_path": "codewiki\\src\\be\\pydantic_ai_backend.py",
-    "depends_on": [
-      "codewiki\\src\\be\\prompt_template.py::format_leaf_system_prompt",
-      "codewiki\\cli\\utils\\errors.py::info",
-      "codewiki\\src\\be\\agent_tools\\deps.py::CodeWikiDeps",
-      "codewiki\\src\\be\\llm_services.py::call_llm",
-      "codewiki\\src\\be\\utils.py::is_complex_module",
-      "codewiki\\src\\be\\llm_services.py::create_fallback_models",
-      "codewiki\\src\\be\\prompt_template.py::format_user_prompt",
-      "codewiki\\src\\be\\prompt_template.py::format_system_prompt"
-    ],
-    "source_code": "class PydanticAIBackend(LLMBackend):\n    \"\"\"API-key based backend using pydantic-ai + openai/litellm clients.\"\"\"\n\n    def __init__(self, config: Config) -> None:\n        self._config = config\n        self._fallback_models = create_fallback_models(config)\n        self._custom_instructions = config.get_prompt_addition()\n\n    def complete(\n        self,\n        prompt: str,\n        *,\n        model: str | None = None,\n        temperature: float = 0.0,\n    ) -> str:\n        return call_llm(prompt, self._config, model=model, temperature=temperature)\n\n    async def run_module_agent(\n        self,\n        module_name: str,\n        components: Dict[str, Node],\n        core_component_ids: List[str],\n        module_path: List[str],\n        working_dir: str,\n    ) -> Dict[str, Any]:\n        config = self._config\n        module_tree_path = os.path.join(working_dir, MODULE_TREE_FILENAME)\n        module_tree = file_manager.load_json(module_tree_path)\n\n        overview_docs_path = os.path.join(working_dir, OVERVIEW_FILENAME)\n        if os.path.exists(overview_docs_path):\n            logger.info(\"✓ Overview docs already exists at %s\", overview_docs_path)\n            return module_tree\n        docs_path = os.path.join(working_dir, f\"{module_name}.md\")\n        if os.path.exists(docs_path):\n            logger.info(\"✓ Module docs already exists at %s\", docs_path)\n            return module_tree\n\n        if is_complex_module(components, core_component_ids):\n            agent = Agent(\n                self._fallback_models,\n                name=module_name,\n                deps_type=CodeWikiDeps,\n                tools=[\n                    read_code_components_tool,\n                    str_replace_editor_tool,\n                    generate_sub_module_documentation_tool,\n                ],\n                system_prompt=format_system_prompt(module_name, self._custom_instructions),\n            )\n        else:\n            agent = Agent(\n                self._fallback_models,\n                name=module_name,\n                deps_type=CodeWikiDeps,\n                tools=[read_code_components_tool, str_replace_editor_tool],\n                system_prompt=format_leaf_system_prompt(module_name, self._custom_instructions),\n            )\n\n        deps = CodeWikiDeps(\n            absolute_docs_path=working_dir,\n            absolute_repo_path=str(os.path.abspath(config.repo_path)),\n            registry={},\n            components=components,\n            path_to_current_module=module_path,\n            current_module_name=module_name,\n            module_tree=module_tree,\n            max_depth=config.max_depth,\n            current_depth=1,\n            config=config,\n            custom_instructions=self._custom_instructions,\n        )\n\n        try:\n            await agent.run(\n                format_user_prompt(\n                    module_name=module_name,\n                    core_component_ids=core_component_ids,\n                    components=components,\n                    module_tree=deps.module_tree,\n                ),\n                deps=deps,\n            )\n            file_manager.save_json(deps.module_tree, module_tree_path)\n            return deps.module_tree\n        except Exception as e:\n            logger.error(\"Error processing module %s: %s\", module_name, e)\n            logger.error(\"Traceback: %s\", traceback.format_exc())\n            raise",
-    "start_line": 39,
-    "end_line": 127,
-    "has_docstring": true,
-    "docstring": "API-key based backend using pydantic-ai + openai/litellm clients.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "LLMBackend"
-    ],
-    "class_name": null,
-    "display_name": "class PydanticAIBackend",
-    "component_id": "codewiki\\src\\be\\pydantic_ai_backend.py::PydanticAIBackend",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\utils.py::set_main_loop": {
-    "id": "codewiki\\src\\be\\utils.py::set_main_loop",
-    "name": "set_main_loop",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
-    "relative_path": "codewiki\\src\\be\\utils.py",
-    "depends_on": [],
-    "source_code": "def set_main_loop(loop: asyncio.AbstractEventLoop) -> None:\n    global _main_loop, _main_loop_thread_ident\n    _main_loop = loop\n    _main_loop_thread_ident = threading.get_ident()",
-    "start_line": 27,
-    "end_line": 30,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "loop"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function set_main_loop",
-    "component_id": "codewiki\\src\\be\\utils.py::set_main_loop",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\utils.py::is_complex_module": {
-    "id": "codewiki\\src\\be\\utils.py::is_complex_module",
-    "name": "is_complex_module",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
-    "relative_path": "codewiki\\src\\be\\utils.py",
-    "depends_on": [],
-    "source_code": "def is_complex_module(components: dict[str, any], core_component_ids: list[str]) -> bool:\n    files = set()\n    for component_id in core_component_ids:\n        if component_id in components:\n            files.add(components[component_id].file_path)\n\n    result = len(files) > 1\n\n    return result",
-    "start_line": 36,
-    "end_line": 44,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "components",
-      "core_component_ids"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_complex_module",
-    "component_id": "codewiki\\src\\be\\utils.py::is_complex_module",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\utils.py::count_tokens": {
-    "id": "codewiki\\src\\be\\utils.py::count_tokens",
-    "name": "count_tokens",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
-    "relative_path": "codewiki\\src\\be\\utils.py",
-    "depends_on": [],
-    "source_code": "def count_tokens(text: str) -> int:\n    \"\"\"\n    Count the number of tokens in a text.\n    \"\"\"\n    length = len(enc.encode(text))\n    # logger.debug(f\"Number of tokens: {length}\")\n    return length",
-    "start_line": 53,
-    "end_line": 59,
-    "has_docstring": true,
-    "docstring": "Count the number of tokens in a text.",
-    "parameters": [
-      "text"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function count_tokens",
-    "component_id": "codewiki\\src\\be\\utils.py::count_tokens",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams": {
-    "id": "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
-    "name": "validate_mermaid_diagrams",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
-    "relative_path": "codewiki\\src\\be\\utils.py",
-    "depends_on": [
-      "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
-      "codewiki\\src\\be\\utils.py::validate_single_diagram"
-    ],
-    "source_code": "async def validate_mermaid_diagrams(md_file_path: str, relative_path: str) -> str:\n    \"\"\"\n    Validate all Mermaid diagrams in a markdown file.\n    \n    Args:\n        md_file_path: Path to the markdown file to check\n        relative_path: Relative path to the markdown file\n    Returns:\n        \"All mermaid diagrams are syntax correct\" if all diagrams are valid,\n        otherwise returns error message with details about invalid diagrams\n    \"\"\"\n\n    try:\n        # Read the markdown file\n        file_path = Path(md_file_path)\n        if not file_path.exists():\n            return f\"Error: File '{md_file_path}' does not exist\"\n        \n        content = file_path.read_text(encoding='utf-8')\n        \n        # Extract all mermaid code blocks\n        mermaid_blocks = extract_mermaid_blocks(content)\n        \n        if not mermaid_blocks:\n            return \"No mermaid diagrams found in the file\"\n        \n        # Validate each mermaid diagram sequentially to avoid segfaults\n        errors = []\n        for i, (line_start, diagram_content) in enumerate(mermaid_blocks, 1):\n            error_msg = await validate_single_diagram(diagram_content, i, line_start)\n            if error_msg:\n                errors.append(\"\\n\")\n                errors.append(error_msg)\n        \n        # if errors:\n        #     logger.debug(f\"Mermaid syntax errors found in file: {md_file_path}: {errors}\")\n        \n        if errors:\n            return \"Mermaid syntax errors found in file: \" + relative_path + \"\\n\" + \"\\n\".join(errors)\n        else:\n            return \"All mermaid diagrams in file: \" + relative_path + \" are syntax correct\"\n            \n    except Exception as e:\n        return f\"Error processing file: {str(e)}\"",
-    "start_line": 66,
-    "end_line": 109,
-    "has_docstring": true,
-    "docstring": "Validate all Mermaid diagrams in a markdown file.\n\nArgs:\n    md_file_path: Path to the markdown file to check\n    relative_path: Relative path to the markdown file\nReturns:\n    \"All mermaid diagrams are syntax correct\" if all diagrams are valid,\n    otherwise returns error message with details about invalid diagrams",
-    "parameters": [
-      "md_file_path",
-      "relative_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function validate_mermaid_diagrams",
-    "component_id": "codewiki\\src\\be\\utils.py::validate_mermaid_diagrams",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\utils.py::extract_mermaid_blocks": {
-    "id": "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
-    "name": "extract_mermaid_blocks",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
-    "relative_path": "codewiki\\src\\be\\utils.py",
-    "depends_on": [],
-    "source_code": "def extract_mermaid_blocks(content: str) -> List[Tuple[int, str]]:\n    \"\"\"\n    Extract all mermaid code blocks from markdown content.\n    \n    Returns:\n        List of tuples containing (line_number, diagram_content)\n    \"\"\"\n    mermaid_blocks = []\n    lines = content.split('\\n')\n    i = 0\n    \n    while i < len(lines):\n        line = lines[i].strip()\n        \n        # Look for mermaid code block start\n        if line == '```mermaid' or line.startswith('```mermaid'):\n            start_line = i + 1\n            diagram_lines = []\n            i += 1\n            \n            # Collect lines until we find the closing ```\n            while i < len(lines):\n                if lines[i].strip() == '```':\n                    break\n                diagram_lines.append(lines[i])\n                i += 1\n            \n            if diagram_lines:  # Only add non-empty diagrams\n                diagram_content = '\\n'.join(diagram_lines)\n                mermaid_blocks.append((start_line, diagram_content))\n        \n        i += 1\n    \n    return mermaid_blocks",
-    "start_line": 112,
-    "end_line": 145,
-    "has_docstring": true,
-    "docstring": "Extract all mermaid code blocks from markdown content.\n\nReturns:\n    List of tuples containing (line_number, diagram_content)",
-    "parameters": [
-      "content"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function extract_mermaid_blocks",
-    "component_id": "codewiki\\src\\be\\utils.py::extract_mermaid_blocks",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse": {
-    "id": "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse",
-    "name": "_try_pythonmonkey_parse",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
-    "relative_path": "codewiki\\src\\be\\utils.py",
-    "depends_on": [],
-    "source_code": "async def _try_pythonmonkey_parse(diagram_content: str) -> str | None:\n    \"\"\"Attempt to parse via PythonMonkey/mermaid-parser-py.\n\n    Returns the extracted parse-error message, \"\" on success, or None when\n    PythonMonkey itself is unusable (broken JS event loop binding on\n    Python 3.13+) so the caller can fall back to mermaid-py.\n    \"\"\"\n    global _PYTHONMONKEY_BROKEN\n    if _PYTHONMONKEY_BROKEN:\n        return None\n\n    import os\n\n    try:\n        from mermaid_parser.parser import parse_mermaid_py\n    except Exception:\n        _PYTHONMONKEY_BROKEN = True\n        return None\n\n    old_stderr = sys.stderr\n    sys.stderr = open(os.devnull, 'w')\n    try:\n        if (\n            _main_loop is not None\n            and _main_loop.is_running()\n            and threading.get_ident() != _main_loop_thread_ident\n        ):\n            fut = asyncio.run_coroutine_threadsafe(\n                parse_mermaid_py(diagram_content), _main_loop\n            )\n            await asyncio.wrap_future(fut)\n        else:\n            await parse_mermaid_py(diagram_content)\n        return \"\"\n    except Exception as e:\n        error_str = str(e)\n        # PythonMonkey 1.3.1 only supports Python 3.8-3.11; on newer Pythons\n        # every JS call raises this. Latch the failure once so subsequent\n        # diagrams skip the broken path and go straight to mermaid-py.\n        if \"cannot find a running Python event-loop\" in error_str:\n            _PYTHONMONKEY_BROKEN = True\n            return None\n        match = re.search(r\"Error:(.*?)(?=Stack Trace:|$)\", error_str, re.DOTALL)\n        if match:\n            return match.group(0).strip()\n        # Unknown error from the JS parser — fall back rather than surface it.\n        return None\n    finally:\n        sys.stderr.close()\n        sys.stderr = old_stderr",
-    "start_line": 161,
-    "end_line": 210,
-    "has_docstring": true,
-    "docstring": "Attempt to parse via PythonMonkey/mermaid-parser-py.\n\nReturns the extracted parse-error message, \"\" on success, or None when\nPythonMonkey itself is unusable (broken JS event loop binding on\nPython 3.13+) so the caller can fall back to mermaid-py.",
-    "parameters": [
-      "diagram_content"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _try_pythonmonkey_parse",
-    "component_id": "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py": {
-    "id": "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py",
-    "name": "_parse_via_mermaid_py",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
-    "relative_path": "codewiki\\src\\be\\utils.py",
-    "depends_on": [],
-    "source_code": "def _parse_via_mermaid_py(diagram_content: str) -> str:\n    \"\"\"Validate via mermaid-py. Returns parse-error text, or \"\" if valid.\n\n    mermaid-py raises MermaidError on parse failure and returns an SVG body\n    on success — we must drive the result off the exception, not the body\n    text, otherwise a successful SVG gets reported as a parse error.\n    \"\"\"\n    import mermaid as md\n    try:\n        md.Mermaid(diagram_content)\n        return \"\"\n    except Exception as e:\n        return str(e)",
-    "start_line": 213,
-    "end_line": 225,
-    "has_docstring": true,
-    "docstring": "Validate via mermaid-py. Returns parse-error text, or \"\" if valid.\n\nmermaid-py raises MermaidError on parse failure and returns an SVG body\non success — we must drive the result off the exception, not the body\ntext, otherwise a successful SVG gets reported as a parse error.",
-    "parameters": [
-      "diagram_content"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function _parse_via_mermaid_py",
-    "component_id": "codewiki\\src\\be\\utils.py::_parse_via_mermaid_py",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\be\\utils.py::validate_single_diagram": {
-    "id": "codewiki\\src\\be\\utils.py::validate_single_diagram",
-    "name": "validate_single_diagram",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\be\\utils.py",
-    "relative_path": "codewiki\\src\\be\\utils.py",
-    "depends_on": [
-      "codewiki\\src\\be\\utils.py::_try_pythonmonkey_parse"
-    ],
-    "source_code": "async def validate_single_diagram(diagram_content: str, diagram_num: int, line_start: int) -> str:\n    \"\"\"\n    Validate a single mermaid diagram.\n\n    Args:\n        diagram_content: The mermaid diagram content\n        diagram_num: Diagram number for error reporting\n        line_start: Starting line number in the file\n\n    Returns:\n        Error message if invalid, empty string if valid\n    \"\"\"\n    core_error = await _try_pythonmonkey_parse(diagram_content)\n    if core_error is None:\n        if _MERMAID_PY_BROKEN:\n            return f\"  Diagram {diagram_num}: validation skipped (set MERMAID_VALIDATE=1 to enable)\"\n        try:\n            core_error = await asyncio.wait_for(\n                asyncio.to_thread(_parse_via_mermaid_py, diagram_content),\n                timeout=15.0,\n            )\n        except asyncio.TimeoutError:\n            return f\"  Diagram {diagram_num}: validation timed out (15s) — diagram may be invalid\"\n        except Exception as e:\n            return f\"  Diagram {diagram_num}: Exception during validation - {str(e)}\"\n\n    if not core_error:\n        return \"\"\n\n    line_match = re.search(r'line (\\d+)', core_error)\n    if line_match:\n        error_line_in_diagram = int(line_match.group(1))\n        actual_line_in_file = line_start + error_line_in_diagram\n        newline = '\\n'\n        return f\"Diagram {diagram_num}: Parse error on line {actual_line_in_file}:{newline}{newline.join(core_error.split(newline)[1:])}\"\n    return f\"Diagram {diagram_num}: {core_error}\"",
-    "start_line": 228,
-    "end_line": 263,
-    "has_docstring": true,
-    "docstring": "Validate a single mermaid diagram.\n\nArgs:\n    diagram_content: The mermaid diagram content\n    diagram_num: Diagram number for error reporting\n    line_start: Starting line number in the file\n\nReturns:\n    Error message if invalid, empty string if valid",
-    "parameters": [
-      "diagram_content",
-      "diagram_num",
-      "line_start"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function validate_single_diagram",
-    "component_id": "codewiki\\src\\be\\utils.py::validate_single_diagram",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\config.py::set_cli_context": {
-    "id": "codewiki\\src\\config.py::set_cli_context",
-    "name": "set_cli_context",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\config.py",
-    "relative_path": "codewiki\\src\\config.py",
-    "depends_on": [],
-    "source_code": "def set_cli_context(enabled: bool = True):\n    \"\"\"Set whether we're running in CLI context (vs web app).\"\"\"\n    global _CLI_CONTEXT\n    _CLI_CONTEXT = enabled",
-    "start_line": 28,
-    "end_line": 31,
-    "has_docstring": true,
-    "docstring": "Set whether we're running in CLI context (vs web app).",
-    "parameters": [
-      "enabled"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function set_cli_context",
-    "component_id": "codewiki\\src\\config.py::set_cli_context",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\config.py::is_cli_context": {
-    "id": "codewiki\\src\\config.py::is_cli_context",
-    "name": "is_cli_context",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\config.py",
-    "relative_path": "codewiki\\src\\config.py",
-    "depends_on": [],
-    "source_code": "def is_cli_context() -> bool:\n    \"\"\"Check if running in CLI context.\"\"\"\n    return _CLI_CONTEXT",
-    "start_line": 33,
-    "end_line": 35,
-    "has_docstring": true,
-    "docstring": "Check if running in CLI context.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function is_cli_context",
-    "component_id": "codewiki\\src\\config.py::is_cli_context",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\config.py::Config": {
-    "id": "codewiki\\src\\config.py::Config",
-    "name": "Config",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\config.py",
-    "relative_path": "codewiki\\src\\config.py",
-    "depends_on": [],
-    "source_code": "class Config:\n    \"\"\"Configuration class for CodeWiki.\"\"\"\n    repo_path: str\n    output_dir: str\n    dependency_graph_dir: str\n    docs_dir: str\n    max_depth: int\n    # LLM configuration\n    llm_base_url: str\n    llm_api_key: str\n    main_model: str\n    cluster_model: str\n    fallback_model: str = FALLBACK_MODEL_1\n    # Provider configuration\n    provider: str = \"openai-compatible\"  # openai-compatible, anthropic, bedrock, azure-openai\n    aws_region: str = \"us-east-1\"\n    api_version: str = \"2024-12-01-preview\"  # Azure OpenAI API version\n    azure_deployment: str = \"\"  # Azure OpenAI deployment name\n    # Max token settings\n    max_tokens: int = DEFAULT_MAX_TOKENS\n    max_token_per_module: int = DEFAULT_MAX_TOKEN_PER_MODULE\n    max_token_per_leaf_module: int = DEFAULT_MAX_TOKEN_PER_LEAF_MODULE\n    # Agent instructions for customization\n    agent_instructions: Optional[Dict[str, Any]] = None\n    \n    @property\n    def include_patterns(self) -> Optional[List[str]]:\n        \"\"\"Get file include patterns from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('include_patterns')\n        return None\n    \n    @property\n    def exclude_patterns(self) -> Optional[List[str]]:\n        \"\"\"Get file exclude patterns from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('exclude_patterns')\n        return None\n    \n    @property\n    def focus_modules(self) -> Optional[List[str]]:\n        \"\"\"Get focus modules from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('focus_modules')\n        return None\n    \n    @property\n    def doc_type(self) -> Optional[str]:\n        \"\"\"Get documentation type from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('doc_type')\n        return None\n    \n    @property\n    def custom_instructions(self) -> Optional[str]:\n        \"\"\"Get custom instructions from agent instructions.\"\"\"\n        if self.agent_instructions:\n            return self.agent_instructions.get('custom_instructions')\n        return None\n    \n    def get_prompt_addition(self) -> str:\n        \"\"\"Generate prompt additions based on agent instructions.\"\"\"\n        if not self.agent_instructions:\n            return \"\"\n        \n        additions = []\n        \n        if self.doc_type:\n            doc_type_instructions = {\n                'api': \"Focus on API documentation: endpoints, parameters, return types, and usage examples.\",\n                'architecture': \"Focus on architecture documentation: system design, component relationships, and data flow.\",\n                'user-guide': \"Focus on user guide documentation: how to use features, step-by-step tutorials.\",\n                'developer': \"Focus on developer documentation: code structure, contribution guidelines, and implementation details.\",\n            }\n            if self.doc_type.lower() in doc_type_instructions:\n                additions.append(doc_type_instructions[self.doc_type.lower()])\n            else:\n                additions.append(f\"Focus on generating {self.doc_type} documentation.\")\n        \n        if self.focus_modules:\n            additions.append(f\"Pay special attention to and provide more detailed documentation for these modules: {', '.join(self.focus_modules)}\")\n        \n        if self.custom_instructions:\n            additions.append(f\"Additional instructions: {self.custom_instructions}\")\n        \n        return \"\\n\".join(additions) if additions else \"\"\n    \n    @classmethod\n    def from_args(cls, args: argparse.Namespace) -> 'Config':\n        \"\"\"Create configuration from parsed arguments.\"\"\"\n        repo_name = os.path.basename(os.path.normpath(args.repo_path))\n        sanitized_repo_name = ''.join(c if c.isalnum() else '_' for c in repo_name)\n        \n        return cls(\n            repo_path=args.repo_path,\n            output_dir=OUTPUT_BASE_DIR,\n            dependency_graph_dir=os.path.join(OUTPUT_BASE_DIR, DEPENDENCY_GRAPHS_DIR),\n            docs_dir=os.path.join(OUTPUT_BASE_DIR, DOCS_DIR, f\"{sanitized_repo_name}-docs\"),\n            max_depth=MAX_DEPTH,\n            llm_base_url=LLM_BASE_URL,\n            llm_api_key=LLM_API_KEY,\n            main_model=MAIN_MODEL,\n            cluster_model=CLUSTER_MODEL,\n            fallback_model=FALLBACK_MODEL_1\n        )\n    \n    @classmethod\n    def from_cli(\n        cls,\n        repo_path: str,\n        output_dir: str,\n        llm_base_url: str,\n        llm_api_key: str,\n        main_model: str,\n        cluster_model: str,\n        fallback_model: str = FALLBACK_MODEL_1,\n        provider: str = \"openai-compatible\",\n        aws_region: str = \"us-east-1\",\n        api_version: str = \"2024-12-01-preview\",\n        azure_deployment: str = \"\",\n        max_tokens: int = DEFAULT_MAX_TOKENS,\n        max_token_per_module: int = DEFAULT_MAX_TOKEN_PER_MODULE,\n        max_token_per_leaf_module: int = DEFAULT_MAX_TOKEN_PER_LEAF_MODULE,\n        max_depth: int = MAX_DEPTH,\n        agent_instructions: Optional[Dict[str, Any]] = None\n    ) -> 'Config':\n        \"\"\"\n        Create configuration for CLI context.\n\n        Args:\n            repo_path: Repository path\n            output_dir: Output directory for generated docs\n            llm_base_url: LLM API base URL\n            llm_api_key: LLM API key\n            main_model: Primary model\n            cluster_model: Clustering model\n            fallback_model: Fallback model\n            provider: LLM provider type (openai-compatible, anthropic, bedrock, azure-openai)\n            aws_region: AWS region for Bedrock provider\n            api_version: Azure OpenAI API version\n            azure_deployment: Azure OpenAI deployment name\n            max_tokens: Maximum tokens for LLM response\n            max_token_per_module: Maximum tokens per module for clustering\n            max_token_per_leaf_module: Maximum tokens per leaf module\n            max_depth: Maximum depth for hierarchical decomposition\n            agent_instructions: Custom agent instructions dict\n\n        Returns:\n            Config instance\n        \"\"\"\n        repo_name = os.path.basename(os.path.normpath(repo_path))\n        base_output_dir = os.path.join(output_dir, \"temp\")\n\n        return cls(\n            repo_path=repo_path,\n            output_dir=base_output_dir,\n            dependency_graph_dir=os.path.join(base_output_dir, DEPENDENCY_GRAPHS_DIR),\n            docs_dir=output_dir,\n            max_depth=max_depth,\n            llm_base_url=llm_base_url,\n            llm_api_key=llm_api_key,\n            main_model=main_model,\n            cluster_model=cluster_model,\n            fallback_model=fallback_model,\n            provider=provider,\n            aws_region=aws_region,\n            api_version=api_version,\n            azure_deployment=azure_deployment,\n            max_tokens=max_tokens,\n            max_token_per_module=max_token_per_module,\n            max_token_per_leaf_module=max_token_per_leaf_module,\n            agent_instructions=agent_instructions\n        )",
-    "start_line": 47,
-    "end_line": 219,
-    "has_docstring": true,
-    "docstring": "Configuration class for CodeWiki.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class Config",
-    "component_id": "codewiki\\src\\config.py::Config",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\background_worker.py::BackgroundWorker": {
-    "id": "codewiki\\src\\fe\\background_worker.py::BackgroundWorker",
-    "name": "BackgroundWorker",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\background_worker.py",
-    "relative_path": "codewiki\\src\\fe\\background_worker.py",
-    "depends_on": [
-      "codewiki\\src\\be\\documentation_generator.py::DocumentationGenerator",
-      "codewiki\\src\\be\\dependency_analyzer\\analysis\\cloning.py::clone_repository",
-      "codewiki\\cli\\models\\job.py::JobStatus"
-    ],
-    "source_code": "class BackgroundWorker:\n    \"\"\"Background worker for processing documentation generation jobs.\"\"\"\n    \n    def __init__(self, cache_manager: CacheManager, temp_dir: str = None):\n        self.cache_manager = cache_manager\n        self.temp_dir = temp_dir or WebAppConfig.TEMP_DIR\n        self.running = False\n        self.processing_queue = Queue(maxsize=WebAppConfig.QUEUE_SIZE)\n        self.job_status: Dict[str, JobStatus] = {}\n        self.jobs_file = Path(WebAppConfig.CACHE_DIR) / \"jobs.json\"\n        self.load_job_statuses()\n    \n    def start(self):\n        \"\"\"Start the background worker thread.\"\"\"\n        if not self.running:\n            self.running = True\n            thread = threading.Thread(target=self._worker_loop, daemon=True)\n            thread.start()\n            print(\"Background worker started\")\n    \n    def stop(self):\n        \"\"\"Stop the background worker.\"\"\"\n        self.running = False\n    \n    def add_job(self, job_id: str, job: JobStatus):\n        \"\"\"Add a job to the processing queue.\"\"\"\n        self.job_status[job_id] = job\n        self.processing_queue.put(job_id)\n    \n    def get_job_status(self, job_id: str) -> JobStatus:\n        \"\"\"Get job status by ID.\"\"\"\n        return self.job_status.get(job_id)\n    \n    def get_all_jobs(self) -> Dict[str, JobStatus]:\n        \"\"\"Get all job statuses.\"\"\"\n        return self.job_status\n    \n    def load_job_statuses(self):\n        \"\"\"Load job statuses from disk.\"\"\"\n        if not self.jobs_file.exists():\n            # Try to reconstruct from cache if no job file exists\n            self._reconstruct_jobs_from_cache()\n            return\n        \n        try:\n            data = file_manager.load_json(self.jobs_file)\n                \n            for job_id, job_data in data.items():\n                # Only load completed jobs to avoid inconsistent state\n                if job_data.get('status') == 'completed':\n                    self.job_status[job_id] = JobStatus(\n                        job_id=job_data['job_id'],\n                        repo_url=job_data['repo_url'],\n                        status=job_data['status'],\n                        created_at=datetime.fromisoformat(job_data['created_at']),\n                        started_at=datetime.fromisoformat(job_data['started_at']) if job_data.get('started_at') else None,\n                        completed_at=datetime.fromisoformat(job_data['completed_at']) if job_data.get('completed_at') else None,\n                        error_message=job_data.get('error_message'),\n                        progress=job_data.get('progress', ''),\n                        docs_path=job_data.get('docs_path')\n                    )\n            print(f\"Loaded {len([j for j in self.job_status.values() if j.status == 'completed'])} completed jobs from disk\")\n        except Exception as e:\n            print(f\"Error loading job statuses: {e}\")\n    \n    def _reconstruct_jobs_from_cache(self):\n        \"\"\"Reconstruct job statuses from cache entries for backward compatibility.\"\"\"\n        try:\n            cache_entries = self.cache_manager.cache_index\n            reconstructed_count = 0\n            \n            for repo_hash, cache_entry in cache_entries.items():\n                # Extract repo info to create job_id\n                from .github_processor import GitHubRepoProcessor\n                try:\n                    repo_info = GitHubRepoProcessor.get_repo_info(cache_entry.repo_url)\n                    job_id = repo_info['full_name'].replace('/', '--')\n                    \n                    # Only add if job doesn't already exist\n                    if job_id not in self.job_status:\n                        self.job_status[job_id] = JobStatus(\n                            job_id=job_id,\n                            repo_url=cache_entry.repo_url,\n                            status='completed',\n                            created_at=cache_entry.created_at,\n                            completed_at=cache_entry.created_at,\n                            docs_path=cache_entry.docs_path,\n                            progress=\"Reconstructed from cache\"\n                        )\n                        reconstructed_count += 1\n                except Exception as e:\n                    print(f\"Failed to reconstruct job for {cache_entry.repo_url}: {e}\")\n            \n            if reconstructed_count > 0:\n                print(f\"Reconstructed {reconstructed_count} job statuses from cache\")\n                self.save_job_statuses()\n                \n        except Exception as e:\n            print(f\"Error reconstructing jobs from cache: {e}\")\n    \n    def save_job_statuses(self):\n        \"\"\"Save job statuses to disk.\"\"\"\n        try:\n            # Ensure cache directory exists\n            self.jobs_file.parent.mkdir(parents=True, exist_ok=True)\n            \n            data = {}\n            for job_id, job in self.job_status.items():\n                data[job_id] = {\n                    'job_id': job.job_id,\n                    'repo_url': job.repo_url,\n                    'status': job.status,\n                    'created_at': job.created_at.isoformat(),\n                    'started_at': job.started_at.isoformat() if job.started_at else None,\n                    'completed_at': job.completed_at.isoformat() if job.completed_at else None,\n                    'error_message': job.error_message,\n                    'progress': job.progress,\n                    'docs_path': job.docs_path\n                }\n            \n            file_manager.save_json(data, self.jobs_file)\n        except Exception as e:\n            print(f\"Error saving job statuses: {e}\")\n    \n    def _worker_loop(self):\n        \"\"\"Main worker loop.\"\"\"\n        while self.running:\n            try:\n                if not self.processing_queue.empty():\n                    job_id = self.processing_queue.get(timeout=1)\n                    self._process_job(job_id)\n                else:\n                    time.sleep(1)\n            except Exception as e:\n                print(f\"Worker error: {e}\")\n                time.sleep(1)\n    \n    def _process_job(self, job_id: str):\n        \"\"\"Process a single documentation generation job.\"\"\"\n        if job_id not in self.job_status:\n            return\n        \n        job = self.job_status[job_id]\n        \n        try:\n            # Update job status\n            job.status = 'processing'\n            job.started_at = datetime.now()\n            job.progress = \"Starting repository clone...\"\n            job.main_model = MAIN_MODEL\n            \n            # Check cache first\n            cached_docs = self.cache_manager.get_cached_docs(job.repo_url)\n            if cached_docs and Path(cached_docs).exists():\n                job.status = 'completed'\n                job.completed_at = datetime.now()\n                job.docs_path = cached_docs\n                job.progress = \"Documentation retrieved from cache\"\n                if not job.main_model:  # Only set if not already set\n                    job.main_model = MAIN_MODEL\n                \n                # Save job status to disk\n                self.save_job_statuses()\n                \n                print(f\"Job {job_id}: Using cached documentation\")\n                return\n            \n            # Clone repository\n            repo_info = GitHubRepoProcessor.get_repo_info(job.repo_url)\n            # Use repo full name for temp directory (already URL-safe since job_id is URL-safe)\n            temp_repo_dir = os.path.join(self.temp_dir, job_id)\n            \n            job.progress = f\"Cloning repository {repo_info['full_name']}...\"\n            \n            if not GitHubRepoProcessor.clone_repository(repo_info['clone_url'], temp_repo_dir, job.commit_id):\n                raise Exception(\"Failed to clone repository\")\n            \n            # Generate documentation\n            job.progress = \"Analyzing repository structure...\"\n            \n            # Create config for documentation generation (using env vars)\n            import argparse\n            args = argparse.Namespace(repo_path=temp_repo_dir)\n            config = Config.from_args(args)\n            # Override docs_dir with job-specific directory\n            config.docs_dir = os.path.join(\"output\", \"docs\", f\"{job_id}-docs\")\n            \n            job.progress = \"Generating documentation...\"\n            \n            # Generate documentation\n            doc_generator = DocumentationGenerator(config, job.commit_id)\n            \n            # Run the async documentation generation in a new event loop\n            loop = asyncio.new_event_loop()\n            asyncio.set_event_loop(loop)\n            try:\n                loop.run_until_complete(doc_generator.run())\n            finally:\n                loop.close()\n            \n            # Cache the results\n            docs_path = os.path.abspath(config.docs_dir)\n            self.cache_manager.add_to_cache(job.repo_url, docs_path)\n            \n            # Update job status\n            job.status = 'completed'\n            job.completed_at = datetime.now()\n            job.docs_path = docs_path\n            job.progress = \"Documentation generation completed\"\n            \n            # Save job status to disk\n            self.save_job_statuses()\n            \n            print(f\"Job {job_id}: Documentation generated successfully\")\n            \n        except Exception as e:\n            # Update job status with error\n            job.status = 'failed'\n            job.completed_at = datetime.now()\n            job.error_message = str(e)\n            job.progress = f\"Failed: {str(e)}\"\n            \n            print(f\"Job {job_id}: Failed with error: {e}\")\n        \n        finally:\n            # Cleanup temporary repository\n            if 'temp_repo_dir' in locals() and os.path.exists(temp_repo_dir):\n                try:\n                    subprocess.run(['rm', '-rf', temp_repo_dir], check=True)\n                except Exception as e:\n                    print(f\"Failed to cleanup temp directory: {e}\")",
-    "start_line": 26,
-    "end_line": 256,
-    "has_docstring": true,
-    "docstring": "Background worker for processing documentation generation jobs.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class BackgroundWorker",
-    "component_id": "codewiki\\src\\fe\\background_worker.py::BackgroundWorker",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\cache_manager.py::CacheManager": {
-    "id": "codewiki\\src\\fe\\cache_manager.py::CacheManager",
-    "name": "CacheManager",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\cache_manager.py",
-    "relative_path": "codewiki\\src\\fe\\cache_manager.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\models.py::CacheEntry"
-    ],
-    "source_code": "class CacheManager:\n    \"\"\"Manages documentation cache.\"\"\"\n    \n    def __init__(self, cache_dir: str = None, cache_expiry_days: int = None):\n        self.cache_dir = Path(cache_dir or WebAppConfig.CACHE_DIR)\n        self.cache_expiry_days = cache_expiry_days or WebAppConfig.CACHE_EXPIRY_DAYS\n        self.cache_dir.mkdir(parents=True, exist_ok=True)\n        self.cache_index: Dict[str, CacheEntry] = {}\n        self.load_cache_index()\n    \n    def load_cache_index(self):\n        \"\"\"Load cache index from disk.\"\"\"\n        index_file = self.cache_dir / \"cache_index.json\"\n        if index_file.exists():\n            try:\n                data = file_manager.load_json(index_file)\n                for key, value in data.items():\n                    self.cache_index[key] = CacheEntry(\n                        repo_url=value['repo_url'],\n                        repo_url_hash=value['repo_url_hash'],\n                        docs_path=value['docs_path'],\n                        created_at=datetime.fromisoformat(value['created_at']),\n                        last_accessed=datetime.fromisoformat(value['last_accessed'])\n                    )\n            except Exception as e:\n                print(f\"Error loading cache index: {e}\")\n    \n    def save_cache_index(self):\n        \"\"\"Save cache index to disk.\"\"\"\n        index_file = self.cache_dir / \"cache_index.json\"\n        try:\n            data = {}\n            for key, entry in self.cache_index.items():\n                data[key] = {\n                    'repo_url': entry.repo_url,\n                    'repo_url_hash': entry.repo_url_hash,\n                    'docs_path': entry.docs_path,\n                    'created_at': entry.created_at.isoformat(),\n                    'last_accessed': entry.last_accessed.isoformat()\n                }\n            \n            file_manager.save_json(data, index_file)\n        except Exception as e:\n            print(f\"Error saving cache index: {e}\")\n    \n    def get_repo_hash(self, repo_url: str) -> str:\n        \"\"\"Generate hash for repository URL.\"\"\"\n        return hashlib.sha256(repo_url.encode()).hexdigest()[:16]\n    \n    def get_cached_docs(self, repo_url: str) -> Optional[str]:\n        \"\"\"Get cached documentation path if available.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        \n        if repo_hash in self.cache_index:\n            entry = self.cache_index[repo_hash]\n            \n            # Check if cache is still valid\n            if datetime.now() - entry.created_at < timedelta(days=self.cache_expiry_days):\n                # Update last accessed\n                entry.last_accessed = datetime.now()\n                self.save_cache_index()\n                return entry.docs_path\n            else:\n                # Cache expired, remove it\n                self.remove_from_cache(repo_url)\n        \n        return None\n    \n    def add_to_cache(self, repo_url: str, docs_path: str):\n        \"\"\"Add documentation to cache.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        now = datetime.now()\n        \n        self.cache_index[repo_hash] = CacheEntry(\n            repo_url=repo_url,\n            repo_url_hash=repo_hash,\n            docs_path=docs_path,\n            created_at=now,\n            last_accessed=now\n        )\n        \n        self.save_cache_index()\n    \n    def remove_from_cache(self, repo_url: str):\n        \"\"\"Remove documentation from cache.\"\"\"\n        repo_hash = self.get_repo_hash(repo_url)\n        if repo_hash in self.cache_index:\n            del self.cache_index[repo_hash]\n            self.save_cache_index()\n    \n    def cleanup_expired_cache(self):\n        \"\"\"Remove expired cache entries.\"\"\"\n        expired_entries = []\n        cutoff = datetime.now() - timedelta(days=self.cache_expiry_days)\n        \n        for repo_hash, entry in self.cache_index.items():\n            if entry.created_at < cutoff:\n                expired_entries.append(repo_hash)\n        \n        for repo_hash in expired_entries:\n            del self.cache_index[repo_hash]\n        \n        if expired_entries:\n            self.save_cache_index()",
-    "start_line": 16,
-    "end_line": 119,
-    "has_docstring": true,
-    "docstring": "Manages documentation cache.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class CacheManager",
-    "component_id": "codewiki\\src\\fe\\cache_manager.py::CacheManager",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\config.py::WebAppConfig": {
-    "id": "codewiki\\src\\fe\\config.py::WebAppConfig",
-    "name": "WebAppConfig",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\config.py",
-    "relative_path": "codewiki\\src\\fe\\config.py",
-    "depends_on": [],
-    "source_code": "class WebAppConfig:\n    \"\"\"Configuration class for web application settings.\"\"\"\n    \n    # Directories\n    CACHE_DIR = \"./output/cache\"\n    TEMP_DIR = \"./output/temp\"\n    OUTPUT_DIR = \"./output\"\n    \n    # Queue settings\n    QUEUE_SIZE = 100\n    \n    # Cache settings\n    CACHE_EXPIRY_DAYS = 365\n    \n    # Job cleanup settings\n    JOB_CLEANUP_HOURS = 24000\n    RETRY_COOLDOWN_MINUTES = 3\n    \n    # Server settings\n    DEFAULT_HOST = \"127.0.0.1\"\n    DEFAULT_PORT = 8000\n    \n    # Git settings\n    CLONE_TIMEOUT = 300\n    CLONE_DEPTH = 1\n    \n    @classmethod\n    def ensure_directories(cls):\n        \"\"\"Ensure all required directories exist.\"\"\"\n        directories = [\n            cls.CACHE_DIR,\n            cls.TEMP_DIR,\n            cls.OUTPUT_DIR\n        ]\n        \n        for directory in directories:\n            Path(directory).mkdir(parents=True, exist_ok=True)\n    \n    @classmethod\n    def get_absolute_path(cls, path: str) -> str:\n        \"\"\"Get absolute path for a given relative path.\"\"\"\n        return os.path.abspath(path)",
-    "start_line": 10,
-    "end_line": 51,
-    "has_docstring": true,
-    "docstring": "Configuration class for web application settings.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class WebAppConfig",
-    "component_id": "codewiki\\src\\fe\\config.py::WebAppConfig",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor": {
-    "id": "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor",
-    "name": "GitHubRepoProcessor",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\github_processor.py",
-    "relative_path": "codewiki\\src\\fe\\github_processor.py",
-    "depends_on": [],
-    "source_code": "class GitHubRepoProcessor:\n    \"\"\"Handles GitHub repository processing.\"\"\"\n    \n    @staticmethod\n    def is_valid_github_url(url: str) -> bool:\n        \"\"\"Validate if the URL is a valid GitHub repository URL.\"\"\"\n        try:\n            parsed = urlparse(url)\n            if parsed.netloc.lower() not in ['github.com', 'www.github.com']:\n                return False\n            \n            path_parts = parsed.path.strip('/').split('/')\n            if len(path_parts) < 2:\n                return False\n            \n            # Check if it's a valid repo path (owner/repo)\n            return len(path_parts) >= 2 and all(part for part in path_parts[:2])\n        except Exception:\n            return False\n    \n    @staticmethod\n    def get_repo_info(url: str) -> Dict[str, str]:\n        \"\"\"Extract repository information from GitHub URL.\"\"\"\n        parsed = urlparse(url)\n        path_parts = parsed.path.strip('/').split('/')\n        \n        owner = path_parts[0]\n        repo = path_parts[1]\n        \n        # Remove .git suffix if present\n        if repo.endswith('.git'):\n            repo = repo[:-4]\n        \n        return {\n            'owner': owner,\n            'repo': repo,\n            'full_name': f\"{owner}/{repo}\",\n            'clone_url': f\"https://github.com/{owner}/{repo}.git\"\n        }\n    \n    @staticmethod\n    def clone_repository(clone_url: str, target_dir: str, commit_id: str = None) -> bool:\n        \"\"\"Clone a GitHub repository to the target directory, optionally checking out a specific commit.\"\"\"\n        try:\n            # Ensure target directory exists\n            os.makedirs(os.path.dirname(target_dir), exist_ok=True)\n            \n            # If specific commit is requested, don't use shallow clone\n            if commit_id:\n                # Clone full repository to access specific commit\n                result = subprocess.run([\n                    'git', 'clone', clone_url, target_dir\n                ], capture_output=True, text=True, timeout=WebAppConfig.CLONE_TIMEOUT)\n                \n                if result.returncode != 0:\n                    print(f\"Error cloning repository: {result.stderr}\")\n                    return False\n                \n                # Checkout specific commit\n                result = subprocess.run([\n                    'git', 'checkout', commit_id\n                ], cwd=target_dir, capture_output=True, text=True, timeout=30)\n                \n                if result.returncode != 0:\n                    print(f\"Error checking out commit {commit_id}: {result.stderr}\")\n                    return False\n            else:\n                # Clone repository with shallow depth (default behavior)\n                result = subprocess.run([\n                    'git', 'clone', '--depth', str(WebAppConfig.CLONE_DEPTH), clone_url, target_dir\n                ], capture_output=True, text=True, timeout=WebAppConfig.CLONE_TIMEOUT)\n                \n                if result.returncode != 0:\n                    print(f\"Error cloning repository: {result.stderr}\")\n                    return False\n            \n            return True\n        except Exception as e:\n            print(f\"Error cloning repository: {e}\")\n            return False",
-    "start_line": 14,
-    "end_line": 93,
-    "has_docstring": true,
-    "docstring": "Handles GitHub repository processing.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class GitHubRepoProcessor",
-    "component_id": "codewiki\\src\\fe\\github_processor.py::GitHubRepoProcessor",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\models.py::RepositorySubmission": {
-    "id": "codewiki\\src\\fe\\models.py::RepositorySubmission",
-    "name": "RepositorySubmission",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\models.py",
-    "relative_path": "codewiki\\src\\fe\\models.py",
-    "depends_on": [],
-    "source_code": "class RepositorySubmission(BaseModel):\n    \"\"\"Pydantic model for repository submission form.\"\"\"\n    repo_url: HttpUrl",
-    "start_line": 12,
-    "end_line": 14,
-    "has_docstring": true,
-    "docstring": "Pydantic model for repository submission form.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "BaseModel"
-    ],
-    "class_name": null,
-    "display_name": "class RepositorySubmission",
-    "component_id": "codewiki\\src\\fe\\models.py::RepositorySubmission",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\models.py::JobStatusResponse": {
-    "id": "codewiki\\src\\fe\\models.py::JobStatusResponse",
-    "name": "JobStatusResponse",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\models.py",
-    "relative_path": "codewiki\\src\\fe\\models.py",
-    "depends_on": [],
-    "source_code": "class JobStatusResponse(BaseModel):\n    \"\"\"Pydantic model for job status API response.\"\"\"\n    job_id: str\n    repo_url: str\n    status: str\n    created_at: datetime\n    started_at: Optional[datetime] = None\n    completed_at: Optional[datetime] = None\n    error_message: Optional[str] = None\n    progress: str = \"\"\n    docs_path: Optional[str] = None\n    main_model: Optional[str] = None\n    commit_id: Optional[str] = None",
-    "start_line": 17,
-    "end_line": 29,
-    "has_docstring": true,
-    "docstring": "Pydantic model for job status API response.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "BaseModel"
-    ],
-    "class_name": null,
-    "display_name": "class JobStatusResponse",
-    "component_id": "codewiki\\src\\fe\\models.py::JobStatusResponse",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\models.py::JobStatus": {
-    "id": "codewiki\\src\\fe\\models.py::JobStatus",
-    "name": "JobStatus",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\models.py",
-    "relative_path": "codewiki\\src\\fe\\models.py",
-    "depends_on": [],
-    "source_code": "class JobStatus:\n    \"\"\"Tracks the status of a documentation generation job.\"\"\"\n    job_id: str\n    repo_url: str\n    status: str  # 'queued', 'processing', 'completed', 'failed'\n    created_at: datetime\n    started_at: Optional[datetime] = None\n    completed_at: Optional[datetime] = None\n    error_message: Optional[str] = None\n    progress: str = \"\"\n    docs_path: Optional[str] = None\n    main_model: Optional[str] = None\n    commit_id: Optional[str] = None",
-    "start_line": 33,
-    "end_line": 45,
-    "has_docstring": true,
-    "docstring": "Tracks the status of a documentation generation job.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class JobStatus",
-    "component_id": "codewiki\\src\\fe\\models.py::JobStatus",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\models.py::CacheEntry": {
-    "id": "codewiki\\src\\fe\\models.py::CacheEntry",
-    "name": "CacheEntry",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\models.py",
-    "relative_path": "codewiki\\src\\fe\\models.py",
-    "depends_on": [],
-    "source_code": "class CacheEntry:\n    \"\"\"Represents a cached documentation result.\"\"\"\n    repo_url: str\n    repo_url_hash: str\n    docs_path: str\n    created_at: datetime\n    last_accessed: datetime",
-    "start_line": 49,
-    "end_line": 55,
-    "has_docstring": true,
-    "docstring": "Represents a cached documentation result.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class CacheEntry",
-    "component_id": "codewiki\\src\\fe\\models.py::CacheEntry",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\routes.py::WebRoutes": {
-    "id": "codewiki\\src\\fe\\routes.py::WebRoutes",
-    "name": "WebRoutes",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\routes.py",
-    "relative_path": "codewiki\\src\\fe\\routes.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\models.py::JobStatusResponse",
-      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
-      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
-      "codewiki\\cli\\models\\job.py::JobStatus",
-      "codewiki\\src\\fe\\template_utils.py::render_template",
-      "codewiki\\src\\fe\\web_app.py::get_job_status"
-    ],
-    "source_code": "class WebRoutes:\n    \"\"\"Handles all web routes for the application.\"\"\"\n    \n    def __init__(self, background_worker: BackgroundWorker, cache_manager: CacheManager):\n        self.background_worker = background_worker\n        self.cache_manager = cache_manager\n    \n    async def index_get(self, request: Request) -> HTMLResponse:\n        \"\"\"Main page with form for submitting GitHub repositories.\"\"\"\n        # Clean up old jobs before displaying\n        # self.cleanup_old_jobs()\n        \n        # Get recent jobs (last 10)\n        all_jobs = self.background_worker.get_all_jobs()\n        recent_jobs = sorted(\n            all_jobs.values(),\n            key=lambda x: x.created_at,\n            reverse=True\n        )[:100]\n        \n        context = {\n            \"message\": None,\n            \"message_type\": None,\n            \"repo_url\": \"\",\n            \"commit_id\": \"\",\n            \"recent_jobs\": recent_jobs\n        }\n        \n        return HTMLResponse(content=render_template(WEB_INTERFACE_TEMPLATE, context))\n    \n    async def index_post(self, request: Request, repo_url: str = Form(...), commit_id: str = Form(\"\")) -> HTMLResponse:\n        \"\"\"Handle repository submission.\"\"\"\n        # Clean up old jobs before processing\n        self.cleanup_old_jobs()\n        \n        message = None\n        message_type = None\n        \n        repo_url = repo_url.strip()\n        commit_id = commit_id.strip() if commit_id else \"\"\n        \n        if not repo_url:\n            message = \"Please enter a GitHub repository URL\"\n            message_type = \"error\"\n        elif not GitHubRepoProcessor.is_valid_github_url(repo_url):\n            message = \"Please enter a valid GitHub repository URL\"\n            message_type = \"error\"\n        else:\n            # Normalize the repo URL for comparison\n            normalized_repo_url = self._normalize_github_url(repo_url)\n            \n            # Get repo info for job ID generation\n            repo_info = GitHubRepoProcessor.get_repo_info(normalized_repo_url)\n            job_id = self._repo_full_name_to_job_id(repo_info['full_name'])\n            \n            # Check if already in queue, processing, or recently failed\n            existing_job = self.background_worker.get_job_status(job_id)\n            recent_cutoff = datetime.now() - timedelta(minutes=WebAppConfig.RETRY_COOLDOWN_MINUTES)\n            \n            if existing_job:\n                if existing_job.status in ['queued', 'processing']:\n                    pass  # Will handle below\n                elif existing_job.status == 'failed' and existing_job.created_at > recent_cutoff:\n                    pass  # Will handle below\n                else:\n                    existing_job = None  # Job is old or completed, can reuse\n            \n            if existing_job:\n                if existing_job.status in ['queued', 'processing']:\n                    message = f\"Repository is already being processed (Job ID: {existing_job.job_id})\"\n                else:\n                    message = f\"Repository recently failed processing. Please wait a few minutes before retrying (Job ID: {existing_job.job_id})\"\n                message_type = \"error\"\n            else:\n                # Check cache\n                cached_docs = self.cache_manager.get_cached_docs(normalized_repo_url)\n                if cached_docs and Path(cached_docs).exists():\n                    message = \"Documentation found in cache! Redirecting to view...\"\n                    message_type = \"success\"\n                    # Create a dummy completed job for display\n                    job = JobStatus(\n                        job_id=job_id,\n                        repo_url=normalized_repo_url,  # Use normalized URL\n                        status='completed',\n                        created_at=datetime.now(),\n                        completed_at=datetime.now(),\n                        docs_path=cached_docs,\n                        progress=\"Retrieved from cache\",\n                        commit_id=commit_id if commit_id else None\n                    )\n                    self.background_worker.job_status[job_id] = job\n                else:\n                    # Add to queue\n                    try:\n                        job = JobStatus(\n                            job_id=job_id,\n                            repo_url=normalized_repo_url,  # Use normalized URL\n                            status='queued',\n                            created_at=datetime.now(),\n                            progress=\"Waiting in queue...\",\n                            commit_id=commit_id if commit_id else None\n                        )\n                        \n                        self.background_worker.add_job(job_id, job)\n                        message = f\"Repository added to processing queue! Job ID: {job_id}\"\n                        message_type = \"success\"\n                        repo_url = \"\"  # Clear form\n                        \n                    except Exception as e:\n                        message = f\"Failed to add repository to queue: {str(e)}\\n{format_exc()}\"\n                        message_type = \"error\"\n        \n        # Get recent jobs (last 10)\n        all_jobs = self.background_worker.get_all_jobs()\n        recent_jobs = sorted(\n            all_jobs.values(),\n            key=lambda x: x.created_at,\n            reverse=True\n        )\n        \n        context = {\n            \"message\": message,\n            \"message_type\": message_type,\n            \"repo_url\": repo_url or \"\",\n            \"commit_id\": commit_id or \"\",\n            \"recent_jobs\": recent_jobs\n        }\n        \n        return HTMLResponse(content=render_template(WEB_INTERFACE_TEMPLATE, context))\n    \n    async def get_job_status(self, job_id: str) -> JobStatusResponse:\n        \"\"\"API endpoint to get job status.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        if not job:\n            raise HTTPException(status_code=404, detail=\"Job not found\")\n        \n        return JobStatusResponse(**asdict(job))\n    \n    async def view_docs(self, job_id: str) -> RedirectResponse:\n        \"\"\"View generated documentation.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        if not job:\n            raise HTTPException(status_code=404, detail=\"Job not found\")\n        \n        if job.status != 'completed' or not job.docs_path:\n            raise HTTPException(status_code=404, detail=\"Documentation not available\")\n        \n        docs_path = Path(job.docs_path)\n        if not docs_path.exists():\n            raise HTTPException(status_code=404, detail=\"Documentation files not found\")\n        \n        # Redirect to the documentation viewer\n        return RedirectResponse(url=f\"/static-docs/{job_id}/\", status_code=status.HTTP_302_FOUND)\n    \n    async def serve_generated_docs(self, job_id: str, filename: str = \"overview.md\") -> HTMLResponse:\n        \"\"\"Serve generated documentation files.\"\"\"\n        job = self.background_worker.get_job_status(job_id)\n        docs_path = None\n        repo_url = None\n        \n        if job:\n            # Job status exists - use it\n            if job.status != 'completed' or not job.docs_path:\n                raise HTTPException(status_code=404, detail=\"Documentation not available\")\n            docs_path = Path(job.docs_path)\n            repo_url = job.repo_url\n        else:\n            # No job status - try to find documentation in cache by job_id\n            # Convert job_id back to repo full name and construct potential paths\n            repo_full_name = self._job_id_to_repo_full_name(job_id)\n            potential_repo_url = f\"https://github.com/{repo_full_name}\"\n            \n            # Check if documentation exists in cache\n            cached_docs = self.cache_manager.get_cached_docs(potential_repo_url)\n            if cached_docs and Path(cached_docs).exists():\n                docs_path = Path(cached_docs)\n                repo_url = potential_repo_url\n                \n                # Recreate job status for consistency\n                job = JobStatus(\n                    job_id=job_id,\n                    repo_url=potential_repo_url,\n                    status='completed',\n                    created_at=datetime.now(),\n                    completed_at=datetime.now(),\n                    docs_path=cached_docs,\n                    progress=\"Loaded from cache\",\n                    commit_id=None  # No commit info available from cache\n                )\n                self.background_worker.job_status[job_id] = job\n                self.background_worker.save_job_statuses()\n            else:\n                raise HTTPException(status_code=404, detail=\"Documentation not found\")\n        \n        if not docs_path or not docs_path.exists():\n            raise HTTPException(status_code=404, detail=\"Documentation files not found\")\n        \n        # Load module tree\n        module_tree = None\n        module_tree_file = docs_path / \"module_tree.json\"\n        if module_tree_file.exists():\n            try:\n                module_tree = file_manager.load_json(module_tree_file)\n            except Exception:\n                pass\n        \n        # Load metadata\n        metadata = None\n        metadata_file = docs_path / \"metadata.json\"\n        if metadata_file.exists():\n            try:\n                metadata = file_manager.load_json(metadata_file)\n            except Exception:\n                pass\n        \n        # Serve the requested file\n        file_path = docs_path / filename\n        if not file_path.exists():\n            raise HTTPException(status_code=404, detail=f\"File {filename} not found\")\n        \n        try:\n            content = file_manager.load_text(file_path)\n            \n            # Convert markdown to HTML (reuse from visualise_docs.py)\n            from .visualise_docs import markdown_to_html, get_file_title\n            from .templates import DOCS_VIEW_TEMPLATE\n            \n            html_content = markdown_to_html(content)\n            title = get_file_title(file_path)\n            \n            context = {\n                \"repo_name\": repo_url.split(\"/\")[-1],\n                \"title\": title,\n                \"content\": html_content,\n                \"navigation\": module_tree,\n                \"current_page\": filename,\n                \"job_id\": job_id,\n                \"metadata\": metadata\n            }\n            \n            return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n            \n        except Exception as e:\n            raise HTTPException(status_code=500, detail=f\"Error reading {filename}: {e}\\n{format_exc()}\")\n    \n    def _normalize_github_url(self, url: str) -> str:\n        \"\"\"Normalize GitHub URL for consistent comparison.\"\"\"\n        try:\n            # Get repo info to standardize the URL format\n            repo_info = GitHubRepoProcessor.get_repo_info(url)\n            return f\"https://github.com/{repo_info['full_name']}\"\n        except Exception:\n            # Fallback to basic normalization\n            return url.rstrip('/').lower()\n    \n    def _repo_full_name_to_job_id(self, full_name: str) -> str:\n        \"\"\"Convert repo full name to URL-safe job ID.\"\"\"\n        return full_name.replace('/', '--')\n    \n    def _job_id_to_repo_full_name(self, job_id: str) -> str:\n        \"\"\"Convert job ID back to repo full name.\"\"\"\n        return job_id.replace('--', '/')\n    \n    def cleanup_old_jobs(self):\n        \"\"\"Clean up old job status entries.\"\"\"\n        cutoff = datetime.now() - timedelta(hours=WebAppConfig.JOB_CLEANUP_HOURS)\n        all_jobs = self.background_worker.get_all_jobs()\n        expired_jobs = [\n            job_id for job_id, job in all_jobs.items()\n            if job.created_at < cutoff and job.status in ['completed', 'failed']\n        ]\n        \n        for job_id in expired_jobs:\n            if job_id in self.background_worker.job_status:\n                del self.background_worker.job_status[job_id]",
-    "start_line": 25,
-    "end_line": 299,
-    "has_docstring": true,
-    "docstring": "Handles all web routes for the application.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class WebRoutes",
-    "component_id": "codewiki\\src\\fe\\routes.py::WebRoutes",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader": {
-    "id": "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader",
-    "name": "StringTemplateLoader",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\template_utils.py",
-    "relative_path": "codewiki\\src\\fe\\template_utils.py",
-    "depends_on": [],
-    "source_code": "class StringTemplateLoader(BaseLoader):\n    \"\"\"Custom Jinja2 loader for string templates.\"\"\"\n    \n    def __init__(self, template_string: str):\n        self.template_string = template_string\n    \n    def get_source(self, environment, template):\n        return self.template_string, None, lambda: True",
-    "start_line": 10,
-    "end_line": 17,
-    "has_docstring": true,
-    "docstring": "Custom Jinja2 loader for string templates.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": [
-      "BaseLoader"
-    ],
-    "class_name": null,
-    "display_name": "class StringTemplateLoader",
-    "component_id": "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\template_utils.py::render_template": {
-    "id": "codewiki\\src\\fe\\template_utils.py::render_template",
-    "name": "render_template",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\template_utils.py",
-    "relative_path": "codewiki\\src\\fe\\template_utils.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\template_utils.py::StringTemplateLoader"
-    ],
-    "source_code": "def render_template(template: str, context: Dict[str, Any]) -> str:\n    \"\"\"\n    Render template using Jinja2.\n    \n    Args:\n        template: HTML template string with Jinja2 syntax\n        context: Dictionary of variables to substitute\n    \n    Returns:\n        Rendered HTML string\n    \"\"\"\n    # Create Jinja2 environment with string template\n    env = Environment(\n        loader=StringTemplateLoader(template),\n        autoescape=select_autoescape(['html', 'xml']),\n        trim_blocks=True,\n        lstrip_blocks=True\n    )\n    \n    # Get template and render\n    jinja_template = env.get_template('')\n    return jinja_template.render(**context)",
-    "start_line": 20,
-    "end_line": 41,
-    "has_docstring": true,
-    "docstring": "Render template using Jinja2.\n\nArgs:\n    template: HTML template string with Jinja2 syntax\n    context: Dictionary of variables to substitute\n\nReturns:\n    Rendered HTML string",
-    "parameters": [
-      "template",
-      "context"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function render_template",
-    "component_id": "codewiki\\src\\fe\\template_utils.py::render_template",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\template_utils.py::render_navigation": {
-    "id": "codewiki\\src\\fe\\template_utils.py::render_navigation",
-    "name": "render_navigation",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\template_utils.py",
-    "relative_path": "codewiki\\src\\fe\\template_utils.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\template_utils.py::render_template"
-    ],
-    "source_code": "def render_navigation(module_tree: Dict[str, Any], current_page: str = \"\") -> str:\n    \"\"\"\n    Render navigation HTML from module tree structure.\n    \n    Args:\n        module_tree: Dictionary representing the module tree\n        current_page: Current page filename for highlighting\n    \n    Returns:\n        HTML string for navigation\n    \"\"\"\n    if not module_tree:\n        return \"\"\n    \n    nav_template = \"\"\"\n    {%- for section_key, section_data in module_tree.items() %}\n    <div class=\"nav-section\">\n        <h3>{{ section_key.replace('_', ' ').title() }}</h3>\n        {%- if section_data.get('components') %}\n        <a href=\"/{{ section_key }}.md\" class=\"nav-item {{ 'active' if current_page == section_key + '.md' else '' }}\">Overview</a>\n        {%- endif %}\n        {%- if section_data.get('children') %}\n        {%- for child_key, child_data in section_data['children'].items() %}\n        <div class=\"nav-subsection\">\n            <a href=\"/{{ child_key }}.md\" class=\"nav-item {{ 'active' if current_page == child_key + '.md' else '' }}\">{{ child_key.replace('_', ' ').title() }}</a>\n        </div>\n        {%- endfor %}\n        {%- endif %}\n    </div>\n    {%- endfor %}\n    \"\"\"\n    \n    return render_template(nav_template, {\n        'module_tree': module_tree,\n        'current_page': current_page\n    })",
-    "start_line": 44,
-    "end_line": 79,
-    "has_docstring": true,
-    "docstring": "Render navigation HTML from module tree structure.\n\nArgs:\n    module_tree: Dictionary representing the module tree\n    current_page: Current page filename for highlighting\n\nReturns:\n    HTML string for navigation",
-    "parameters": [
-      "module_tree",
-      "current_page"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function render_navigation",
-    "component_id": "codewiki\\src\\fe\\template_utils.py::render_navigation",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\template_utils.py::render_job_list": {
-    "id": "codewiki\\src\\fe\\template_utils.py::render_job_list",
-    "name": "render_job_list",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\template_utils.py",
-    "relative_path": "codewiki\\src\\fe\\template_utils.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\template_utils.py::render_template"
-    ],
-    "source_code": "def render_job_list(jobs: list) -> str:\n    \"\"\"\n    Render job list HTML.\n    \n    Args:\n        jobs: List of job objects\n    \n    Returns:\n        HTML string for job list\n    \"\"\"\n    if not jobs:\n        return \"\"\n    \n    job_list_template = \"\"\"\n    {%- for job in jobs %}\n    <div class=\"job-item\">\n        <div class=\"job-header\">\n            <div class=\"job-url\">{{ job.repo_url }}</div>\n            <div class=\"job-status status-{{ job.status }}\">{{ job.status.title() }}</div>\n        </div>\n        {%- if job.progress %}\n        <div class=\"job-progress\">{{ job.progress }}</div>\n        {%- endif %}\n        {%- if job.status == 'completed' and job.docs_path %}\n        <div class=\"job-actions\">\n            <a href=\"/docs/{{ job.job_id }}\" class=\"btn btn-small\">View Documentation</a>\n        </div>\n        {%- endif %}\n    </div>\n    {%- endfor %}\n    \"\"\"\n    \n    return render_template(job_list_template, {'jobs': jobs})",
-    "start_line": 82,
-    "end_line": 114,
-    "has_docstring": true,
-    "docstring": "Render job list HTML.\n\nArgs:\n    jobs: List of job objects\n\nReturns:\n    HTML string for job list",
-    "parameters": [
-      "jobs"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function render_job_list",
-    "component_id": "codewiki\\src\\fe\\template_utils.py::render_job_list",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\visualise_docs.py::initialize_globals": {
-    "id": "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
-    "name": "initialize_globals",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
-    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree"
-    ],
-    "source_code": "def initialize_globals():\n    \"\"\"Initialize global variables from environment or command line args if not already set.\"\"\"\n    global DOCS_FOLDER, MODULE_TREE\n    \n    if DOCS_FOLDER is None:\n        # Try to get from environment variable or use a default\n        import os\n        docs_folder_path = os.environ.get('DOCS_FOLDER')\n        if docs_folder_path and Path(docs_folder_path).exists():\n            DOCS_FOLDER = docs_folder_path\n            MODULE_TREE = load_module_tree(Path(docs_folder_path))\n        else:\n            # If no environment variable, we need to handle this gracefully\n            # The FastAPI endpoints will need to check if DOCS_FOLDER is None\n            pass",
-    "start_line": 34,
-    "end_line": 48,
-    "has_docstring": true,
-    "docstring": "Initialize global variables from environment or command line args if not already set.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function initialize_globals",
-    "component_id": "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\visualise_docs.py::load_module_tree": {
-    "id": "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
-    "name": "load_module_tree",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
-    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
-    "depends_on": [],
-    "source_code": "def load_module_tree(docs_folder: Path) -> Optional[Dict]:\n    \"\"\"Load the module tree structure from module_tree.json.\"\"\"\n    tree_file = docs_folder / \"module_tree.json\"\n    if not tree_file.exists():\n        print(f\"Warning: module_tree.json not found in {docs_folder}\")\n        return None\n    \n    try:\n        return file_manager.load_json(tree_file)\n    except Exception as e:\n        print(f\"Error loading module_tree.json: {e}\")\n        return None",
-    "start_line": 54,
-    "end_line": 65,
-    "has_docstring": true,
-    "docstring": "Load the module tree structure from module_tree.json.",
-    "parameters": [
-      "docs_folder"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function load_module_tree",
-    "component_id": "codewiki\\src\\fe\\visualise_docs.py::load_module_tree",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html": {
-    "id": "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
-    "name": "markdown_to_html",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
-    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
-    "depends_on": [],
-    "source_code": "def markdown_to_html(content: str) -> str:\n    \"\"\"Convert markdown content to HTML, with special handling for mermaid diagrams.\"\"\"\n    # First, convert markdown to HTML\n    html = md.render(content)\n    \n    # Post-process to ensure mermaid code blocks are properly formatted\n    # Look for code blocks with language-mermaid class and convert them to mermaid divs\n    import re\n    \n    # Pattern to match mermaid code blocks\n    pattern = r'<pre><code class=\"language-mermaid\">(.*?)</code></pre>'\n    \n    def replace_mermaid(match):\n        mermaid_code = match.group(1)\n        # Decode HTML entities that might have been encoded\n        import html\n        mermaid_code = html.unescape(mermaid_code)\n        return f'<div class=\"mermaid\">{mermaid_code}</div>'\n    \n    # Replace mermaid code blocks with proper mermaid divs\n    html = re.sub(pattern, replace_mermaid, html, flags=re.DOTALL)\n    \n    return html",
-    "start_line": 68,
-    "end_line": 90,
-    "has_docstring": true,
-    "docstring": "Convert markdown content to HTML, with special handling for mermaid diagrams.",
-    "parameters": [
-      "content"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function markdown_to_html",
-    "component_id": "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid": {
-    "id": "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid",
-    "name": "replace_mermaid",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
-    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
-    "depends_on": [],
-    "source_code": "    def replace_mermaid(match):\n        mermaid_code = match.group(1)\n        # Decode HTML entities that might have been encoded\n        import html\n        mermaid_code = html.unescape(mermaid_code)\n        return f'<div class=\"mermaid\">{mermaid_code}</div>'",
-    "start_line": 80,
-    "end_line": 85,
-    "has_docstring": false,
-    "docstring": "",
-    "parameters": [
-      "match"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function replace_mermaid",
-    "component_id": "codewiki\\src\\fe\\visualise_docs.py::replace_mermaid",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\visualise_docs.py::get_file_title": {
-    "id": "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
-    "name": "get_file_title",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
-    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
-    "depends_on": [],
-    "source_code": "def get_file_title(file_path: Path) -> str:\n    \"\"\"Extract title from markdown file, fallback to filename.\"\"\"\n    try:\n        content = file_manager.load_text(file_path)\n        first_line = content.split('\\n')[0].strip()\n        if first_line.startswith('# '):\n            return first_line[2:].strip()\n    except Exception:\n        pass\n    \n    # Fallback to filename without extension\n    return file_path.stem.replace('_', ' ').title()",
-    "start_line": 93,
-    "end_line": 104,
-    "has_docstring": true,
-    "docstring": "Extract title from markdown file, fallback to filename.",
-    "parameters": [
-      "file_path"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_file_title",
-    "component_id": "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\visualise_docs.py::index": {
-    "id": "codewiki\\src\\fe\\visualise_docs.py::index",
-    "name": "index",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
-    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\template_utils.py::render_template",
-      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
-      "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
-      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html"
-    ],
-    "source_code": "async def index():\n    \"\"\"Serve the overview page as the main page.\"\"\"\n    initialize_globals()\n    \n    if DOCS_FOLDER is None:\n        raise HTTPException(status_code=500, detail=\"Documentation folder not configured. Please set DOCS_FOLDER environment variable or run with --docs-folder argument.\")\n    \n    overview_file = Path(DOCS_FOLDER) / \"overview.md\"\n    \n    if not overview_file.exists():\n        raise HTTPException(status_code=404, detail=\"overview.md not found in the documentation folder\")\n    \n    try:\n        content = file_manager.load_text(overview_file)\n        \n        html_content = markdown_to_html(content)\n        title = get_file_title(overview_file)\n        \n        context = {\n            \"title\": title,\n            \"content\": html_content,\n            \"navigation\": MODULE_TREE,\n            \"current_page\": \"overview.md\"\n        }\n        \n        return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n        \n    except Exception as e:\n        raise HTTPException(status_code=500, detail=f\"Error reading overview.md: {e}\")",
-    "start_line": 108,
-    "end_line": 136,
-    "has_docstring": true,
-    "docstring": "Serve the overview page as the main page.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function index",
-    "component_id": "codewiki\\src\\fe\\visualise_docs.py::index",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\visualise_docs.py::serve_doc": {
-    "id": "codewiki\\src\\fe\\visualise_docs.py::serve_doc",
-    "name": "serve_doc",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
-    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\template_utils.py::render_template",
-      "codewiki\\src\\fe\\visualise_docs.py::get_file_title",
-      "codewiki\\src\\fe\\visualise_docs.py::initialize_globals",
-      "codewiki\\src\\fe\\visualise_docs.py::markdown_to_html"
-    ],
-    "source_code": "async def serve_doc(filename: str):\n    \"\"\"Serve individual documentation files.\"\"\"\n    initialize_globals()\n    \n    if DOCS_FOLDER is None:\n        raise HTTPException(status_code=500, detail=\"Documentation folder not configured. Please set DOCS_FOLDER environment variable or run with --docs-folder argument.\")\n    \n    # Security check: ensure we're only serving .md files and they exist in the docs folder\n    if not filename.endswith('.md'):\n        raise HTTPException(status_code=404, detail=\"Only markdown files are supported\")\n    \n    file_path = Path(DOCS_FOLDER) / filename\n    \n    # Ensure the file is within the docs folder (prevent directory traversal)\n    try:\n        file_path = file_path.resolve()\n        docs_folder_resolved = Path(DOCS_FOLDER).resolve()\n        if not str(file_path).startswith(str(docs_folder_resolved)):\n            raise HTTPException(status_code=403, detail=\"Access denied\")\n    except Exception:\n        raise HTTPException(status_code=403, detail=\"Invalid file path\")\n    \n    if not file_path.exists():\n        raise HTTPException(status_code=404, detail=f\"File {filename} not found\")\n    \n    try:\n        content = file_manager.load_text(file_path)\n        \n        html_content = markdown_to_html(content)\n        title = get_file_title(file_path)\n        \n        context = {\n            \"title\": title,\n            \"content\": html_content,\n            \"navigation\": MODULE_TREE,\n            \"current_page\": filename\n        }\n        \n        return HTMLResponse(content=render_template(DOCS_VIEW_TEMPLATE, context))\n        \n    except Exception as e:\n        raise HTTPException(status_code=500, detail=f\"Error reading {filename}: {e}\")",
-    "start_line": 140,
-    "end_line": 181,
-    "has_docstring": true,
-    "docstring": "Serve individual documentation files.",
-    "parameters": [
-      "filename"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function serve_doc",
-    "component_id": "codewiki\\src\\fe\\visualise_docs.py::serve_doc",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\visualise_docs.py::main": {
-    "id": "codewiki\\src\\fe\\visualise_docs.py::main",
-    "name": "main",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\visualise_docs.py",
-    "relative_path": "codewiki\\src\\fe\\visualise_docs.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\visualise_docs.py::load_module_tree"
-    ],
-    "source_code": "def main():\n    \"\"\"Main function to run the documentation server.\"\"\"\n    parser = argparse.ArgumentParser(\n        description=\"Simple documentation server for hosting markdown documentation folders\"\n    )\n    parser.add_argument(\n        \"--docs-folder\",\n        type=str,\n        required=True,\n        help=\"Path to the documentation folder containing markdown files and module_tree.json\"\n    )\n    parser.add_argument(\n        \"--port\",\n        type=int,\n        default=8000,\n        help=\"Port to run the server on (default: 8000)\"\n    )\n    parser.add_argument(\n        \"--host\",\n        type=str,\n        default=\"127.0.0.1\",\n        help=\"Host to bind the server to (default: 127.0.0.1)\"\n    )\n    parser.add_argument(\n        \"--debug\",\n        action=\"store_true\",\n        help=\"Run the server in debug mode\"\n    )\n    \n    args = parser.parse_args()\n    \n    # Validate docs folder\n    docs_folder = Path(args.docs_folder)\n    if not docs_folder.exists():\n        print(f\"Error: Documentation folder '{docs_folder}' does not exist\")\n        sys.exit(1)\n    \n    if not docs_folder.is_dir():\n        print(f\"Error: '{docs_folder}' is not a directory\")\n        sys.exit(1)\n    \n    # Check for overview.md\n    overview_file = docs_folder / \"overview.md\"\n    if not overview_file.exists():\n        print(f\"Warning: overview.md not found in '{docs_folder}'\")\n    \n    # Set global variables and environment variable for uvicorn reload\n    global DOCS_FOLDER, MODULE_TREE\n    DOCS_FOLDER = str(docs_folder.resolve())\n    MODULE_TREE = load_module_tree(docs_folder)\n    \n    # Set environment variable so uvicorn reload can pick it up\n    import os\n    os.environ['DOCS_FOLDER'] = DOCS_FOLDER\n    \n    print(f\"📚 Starting documentation server...\")\n    print(f\"📁 Documentation folder: {DOCS_FOLDER}\")\n    print(f\"🌐 Server running at: http://{args.host}:{args.port}\")\n    print(f\"📖 Main page: overview.md\")\n    \n    if MODULE_TREE:\n        modules_count = len(MODULE_TREE)\n        print(f\"🗂️  Found {modules_count} main modules in module_tree.json\")\n    \n    print(\"\\nPress Ctrl+C to stop the server\")\n    \n    try:\n        import uvicorn\n        uvicorn.run(\n            \"visualise_docs:app\",\n            host=args.host,\n            port=args.port,\n            reload=args.debug,\n            log_level=\"debug\" if args.debug else \"info\"\n        )\n    except KeyboardInterrupt:\n        print(\"\\n👋 Server stopped\")",
-    "start_line": 188,
-    "end_line": 264,
-    "has_docstring": true,
-    "docstring": "Main function to run the documentation server.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function main",
-    "component_id": "codewiki\\src\\fe\\visualise_docs.py::main",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\web_app.py::index_get": {
-    "id": "codewiki\\src\\fe\\web_app.py::index_get",
-    "name": "index_get",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
-    "relative_path": "codewiki\\src\\fe\\web_app.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\web_app.py::index_get"
-    ],
-    "source_code": "async def index_get(request: Request):\n    \"\"\"Main page with form for submitting GitHub repositories.\"\"\"\n    return await web_routes.index_get(request)",
-    "start_line": 43,
-    "end_line": 45,
-    "has_docstring": true,
-    "docstring": "Main page with form for submitting GitHub repositories.",
-    "parameters": [
-      "request"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function index_get",
-    "component_id": "codewiki\\src\\fe\\web_app.py::index_get",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\web_app.py::index_post": {
-    "id": "codewiki\\src\\fe\\web_app.py::index_post",
-    "name": "index_post",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
-    "relative_path": "codewiki\\src\\fe\\web_app.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\web_app.py::index_post"
-    ],
-    "source_code": "async def index_post(request: Request, repo_url: str = Form(...), commit_id: str = Form(\"\")):\n    \"\"\"Handle repository submission.\"\"\"\n    return await web_routes.index_post(request, repo_url, commit_id)",
-    "start_line": 49,
-    "end_line": 51,
-    "has_docstring": true,
-    "docstring": "Handle repository submission.",
-    "parameters": [
-      "request",
-      "repo_url",
-      "commit_id"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function index_post",
-    "component_id": "codewiki\\src\\fe\\web_app.py::index_post",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\web_app.py::get_job_status": {
-    "id": "codewiki\\src\\fe\\web_app.py::get_job_status",
-    "name": "get_job_status",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
-    "relative_path": "codewiki\\src\\fe\\web_app.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\web_app.py::get_job_status"
-    ],
-    "source_code": "async def get_job_status(job_id: str):\n    \"\"\"API endpoint to get job status.\"\"\"\n    return await web_routes.get_job_status(job_id)",
-    "start_line": 55,
-    "end_line": 57,
-    "has_docstring": true,
-    "docstring": "API endpoint to get job status.",
-    "parameters": [
-      "job_id"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function get_job_status",
-    "component_id": "codewiki\\src\\fe\\web_app.py::get_job_status",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\web_app.py::view_docs": {
-    "id": "codewiki\\src\\fe\\web_app.py::view_docs",
-    "name": "view_docs",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
-    "relative_path": "codewiki\\src\\fe\\web_app.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\web_app.py::view_docs"
-    ],
-    "source_code": "async def view_docs(job_id: str):\n    \"\"\"View generated documentation.\"\"\"\n    return await web_routes.view_docs(job_id)",
-    "start_line": 61,
-    "end_line": 63,
-    "has_docstring": true,
-    "docstring": "View generated documentation.",
-    "parameters": [
-      "job_id"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function view_docs",
-    "component_id": "codewiki\\src\\fe\\web_app.py::view_docs",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\web_app.py::serve_generated_docs": {
-    "id": "codewiki\\src\\fe\\web_app.py::serve_generated_docs",
-    "name": "serve_generated_docs",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
-    "relative_path": "codewiki\\src\\fe\\web_app.py",
-    "depends_on": [
-      "codewiki\\src\\fe\\web_app.py::serve_generated_docs"
-    ],
-    "source_code": "async def serve_generated_docs(job_id: str, filename: str = \"overview.md\"):\n    \"\"\"Serve generated documentation files.\"\"\"\n    if not filename: \n        filename = \"overview.md\"\n    return await web_routes.serve_generated_docs(job_id, filename)",
-    "start_line": 68,
-    "end_line": 72,
-    "has_docstring": true,
-    "docstring": "Serve generated documentation files.",
-    "parameters": [
-      "job_id",
-      "filename"
-    ],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function serve_generated_docs",
-    "component_id": "codewiki\\src\\fe\\web_app.py::serve_generated_docs",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\fe\\web_app.py::main": {
-    "id": "codewiki\\src\\fe\\web_app.py::main",
-    "name": "main",
-    "component_type": "function",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\fe\\web_app.py",
-    "relative_path": "codewiki\\src\\fe\\web_app.py",
-    "depends_on": [],
-    "source_code": "def main():\n    \"\"\"Main function to run the web application.\"\"\"\n    import uvicorn\n    \n    parser = argparse.ArgumentParser(\n        description=\"CodeWiki Web Application - Generate documentation for GitHub repositories\"\n    )\n    parser.add_argument(\n        \"--host\",\n        type=str,\n        default=WebAppConfig.DEFAULT_HOST,\n        help=f\"Host to bind the server to (default: {WebAppConfig.DEFAULT_HOST})\"\n    )\n    parser.add_argument(\n        \"--port\",\n        type=int,\n        default=WebAppConfig.DEFAULT_PORT,\n        help=f\"Port to run the server on (default: {WebAppConfig.DEFAULT_PORT})\"\n    )\n    parser.add_argument(\n        \"--debug\",\n        action=\"store_true\",\n        help=\"Run the server in debug mode\"\n    )\n    parser.add_argument(\n        \"--reload\",\n        action=\"store_true\",\n        help=\"Enable auto-reload for development\"\n    )\n    \n    args = parser.parse_args()\n    \n    # Ensure required directories exist\n    WebAppConfig.ensure_directories()\n    \n    # Start background worker\n    background_worker.start()\n    \n    print(f\"🚀 CodeWiki Web Application starting...\")\n    print(f\"🌐 Server running at: http://{args.host}:{args.port}\")\n    print(f\"📁 Cache directory: {WebAppConfig.get_absolute_path(WebAppConfig.CACHE_DIR)}\")\n    print(f\"🗂️  Temp directory: {WebAppConfig.get_absolute_path(WebAppConfig.TEMP_DIR)}\")\n    print(\"\\nPress Ctrl+C to stop the server\")\n    \n    try:\n        uvicorn.run(\n            \"fe.web_app:app\",\n            host=args.host,\n            port=args.port,\n            reload=args.reload,\n            log_level=\"debug\" if args.debug else \"info\"\n        )\n    except KeyboardInterrupt:\n        print(\"\\n👋 Server stopped\")\n        background_worker.stop()",
-    "start_line": 75,
-    "end_line": 129,
-    "has_docstring": true,
-    "docstring": "Main function to run the web application.",
-    "parameters": [],
-    "node_type": "function",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "function main",
-    "component_id": "codewiki\\src\\fe\\web_app.py::main",
-    "language": null,
-    "qualified_name": null
-  },
-  "codewiki\\src\\utils.py::FileManager": {
-    "id": "codewiki\\src\\utils.py::FileManager",
-    "name": "FileManager",
-    "component_type": "class",
-    "file_path": "D:\\repos\\CodeWiki-CN\\codewiki\\src\\utils.py",
-    "relative_path": "codewiki\\src\\utils.py",
-    "depends_on": [],
-    "source_code": "class FileManager:\n    \"\"\"Handles file I/O operations.\"\"\"\n    \n    @staticmethod\n    def ensure_directory(path: str) -> None:\n        \"\"\"Create directory if it doesn't exist.\"\"\"\n        os.makedirs(path, exist_ok=True)\n    \n    @staticmethod\n    def save_json(data: Any, filepath: str) -> None:\n        \"\"\"Save data as JSON to file.\"\"\"\n        with open(filepath, 'w') as f:\n            json.dump(data, f, indent=4)\n    \n    @staticmethod\n    def load_json(filepath: str) -> Optional[Dict[str, Any]]:\n        \"\"\"Load JSON from file, return None if file doesn't exist.\"\"\"\n        if not os.path.exists(filepath):\n            return None\n        \n        with open(filepath, 'r') as f:\n            return json.load(f)\n    \n    @staticmethod\n    def save_text(content: str, filepath: str) -> None:\n        \"\"\"Save text content to file.\"\"\"\n        with open(filepath, 'w') as f:\n            f.write(content)\n    \n    @staticmethod\n    def load_text(filepath: str) -> str:\n        \"\"\"Load text content from file.\"\"\"\n        with open(filepath, 'r') as f:\n            return f.read()",
-    "start_line": 10,
-    "end_line": 43,
-    "has_docstring": true,
-    "docstring": "Handles file I/O operations.",
-    "parameters": null,
-    "node_type": "class",
-    "base_classes": null,
-    "class_name": null,
-    "display_name": "class FileManager",
-    "component_id": "codewiki\\src\\utils.py::FileManager",
-    "language": null,
-    "qualified_name": null
-  }
-}
\ No newline at end of file
diff --git "a/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md" "b/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
deleted file mode 100644
index 52f32257..00000000
--- "a/repowiki/\344\276\235\350\265\226\345\210\206\346\236\220\345\231\250.md"
+++ /dev/null
@@ -1,217 +0,0 @@
-# 依赖分析器
-
-## 模块概述
-
-依赖分析器是 CodeWiki-CN 的代码理解基础层，负责将源代码仓库转化为结构化的依赖图数据。该模块支持 9 种编程语言的代码分析——Python 使用内置 `ast` 模块进行 AST 解析，其余 8 种语言（Java、JavaScript、TypeScript、C、C++、C#、PHP、Kotlin）使用 Tree-sitter 增量解析框架。分析产出包括代码组件（类、函数、方法等）的元数据、组件间的调用与依赖关系、以及经过拓扑排序的叶子节点列表。
-
-作为文档生成管线的第一阶段，依赖分析器的输出质量直接决定了后续模块聚类和文档生成的准确性。它需要处理多语言语法差异、导入解析、外部符号过滤、循环依赖打破等复杂问题，同时保证在面对大型仓库时的性能和稳定性。
-
-## 子模块架构
-
-```mermaid
-graph TD
-    subgraph Analyzer["依赖分析器"]
-        Service["分析服务"]
-        LangAnalyzer["语言分析器"]
-        DataModel["数据模型与算法"]
-        AnalyzerTools["分析器工具"]
-    end
-
-    subgraph Engine["后端核心引擎"]
-        DocGen["DocumentationGenerator"]
-    end
-
-    subgraph MCP["MCP 协议服务器"]
-        MCPTools["MCP 工具集"]
-    end
-
-    DocGen --> Service
-    MCPTools --> Service
-    Service --> LangAnalyzer
-    Service --> DataModel
-    LangAnalyzer --> AnalyzerTools
-```
-
-## 子模块说明
-
-### 分析服务
-
-[分析服务](分析服务.md) 是依赖分析引擎的核心编排层，协调文件结构扫描、多语言 AST 解析、调用图构建等子流程。
-
-**核心组件：**
-
-| 组件 | 职责 |
-|------|------|
-| `DependencyGraphBuilder` | 面向文档生成流程的高层接口，封装从解析到叶子节点输出的完整流程 |
-| `DependencyParser` | 依赖分析的顶层入口，将仓库路径转化为组件字典 |
-| `AnalysisService` | 分析流程的中枢调度器，支持完整分析、结构分析和本地分析三种模式 |
-| `CallGraphAnalyzer` | 多语言调用图分析的核心执行器，负责逐文件解析和跨语言关系解析 |
-| `RepoAnalyzer` | 仓库文件结构的递归扫描，支持包含/排除模式过滤 |
-| `Cloning Utilities` | GitHub 仓库浅克隆与安全清理 |
-
-**分析流程：**
-
-```mermaid
-graph TD
-    Input["GitHub URL 或本地路径"] --> Clone["浅克隆仓库"]
-    Clone --> Structure["RepoAnalyzer 文件结构扫描"]
-    Structure --> Filter["按扩展名过滤代码文件"]
-    Filter --> Dispatch["CallGraphAnalyzer 语言路由"]
-    Dispatch --> LangParsers["各语言分析器"]
-    LangParsers --> Nodes["Node 列表"]
-    LangParsers --> Rels["CallRelationship 列表"]
-    Nodes --> Parser["DependencyParser 组件构建"]
-    Rels --> Parser
-    Parser --> Graph["DependencyGraphBuilder 图构建"]
-    Graph --> Leaves["叶子节点输出"]
-```
-
-**调用关系解析策略**（按优先级）：精确匹配 → `::` 后缀匹配 → `.` 尾部匹配 → Java 同包推断 → 简单名兜底。每个文件分析设置 30 秒超时保护。
-
-**支持的语言**：Python、JavaScript、TypeScript、Java、C#、C、C++、PHP、Kotlin。
-
-### 语言分析器
-
-[语言分析器](语言分析器.md) 是依赖分析引擎的多语言 AST 解析层，为每种语言提供专门的语法分析器。
-
-**分析器矩阵：**
-
-| 语言 | 分析器 | 解析技术 | 提取的组件类型 |
-|------|--------|---------|--------------|
-| Python | PythonASTAnalyzer | Python ast 模块 | class, function, method |
-| Java | TreeSitterJavaAnalyzer | tree-sitter-java | class, interface, enum, record, annotation, method |
-| JavaScript | TreeSitterJSAnalyzer | tree-sitter-javascript | class, interface, function, method |
-| TypeScript | TreeSitterTSAnalyzer | tree-sitter-typescript | class, interface, function, method |
-| C | TreeSitterCAnalyzer | tree-sitter-c | function, struct |
-| C++ | TreeSitterCppAnalyzer | tree-sitter-cpp | class, struct, function, method |
-| C# | TreeSitterCSharpAnalyzer | tree-sitter-csharp | class, interface, struct, method |
-| PHP | TreeSitterPHPAnalyzer | tree-sitter-php | class, interface, function, method |
-| Kotlin | TreeSitterKotlinAnalyzer | tree-sitter-kotlin | class, function, method |
-
-**统一接口**：所有分析器返回 `(List[Node], List[CallRelationship])` 元组，对上层透明。
-
-**语言特殊处理：**
-- Java 分析器实现完整的 import map（简单名 → 全限定名），支持变量类型推断
-- JavaScript 分析器支持 5 种函数声明形式和 JSDoc 类型依赖提取
-- PHP 分析器使用 `NamespaceResolver` 处理 `use` 声明和命名空间规则
-- C/C++ 分析器通过内容启发式判断 `.h` 头文件的归属语言
-
-### 数据模型与算法
-
-[数据模型与算法](数据模型与算法.md) 为依赖分析引擎提供基础数据结构和图算法支持。
-
-**核心数据模型：**
-
-| 模型 | 用途 |
-|------|------|
-| `Node` | 代码组件的统一表示（类/函数/方法），含 ID、源码、行号、依赖集合等 |
-| `CallRelationship` | 组件间的调用/依赖关系，含 caller、callee、行号、解析状态 |
-| `AnalysisResult` | 完整分析结果容器，聚合组件、关系、文件树、统计摘要 |
-| `Repository` | 仓库基本信息（URL、名称、克隆路径） |
-
-**核心图算法：**
-
-| 算法 | 功能 | 复杂度 |
-|------|------|--------|
-| Tarjan 强连通分量 | 检测循环依赖 | O(V+E) |
-| `resolve_cycles` | 打破循环依赖（移除最弱边） | - |
-| `topological_sort` | 基于入度的 Kahn 拓扑排序 | O(V+E) |
-| `dependency_first_dfs` | 深度优先的依赖优先遍历 | O(V+E) |
-| `build_graph_from_components` | 从组件字典构建邻接表 | O(V+E) |
-| `get_leaf_nodes` | 识别叶子节点并多重过滤 | - |
-
-**叶子节点过滤策略**：按组件类型过滤（优先 class/interface/struct，C 项目回退到 function）→ 排除无效标识符 → 数量控制（超过 400 个时进一步筛选）。
-
-### 分析器工具
-
-[分析器工具](分析器工具.md) 为各语言分析器和分析服务提供横切关注点的实现。
-
-**四大工具模块：**
-
-| 模块 | 职责 |
-|------|------|
-| `external_symbols` | 维护各语言标准库符号集合，分层过滤外部依赖 |
-| `logging_config` | 基于 colorama 的彩色日志格式化，5 级彩色输出 |
-| `patterns` | 定义入口点、高连接度文件、代码扩展名映射（30+ 种）、忽略模式等 |
-| `security` | 安全文件访问：符号链接拒绝 + 路径逃逸检测 + O_NOFOLLOW 系统级防护 |
-
-**外部符号分层过滤策略：**
-
-```mermaid
-graph TD
-    Symbol["Callee Symbol"] --> JCheck{"java./javax./jdk. 前缀?"}
-    JCheck -->|是| External["外部符号"]
-    JCheck -->|否| StdCheck{"std:: 前缀?"}
-    StdCheck -->|是| External
-    StdCheck -->|否| LangCheck{"按语言查表"}
-    LangCheck --> JavaSet["JAVA_EXTERNAL_SYMBOLS"]
-    LangCheck --> CppSet["CPP_EXTERNAL_SYMBOLS"]
-    LangCheck --> CSet["C_EXTERNAL_SYMBOLS"]
-    JavaSet --> Result{"匹配?"}
-    CppSet --> Result
-    CSet --> Result
-    Result -->|是| External
-    Result -->|否| Internal["项目内部符号"]
-```
-
-## 完整数据流
-
-```mermaid
-graph TD
-    subgraph Input["输入"]
-        Repo["代码仓库"]
-        Cfg["Config"]
-    end
-
-    subgraph Phase1["文件扫描"]
-        RA["RepoAnalyzer"]
-        Filter["文件过滤"]
-    end
-
-    subgraph Phase2["AST 解析"]
-        CGA["CallGraphAnalyzer"]
-        PY["Python AST"]
-        TS["Tree-sitter"]
-    end
-
-    subgraph Phase3["图构建"]
-        DP["DependencyParser"]
-        DGB["DependencyGraphBuilder"]
-        Topo["拓扑排序"]
-    end
-
-    subgraph Output["输出"]
-        Components["组件字典"]
-        LeafNodes["叶子节点列表"]
-        GraphJSON["dependency_graph.json"]
-    end
-
-    Repo --> RA
-    Cfg --> RA
-    RA --> Filter
-    Filter --> CGA
-    CGA --> PY
-    CGA --> TS
-    PY --> DP
-    TS --> DP
-    DP --> DGB
-    DGB --> Topo
-    Topo --> Components
-    Topo --> LeafNodes
-    DGB --> GraphJSON
-```
-
-## 与其他模块的关系
-
-- **[后端核心引擎](后端核心引擎.md)**：`DocumentationGenerator` 在第一阶段调用 `DependencyGraphBuilder` 获取组件和叶子节点
-- **[MCP 协议服务器](MCP%20协议服务器.md)**：MCP 的 `analyze_repo` 工具调用 `DependencyGraphBuilder` 执行仓库分析
-- **[CLI 命令行工具](CLI%20命令行工具.md)**：CLI 的 `generate` 命令间接触发依赖分析流程
-
-## 设计要点
-
-1. **语言专门化**：每种语言使用最适合的解析技术——Python 用内置 AST（零依赖），其他用 Tree-sitter（增量解析）
-2. **环容忍性**：所有图算法先调用 `resolve_cycles` 打破循环依赖，确保拓扑排序不会死锁
-3. **安全优先**：符号链接拒绝、路径逃逸检测、O_NOFOLLOW 系统级防护，三层独立防线
-4. **延迟导入**：分析器模块使用延迟导入，避免初始化时加载所有语言解析器
-5. **超时保护**：每个文件分析 30 秒超时，浅克隆 5 分钟超时，防止大型仓库阻塞
-6. **容错设计**：单文件分析失败不影响整体流程，无效标识符自动过滤，编码错误多级回退
diff --git "a/repowiki/\345\205\261\344\272\253\345\237\272\347\241\200\350\256\276\346\226\275.md" "b/repowiki/\345\205\261\344\272\253\345\237\272\347\241\200\350\256\276\346\226\275.md"
deleted file mode 100644
index 510deb13..00000000
--- "a/repowiki/\345\205\261\344\272\253\345\237\272\347\241\200\350\256\276\346\226\275.md"
+++ /dev/null
@@ -1,201 +0,0 @@
-# 共享基础设施
-
-## 模块概述
-
-共享基础设施模块包含 CodeWiki-CN 项目中被多个子系统共同使用的基础组件：全局配置管理器（Config）和文件 I/O 工具类（FileManager）。Config 封装了仓库路径、LLM 参数、输出目录等全局配置信息，支持从命令行参数和 CLI 上下文两种创建方式。FileManager 提供统一的 JSON 和文本文件读写接口，简化各模块的文件操作。这两个组件作为项目的底层基础设施，被分析服务、语言分析器、Web 前端等多个模块广泛依赖。
-
-## 核心功能
-
-- **全局配置管理**：封装仓库路径、LLM 配置、输出目录、Agent 指令等全局参数
-- **多入口配置创建**：支持从命令行参数和 CLI 上下文两种场景构建配置
-- **Agent 指令定制**：支持通过 agent_instructions 自定义文档类型、关注模块、包含/排除模式
-- **统一文件 I/O**：提供 JSON 序列化/反序列化和文本文件读写的统一接口
-- **目录管理**：自动创建必要的输出目录结构
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph SharedInfra[共享基础设施]
-        CFG[Config]
-        FM[FileManager]
-    end
-    subgraph Consumers[消费者模块]
-        AS[分析服务]
-        LA[语言分析器]
-        DGB[DependencyGraphBuilder]
-        BW[BackgroundWorker]
-        WR[WebRoutes]
-        CM[CacheManager]
-    end
-    AS --> CFG
-    AS --> FM
-    DGB --> CFG
-    DGB --> FM
-    BW --> CFG
-    BW --> FM
-    WR --> FM
-    CM --> FM
-    LA --> CFG
-```
-
-## 组件详解
-
-### Config（全局配置管理器）
-
-**源文件**：`codewiki/src/config.py`
-
-Config 是整个 CodeWiki-CN 系统的配置中枢，封装了从仓库分析到文档生成的全部配置参数。
-
-**配置字段：**
-
-| 字段 | 类型 | 说明 |
-|------|------|------|
-| `repo_path` | str | 被分析仓库的本地路径 |
-| `output_dir` | str | 输出根目录 |
-| `dependency_graph_dir` | str | 依赖图输出目录 |
-| `docs_dir` | str | 文档输出目录 |
-| `max_depth` | int | 层次分解的最大深度 |
-| `llm_base_url` | str | LLM API 基础 URL |
-| `llm_api_key` | str | LLM API 密钥 |
-| `main_model` | str | 主模型名称 |
-| `cluster_model` | str | 聚类模型名称 |
-| `fallback_model` | str | 备用模型名称 |
-| `provider` | str | LLM 提供商（openai-compatible/anthropic/bedrock/azure-openai） |
-| `aws_region` | str | AWS 区域（Bedrock 提供商时使用） |
-| `api_version` | str | Azure OpenAI API 版本 |
-| `azure_deployment` | str | Azure OpenAI 部署名称 |
-| `max_tokens` | int | LLM 最大 token 数 |
-| `max_token_per_module` | int | 每模块最大 token 数 |
-| `max_token_per_leaf_module` | int | 每叶子模块最大 token 数 |
-| `agent_instructions` | Optional[Dict] | Agent 自定义指令 |
-
-**配置创建方式：**
-
-```mermaid
-graph TD
-    subgraph CreationMethods[创建方式]
-        FA[from_args - Web 场景]
-        FC[from_cli - CLI 场景]
-    end
-    subgraph WebFlow[Web 流程]
-        A1[argparse Namespace] --> FA
-        FA --> B1[Config instance]
-    end
-    subgraph CLIFlow[CLI 流程]
-        C1[CLI parameters] --> FC
-        FC --> D1[Config instance]
-    end
-```
-
-**from_args（Web 场景）：**
-- 从 `argparse.Namespace` 对象创建
-- 使用全局环境变量中的 LLM 配置
-- 输出目录基于全局 OUTPUT_BASE_DIR
-- 仓库名称自动清洗为安全文件名
-
-**from_cli（CLI 场景）：**
-- 接受完整的参数列表，包含所有 LLM 配置
-- 支持多提供商（OpenAI、Anthropic、Bedrock、Azure）
-- 支持 Agent 指令自定义
-- 临时输出目录和最终输出目录分离
-
-**Agent 指令属性：**
-
-Config 通过属性访问器从 `agent_instructions` 字典中提取定制化配置：
-
-| 属性 | 说明 | 示例值 |
-|------|------|--------|
-| `include_patterns` | 文件包含模式 | ["*.py", "*.js"] |
-| `exclude_patterns` | 文件排除模式 | ["*Tests*"] |
-| `focus_modules` | 重点关注模块 | ["auth", "api"] |
-| `doc_type` | 文档类型 | "api", "architecture", "user-guide", "developer" |
-| `custom_instructions` | 自定义指令文本 | 自由文本 |
-
-**get_prompt_addition() 方法：**
-根据 Agent 指令生成 LLM 提示词的附加内容：
-- 文档类型指令：API 文档关注端点和参数，架构文档关注系统设计
-- 重点模块提示：引导 LLM 对指定模块提供更详细的文档
-- 自定义指令：直接附加用户提供的文本
-
-### FileManager（文件 I/O 工具类）
-
-**源文件**：`codewiki/src/utils.py`
-
-FileManager 是全局唯一的文件操作单例，提供统一的文件 I/O 接口。
-
-**方法定义：**
-
-| 方法 | 说明 | 使用场景 |
-|------|------|----------|
-| `ensure_directory(path)` | 递归创建目录 | 初始化输出目录 |
-| `save_json(data, filepath)` | 序列化并保存 JSON | 保存依赖图、缓存索引、任务状态 |
-| `load_json(filepath)` | 加载 JSON 文件 | 读取依赖图、缓存索引、模块树 |
-| `save_text(content, filepath)` | 保存文本文件 | 写入生成的 Markdown 文档 |
-| `load_text(filepath)` | 读取文本文件 | 读取源代码、README、文档内容 |
-
-**使用模式：**
-
-```mermaid
-graph TD
-    subgraph WriteOps[写入操作]
-        SJ[save_json] --> JF[JSON Files]
-        ST[save_text] --> TF[Text Files]
-        ED[ensure_directory] --> DIR[Directories]
-    end
-    subgraph ReadOps[读取操作]
-        LJ[load_json] --> JD[Dict or None]
-        LT[load_text] --> TD[String]
-    end
-    subgraph UseCases[使用场景]
-        DG[Dependency Graph JSON]
-        CI[Cache Index JSON]
-        JS[Job Status JSON]
-        MT[Module Tree JSON]
-        MD[Markdown Docs]
-        SC[Source Code]
-    end
-    SJ --> DG
-    SJ --> CI
-    SJ --> JS
-    LJ --> MT
-    ST --> MD
-    LT --> SC
-```
-
-**容错设计：**
-- `load_json` 在文件不存在时返回 `None`，而不是抛出异常
-- `ensure_directory` 使用 `exist_ok=True`，幂等操作
-- JSON 序列化使用 4 空格缩进，便于人工检查
-
-## 配置流转
-
-```mermaid
-graph TD
-    A[Environment Variables] --> B[Global Constants]
-    B --> C[Config.from_args / from_cli]
-    C --> D[Config Instance]
-    D --> E[DependencyGraphBuilder]
-    D --> F[AnalysisService]
-    D --> G[DocumentationGenerator]
-    E --> H[repo_path + include/exclude patterns]
-    F --> I[dependency_graph_dir + output paths]
-    G --> J[docs_dir + LLM config + agent_instructions]
-```
-
-## 与其他模块的关系
-
-- [分析服务](分析服务.md)：AnalysisService 通过 Config 获取仓库路径，DependencyGraphBuilder 使用 Config 确定输出目录
-- [语言分析器](语言分析器.md)：各分析器通过 Config 获取仓库路径以计算相对路径
-- [数据模型与算法](数据模型与算法.md)：FileManager 用于依赖图 JSON 的读写
-- [分析器工具](分析器工具.md)：patterns 模块中的 DEFAULT_IGNORE_PATTERNS 被 Config 的 include/exclude 机制使用
-- [Web 前端服务](Web 前端服务.md)：BackgroundWorker 通过 Config.from_args 创建配置，CacheManager 和 WebRoutes 使用 FileManager
-
-## 设计要点
-
-1. **单例模式**：FileManager 以全局单例 `file_manager` 形式提供，避免重复实例化
-2. **多入口配置**：Config 提供 from_args 和 from_cli 两种工厂方法，分别服务 Web 和 CLI 场景
-3. **指令扩展性**：agent_instructions 字典设计允许无限扩展自定义配置，而无需修改 Config 类结构
-4. **提供商抽象**：Config 支持多种 LLM 提供商配置，通过 provider 字段区分
-5. **幂等操作**：ensure_directory 和 load_json 的容错设计确保重复调用不会出错
-6. **路径安全**：仓库名称自动清洗为字母数字组合，防止文件系统注入
\ No newline at end of file
diff --git "a/repowiki/\345\210\206\346\236\220\345\231\250\345\267\245\345\205\267.md" "b/repowiki/\345\210\206\346\236\220\345\231\250\345\267\245\345\205\267.md"
deleted file mode 100644
index 414eb2d2..00000000
--- "a/repowiki/\345\210\206\346\236\220\345\231\250\345\267\245\345\205\267.md"
+++ /dev/null
@@ -1,228 +0,0 @@
-# 分析器工具
-
-## 模块概述
-
-分析器工具模块为 CodeWiki-CN 的依赖分析引擎提供基础支撑设施，包括外部符号识别、日志配置、代码模式匹配和安全文件访问四大功能。这些工具模块不直接参与 AST 解析或依赖图构建，而是为各语言分析器和分析服务提供横切关注点的实现，确保分析过程的正确性、安全性和可观测性。
-
-## 核心功能
-
-- **外部符号过滤**：识别各语言的标准库和运行时符号，避免将外部依赖误判为项目组件
-- **彩色日志输出**：提供分级别彩色日志格式化，提升分析过程的可观测性
-- **代码模式匹配**：定义入口点、高连接度文件、关键函数等识别模式
-- **安全文件访问**：防止符号链接攻击和路径逃逸，确保仓库分析的安全性
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph Analyzers[语言分析器]
-        JA[Java Analyzer]
-        PYA[Python Analyzer]
-        JSA[JS Analyzer]
-        CA[C/C++ Analyzer]
-    end
-    subgraph Utils[分析器工具]
-        ES[external_symbols]
-        LC[logging_config]
-        PA[patterns]
-        SE[security]
-    end
-    JA --> ES
-    CA --> ES
-    JA --> PA
-    PYA --> PA
-    JSA --> PA
-    CA --> SE
-    PYA --> SE
-    JA --> LC
-    PYA --> LC
-```
-
-## 组件详解
-
-### external_symbols（外部符号识别）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/utils/external_symbols.py`
-
-该模块维护各语言的标准库符号集合，用于在调用关系解析阶段过滤外部依赖。
-
-**核心数据结构：**
-
-| 符号集合 | 覆盖范围 | 示例 |
-|----------|----------|------|
-| `C_EXTERNAL_SYMBOLS` | C 标准库函数 | printf, malloc, strlen, fopen, memcpy |
-| `CPP_EXTERNAL_SYMBOLS` | C++ STL 成员 + C 标准库 | vector, string, push_back, shared_ptr, make_unique |
-| `JAVA_EXTERNAL_SYMBOLS` | java.lang 类型 | String, Integer, Object, Exception, Thread |
-| `JAVA_OBJECT_METHODS` | Object 继承方法 | equals, hashCode, toString, clone, wait |
-| `CPP_STANDARD_HEADERS` | C++ 标准头文件 | algorithm, vector, iostream, memory |
-| `NON_MACRO_UPPER` | 非宏的大写常量 | NULL, TRUE, FALSE, EOF |
-
-**核心函数：**
-
-| 函数 | 说明 |
-|------|------|
-| `is_external_symbol(language, symbol)` | 分层判断符号是否为外部符号 |
-| `is_macro_name(token)` | 启发式判断是否为 C/C++ 宏名称 |
-| `normalize_symbol(symbol)` | 规范化符号名，去除限定符和指针标记 |
-
-**分层过滤策略：**
-
-```mermaid
-graph TD
-    A[Callee Symbol] --> B{Starts with java./javax./jdk./sun.?}
-    B -->|Yes| C[External]
-    B -->|No| D{Starts with std::?}
-    D -->|Yes| C
-    D -->|No| E{Language == java?}
-    E -->|Yes| F{Has dot qualifier?}
-    F -->|Yes| G[Not external - check project package]
-    F -->|No| H{In JAVA_EXTERNAL_SYMBOLS?}
-    H -->|Yes| C
-    H -->|No| I[Not external]
-    E -->|No| J[Normalize symbol]
-    J --> K{Language == cpp?}
-    K -->|Yes| L{In CPP_EXTERNAL_SYMBOLS?}
-    K -->|No| M{Language == c?}
-    M -->|Yes| N{In C_EXTERNAL_SYMBOLS?}
-    L -->|Yes| C
-    L -->|No| I
-    N -->|Yes| C
-    N -->|No| I
-```
-
-**宏名称判断规则**：匹配 `^[A-Z][A-Z0-9_]*$` 且长度≥4或含下划线，且不在 `NON_MACRO_UPPER` 集合中。宏永远不会被提取为组件，因此对宏的调用永远无法解析为项目函数。
-
-### logging_config（彩色日志配置）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/utils/logging_config.py`
-
-基于 colorama 的彩色日志格式化系统，为分析过程提供分级彩色输出。
-
-**核心组件：**
-
-**ColoredFormatter（彩色格式化器）：**
-
-| 日志级别 | 颜色 | 用途 |
-|----------|------|------|
-| DEBUG | 蓝色 | 开发调试信息 |
-| INFO | 青色 | 正常操作消息 |
-| WARNING | 黄色 | 需要关注的警告 |
-| ERROR | 红色 | 错误消息 |
-| CRITICAL | 亮红色 | 严重问题 |
-
-额外颜色：时间戳为蓝色，模块名为品红色。
-
-**配置函数：**
-
-| 函数 | 说明 |
-|------|------|
-| `setup_logging(level)` | 配置全局根日志记录器 |
-| `setup_module_logging(name, level)` | 为特定模块配置独立日志记录器 |
-
-输出格式示例：`[14:30:25] INFO     Analyzing 42 source files...`
-
-### patterns（代码模式匹配）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/utils/patterns.py`
-
-定义用于代码分析和文件过滤的各种模式集合。
-
-**核心数据结构：**
-
-| 模式集合 | 用途 | 示例 |
-|----------|------|------|
-| `DEFAULT_IGNORE_PATTERNS` | 默认排除的目录和文件 | node_modules, .git, __pycache__, *.class, venv |
-| `DEFAULT_INCLUDE_PATTERNS` | 默认包含的文件扩展名 | *.py, *.js, *.ts, *.java, *.cpp, *.cs 等 30+ 种 |
-| `CODE_EXTENSIONS` | 扩展名到语言的映射 | .py→python, .java→java, .cpp→cpp |
-| `ENTRY_POINT_PATTERNS` | 入口点文件名 | main.py, index.js, server.go, app.rs |
-| `HIGH_CONNECTIVITY_PATTERNS` | 高连接度文件模式 | router, controller, service, handler, middleware |
-| `CRITICAL_FUNCTION_NAMES` | 关键函数名 | main, index, app, server, init, run |
-| `SOURCE_DIRECTORY_PATTERNS` | 源码目录模式 | src/, lib/, core/, pkg/, cmd/ |
-
-**工具函数：**
-
-| 函数 | 说明 |
-|------|------|
-| `is_entry_point_file(filename)` | 检查是否为入口点文件 |
-| `is_entry_point_path(filepath)` | 检查路径是否暗示入口点 |
-| `has_high_connectivity_potential(filename, filepath)` | 评估文件的连接度潜力 |
-| `is_critical_function(func_name, code_snippet)` | 判断函数是否关键 |
-| `find_fallback_entry_points(code_files, max_files)` | 回退入口点查找 |
-| `find_fallback_connectivity_files(code_files, max_files)` | 回退高连接度文件查找 |
-
-**CODE_EXTENSIONS 完整映射：**
-
-```mermaid
-graph LR
-    subgraph Python
-        PY[.py] --> PYL[python]
-    end
-    subgraph JavaScript
-        JSF[.js / .jsx / .mjs / .cjs] --> JSL[javascript]
-    end
-    subgraph TypeScript
-        TSF[.ts / .tsx] --> TSL[typescript]
-    end
-    subgraph JVM
-        JF[.java] --> JL[java]
-        KF[.kt / .kts] --> KL[kotlin]
-    end
-    subgraph Systems
-        CF[.c] --> CL[c]
-        CPPF[.cpp / .cc / .h / .hpp] --> CPPL[cpp]
-        CSF[.cs] --> CSL[csharp]
-    end
-    subgraph Others
-        GF[.go] --> GL[go]
-        RF[.rs] --> RL[rust]
-        PF[.php] --> PL[php]
-    end
-```
-
-### security（安全文件访问）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/utils/security.py`
-
-提供安全文件读取功能，防止恶意仓库通过符号链接或路径逃逸攻击。
-
-**核心函数：**
-
-| 函数 | 说明 |
-|------|------|
-| `_inside(base, target)` | 检查目标路径是否在基准目录内 |
-| `assert_safe_path(base_dir, target)` | 验证路径安全性，拒绝符号链接和逃逸路径 |
-| `safe_open_text(base_dir, target, encoding)` | 安全读取文本文件，使用 O_NOFOLLOW 标志 |
-
-**安全策略：**
-
-```mermaid
-graph TD
-    A[File Read Request] --> B{Is symlink?}
-    B -->|Yes| C[PermissionError - Symlink blocked]
-    B -->|No| D{Path inside base dir?}
-    D -->|No| E[PermissionError - Path escapes repo]
-    D -->|Yes| F[Open with O_RDONLY + O_NOFOLLOW]
-    F --> G[Read content as UTF-8]
-    G --> H[Return text]
-```
-
-**防护层次：**
-1. **符号链接拒绝**：`is_symlink()` 检查阻止任何形式的符号链接
-2. **路径逃逸检测**：`resolve().is_relative_to()` 确保解析后的路径仍在仓库目录内
-3. **系统级防护**：使用 `O_NOFOLLOW` 标志在系统调用层阻止符号链接跟随
-4. **编码容错**：使用 `errors="replace"` 处理非 UTF-8 编码文件
-
-## 与其他模块的关系
-
-- [分析服务](分析服务.md)：AnalysisService 使用 security 模块安全读取文件，使用 patterns 模块的扩展名映射
-- [语言分析器](语言分析器.md)：各语言分析器通过 external_symbols 过滤外部依赖，通过 patterns 获取语言配置
-- [数据模型与算法](数据模型与算法.md)：图算法中使用 external_symbols 判断未解析的 callee 是否为外部依赖
-- [共享基础设施](共享基础设施.md)：logging_config 提供全局日志配置，Config 使用 patterns 中的默认模式
-
-## 设计要点
-
-1. **分层外部符号过滤**：从命名空间前缀规则到具体符号集合，逐层缩小判断范围
-2. **零依赖安全**：security 模块仅使用 Python 标准库，不引入额外依赖
-3. **模式集合化**：将入口点、高连接度文件等识别规则集中管理，便于扩展和维护
-4. **跨平台日志**：使用 colorama 的 autoreset 确保 Windows/macOS/Linux 上颜色输出一致
-5. **防御性编程**：安全模块的每一层都是独立的防线，即使一层被绕过，后续层仍然生效
\ No newline at end of file
diff --git "a/repowiki/\345\210\206\346\236\220\346\234\215\345\212\241.md" "b/repowiki/\345\210\206\346\236\220\346\234\215\345\212\241.md"
deleted file mode 100644
index 500bec9d..00000000
--- "a/repowiki/\345\210\206\346\236\220\346\234\215\345\212\241.md"
+++ /dev/null
@@ -1,199 +0,0 @@
-# 分析服务
-
-## 模块概述
-
-分析服务（Analysis Service）是 CodeWiki-CN 依赖分析引擎的核心编排层，负责将源代码仓库转化为结构化的依赖图数据。该模块协调文件结构扫描、多语言 AST 解析、调用图构建、仓库克隆等多个子流程，为后续的文档生成提供完整的代码组件与依赖关系数据。
-
-## 核心功能
-
-- **仓库克隆与清理**：从 GitHub 克隆仓库到临时目录，分析完成后自动清理
-- **文件结构分析**：递归遍历仓库目录树，按包含/排除模式过滤代码文件
-- **多语言调用图分析**：协调各语言分析器（Python、Java、JavaScript 等），提取函数/类定义与调用关系
-- **依赖图构建**：将分析结果转化为组件字典与依赖图，输出叶子节点供文档生成使用
-- **结果持久化**：将依赖图序列化为 JSON 文件，供后续流程使用
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph EntryLayer[入口层]
-        DGB[DependencyGraphBuilder]
-    end
-    subgraph OrchestrationLayer[编排层]
-        AS[AnalysisService]
-        DP[DependencyParser]
-    end
-    subgraph AnalysisLayer[分析层]
-        CGA[CallGraphAnalyzer]
-        RA[RepoAnalyzer]
-    end
-    subgraph InfrastructureLayer[基础设施层]
-        CL[cloning utilities]
-    end
-    DGB --> DP
-    DGB --> AS
-    DP --> AS
-    AS --> CGA
-    AS --> RA
-    AS --> CL
-    CGA --> LA[Language Analyzers]
-```
-
-## 组件详解
-
-### DependencyParser（AST 依赖解析器）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/ast_parser.py`
-
-DependencyParser 是依赖分析的顶层入口，负责将仓库路径转化为结构化的组件字典。
-
-**核心职责：**
-- 接收仓库路径与可选的包含/排除模式
-- 调用 AnalysisService 完成文件结构分析和调用图分析
-- 将分析结果转化为 `Node` 对象字典，建立组件 ID 映射
-- 处理调用关系，将 caller-callee 映射到组件的 `depends_on` 集合
-- 将依赖图序列化为 JSON 文件
-
-**关键方法：**
-| 方法 | 说明 |
-|------|------|
-| `parse_repository()` | 解析仓库，返回组件字典 |
-| `_build_components_from_analysis()` | 从分析结果构建组件与关系 |
-| `save_dependency_graph()` | 保存依赖图为 JSON |
-
-**组件 ID 格式**：采用 `相对路径::名称` 格式，例如 `src/main.py::MyClass.method`。对于类成员，ID 包含类名前缀。
-
-### DependencyGraphBuilder（依赖图构建器）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/dependency_graphs_builder.py`
-
-DependencyGraphBuilder 是面向文档生成流程的高层接口，封装了从解析到输出叶子节点的完整流程。
-
-**核心职责：**
-- 创建 DependencyParser 实例并执行仓库解析
-- 调用 `build_graph_from_components` 和 `get_leaf_nodes` 构建可遍历的依赖图
-- 过滤叶子节点：仅保留 class/interface/struct 类型（C 项目回退到 function 类型）
-- 排除无效标识符（含 error/exception 等关键词的条目）
-
-**工作流程：**
-
-```mermaid
-graph LR
-    A[Config] --> B[DependencyParser]
-    B --> C[parse_repository]
-    C --> D[save_dependency_graph]
-    D --> E[build_graph_from_components]
-    E --> F[get_leaf_nodes]
-    F --> G[Filter Valid Types]
-    G --> H[Output components + leaf_nodes]
-```
-
-### AnalysisService（分析服务）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/analysis/analysis_service.py`
-
-AnalysisService 是整个分析流程的中枢调度器，支持多种分析模式和多语言处理。
-
-**核心职责：**
-- **完整分析** (`analyze_repository_full`)：克隆 → 结构分析 → 调用图分析 → 返回 AnalysisResult
-- **结构分析** (`analyze_repository_structure_only`)：轻量级文件结构扫描
-- **本地分析** (`analyze_local_repository`)：分析本地目录，支持语言过滤和文件数量限制
-- 管理临时目录生命周期，确保异常时也能清理
-
-**支持的语言**：Python、JavaScript、TypeScript、Java、C#、C、C++、PHP、Kotlin
-
-**分析流程：**
-
-```mermaid
-graph TD
-    A[GitHub URL] --> B[Clone Repository]
-    B --> C[Analyze Structure]
-    C --> D[Extract Code Files]
-    D --> E[Filter Supported Languages]
-    E --> F[CallGraphAnalyzer]
-    F --> G[Build AnalysisResult]
-    G --> H[Cleanup Temp Dir]
-```
-
-### CallGraphAnalyzer（调用图分析器）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/analysis/call_graph_analyzer.py`
-
-CallGraphAnalyzer 是多语言调用图分析的核心执行器，负责逐文件解析和跨语言关系解析。
-
-**核心职责：**
-- 从文件树中提取代码文件（基于扩展名映射）
-- 路由 `.h` 头文件到 C 或 C++ 分析器（基于内容启发式判断）
-- 按语言分派到对应分析器（Python AST、Tree-sitter 系列）
-- 解析跨文件调用关系：精确匹配、简单名匹配、Java 包推断
-- 去重和过滤外部符号（标准库、JDK 类型等）
-- 生成 Cytoscape.js 兼容的可视化数据
-
-**调用关系解析策略：**
-1. 精确匹配：component_id、qualified_name、name
-2. `::` 分隔符后缀匹配
-3. `.` 分隔符尾部匹配
-4. Java 同包推断：为未限定的方法名添加当前包前缀
-5. 简单名兜底匹配
-
-**超时保护**：每个文件分析设置 30 秒超时。
-
-### RepoAnalyzer（仓库结构分析器）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/analysis/repo_analyzer.py`
-
-RepoAnalyzer 负责仓库文件结构的递归扫描和过滤。
-
-**核心职责：**
-- 递归构建文件树（包含文件路径、扩展名、大小等元数据）
-- 基于 `include_patterns` 过滤文件类型（默认支持 30+ 种扩展名）
-- 基于 `exclude_patterns` 排除目录和文件（默认排除 node_modules、.git、__pycache__ 等）
-- 安全防护：拒绝符号链接，阻止路径逃逸
-- 统计文件总数和总大小
-
-### Cloning Utilities（克隆工具集）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/analysis/cloning.py`
-
-提供 GitHub 仓库克隆和清理的工具函数。
-
-**核心函数：**
-| 函数 | 说明 |
-|------|------|
-| `sanitize_github_url()` | 规范化 GitHub URL，提取 owner/repo |
-| `clone_repository()` | 浅克隆仓库到临时目录，支持 Windows longpaths |
-| `cleanup_repository_safe()` | Windows 安全的目录删除，处理只读文件 |
-| `parse_github_url()` | 从 URL 提取 owner、name 等元数据 |
-
-**克隆策略**：使用 `--depth 1 --filter=blob:none` 进行浅克隆，超时 5 分钟。Windows 环境下额外配置 sparse checkout 过滤特定大型目录。
-
-## 数据流
-
-```mermaid
-graph TD
-    A[GitHub URL or Local Path] --> B[AnalysisService]
-    B --> C[RepoAnalyzer - File Tree]
-    C --> D[CallGraphAnalyzer]
-    D --> E[Language Analyzers]
-    E --> F[Functions + Relationships]
-    F --> G[DependencyParser - Components]
-    G --> H[DependencyGraphBuilder - Graph + Leaf Nodes]
-    H --> I[JSON Dependency Graph]
-    I --> J[Documentation Generator]
-```
-
-## 与其他模块的关系
-
-- [语言分析器](语言分析器.md)：CallGraphAnalyzer 按语言分派到各语言分析器
-- [数据模型与算法](数据模型与算法.md)：使用 Node、CallRelationship、AnalysisResult 等数据模型，依赖拓扑排序算法
-- [分析器工具](分析器工具.md)：使用 external_symbols 过滤外部符号，使用 security 进行安全文件读取，使用 patterns 定义的扩展名和忽略模式
-- [共享基础设施](共享基础设施.md)：使用 Config 获取仓库路径和输出目录配置，使用 FileManager 进行 JSON 持久化
-- [Web 前端服务](Web 前端服务.md)：Web 后台任务调用 AnalysisService 进行仓库分析
-
-## 设计要点
-
-1. **分层架构**：从高层的 DependencyGraphBuilder 到底层的语言分析器，职责逐层细化
-2. **多语言透明**：CallGraphAnalyzer 通过语言路由实现对调用方的透明多语言支持
-3. **安全优先**：符号链接拒绝、路径逃逸检测、超时保护
-4. **资源管理**：临时目录自动追踪与清理，析构函数兜底清理
-5. **容错设计**：单文件分析失败不影响整体流程，无效标识符自动过滤
\ No newline at end of file
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deleted file mode 100644
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--- "a/repowiki/\345\220\216\347\253\257\345\267\245\345\205\267\344\270\216\346\265\201\347\250\213.md"
+++ /dev/null
@@ -1,607 +0,0 @@
-# 后端工具与流程
-
-## 模块概述
-
-后端工具与流程模块是 CodeWiki-CN 的顶层编排层，负责协调从代码分析到文档输出的完整工作流。该模块以 `DocumentationGenerator` 为核心编排器，以 `main.py` 为入口点，结合提示词模板、模块聚类算法和实用工具函数，实现端到端的自动化文档生成。
-
-### 核心功能
-
-- **入口与配置**：`main.py` 解析命令行参数，创建 `Config` 并启动文档生成流程
-- **流程编排**：`DocumentationGenerator` 协调依赖图构建、模块聚类、文档生成和概览生成
-- **提示词模板**：提供系统提示、用户提示、聚类提示和概览提示的模板与格式化函数
-- **模块聚类**：`cluster_modules` 使用 LLM 将代码组件智能分组为层次化模块树
-- **实用工具**：Mermaid 图表验证、token 计数、复杂度判断等辅助函数
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph Entry["入口层"]
-        Main["main.py<br/>parse_arguments / main"]
-        Config["Config<br/>配置管理"]
-    end
-
-    subgraph Orchestrator["编排层"]
-        DocGen["DocumentationGenerator<br/>文档生成编排器"]
-    end
-
-    subgraph Pipeline["流程管道"]
-        DepGraph["DependencyGraphBuilder<br/>依赖图构建"]
-        Cluster["cluster_modules<br/>模块聚类"]
-        PromptTemplate["prompt_template<br/>提示词模板"]
-        Backend["LLMBackend<br/>LLM 调用后端"]
-    end
-
-    subgraph Utilities["工具层"]
-        Utils["utils.py<br/>Mermaid 验证 / Token 计数"]
-        FileManager["file_manager<br/>文件 I/O"]
-    end
-
-    Main --> Config
-    Config --> DocGen
-    DocGen --> DepGraph
-    DocGen --> Cluster
-    DocGen --> Backend
-    Cluster --> PromptTemplate
-    Backend --> PromptTemplate
-    DocGen --> Utils
-    DocGen --> FileManager
-```
-
-## 组件详解
-
-### 1. main.py — 入口点
-
-`main.py` 是 CodeWiki-CN 的命令行入口，负责参数解析和流程启动。
-
-**文件路径**: `codewiki/src/be/main.py`
-
-```python
-def parse_arguments() -> argparse.Namespace:
-    """解析命令行参数。"""
-    parser = argparse.ArgumentParser(
-        description='Generate comprehensive documentation '
-                    'for Python components in dependency order.'
-    )
-    parser.add_argument(
-        '--repo-path', type=str, required=True,
-        help='Path to the repository'
-    )
-    return parser.parse_args()
-
-async def main() -> None:
-    """主入口点。"""
-    try:
-        args = parse_arguments()
-        config = Config.from_args(args)
-        doc_generator = DocumentationGenerator(config)
-        await doc_generator.run()
-    except KeyboardInterrupt:
-        logger.debug("Documentation generation interrupted")
-    except Exception as e:
-        logger.error(f"Unexpected error: {str(e)}")
-        raise
-```
-
-**执行入口**：`python -m codewiki.src.be.main --repo-path /path/to/repo`
-
-### 2. DocumentationGenerator — 文档生成编排器
-
-`DocumentationGenerator` 是整个 CodeWiki-CN 系统的核心控制器，负责协调文档生成的全部流程。
-
-**文件路径**: `codewiki/src/be/documentation_generator.py`
-
-```python
-class DocumentationGenerator:
-    """主文档生成编排器。"""
-
-    def __init__(self, config: Config, commit_id: str = None,
-                 backend: LLMBackend = None):
-        self.config = config
-        self.commit_id = commit_id
-        self.graph_builder = DependencyGraphBuilder(config)
-        self.backend = backend or get_backend(config)
-```
-
-#### 完整运行流程
-
-```mermaid
-graph TD
-    Run["run()"] --> BuildGraph["1. 构建依赖图<br/>DependencyGraphBuilder"]
-    BuildGraph --> CheckTree{"module_tree.json<br/>已存在?"}
-    CheckTree -->|是| LoadTree["加载现有模块树"]
-    CheckTree -->|否| ClusterModules["2. 模块聚类<br/>cluster_modules"]
-    ClusterModules --> SaveFirstTree["保存 first_module_tree.json"]
-    LoadTree --> GenDocs["3. 生成模块文档"]
-    SaveFirstTree --> GenDocs
-    GenDocs --> GetOrder["get_processing_order<br/>拓扑排序"]
-    GetOrder --> ProcessLoop["遍历处理顺序"]
-    ProcessLoop --> IsLeaf{"叶子模块?"}
-    IsLeaf -->|是| RunAgent["backend.run_module_agent"]
-    IsLeaf -->|否| GenParent["generate_parent_module_docs"]
-    RunAgent --> NextModule{"还有更多?"}
-    GenParent --> NextModule
-    NextModule -->|是| ProcessLoop
-    NextModule -->|否| GenOverview["4. 生成仓库概览<br/>overview.md"]
-    GenOverview --> SaveMeta["5. 保存 metadata.json"]
-    SaveMeta --> Done["完成"]
-```
-
-#### run() 方法详解
-
-```python
-async def run(self) -> None:
-    """运行完整的文档生成流程。"""
-    # 阶段 1: 构建依赖图
-    components, leaf_nodes = self.graph_builder.build_dependency_graph()
-
-    # 阶段 2: 模块聚类（或使用缓存）
-    working_dir = os.path.abspath(self.config.docs_dir)
-    file_manager.ensure_directory(working_dir)
-
-    if os.path.exists(first_module_tree_path):
-        module_tree = file_manager.load_json(first_module_tree_path)
-    else:
-        cluster_model = self.config.cluster_model or None
-        module_tree = cluster_modules(
-            leaf_nodes, components, self.config,
-            completer=lambda p: self.backend.complete(p, model=cluster_model),
-        )
-        file_manager.save_json(module_tree, first_module_tree_path)
-
-    # 阶段 3: 按拓扑顺序生成文档
-    working_dir = await self.generate_module_documentation(
-        components, leaf_nodes
-    )
-
-    # 阶段 4: 保存元数据
-    self.create_documentation_metadata(
-        working_dir, components, len(leaf_nodes)
-    )
-```
-
-#### 处理顺序策略
-
-`get_processing_order` 使用后序遍历（拓扑排序）确保叶子模块先于其父模块处理：
-
-```python
-def get_processing_order(self, module_tree, parent_path=[]):
-    """获取处理顺序：叶子模块优先。"""
-    processing_order = []
-
-    def collect_modules(tree, path):
-        for module_name, module_info in tree.items():
-            current_path = path + [module_name]
-            if module_info.get("children") and \
-               isinstance(module_info["children"], dict) and \
-               len(module_info["children"]) > 0:
-                # 先处理子模块
-                collect_modules(
-                    module_info["children"], current_path
-                )
-                # 然后添加父模块
-                processing_order.append(
-                    (current_path, module_name)
-                )
-            else:
-                # 叶子模块立即添加
-                processing_order.append(
-                    (current_path, module_name)
-                )
-
-    collect_modules(module_tree, parent_path)
-    return processing_order
-```
-
-**设计理由**：父模块的概览文档需要引用其子模块的文档内容，因此必须先生成子模块文档。
-
-#### 父模块文档生成
-
-`generate_parent_module_docs` 基于已生成的子模块文档创建父模块概览：
-
-```python
-async def generate_parent_module_docs(self, module_path, working_dir):
-    """基于子模块文档生成父模块文档。"""
-    # 加载模块树
-    module_tree = file_manager.load_json(module_tree_path)
-
-    # 构建包含子模块文档内容的结构
-    repo_structure = self.build_overview_structure(
-        module_tree, module_path, working_dir
-    )
-
-    # 根据是否为根节点选择不同的提示模板
-    if len(module_path) >= 1:
-        prompt = MODULE_OVERVIEW_PROMPT.format(
-            module_name=module_name,
-            repo_structure=json.dumps(repo_structure, indent=4)
-        )
-    else:
-        prompt = REPO_OVERVIEW_PROMPT.format(
-            repo_name=module_name,
-            repo_structure=json.dumps(repo_structure, indent=4)
-        )
-
-    # 单次 LLM 调用生成概览
-    parent_docs = self.backend.complete(prompt)
-
-    # 解析 <OVERVIEW> 标签内容
-    if "<OVERVIEW>" in parent_docs:
-        parent_content = parent_docs.split("<OVERVIEW>")[1] \
-            .split("</OVERVIEW>")[0].strip()
-    else:
-        parent_content = parent_docs.strip()
-
-    file_manager.save_text(parent_content, parent_docs_path)
-```
-
-#### 子模块文档路径解析
-
-`_resolve_child_docs_path` 处理子 Agent 可能使用不同文件命名约定的情况：
-
-```python
-@staticmethod
-def _resolve_child_docs_path(working_dir, child_name):
-    """尝试多种命名变体查找子模块文档。"""
-    candidates = []
-    base_variants = [
-        child_name,
-        child_name.replace(" ", "_"),
-        child_name.replace(" ", "-"),
-        child_name.replace(" ", ""),
-    ]
-    for variant in base_variants:
-        for cased in (variant, variant.lower()):
-            candidates.append(f"{cased}.md")
-
-    for filename in candidates:
-        candidate_path = os.path.join(working_dir, filename)
-        if os.path.exists(candidate_path):
-            return candidate_path
-    return None
-```
-
-### 3. prompt_template — 提示词模板
-
-提示词模板模块定义了文档生成过程中使用的所有 LLM 提示模板及其格式化函数。
-
-**文件路径**: `codewiki/src/be/prompt_template.py`
-
-#### 模板类型一览
-
-| 模板名 | 用途 | 关键参数 |
-|---------|------|----------|
-| `SYSTEM_PROMPT` | 复杂模块的 Agent 系统提示 | `module_name`, `custom_instructions` |
-| `LEAF_SYSTEM_PROMPT` | 叶子模块的 Agent 系统提示 | `module_name`, `custom_instructions` |
-| `USER_PROMPT` | Agent 用户提示 | `module_name`, `module_tree`, `formatted_core_component_codes` |
-| `REPO_OVERVIEW_PROMPT` | 仓库概览生成 | `repo_name`, `repo_structure` |
-| `MODULE_OVERVIEW_PROMPT` | 父模块概览生成 | `module_name`, `repo_structure` |
-| `CLUSTER_REPO_PROMPT` | 仓库级模块聚类 | `potential_core_components` |
-| `CLUSTER_MODULE_PROMPT` | 子模块级再聚类 | `module_tree`, `module_name`, `potential_core_components` |
-
-#### 系统提示结构
-
-系统提示分为复杂模块和叶子模块两种：
-
-**复杂模块** (`SYSTEM_PROMPT`)：
-- 角色定义：AI 文档助手
-- 文档结构：主文件 + 子模块文件 + Mermaid 图表
-- 工作流：分析代码 → 创建主文件 → 调用 `generate_sub_module_documentation` → 调整交叉引用
-- 工具列表：`str_replace_editor`、`read_code_components`、`generate_sub_module_documentation`
-
-**叶子模块** (`LEAF_SYSTEM_PROMPT`)：
-- 角色定义：相同
-- 文档要求：单文件完整文档，包含 Mermaid 图表
-- 工作流：分析代码 → 生成单个 `{module_name}.md` 文件
-- 工具列表：仅 `str_replace_editor` 和 `read_code_components`
-
-#### 格式化函数
-
-```python
-def format_user_prompt(module_name, core_component_ids,
-                       components, module_tree):
-    """格式化用户提示，包含模块树和组件源代码。"""
-    # 1. 格式化模块树（标记当前模块）
-    # 2. 按文件分组组件源代码
-    # 3. 读取每个文件的完整内容
-    # 4. 组合成结构化提示
-
-def format_system_prompt(module_name, custom_instructions=None):
-    """格式化复杂模块系统提示。"""
-    custom_section = ""
-    if custom_instructions:
-        custom_section = (
-            f"\n\n<CUSTOM_INSTRUCTIONS>\n"
-            f"{custom_instructions}\n"
-            f"</CUSTOM_INSTRUCTIONS>"
-        )
-    return SYSTEM_PROMPT.format(
-        module_name=module_name,
-        custom_instructions=custom_section
-    ).strip()
-
-def format_leaf_system_prompt(module_name, custom_instructions=None):
-    """格式化叶子模块系统提示。"""
-    # 同 format_system_prompt，使用 LEAF_SYSTEM_PROMPT
-
-def format_cluster_prompt(potential_core_components,
-                          module_tree={}, module_name=None):
-    """格式化聚类提示。"""
-    if module_tree == {}:
-        return CLUSTER_REPO_PROMPT.format(
-            potential_core_components=potential_core_components
-        )
-    else:
-        return CLUSTER_MODULE_PROMPT.format(
-            potential_core_components=potential_core_components,
-            module_tree=formatted_module_tree,
-            module_name=module_name
-        )
-```
-
-#### 文件扩展名到语言的映射
-
-`prompt_template` 还维护了一个扩展名到代码语言名称的映射表，用于在用户提示中正确格式化代码块：
-
-```python
-EXTENSION_TO_LANGUAGE = {
-    ".py": "python",  ".md": "markdown",
-    ".js": "javascript", ".ts": "typescript",
-    ".java": "java", ".cpp": "cpp",
-    ".json": "json", ".yaml": "yaml",
-    # ... 更多映射
-}
-```
-
-### 4. cluster_modules — 模块聚类
-
-`cluster_modules` 函数使用 LLM 将代码组件智能分组为层次化的模块树。它采用递归策略，先进行仓库级聚类，再对每个子模块进行再聚类。
-
-**文件路径**: `codewiki/src/be/cluster_modules.py`
-
-```mermaid
-graph TD
-    Start["cluster_modules"] --> FormatInput["format_potential_core_components"]
-    FormatInput --> CountTokens{"token 数 <= 阈值?"}
-    CountTokens -->|是| ReturnEmpty["返回空字典<br/>使用整体文档模式"]
-    CountTokens -->|否| BuildPrompt["format_cluster_prompt"]
-    BuildPrompt --> CallLLM["LLM 调用聚类"]
-    CallLLM --> ParseResponse["解析 GROUPED_COMPONENTS"]
-    ParseResponse --> CheckValid{"有效模块树?<br/>(超过 1 个顶层模块)"}
-    CheckValid -->|否| ReturnEmpty
-    CheckValid -->|是| UpdateTree["更新 module_tree"]
-    UpdateTree --> RecurseLoop["对每个子模块递归"]
-    RecurseLoop --> Recurse["cluster_modules<br/>(子模块组件)"]
-    Recurse --> NextChild{"还有更多子模块?"}
-    NextChild -->|是| RecurseLoop
-    NextChild -->|否| ReturnTree["返回模块树"]
-```
-
-#### 核心实现
-
-```python
-def cluster_modules(leaf_nodes, components, config,
-                    current_module_tree={},
-                    current_module_name=None,
-                    current_module_path=[],
-                    completer=None):
-    """将组件聚类为层次化模块树。"""
-    # 1. 格式化输入并计数 token
-    potential_core_components, with_code = \
-        format_potential_core_components(leaf_nodes, components)
-    input_tokens = count_tokens(with_code)
-
-    # 2. 如果 token 数不超过阈值，跳过聚类
-    if input_tokens <= config.max_token_per_module:
-        return {}
-
-    # 3. 调用 LLM 进行聚类
-    prompt = format_cluster_prompt(
-        potential_core_components,
-        current_module_tree, current_module_name
-    )
-    if completer:
-        response = completer(prompt)
-    else:
-        response = call_llm(prompt, config, model=config.cluster_model)
-
-    # 4. 解析响应中的模块树
-    response_content = response.split("<GROUPED_COMPONENTS>")[1] \
-        .split("</GROUPED_COMPONENTS>")[0]
-    module_tree = eval(response_content)
-
-    # 5. 对每个子模块递归聚类
-    for module_name, module_info in module_tree.items():
-        sub_leaf_nodes = module_info.get("components", [])
-        current_module_path.append(module_name)
-        module_info["children"] = cluster_modules(
-            sub_leaf_nodes, components, config,
-            current_module_tree, module_name,
-            current_module_path, completer=completer,
-        )
-        current_module_path.pop()
-
-    return module_tree
-```
-
-#### format_potential_core_components
-
-该辅助函数将组件按文件分组并格式化为提示可用的字符串：
-
-```python
-def format_potential_core_components(leaf_nodes, components):
-    """格式化潜在核心组件为提示字符串。"""
-    # 按文件分组
-    leaf_nodes_by_file = defaultdict(list)
-    for leaf_node in valid_leaf_nodes:
-        leaf_nodes_by_file[
-            components[leaf_node].relative_path
-        ].append(leaf_node)
-
-    # 生成两种格式：
-    # 1. 仅包含组件名（用于提示）
-    # 2. 包含源代码（用于 token 计数）
-    return potential_core_components, \
-           potential_core_components_with_code
-```
-
-### 5. utils.py — 实用工具
-
-utils 模块提供了文档生成过程中的多种辅助功能。
-
-**文件路径**: `codewiki/src/be/utils.py`
-
-#### Token 计数
-
-使用 tiktoken（GPT-4 编码器）进行 token 计数：
-
-```python
-enc = tiktoken.encoding_for_model("gpt-4")
-
-def count_tokens(text: str) -> int:
-    """计算文本的 token 数量。"""
-    return len(enc.encode(text))
-```
-
-#### 模块复杂度判断
-
-```python
-def is_complex_module(components, core_component_ids):
-    """判断模块是否复杂（包含多文件组件）。"""
-    files = set()
-    for component_id in core_component_ids:
-        if component_id in components:
-            files.add(components[component_id].file_path)
-    return len(files) > 1
-```
-
-**设计意图**：仅包含单个文件的模块不需要子 Agent 拆分，直接生成单文件文档即可。
-
-#### Mermaid 图表验证
-
-Mermaid 验证是 CodeWiki-CN 的重要质量保障机制，确保生成的文档中的流程图语法正确。
-
-```mermaid
-graph TD
-    ValidateFile["validate_mermaid_diagrams"] --> ReadFile["读取 Markdown 文件"]
-    ReadFile --> ExtractBlocks["extract_mermaid_blocks<br/>提取所有 mermaid 代码块"]
-    ExtractBlocks --> HasBlocks{"有图表?"}
-    HasBlocks -->|否| NoDiagrams["返回: 无图表"]
-    HasBlocks -->|是| LoopDiagrams["遍历每个图表"]
-    LoopDiagrams --> TryPM["_try_pythonmonkey_parse"]
-    TryPM --> PMOK{"解析成功?"}
-    PMOK -->|是| NextDiagram{"还有更多?"}
-    PMOK -->|否| TryMP["_parse_via_mermaid_py"]
-    TryMP --> MPOK{"解析成功?"}
-    MPOK -->|是| NextDiagram
-    MPOK -->|否| RecordError["记录错误"]
-    RecordError --> NextDiagram
-    NextDiagram -->|是| LoopDiagrams
-    NextDiagram -->|否| ReturnResult["返回验证结果"]
-```
-
-**双引擎验证策略**：
-
-1. **PythonMonkey 引擎**（首选）：
-   - 使用 `mermaid-parser-py` 库
-   - 绑定 JS 引擎到主线程
-   - 支持跨线程调用（通过 `asyncio.run_coroutine_threadsafe`）
-   - Python 3.12+ 自动跳过（不兼容）
-
-2. **mermaid-py 引擎**（备选）：
-   - 使用 `mermaid` Python 包
-   - 在线程池中运行（15 秒超时）
-   - 默认禁用，需设置 `MERMAID_VALIDATE=1` 启用
-
-**主线程事件循环绑定**：
-
-```python
-_main_loop: "asyncio.AbstractEventLoop | None" = None
-_main_loop_thread_ident: int | None = None
-
-def set_main_loop(loop):
-    """记录主线程事件循环，供 caw 后端的工作线程使用。"""
-    global _main_loop, _main_loop_thread_ident
-    _main_loop = loop
-    _main_loop_thread_ident = threading.get_ident()
-```
-
-这一机制解决了 caw 后端的工作线程中 PythonMonkey 找不到事件循环的问题。
-
-#### extract_mermaid_blocks
-
-```python
-def extract_mermaid_blocks(content: str):
-    """从 Markdown 内容中提取所有 mermaid 代码块。"""
-    mermaid_blocks = []
-    lines = content.split('\n')
-    i = 0
-    while i < len(lines):
-        line = lines[i].strip()
-        if line == '```mermaid' or line.startswith('```mermaid'):
-            start_line = i + 1
-            diagram_lines = []
-            i += 1
-            while i < len(lines):
-                if lines[i].strip() == '```':
-                    break
-                diagram_lines.append(lines[i])
-                i += 1
-            if diagram_lines:
-                diagram_content = '\n'.join(diagram_lines)
-                mermaid_blocks.append(
-                    (start_line, diagram_content)
-                )
-        i += 1
-    return mermaid_blocks
-```
-
-## 完整文档生成流程图
-
-```mermaid
-graph TD
-    CLI["命令行: codewiki --repo-path"] --> Main["main()"]
-    Main --> InitConfig["Config.from_args"]
-    InitConfig --> InitGen["DocumentationGenerator"]
-    InitGen --> InitBackend["get_backend 选择后端"]
-
-    InitGen --> Phase1["阶段 1: 依赖图构建"]
-    Phase1 --> Phase2["阶段 2: 模块聚类"]
-    Phase2 --> Phase3["阶段 3: 文档生成"]
-
-    subgraph Phase3Detail["阶段 3 详细流程"]
-        TopSort["拓扑排序"] --> LeafModule["处理叶子模块<br/>backend.run_module_agent"]
-        LeafModule --> ParentModule["处理父模块<br/>backend.complete"]
-        ParentModule --> RepoOverview["生成仓库概览<br/>backend.complete"]
-    end
-
-    Phase3 --> Phase3Detail
-    Phase3Detail --> Phase4["阶段 4: 保存元数据"]
-```
-
-## 关键配置参数
-
-| 参数 | 说明 | 默认值 |
-|------|------|--------|
-| `max_depth` | 子模块递归最大深度 | 配置指定 |
-| `max_token_per_module` | 聚类触发阈值 | 配置指定 |
-| `max_token_per_leaf_module` | 子模块递归触发阈值 | 配置指定 |
-| `docs_dir` | 文档输出目录 | 配置指定 |
-| `repo_path` | 代码仓库路径 | 命令行参数 |
-| `max_tokens` | LLM 最大输出 token | 配置指定 |
-
-## 跨模块引用
-
-- [LLM 后端与服务](LLM%20后端与服务.md)：`DocumentationGenerator` 使用的 LLM 后端抽象层
-- [Agent 工具集](Agent%20工具集.md)：Agent 在文档生成过程中可调用的工具集合
-
-## 错误处理与容错
-
-| 场景 | 处理方式 |
-|------|----------|
-| 模块文档已存在 | 跳过生成（幂等性保证） |
-| 单个模块生成失败 | 记录错误并继续处理其他模块 |
-| LLM 聚类响应格式无效 | 回退到整体文档模式 |
-| 子模块文档文件名不匹配 | 尝试多种命名变体 |
-| 概览缺少 `<OVERVIEW>` 标签 | 使用原始响应作为文档内容 |
-| 模块树为空 | 进入整体仓库文档模式（不聚类） |
diff --git "a/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203\345\274\225\346\223\216.md" "b/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203\345\274\225\346\223\216.md"
deleted file mode 100644
index 8b3465eb..00000000
--- "a/repowiki/\345\220\216\347\253\257\346\240\270\345\277\203\345\274\225\346\223\216.md"
+++ /dev/null
@@ -1,173 +0,0 @@
-# 后端核心引擎
-
-## 模块概述
-
-后端核心引擎是 CodeWiki-CN 的文档生成中枢，负责协调从代码分析到文档输出的完整自动化工作流。该模块以 `DocumentationGenerator` 为核心编排器，将 LLM 调用、Agent 工具编排、模块聚类、提示词工程和文件管理等功能有机整合，实现了端到端的文档生成管线。
-
-后端引擎采用"编排层 + 服务层"的分层架构：编排层（`DocumentationGenerator`）负责流程调度和阶段管理；服务层包括 LLM 后端抽象（支持多种 LLM 提供商）、Agent 工具集（读写源码、编辑文件、递归子模块）和提示词模板（系统提示、用户提示、聚类提示）。这种分层使各组件可独立替换和测试。
-
-## 子模块架构
-
-```mermaid
-graph TD
-    subgraph Engine["后端核心引擎"]
-        LLMLayer["LLM 后端与服务"]
-        AgentLayer["Agent 工具集"]
-        PipelineLayer["后端工具与流程"]
-    end
-
-    subgraph CLI["CLI 命令行工具"]
-        CLIGen["CLIDocumentationGenerator"]
-    end
-
-    subgraph Analyzer["依赖分析器"]
-        DepGraph["DependencyGraphBuilder"]
-    end
-
-    CLIGen --> PipelineLayer
-    PipelineLayer --> DepGraph
-    PipelineLayer --> LLMLayer
-    LLMLayer --> AgentLayer
-```
-
-## 子模块说明
-
-### LLM 后端与服务
-
-[LLM 后端与服务](LLM%20后端与服务.md) 是 LLM 调用的统一抽象层，通过工厂模式自动选择正确的后端实现。
-
-**两种后端模式：**
-
-| 后端 | 认证方式 | 技术栈 | 适用场景 |
-|------|---------|--------|----------|
-| `PydanticAIBackend` | API 密钥 | pydantic-ai + OpenAI 客户端 | OpenAI/Anthropic/Bedrock/Azure |
-| `CawBackend` | OAuth 订阅 | caw 库 + CLI 子进程 | Claude Code / Codex |
-
-**核心组件：**
-- `LLMBackend` 抽象基类定义 `complete`（单次补全）和 `run_module_agent`（异步 Agent 循环）两个接口
-- `get_backend` 工厂函数根据 `provider` 配置延迟导入对应实现
-- `FallbackModel` 实现主模型到备用模型的自动回退链
-- `CompatibleOpenAIModel` 修补非标准 API 代理的响应格式
-- `call_llm` 统一补全函数，按提供商自动选择调用路径（OpenAI 直调 / litellm 转译 / Azure 客户端）
-- `CawToolKit` 将 CodeWiki Agent 工具以 MCP 服务器形式暴露给 caw Agent
-
-**Token 参数自适应**：自动识别新模型（o1/o3/o4/gpt-4o/gpt-5 等），智能选择 `max_tokens` 或 `max_completion_tokens` 参数。
-
-### Agent 工具集
-
-[Agent 工具集](Agent%20工具集.md) 提供了 LLM Agent 在文档生成过程中可调用的全部工具。
-
-**三大核心工具：**
-
-| 工具 | 功能 | 关键特性 |
-|------|------|----------|
-| `read_code_components` | 按组件 ID 读取源代码 | 支持批量读取，未找到组件时返回友好提示 |
-| `str_replace_editor` | 文件查看/创建/编辑/撤销 | 唯一匹配替换、flake8 语法检查、Mermaid 验证 |
-| `generate_sub_module_documentation` | 子模块文档递归生成 | 并行子 Agent、递归深度控制、心跳保活 |
-
-**EditTool 编辑器**源自 SWE-agent 项目，支持 view/create/str_replace/insert/undo_edit 五种命令，关键安全设计包括：
-- `str_replace` 要求 `old_str` 在文件中必须唯一匹配
-- 编辑历史通过 `registry` 持久化，支持多次 `undo_edit`
-- 可选 flake8 语法检查捕获编辑引入的新错误
-- 超过 16000 字符时自动切换到 Filemap 模式显示文件结构
-
-**子模块递归控制**：递归条件为 `is_complex_module AND current_depth < max_depth AND tokens >= max_token_per_leaf_module` 三者同时满足。
-
-**双后端暴露**：pydantic-ai 使用 `Tool` 对象注册，caw 使用 `@tool` 装饰器注册到 `CawToolKit`，共享 `EditTool` 核心实现。
-
-### 后端工具与流程
-
-[后端工具与流程](后端工具与流程.md) 是顶层编排层，以 `DocumentationGenerator` 为核心控制器协调完整工作流。
-
-**DocumentationGenerator 运行流程：**
-
-```mermaid
-graph TD
-    Run["run()"] --> BuildGraph["1. 构建依赖图"]
-    BuildGraph --> CheckTree{"module_tree.json 已存在?"}
-    CheckTree -->|是| LoadTree["加载现有模块树"]
-    CheckTree -->|否| Cluster["2. 模块聚类"]
-    Cluster --> SaveFirst["保存 first_module_tree.json"]
-    LoadTree --> GenDocs["3. 生成模块文档"]
-    SaveFirst --> GenDocs
-    GenDocs --> GetOrder["拓扑排序"]
-    GetOrder --> Loop["遍历处理顺序"]
-    Loop --> IsLeaf{"叶子模块?"}
-    IsLeaf -->|是| RunAgent["backend.run_module_agent"]
-    IsLeaf -->|否| GenParent["generate_parent_module_docs"]
-    RunAgent --> Next{"还有更多?"}
-    GenParent --> Next
-    Next -->|是| Loop
-    Next -->|否| Meta["4. 保存 metadata.json"]
-```
-
-**关键设计：**
-- **拓扑排序**：后序遍历确保叶子模块先于父模块处理，使父模块概览能引用已生成的子模块内容
-- **幂等性**：已存在的文档自动跳过，单个模块失败不影响其他模块
-- **文件名容错**：`_resolve_child_docs_path` 尝试多种命名变体（空格替换、大小写）查找子模块文档
-
-**模块聚类**：`cluster_modules` 使用 LLM 将组件智能分组，采用递归策略——先仓库级聚类，再对每个子模块递归再聚类。当 token 数不超过 `max_token_per_module` 阈值时跳过聚类，进入整体文档模式。
-
-**提示词模板**包括系统提示（复杂模块/叶子模块）、用户提示、聚类提示和概览提示，支持自定义指令注入和文件扩展名到语言的自动映射。
-
-**Mermaid 验证**采用双引擎策略：PythonMonkey 引擎（首选，JS 绑定）和 mermaid-py 引擎（备选，需 `MERMAID_VALIDATE=1` 启用）。
-
-## 完整数据流
-
-```mermaid
-graph TD
-    subgraph Input["输入"]
-        Config["Config 配置"]
-        Repo["代码仓库"]
-    end
-
-    subgraph Phase1["阶段1 依赖分析"]
-        Builder["DependencyGraphBuilder"]
-        Components["组件字典"]
-        Leaves["叶子节点列表"]
-    end
-
-    subgraph Phase2["阶段2 模块聚类"]
-        Cluster["cluster_modules"]
-        Tree["模块树"]
-    end
-
-    subgraph Phase3["阶段3 文档生成"]
-        Order["拓扑排序"]
-        Agent["Agent 循环"]
-        ParentGen["父模块概览"]
-    end
-
-    subgraph Output["输出"]
-        Docs["Markdown 文档"]
-        Metadata["metadata.json"]
-    end
-
-    Config --> Builder
-    Repo --> Builder
-    Builder --> Components
-    Builder --> Leaves
-    Components --> Cluster
-    Leaves --> Cluster
-    Cluster --> Tree
-    Tree --> Order
-    Order --> Agent
-    Agent --> Docs
-    Docs --> ParentGen
-    ParentGen --> Docs
-    ParentGen --> Metadata
-```
-
-## 与其他模块的关系
-
-- **[CLI 命令行工具](CLI%20命令行工具.md)**：`CLIDocumentationGenerator` 适配器将 CLI 参数转化为 `DocumentationGenerator` 调用
-- **[MCP 协议服务器](MCP%20协议服务器.md)**：MCP 工具集复用后端引擎的 `DependencyGraphBuilder` 和提示词模板
-- **[依赖分析器](依赖分析器.md)**：`DocumentationGenerator` 第一阶段调用 `DependencyGraphBuilder` 构建代码依赖图
-
-## 设计要点
-
-1. **编排与执行分离**：`DocumentationGenerator` 仅负责流程编排，实际的文档生成工作委托给 Agent 工具完成
-2. **后端可插拔**：通过 `LLMBackend` 抽象和工厂模式，新增 LLM 提供商只需实现一个子类
-3. **递归深度控制**：三层条件（复杂度/深度/token 数）联合控制子模块递归，防止无限展开
-4. **Mermaid 质量门禁**：每次文件编辑后自动验证流程图语法，及早发现问题
-5. **容错设计**：模块文档已存在则跳过、单模块失败不影响整体、聚类失败回退到整体模式
diff --git "a/repowiki/\346\225\260\346\215\256\346\250\241\345\236\213\344\270\216\347\256\227\346\263\225.md" "b/repowiki/\346\225\260\346\215\256\346\250\241\345\236\213\344\270\216\347\256\227\346\263\225.md"
deleted file mode 100644
index 8a461bb7..00000000
--- "a/repowiki/\346\225\260\346\215\256\346\250\241\345\236\213\344\270\216\347\256\227\346\263\225.md"
+++ /dev/null
@@ -1,240 +0,0 @@
-# 数据模型与算法
-
-## 模块概述
-
-数据模型与算法模块为 CodeWiki-CN 的依赖分析引擎提供基础数据结构和图算法支持。该模块定义了整个分析流程中流转的核心数据模型（节点、调用关系、仓库、分析结果），以及依赖图上的拓扑排序、环检测、叶子节点发现等关键算法。这些数据结构和算法是连接语言分析器输出与文档生成流程的桥梁。
-
-## 核心功能
-
-- **统一数据模型**：定义 Node、CallRelationship、Repository、AnalysisResult、NodeSelection 等 Pydantic 模型
-- **环检测与解析**：基于 Tarjan 算法检测强连通分量，自动打破循环依赖
-- **拓扑排序**：提供基于入度的拓扑排序和基于 DFS 的依赖优先遍历
-- **图构建与叶子节点发现**：从组件字典构建邻接表，识别叶子节点供文档生成使用
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph CoreModels[核心数据模型]
-        Node[Node]
-        CR[CallRelationship]
-        Repo[Repository]
-    end
-    subgraph AnalysisModels[分析结果模型]
-        AR[AnalysisResult]
-        NS[NodeSelection]
-    end
-    subgraph GraphAlgorithms[图算法]
-        TS[Topological Sort]
-        DC[Detect Cycles]
-        RC[Resolve Cycles]
-        DFS[Dependency First DFS]
-        LN[Get Leaf Nodes]
-        BG[Build Graph]
-    end
-    AR --> Repo
-    AR --> Node
-    AR --> CR
-    NS --> Node
-    BG --> Node
-    TS --> DC
-    TS --> RC
-    DFS --> RC
-    LN --> RC
-```
-
-## 数据模型详解
-
-### Node（代码组件节点）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/models/core.py`
-
-Node 是代码组件的统一表示模型，承载从源代码中提取的每一个类、函数、方法等组件的完整元数据。
-
-**字段定义：**
-
-| 字段 | 类型 | 说明 |
-|------|------|------|
-| `id` | str | 组件唯一标识，格式为 `相对路径::名称` |
-| `name` | str | 组件名称（类名、函数名、方法名） |
-| `component_type` | str | 组件类型：class, interface, struct, function, method, enum 等 |
-| `file_path` | str | 文件绝对路径 |
-| `relative_path` | str | 相对于仓库根目录的路径 |
-| `depends_on` | Set[str] | 依赖的其他组件 ID 集合 |
-| `source_code` | Optional[str] | 源代码片段 |
-| `start_line` / `end_line` | int | 源代码行号范围 |
-| `has_docstring` / `docstring` | bool / str | 文档字符串信息 |
-| `parameters` | Optional[List[str]] | 函数参数列表 |
-| `node_type` | Optional[str] | 节点类型标识 |
-| `base_classes` | Optional[List[str]] | 基类列表（仅类组件） |
-| `class_name` | Optional[str] | 所属类名（仅方法组件） |
-| `display_name` | Optional[str] | 显示名称（如 `class MyClass`） |
-| `component_id` | Optional[str] | 组件 ID 冗余字段 |
-| `language` | Optional[str] | 编程语言标识 |
-| `qualified_name` | Optional[str] | 全限定名（如 `package.Class.method`） |
-
-**组件 ID 命名规范：**
-```
-相对路径::ClassName                  # 类
-相对路径::ClassName.method_name      # 方法
-相对路径::function_name              # 顶层函数
-```
-
-### CallRelationship（调用关系）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/models/core.py`
-
-表示两个代码组件之间的调用或依赖关系。
-
-**字段定义：**
-
-| 字段 | 类型 | 说明 |
-|------|------|------|
-| `caller` | str | 调用方组件 ID |
-| `callee` | str | 被调用方组件 ID |
-| `call_line` | Optional[int] | 调用发生的行号 |
-| `is_resolved` | bool | 是否已解析到项目内的实际组件 |
-
-**关系类型覆盖：**
-- 函数调用：`funcA()` 调用 `funcB()`
-- 继承关系：`class Child extends Parent`
-- 接口实现：`class Impl implements Interface`
-- 字段类型依赖：`private Service service`
-- 对象创建：`new MyClass()`
-
-### Repository（仓库信息）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/models/core.py`
-
-封装被分析仓库的基本信息。
-
-| 字段 | 类型 | 说明 |
-|------|------|------|
-| `url` | str | GitHub 仓库 URL |
-| `name` | str | 仓库名称 |
-| `clone_path` | str | 本地克隆路径 |
-| `analysis_id` | str | 分析唯一标识（owner-repo） |
-
-### AnalysisResult（分析结果）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/models/analysis.py`
-
-完整仓库分析的结果容器，聚合所有分析产出物。
-
-| 字段 | 类型 | 说明 |
-|------|------|------|
-| `repository` | Repository | 仓库信息 |
-| `functions` | List[Node] | 提取的所有代码组件 |
-| `relationships` | List[CallRelationship] | 所有调用关系 |
-| `file_tree` | Dict[str, Any] | 文件树结构 |
-| `summary` | Dict[str, Any] | 统计摘要 |
-| `visualization` | Dict[str, Any] | Cytoscape.js 可视化数据 |
-| `readme_content` | Optional[str] | README 文件内容 |
-
-### NodeSelection（节点选择）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/models/analysis.py`
-
-用于部分导出场景的节点选择配置。
-
-| 字段 | 类型 | 说明 |
-|------|------|------|
-| `selected_nodes` | List[str] | 选中的节点 ID 列表 |
-| `include_relationships` | bool | 是否包含关系数据 |
-| `custom_names` | Dict[str, str] | 自定义名称映射 |
-
-## 图算法详解
-
-### 环检测：Tarjan 强连通分量算法
-
-**源文件**：`codewiki/src/be/dependency_analyzer/topo_sort.py`
-
-使用 Tarjan 算法检测依赖图中的循环依赖。
-
-**算法流程：**
-
-```mermaid
-graph TD
-    A[Input Graph] --> B[Initialize index + lowlink + stack]
-    B --> C[For each unvisited node]
-    C --> D[strongconnect DFS]
-    D --> E[Set index and lowlink]
-    E --> F[Push to stack]
-    F --> G[Visit successors]
-    G --> H{Successor visited?}
-    H -->|No| D
-    H -->|Yes on stack| I[Update lowlink]
-    I --> J{lowlink == index?}
-    J -->|Yes| K[Pop SCC from stack]
-    J -->|No| G
-    K --> L{SCC size > 1?}
-    L -->|Yes| M[Record as cycle]
-    L -->|No| N[Skip single node]
-```
-
-**复杂度**：O(V + E)，其中 V 为节点数，E 为边数。
-
-### 环解析策略
-
-`resolve_cycles` 函数通过删除环中的 weakest edge 来打破循环依赖：
-- 对每个强连通分量（SCC），移除一条边使其成为 DAG
-- 策略：移除 SCC 中最后一条边（`cycle[i] → cycle[i+1]` 中第一条可删除的边）
-- 返回新的无环图
-
-### 拓扑排序
-
-`topological_sort` 函数实现基于入度的 Kahn 算法：
-
-1. 先调用 `resolve_cycles` 确保图无环
-2. 计算每个节点的入度
-3. 将入度为 0 的节点加入队列
-4. 依次处理队列中的节点，减少其邻居的入度
-5. 反转结果，使依赖项排在前面
-
-### 依赖优先 DFS
-
-`dependency_first_dfs` 函数实现深度优先的依赖优先遍历：
-
-1. 解析环后找到根节点（无入边的节点）
-2. 从每个根节点开始 DFS，先访问所有依赖项
-3. 在依赖项全部访问后才将当前节点加入结果
-4. 处理未访问的孤立节点
-
-### 图构建与叶子节点
-
-```mermaid
-graph TD
-    A[Components Dict] --> B[build_graph_from_components]
-    B --> C[Adjacency List Graph]
-    C --> D[get_leaf_nodes]
-    D --> E[resolve_cycles]
-    E --> F[Find nodes not depended on by others]
-    F --> G[Filter by component_type]
-    G --> H{Has class/interface/struct?}
-    H -->|Yes| I[Keep only class/interface/struct leaves]
-    H -->|No| J[Include function leaves for C projects]
-```
-
-`build_graph_from_components`：从 Node 字典构建邻接表，仅保留项目内的依赖边。
-
-`get_leaf_nodes`：识别叶子节点（无其他节点依赖它的节点），并进行多重过滤：
-- 按组件类型过滤：优先保留 class/interface/struct，C 项目回退到 function
-- 排除无效标识符：过滤含 error/exception 等关键词的节点
-- 数量控制：当叶子节点超过 400 个时，进一步排除被其他节点依赖的节点
-- `__init__` 方法合并到类名
-
-## 与其他模块的关系
-
-- [分析服务](分析服务.md)：AnalysisService 构建 AnalysisResult，DependencyGraphBuilder 调用拓扑排序和叶子节点算法
-- [语言分析器](语言分析器.md)：各语言分析器输出 Node 和 CallRelationship 实例
-- [分析器工具](分析器工具.md)：图算法中使用 external_symbols 判断外部依赖
-- [Web 前端服务](Web 前端服务.md)：分析结果驱动文档生成的模块树结构
-- [共享基础设施](共享基础设施.md)：FileManager 用于依赖图 JSON 的持久化
-
-## 设计要点
-
-1. **Pydantic 模型**：所有数据模型继承 BaseModel，自动获得序列化、反序列化、类型校验能力
-2. **自然依赖方向**：图的边方向为 A→B 表示 A 依赖 B，与直觉一致
-3. **环容忍性**：所有图算法先调用 resolve_cycles，确保循环依赖不会导致死锁
-4. **叶子节点语义**：叶子节点是文档生成的起点，从底层无依赖组件开始向上生成
-5. **类型感知过滤**：叶子节点过滤策略根据项目语言特性自动适配（OOP 项目用类，C 项目用函数）
\ No newline at end of file
diff --git "a/repowiki/\350\257\255\350\250\200\345\210\206\346\236\220\345\231\250.md" "b/repowiki/\350\257\255\350\250\200\345\210\206\346\236\220\345\231\250.md"
deleted file mode 100644
index 866857ba..00000000
--- "a/repowiki/\350\257\255\350\250\200\345\210\206\346\236\220\345\231\250.md"
+++ /dev/null
@@ -1,190 +0,0 @@
-# 语言分析器
-
-## 模块概述
-
-语言分析器模块是 CodeWiki-CN 依赖分析引擎的多语言 AST 解析层，为每种支持的编程语言提供专门的语法分析器。该模块通过两种技术路线实现代码组件提取：Python 使用内置 `ast` 模块，其余 8 种语言（Java、JavaScript、TypeScript、C、C++、C#、PHP、Kotlin）使用 Tree-sitter 增量解析框架。所有分析器输出统一的 `Node` 和 `CallRelationship` 数据模型，供上层 [分析服务](分析服务.md) 统一消费。
-
-## 核心功能
-
-- **多语言组件提取**：从源代码中提取类、接口、结构体、函数、方法等代码组件
-- **调用关系识别**：识别函数调用、继承关系、接口实现、字段类型依赖等
-- **统一输出格式**：所有分析器输出 `List[Node]` 和 `List[CallRelationship]`
-- **限定名解析**：为每个组件生成全限定名，支持跨文件关系解析
-
-## 架构总览
-
-```mermaid
-graph TD
-    subgraph Dispatcher[调度层]
-        CGA[CallGraphAnalyzer]
-    end
-    subgraph PythonAnalyzer[Python 分析器]
-        PYA[PythonASTAnalyzer]
-    end
-    subgraph TreeSitterAnalyzers[Tree-sitter 分析器群]
-        JAVA[TreeSitterJavaAnalyzer]
-        JS[TreeSitterJSAnalyzer]
-        TS[TreeSitterTSAnalyzer]
-        C[TreeSitterCAnalyzer]
-        CPP[TreeSitterCppAnalyzer]
-        CS[TreeSitterCSharpAnalyzer]
-        PHP[TreeSitterPHPAnalyzer]
-        KT[TreeSitterKotlinAnalyzer]
-    end
-    subgraph Support[辅助组件]
-        NS[NamespaceResolver PHP]
-    end
-    CGA --> PYA
-    CGA --> JAVA
-    CGA --> JS
-    CGA --> TS
-    CGA --> C
-    CGA --> CPP
-    CGA --> CS
-    CGA --> PHP
-    CGA --> KT
-    PHP --> NS
-```
-
-## 分析器分类
-
-| 语言 | 分析器类 | 解析技术 | 提取的组件类型 |
-|------|----------|----------|--------------|
-| Python | PythonASTAnalyzer | Python ast 模块 | class, function, method |
-| Java | TreeSitterJavaAnalyzer | tree-sitter-java | class, interface, enum, record, annotation, method |
-| JavaScript | TreeSitterJSAnalyzer | tree-sitter-javascript | class, interface, function, method |
-| TypeScript | TreeSitterTSAnalyzer | tree-sitter-typescript | class, interface, function, method |
-| C | TreeSitterCAnalyzer | tree-sitter-c | function, struct |
-| C++ | TreeSitterCppAnalyzer | tree-sitter-cpp | class, struct, function, method |
-| C# | TreeSitterCSharpAnalyzer | tree-sitter-csharp | class, interface, struct, method |
-| PHP | TreeSitterPHPAnalyzer | tree-sitter-php | class, interface, function, method |
-| Kotlin | TreeSitterKotlinAnalyzer | tree-sitter-kotlin | class, function, method |
-
-## 组件详解
-
-### PythonASTAnalyzer（Python AST 分析器）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/analyzers/python.py`
-
-基于 Python 内置 `ast.NodeVisitor` 实现的访问者模式分析器。
-
-**核心职责：**
-- 遍历 Python AST 提取类定义（`visit_ClassDef`）和函数定义（`visit_FunctionDef`/`visit_AsyncFunctionDef`）
-- 提取基类继承关系，自动解析 `ast.Name` 和 `ast.Attribute` 形式的基类名
-- 识别函数调用（`visit_Call`），过滤 Python 内置函数（print、len、isinstance 等）
-- 仅提取顶层函数和类定义，类内方法作为类组件的一部分
-
-**组件 ID 格式：**
-- 类：`相对路径::ClassName`
-- 类方法：`相对路径::ClassName.method_name`
-- 顶层函数：`相对路径::function_name`
-
-**调用关系提取逻辑：**
-- caller 为当前类或当前函数（优先类级别）
-- 如果 callee 在本文件的 `top_level_nodes` 中，标记为已解析
-- 支持 `obj.method` 形式的属性调用
-
-### TreeSitterJavaAnalyzer（Java 分析器）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/analyzers/java.py`
-
-功能最丰富的 Tree-sitter 分析器，处理 Java 的包系统、导入解析和类型推断。
-
-**核心职责：**
-- 提取包名和导入声明，构建 `import_map`（简单名 → 全限定名）和 `wildcard_imports`
-- 识别 6 种类型声明：class、abstract class、interface、enum、record、annotation
-- 提取 5 种关系类型：继承、接口实现、字段类型使用、方法调用、对象创建
-- 变量类型推断：通过局部变量声明、方法参数、字段声明解析对象方法调用的目标类型
-- 过滤 JDK 类型：通过 `is_external_symbol` 排除 java.lang、java.*、javax.* 类型
-- 泛型参数过滤：识别作用域内的类型参数（如 `K`、`V`），避免误判为项目组件
-
-**关系解析策略：**
-
-```mermaid
-graph LR
-    A[Method Invocation] --> B{Has object?}
-    B -->|Yes| C[Resolve variable type]
-    B -->|No| D[Resolve via import map]
-    C --> E{Type in project?}
-    E -->|Yes| F[Create relationship]
-    E -->|No| G[Check if external]
-    D --> H{Import maps to project?}
-    H -->|Yes| F
-    H -->|No| G
-```
-
-**限定名生成：**
-- 类：`package.ClassName`
-- 方法：`package.ClassName.methodName`
-- 嵌套类型：`package.Outer.Inner`
-
-### TreeSitterJSAnalyzer（JavaScript 分析器）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/analyzers/javascript.py`
-
-处理 JavaScript 的多种函数声明形式和类体系。
-
-**核心职责：**
-- 提取 5 种函数声明形式：`function_declaration`、`generator_function_declaration`、`export_statement`、`lexical_declaration`（箭头函数/函数表达式）、`method_definition`
-- 识别类声明、抽象类、接口，提取继承关系（`class_heritage`）
-- 提取方法调用（`call_expression`）、`new` 表达式、`await` 表达式
-- JSDoc 类型依赖提取：解析 `@param`、`@returns`、`@type`、`@typedef` 中的类型引用
-- 内置类型过滤：排除 JavaScript 原生类型（Array、Promise、Map 等）和 JSDoc 泛型参数
-
-**去重机制：** 使用 `seen_relationships` 集合基于 (caller, callee, call_line) 三元组去重。
-
-### TypeScript / C / C++ / C# / Kotlin 分析器
-
-这些分析器遵循与 Java/JS 分析器相同的架构模式：
-
-1. **初始化**：加载对应语言的 Tree-sitter 语法，创建解析器
-2. **组件提取**：递归遍历 AST，识别类型声明和函数/方法定义
-3. **关系提取**：识别调用表达式、继承关系、字段类型引用
-4. **限定名生成**：根据语言约定生成全限定名
-
-**各语言特殊处理：**
-
-| 语言 | 特殊处理 |
-|------|----------|
-| TypeScript | 处理类型注解、泛型约束、namespace |
-| C | 提取 struct 和函数，处理头文件包含关系 |
-| C++ | 处理 namespace、模板、类成员函数 |
-| C# | 处理 namespace、属性、委托、事件 |
-| Kotlin | 处理 companion object、data class、扩展函数 |
-
-### NamespaceResolver（PHP 命名空间解析器）
-
-**源文件**：`codewiki/src/be/dependency_analyzer/analyzers/php.py`
-
-PHP 专用的命名空间解析辅助类，处理 PHP 的 `use` 声明和命名空间规则。
-
-**核心职责：**
-- 提取 `namespace` 声明和 `use` 导入语句
-- 解析 PHP 的部分名规则（unqualified name 自动拼接当前命名空间）
-- 构建类名到全限定名的映射表
-
-## 分析器通用流程
-
-```mermaid
-graph TD
-    A[Source Code Content] --> B[Parse AST]
-    B --> C[Extract Nodes]
-    C --> D[Extract Relationships]
-    D --> E[Generate Component IDs]
-    E --> F[Return Node list + CallRelationship list]
-```
-
-## 与其他模块的关系
-
-- [分析服务](分析服务.md)：CallGraphAnalyzer 按文件语言分派到对应分析器，分析结果是上层构建依赖图的基础
-- [数据模型与算法](数据模型与算法.md)：所有分析器输出统一的 Node 和 CallRelationship 模型
-- [分析器工具](分析器工具.md)：使用 external_symbols 模块过滤外部符号，使用 patterns 模块的 CODE_EXTENSIONS 映射
-- [共享基础设施](共享基础设施.md)：通过 Config 获取仓库路径信息
-
-## 设计要点
-
-1. **语言专门化**：每种语言使用最适合的解析技术，Python 用内置 AST，其他用 Tree-sitter
-2. **统一接口**：所有分析器返回 `(List[Node], List[CallRelationship])` 元组，对上层透明
-3. **延迟导入**：分析器模块使用延迟导入（`from ... import ...`），避免初始化时加载所有语言解析器
-4. **导入解析**：Java 分析器实现完整的 import map，JS 分析器实现 JSDoc 类型解析，PHP 使用 NamespaceResolver
-5. **外部符号过滤**：分层过滤策略——语言前缀规则 + 标准库符号集合 + 项目包匹配
\ No newline at end of file
diff --git a/skill/codewiki-wiki-generator/SKILL.md b/skill/codewiki-wiki-generator/SKILL.md
index 4a8ac2ff..425bab11 100644
--- a/skill/codewiki-wiki-generator/SKILL.md
+++ b/skill/codewiki-wiki-generator/SKILL.md
@@ -1,64 +1,85 @@
 ---
 name: codewiki-wiki-generator
-description: "使用 CodeWiki-CN MCP 工具为代码仓库生成 Wiki 文档。当用户要求生成 Wiki、代码文档、仓库文档或分析代码库结构时使用此技能。需要已配置 CodeWiki-CN MCP 服务器。"
-version: 1.0.0
+description: "Generate Wiki documentation for code repositories using CodeWiki-CN MCP tools. Use this skill when the user asks to generate a Wiki, code documentation, repository documentation, or analyze codebase structure. Requires CodeWiki-CN MCP server to be configured."
+version: 2.0.0
 ---
 
-# CodeWiki 文档生成器
+# CodeWiki Documentation Generator
 
-你是一位代码文档生成专家。使用 CodeWiki-CN 的 MCP 工具为代码仓库生成全面的 Wiki 文档。所有 9 个工具均**无需配置 LLM**——你提供全部智能推理能力，CodeWiki 提供工具链。
+You are a code documentation generation expert. Use CodeWiki-CN's MCP tools to generate comprehensive Wiki documentation for code repositories. All 8 tools require **no LLM configuration** — you provide all the intelligence and reasoning, CodeWiki provides the toolchain.
 
-## 前置条件
+## Core Mechanism: File Side-Channel
 
-开始前，确认 CodeWiki MCP 服务器可用。MCP 工具列表中应包含以下 9 个工具：`analyze_repo`、`read_code_components`、`view_repo_file`、`write_doc_file`、`edit_doc_file`、`save_module_tree`、`get_processing_order`、`get_prompt`、`close_session`。
+CodeWiki MCP uses a **file side-channel** architecture: large data payloads (component index, source code, processing order) are written to disk files, and MCP returns only file paths and concise summaries. You need to **use your own file reading capabilities** to read workspace files for complete data.
 
-如果工具不可用，请提示用户安装并配置 CodeWiki-CN：
+The workspace directory is located at `{repo_path}/.codewiki/sessions/{session_id}/`, containing:
+
+- `component_index.json` — Complete component index (each entry includes id/type/file)
+- `leaf_nodes.json` — Complete list of leaf node IDs
+- `languages.json` — Language statistics
+- `summary.json` — Analysis summary
+- `changes.json` — Incremental change information (optional)
+- `processing_order.json` — Documentation generation order
+- `sources/` — Component source files (one `.src` file per component)
+
+## Prerequisites
+
+Before starting, confirm the CodeWiki MCP server is available. The MCP tool list should include the following 8 tools: `analyze_repo`, `read_code_components`, `write_doc_file`, `edit_doc_file`, `save_module_tree`, `get_processing_order`, `get_prompt`, `close_session`.
+
+If tools are unavailable, prompt the user to install and configure CodeWiki-CN:
 
 ```bash
-git clone https://github.com/mambo-wang/CodeWiki-CN.git
-cd CodeWiki-CN && pip install -e .
+git clone https://github.com/FSoft-AI4Code/CodeWiki.git
+cd CodeWiki && pip install -e .
 ```
 
-然后在 MCP 配置中添加：
+Then add to MCP configuration:
 
 ```json
-{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki-CN"}}}
+{"mcpServers":{"codewiki":{"command":"python","args":["-m","codewiki.mcp.server"],"cwd":"/path/to/CodeWiki"}}}
 ```
 
-## 五阶段工作流程
+## Five-Phase Workflow
 
-严格按以下顺序执行。阶段 1 之后的所有工具调用都需要 `analyze_repo` 返回的 `session_id`。
+Execute strictly in the following order. All tool calls after Phase 1 require the `session_id` returned by `analyze_repo`.
 
-### 阶段 1：分析仓库
+### Phase 1: Analyze Repository
 
-调用 `analyze_repo`：
+Call `analyze_repo`:
 
 ```json
-{ "repo_path": "<仓库绝对路径>", "output_dir": "<仓库路径>/repowiki" }
+{ "repo_path": "<absolute repo path>", "output_dir": "<repo path>/repowiki" }
 ```
 
-返回内容：`session_id`、`component_index`（组件列表，含 id/type/file/depends_on）、`leaf_nodes`、`languages`。
+Returns: `session_id`, `workspace_dir` (workspace root path), `stats` (component/leaf counts, language statistics), `files` (paths to each data file), `changes` (incremental change information).
+
+**You must read workspace files next for complete data:**
+
+1. Read `{workspace_dir}/component_index.json` — Complete component list
+2. Read `{workspace_dir}/leaf_nodes.json` — Leaf node ID list
+3. Review `stats` to understand repository scale and plan clustering strategy
 
-**牢记 `session_id`**——后续每一步都需要它。
+**Remember the `session_id`** — every subsequent step requires it.
 
-### 阶段 2：模块聚类
+### Phase 2: Module Clustering
 
-这是最需要理解力的阶段。你需要将组件分组为逻辑模块。
+This is the phase that requires the most comprehension. You need to group components into logical modules.
 
-1. **获取聚类规则**：调用 `get_prompt`，参数 `{"prompt_type": "cluster"}`
-2. **阅读源码**（组件超过 50 个时）：分批调用 `read_code_components`，每批 15-20 个叶节点 ID，理解各组件的功能和关联
-3. **按以下原则分组**：
-   - 功能内聚：关系紧密的组件放入同一模块
-   - 文件归属：同一文件/目录下的组件倾向归入同一模块
-   - 规模控制：通常 3-8 个顶层模块，每个模块 5-30 个组件
-   - 组件 ID 必须原样保留（含 `::` 前缀）
-4. **保存模块树**：调用 `save_module_tree`：
+1. **Get clustering rules**: Call `get_prompt` with `{"prompt_type": "cluster"}`
+2. **Read source code**: Call `read_code_components` with component ID lists; source code is written to the workspace `sources/` directory, then read these `.src` files directly to understand each component's functionality and relationships. You can pass any number of component IDs per batch (no limit, no truncation)
+3. **Read additional repository files if needed**: Use your file reading tools directly to read source files within the repository
+4. **Group by the following principles**:
+   - Functional cohesion: closely related components go into the same module
+   - File proximity: components in the same file/directory tend to belong to the same module
+   - Scale control: typically 3-8 top-level modules, each with 5-30 components
+   - Component IDs must be preserved exactly (including `::` separators)
+5. **Save module tree**: Call `save_module_tree`:
 
 ```json
 {
   "session_id": "<session_id>",
   "module_tree": {
-    "模块名": {
+    "ModuleName": {
       "components": ["file.py::ClassA", "file.py::func_b"],
       "children": {}
     }
@@ -66,109 +87,95 @@ cd CodeWiki-CN && pip install -e .
 }
 ```
 
-返回结果中包含 `processing_order`——叶优先的文档生成顺序。
+The return result includes the `processing_order_file` path — read this file to get the leaf-first documentation generation order.
 
-### 阶段 3：逐模块生成文档
+### Phase 3: Per-Module Documentation Generation
 
-按 `processing_order` 的顺序处理各模块。**先处理叶模块**，再处理父模块。
+Read `processing_order.json` to get the processing order. **Process leaf modules first**, then parent modules.
 
-**每个叶模块**（is_leaf=true）：
+**For each leaf module** (is_leaf=true):
 
-1. 获取系统提示词：`get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<模块名>"}}`
-2. 读取源码：`read_code_components` → 该模块所有组件 ID
-3. 如需更多上下文，用 `view_repo_file` 补充读取
-4. 撰写文档，包含：模块简介与核心功能、架构图（至少 1 个 Mermaid 图表）、各组件职责说明、交叉引用 `[模块名](模块名.md)`
-5. 保存：`write_doc_file` → `{"session_id": "...", "filename": "<模块名>.md", "content": "..."}`
+1. Get system prompt: `get_prompt` → `{"prompt_type": "system_leaf", "variables": {"module_name": "<module name>"}}`
+2. Read source code: `read_code_components` → all component IDs in this module, then read files under `sources/`
+3. For additional context, use your file reading tools directly to read relevant source files in the repository
+4. Write documentation including: module introduction and core functionality, architecture diagram (at least 1 Mermaid diagram), component responsibility descriptions, cross-references `[Module Name](module_name.md)`
+5. Save: `write_doc_file` → `{"session_id": "...", "filename": "<module name>.md", "content": "..."}`
 
-如果 Mermaid 校验失败，修正语法后用 `edit_doc_file`（`command: "str_replace"`）修改。
+If Mermaid validation fails, fix the syntax and retry with `edit_doc_file` (`command: "str_replace"`).
 
-**每个父模块**（is_leaf=false）：
+**For each parent module** (is_leaf=false):
 
-1. 用 `view_repo_file` 读取所有子模块已生成的 .md 文件
-2. 获取总览提示词：`get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<模块名>"}}`
-3. 综合子模块文档，生成父模块总览
-4. 用 `write_doc_file` 保存
+1. Read all child modules' generated `.md` files directly using your file reading tools
+2. Get overview prompt: `get_prompt` → `{"prompt_type": "overview_module", "variables": {"module_name": "<module name>"}}`
+3. Synthesize child module documentation into a parent module overview
+4. Save with `write_doc_file`
 
-### 阶段 4：生成仓库总览
+### Phase 4: Generate Repository Overview
 
-1. 获取提示词：`get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<仓库名>"}}`
-2. 用 `view_repo_file` 读取所有已生成的模块文档
-3. 撰写仓库级总览，包含：项目简介、端到端架构图（Mermaid）、各模块文档的引用链接
-4. 保存：`write_doc_file` → `filename: "overview.md"`
+1. Get prompt: `get_prompt` → `{"prompt_type": "overview_repo", "variables": {"repo_name": "<repo name>"}}`
+2. Read all generated module documentation using your file reading tools
+3. Write a repository-level overview including: project introduction, end-to-end architecture diagram (Mermaid), reference links to each module's documentation
+4. Save: `write_doc_file` → `filename: "overview.md"`
 
-### 阶段 5：清理
+### Phase 5: Cleanup
 
-调用 `close_session` → `{"session_id": "<session_id>"}` 释放内存。
+Call `close_session` → `{"session_id": "<session_id>"}` to release memory and clean up workspace files.
 
-## 增量更新模式
+## Incremental Update Mode
 
-当仓库已生成过文档（`output_dir` 下存在 `metadata.json` 和 `module_tree.json`），`analyze_repo` 的返回结果会包含 `changes` 字段：
-
-```json
-{
-  "changes": {
-    "has_previous": true,
-    "no_changes": false,
-    "method": "git",
-    "changed_files": ["auth.py", "utils.py::hash_password"],
-    "affected_modules": ["认证模块"],
-    "cascade_modules": ["核心系统", "overview"]
-  }
-}
-```
+When documentation has already been generated for a repository (`metadata.json` and `module_tree.json` exist under `output_dir`), the `analyze_repo` return result includes a `changes` field, with complete data written to the `changes.json` file (the changed_files list is no longer truncated).
 
-**变更检测策略**：优先使用 `git diff`（对比 commit SHA + 检查工作区未提交变更），非 git 仓库回退到对比文件修改时间。
+**Change detection strategy**: Prefers `git diff` (comparing commit SHA + checking for uncommitted workspace changes); falls back to comparing file modification times for non-git repositories.
 
-**增量更新流程**：
+**Incremental update workflow**:
 
-1. 调用 `analyze_repo`，检查 `changes` 字段
-2. 如果 `no_changes: true`，告知用户文档已是最新，无需操作
-3. 如果 `no_changes: false`，**只更新 `affected_modules` 中列出的模块**：
-   - 用 `read_code_components` 读取变更组件的新源码
-   - 用 `edit_doc_file`（`str_replace`）局部修改对应文档，而非整篇重写
-4. 对 `cascade_modules` 中的父模块，读取已更新的子文档后同步刷新总览
-5. 最后更新 `overview.md`
+1. Call `analyze_repo` and check the returned `changes` field or read the `changes.json` file
+2. If `no_changes: true`, inform the user that documentation is up-to-date, no action needed
+3. If `no_changes: false`, **only update modules listed in `affected_modules`**:
+   - Use `read_code_components` to read new source code for changed components (written to workspace files, then read)
+   - Use `edit_doc_file` (`str_replace`) to partially modify the corresponding documentation instead of rewriting the entire document
+4. For parent modules in `cascade_modules`, read updated child documents and refresh the overview accordingly
+5. Finally update `overview.md`
 
-增量更新的粒度是**模块级**——一个模块内任一组件变更，该模块文档需要更新。相比全量生成，增量更新通常只需处理 1-3 个模块。
+The granularity of incremental updates is **module-level** — if any component in a module changes, that module's documentation needs updating.
 
-## 工具速查表
+## Tool Quick Reference
 
-| 工具 | 用途 |
-|------|------|
-| `analyze_repo` | 分析仓库，构建依赖图，返回组件索引 |
-| `read_code_components` | 根据组件 ID 读取源码（格式：`文件::名称`） |
-| `view_repo_file` | 只读浏览仓库文件/目录 |
-| `write_doc_file` | 创建 .md 文档（自动 Mermaid 校验） |
-| `edit_doc_file` | 编辑文档：`str_replace` / `insert` / `undo` |
-| `save_module_tree` | 保存模块聚类结果 |
-| `get_processing_order` | 获取叶优先的处理顺序 |
-| `get_prompt` | 获取提示词模板：`cluster`、`system_leaf`、`system_complex`、`user`、`overview_module`、`overview_repo` |
-| `close_session` | 关闭会话释放资源（2 小时自动过期） |
+| Tool | Purpose | Data Flow |
+|------|---------|-----------|
+| `analyze_repo` | Analyze repository, build dependency graph | Writes files to workspace, returns paths + stats |
+| `read_code_components` | Get component source code | Each component written to `sources/*.src`, returns paths |
+| `write_doc_file` | Create .md documents (auto Mermaid validation) | Writes file directly |
+| `edit_doc_file` | Edit documents: `str_replace` / `insert` / `undo` | Modifies file directly |
+| `save_module_tree` | Save module clustering results | Writes module_tree.json + processing_order.json |
+| `get_processing_order` | Get leaf-first processing order | Writes processing_order.json, returns path |
+| `get_prompt` | Get prompt templates | Returns inline (small data) |
+| `close_session` | Close session and release resources | Cleans up workspace files |
 
-## 文档质量标准
+## Documentation Quality Standards
 
-- **语言**：默认中文撰写（除非用户指定其他语言）
-- **Mermaid 图表**：每个模块至少 1 个架构图，优先使用 `graph TD` 或 `graph LR`
-- **交叉引用**：引用其他模块时使用 `[模块名](模块名.md)` 格式
-- **代码示例**：关键函数/类展示签名和简要用法
-- **篇幅**：叶模块文档 200-500 行，父模块总览 100-300 行，仓库总览 80-200 行
+- **Language**: Write in English by default (unless the user specifies another language)
+- **Mermaid diagrams**: At least 1 architecture diagram per module, prefer `graph TD` or `graph LR`
+- **Cross-references**: Use `[Module Name](module_name.md)` format when referencing other modules
+- **Code examples**: Show signatures and brief usage for key functions/classes
+- **Length**: Leaf module docs 200-500 lines, parent module overviews 100-300 lines, repository overview 80-200 lines
 
-## Mermaid 语法规范
+## Mermaid Syntax Guidelines
 
 ```mermaid
 graph TD
-    A[组件A] --> B[组件B]
-    A --> C[组件C]
+    A[ComponentA] --> B[ComponentB]
+    A --> C[ComponentC]
 ```
 
-- 节点 ID 仅使用字母和数字（避免中文、空格、冒号）
-- 节点标签用方括号包裹：`A[显示文本]`
-- 子图语法：`subgraph 标题 ... end`
-- 禁止使用 `click`、`linkStyle` 等交互语法
+- Node IDs use only letters and digits (avoid Chinese characters, spaces, colons)
+- Node labels wrapped in square brackets: `A[display text]`
+- Subgraph syntax: `subgraph title ... end`
+- Do not use interactive syntax like `click`, `linkStyle`, etc.
 
-## 错误处理
+## Error Handling
 
-- **Mermaid 校验失败**：工具会返回校验错误信息，修正语法后用 `edit_doc_file` + `str_replace` 重试
-- **会话过期**（2 小时超时）：重新调用 `analyze_repo` 创建新会话
-- **大型仓库（>10 万行）**：`analyze_repo` 可能需要约 30 秒，可通过 `include_patterns`/`exclude_patterns` 缩小分析范围
-- **组件 ID 格式**：始终使用 `component_index` 中的原始 ID（如 `src/main.py::MyClass`），保留 `::` 分隔符
+- **Mermaid validation failure**: The tool returns validation error details; fix the syntax and retry with `edit_doc_file` + `str_replace`
+- **Session expired** (2-hour timeout): Re-call `analyze_repo` to create a new session
+- **Large repositories**: `analyze_repo` may take ~30 seconds; use `include_patterns`/`exclude_patterns` to narrow the analysis scope. There are no longer any component count or source code length truncation limits
+- **Component ID format**: Always use the original IDs from `component_index.json` (e.g., `src/main.py::MyClass`), preserving the `::` separator

From 65828024ae2e34952598aad493a413713dee3fd2 Mon Sep 17 00:00:00 2001
From: mambo-wang <iamwangbao@163.com>
Date: Tue, 23 Jun 2026 18:23:57 +0800
Subject: [PATCH 26/26] fix: add mcp SDK to dependencies and fix file encoding
 in utils

- Add mcp>=1.0.0 to pyproject.toml dependencies (fixes ModuleNotFoundError on fresh install)
- Add explicit utf-8 encoding to FileManager file operations
---
 codewiki/src/utils.py                          | 18 +++++++++---------
 pyproject.toml                                 |  3 ++-
 .../codewiki-wiki-generator/SKILL.md           |  0
 3 files changed, 11 insertions(+), 10 deletions(-)
 rename {skill => skills}/codewiki-wiki-generator/SKILL.md (100%)

diff --git a/codewiki/src/utils.py b/codewiki/src/utils.py
index a1801726..7f03b7a6 100644
--- a/codewiki/src/utils.py
+++ b/codewiki/src/utils.py
@@ -18,28 +18,28 @@ def ensure_directory(path: str) -> None:
     @staticmethod
     def save_json(data: Any, filepath: str) -> None:
         """Save data as JSON to file."""
-        with open(filepath, 'w') as f:
-            json.dump(data, f, indent=4)
-    
+        with open(filepath, 'w', encoding='utf-8') as f:
+            json.dump(data, f, indent=4, ensure_ascii=False)
+
     @staticmethod
     def load_json(filepath: str) -> Optional[Dict[str, Any]]:
         """Load JSON from file, return None if file doesn't exist."""
         if not os.path.exists(filepath):
             return None
-        
-        with open(filepath, 'r') as f:
+
+        with open(filepath, 'r', encoding='utf-8') as f:
             return json.load(f)
-    
+
     @staticmethod
     def save_text(content: str, filepath: str) -> None:
         """Save text content to file."""
-        with open(filepath, 'w') as f:
+        with open(filepath, 'w', encoding='utf-8') as f:
             f.write(content)
-    
+
     @staticmethod
     def load_text(filepath: str) -> str:
         """Load text content from file."""
-        with open(filepath, 'r') as f:
+        with open(filepath, 'r', encoding='utf-8') as f:
             return f.read()
 
 file_manager = FileManager()
diff --git a/pyproject.toml b/pyproject.toml
index e4126004..74f26a09 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,8 @@ dependencies = [
     "python-multipart>=0.0.20",
     "colorama>=0.4.6",
     "logfire>=4.1.0",
-    "coding-agent-wrapper>=0.1.2"
+    "coding-agent-wrapper>=0.1.2",
+    "mcp>=1.0.0"
 ]
 
 [external]
diff --git a/skill/codewiki-wiki-generator/SKILL.md b/skills/codewiki-wiki-generator/SKILL.md
similarity index 100%
rename from skill/codewiki-wiki-generator/SKILL.md
rename to skills/codewiki-wiki-generator/SKILL.md