Chalk Labs
Need help deploying github-intel?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/gao-rh-github-intel
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: documents, backend, research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions: not checked yet.
What's inside
- Skill 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.
- License
- MIT
- Compatibility
- Python 3.10+ (stdlib only — no dependencies)
- Instructions
- 128 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (5)
- SKILL.md
- _meta.json
- github-tricks.md · references/
- repo_analyzer.py · scripts/
- repo_to_markdown.py · scripts/
SKILL.md (first lines)
# 🔍 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](https://github.com/settings/tokens) |
## Quick Start
```bash
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
```bash
# 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
```bash
# 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 PolicyFrom gao-rh/openclaw-core, MIT.
More from gao-rh/openclaw-core
- 0.409score
mermaid-diagrams
gao-rh
Create software diagrams using Mermaid syntax.
SkillDFreshness: DClaude Code +9 - 0.406score
deep-search
gao-rh
Multi-tier Perplexity search with Langfuse tracing.
SkillDFreshness: DClaude Code +9 - 0.406score
research-logger
gao-rh
Auto-saves deep search results to SQLite and Langfuse.
SkillDFreshness: DClaude Code +9 - 0.405score
code-review
gao-rh
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback…
SkillDFreshness: DClaude Code +9 - 0.402score
gitflow
gao-rh
Automatically monitor CI/CD pipeline status of new push across GitHub and GitLab in one place.
SkillDFreshness: DClaude Code +9 - 0.399score
knowledge-splitter
gao-rh
大型知识文档分块查阅工具。当需要查阅知识库时,先通过索引匹配对应分块,避免一次性加载整个文件。 适用于: knowledge/*.md 文档分块、专题知识库索引、增量更新。
SkillDFreshness: DClaude Code +9 - 0.394score
Analysis
gao-rh
Run deep system health checks across workspace, config, skills, and integrations with prioritized findings and remediation.
SkillDFreshness: DClaude Code +9 - 0.226score
github
gao-rh
Interact with GitHub using the `gh` CLI.
SkillDFreshness: DClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Mar 1, 2026 (8 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/gao-rh/openclaw-core
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
More from gao-rh
- 0.409score
mermaid-diagrams
gao-rh
Create software diagrams using Mermaid syntax.
SkillDFreshness: DClaude Code +9 - 0.406score
research-logger
gao-rh
Auto-saves deep search results to SQLite and Langfuse.
SkillDFreshness: DClaude Code +9 - 0.406score
deep-search
gao-rh
Multi-tier Perplexity search with Langfuse tracing.
SkillDFreshness: DClaude Code +9 - 0.405score
code-review
gao-rh
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback…
SkillDFreshness: DClaude Code +9 - 0.402score
gitflow
gao-rh
Automatically monitor CI/CD pipeline status of new push across GitHub and GitLab in one place.
SkillDFreshness: DClaude Code +9 - 0.399score
knowledge-splitter
gao-rh
大型知识文档分块查阅工具。当需要查阅知识库时,先通过索引匹配对应分块,避免一次性加载整个文件。 适用于: knowledge/*.md 文档分块、专题知识库索引、增量更新。
SkillDFreshness: DClaude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get github-intel running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
github-intel skill. Agent Mart. https://agentmart.dev/skills/gao-rh-github-intel (last updated 2026-10-24)