GitHub Intelligence

只读分析 GitHub 公共仓库：输出文件结构树、README、语言占比、Mermaid 架构图与近期提交活动，并可将整仓转换为单个 Markdown 文档；基于 Python 标准库脚本调用 GitHub API，可选 GITHUB_TOKEN 提升速率上限。

aiwithabidi

热度 76.70

最近更新 2026-05-10 17:38:36

分类：开发依赖：代码执行 / 第三方 API / 读写文件应用场景：研究 / 代码审查 / 报告撰写 / 摘要总结

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add a6-github-intel

Metadata

name: github-intel
description: Analyze any GitHub repository in AI-friendly format. Convert entire repos to single markdown documents, generate architecture diagrams with Mermaid, inspect structure trees, language breakdowns, and recent activity. Includes GitHub URL tricks, API shortcuts, and advanced search techniques. Read-only analysis — never executes code from repositories. Built for AI agents — Python stdlib only, no dependencies. Use for repository analysis, code architecture review, open source research, GitHub intelligence, repo documentation, and codebase understanding.
homepage: https://www.agxntsix.ai
license: MIT
compatibility: Python 3.10+ (stdlib only — no dependencies)
metadata: {"openclaw":{"emoji":"🔍","requires":{"env":[]},"primaryEnv":"GITHUB_TOKEN","homepage":"https://www.agxntsix.ai"}}

🔍 GitHub Intelligence

Analyze any GitHub repository in AI-friendly format. Convert repos to markdown, generate architecture diagrams, understand structure and patterns.

Features

Analyze repo structure — file tree, README, language breakdown, recent activity
Generate architecture diagrams — Mermaid flowcharts from codebase structure
Convert repo to markdown — entire repository as a single AI-readable document
Inspect language breakdown — percentage by language with file counts
Track recent activity — latest commits, contributors, release history
GitHub URL tricks — hidden features, API shortcuts, search operators
Control analysis depth — configurable directory traversal depth
Limit file count — cap files for large repos
Read-only guarantee — never executes code from repositories
Public API access — no token needed (optional token for higher rate limits)

Requirements

Variable	Required	Description
`GITHUB_TOKEN`	❌	Optional — increases rate limit from 60 to 5000 req/hr. Get from GitHub Settings

Quick Start

PY=~/.openclaw/workspace/.venv/bin/python3

# Analyze a repository
$PY skills/github-intel/scripts/repo_analyzer.py https://github.com/anthropics/claude-code

# Convert repo to single markdown
$PY skills/github-intel/scripts/repo_to_markdown.py https://github.com/openai/openai-python

# Deep analysis
$PY skills/github-intel/scripts/repo_analyzer.py https://github.com/user/repo --depth 3

Commands

Repo Analyzer

# Basic analysis
$PY scripts/repo_analyzer.py https://github.com/owner/repo

# Deep directory traversal
$PY scripts/repo_analyzer.py https://github.com/owner/repo --depth 3

# With authentication for higher rate limits
GITHUB_TOKEN=ghp_xxx $PY scripts/repo_analyzer.py https://github.com/owner/repo

Repo to Markdown

# Convert full repo
$PY scripts/repo_to_markdown.py https://github.com/owner/repo

# Limit files for large repos
$PY scripts/repo_to_markdown.py https://github.com/owner/repo --max-files 50

# Output to file
$PY scripts/repo_to_markdown.py https://github.com/owner/repo > repo.md

Output Format (Analyzer)

# Repository: owner/repo

## Structure
├── src/
│   ├── index.ts
│   └── ...
├── README.md
└── package.json

## README
[Full README content]

## Language Breakdown
- TypeScript: 78.2%
- JavaScript: 15.1%
- Shell: 6.7%

## Architecture (Mermaid)
graph TD
  A[CLI Entry] --> B[Command Parser]
  ...

## Recent Activity
- 2 days ago: feat: add streaming support
- 5 days ago: fix: handle timeout errors

References

File	Description
`references/github-tricks.md`	URL hacks, API shortcuts, search operators

Script Reference

Script	Description
`{baseDir}/scripts/repo_analyzer.py`	Full repository analysis with diagrams
`{baseDir}/scripts/repo_to_markdown.py`	Convert repo to single markdown document

⚠️ Security

This tool is READ-ONLY. It NEVER:

Executes code from repositories
Runs scripts, makefiles, or build commands
Evaluates any content from repos
Writes to any repository

All analysis is static file reading only.

Data Policy

This skill fetches public data from GitHub's API. No data is stored locally beyond the analysis output.

Built by M. Abidi

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