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分类: 开发与工程无需 API Key

mapping-codebases

为不熟悉的代码库生成可导航的代码地图。通过AST(tree-sitter)提取导出/导入,以创建_MAP.md文件,每个目录下展示类、函数、方法及其签名和行号。在探索仓库、理解项目结构、分析不熟悉的代码或进行修改前使用。触发条件包括“绘制此代码库的地图”、“探索仓库”、“理解结构”、“这个项目包含什么”,或者开始在一个不熟悉的仓库上工作时。

person作者: jakexiaohubgithub

Mapping Codebases

Generate _MAP.md files providing hierarchical code structure views. Maps show function signatures, class methods, imports, and line numbers—enabling API understanding without reading full source files.

Installation

uv venv /home/claude/.venv
uv pip install tree-sitter-language-pack --python /home/claude/.venv/bin/python

Generate Maps

/home/claude/.venv/bin/python /mnt/skills/user/mapping-codebases/scripts/codemap.py /path/to/repo --skip tests,.github,locale

Common skip patterns: tests,.github,.husky,locale,migrations,__snapshots__,coverage,target,docs

Navigate Via Maps

After generating maps, use them for navigation—read _MAP.md files, not source files directly.

Workflow:

  1. Read root _MAP.md for high-level structure
  2. Follow subdirectory links to drill into relevant areas
  3. Use function signatures and class methods to understand APIs
  4. Read full source only when implementation details are needed

Maps reveal without reading source:

  • All public functions with signatures: def record_attempt(subtask_id, session, success, approach, error=None) :200
  • Class structure with methods: RecoveryManagerclassify_failure(), is_circular_fix(), rollback_to_commit()
  • Import relationships showing module dependencies
  • Line numbers for direct navigation

Anti-pattern: Reading files directory-by-directory. Use maps to find what you need, then read only the specific file/lines required.

Map Contents

Each _MAP.md includes:

  • Directory statistics (file/subdirectory counts)
  • Subdirectory links for hierarchical navigation
  • Per-file: imports preview, symbol hierarchy with (C)lass/(m)ethod/(f)unction markers
  • Function signatures (Python full, TypeScript partial)
  • Line numbers (:42 format) for every symbol
  • Markdown files: h1/h2 heading ToC
  • Other files section (JSON, YAML, configs)

Example:

# services/
*Files: 4 | Subdirectories: 0*

## Files

### recovery.py
> Imports: `json, subprocess, dataclasses, datetime, enum`...
- **FailureType** (C) :24
- **RecoveryManager** (C) :43
  - **__init__** (m) `(self, spec_dir: Path, project_dir: Path)` :55
  - **classify_failure** (m) `(self, error: str, subtask_id: str)` :137
  - **record_attempt** (m) `(subtask_id, session, success, approach, error=None)` :200
  - **is_circular_fix** (m) `(self, subtask_id: str, current_approach: str)` :242
  - **get_recovery_hints** (m) `(self, subtask_id: str)` :495

Commands

# Generate maps
/home/claude/.venv/bin/python /mnt/skills/user/mapping-codebases/scripts/codemap.py /path/to/repo

# Skip directories
/home/claude/.venv/bin/python /mnt/skills/user/mapping-codebases/scripts/codemap.py /path/to/repo --skip tests,.github

# Clean maps
/home/claude/.venv/bin/python /mnt/skills/user/mapping-codebases/scripts/codemap.py /path/to/repo --clean

# Dry run
/home/claude/.venv/bin/python /mnt/skills/user/mapping-codebases/scripts/codemap.py /path/to/repo -n

Default skips: .git, node_modules, __pycache__, .venv, venv, dist, build, .next

Supported Languages

Python, JavaScript, TypeScript, TSX, Go, Rust, Ruby, Java, HTML, Markdown.

Limitations

  • Structural info only (symbols/imports), not semantic descriptions
  • Signatures: Python (full), TypeScript (partial), others (not extracted)
  • Markdown: h1/h2 headings only
  • Private symbols (_prefix) excluded from top-level exports