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github-helper

// Local GitHub repository helper for search, clone, sync, and issue/PR inspection workflows. Use when users mention github/repo/repository, ask to download or track repositories, or need structured local knowledge at /Users/liuchen/Documents/github with gh CLI and GitHub MCP integration.

$ git log --oneline --stat
stars:1,933
forks:367
updated:March 4, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
namegithub-helper
descriptionLocal GitHub repository helper for search, clone, sync, and issue/PR inspection workflows. Use when users mention github/repo/repository, ask to download or track repositories, or need structured local knowledge at /Users/liuchen/Documents/github with gh CLI and GitHub MCP integration.

GitHub Helper

Overview

管理本地 GitHub 仓库目录，维护可检索知识库，并为仓库检索、克隆、Issue/PR 跟踪提供统一流程。

Local Repository Directory

Default path: /Users/liuchen/Documents/github

This path is referenced in the knowledge base file: @/Users/liuchen/Documents/github/CLAUDE.md

Core Workflows

1. Initialize or Update Knowledge Base

When first using this skill or when user requests an update:

  1. Check if the github directory exists.
  2. If not found, ask user for the correct path.
  3. Scan the directory using scripts/scan_repos.py.
  4. Update CLAUDE.md using scripts/update_kb.py.

Example:

# Scan repositories
python3 scripts/scan_repos.py /Users/liuchen/Documents/github

# Update knowledge base (pass repos as JSON)
python3 scripts/update_kb.py /Users/liuchen/Documents/github '[{"name":"repo1","path":"/path","summary":"desc"}]'

2. Search for Repository

When user mentions a repository name:

  1. Check local first: Read @/Users/liuchen/Documents/github/CLAUDE.md.
  2. If found locally: Use local path to analyze and answer.
  3. If not found: Search GitHub using gh or GitHub MCP tools.
  4. Offer to download: Ask user whether to clone.

3. Download Repository

When user requests to download/clone:

  1. Clone to the github directory: 
    cd /Users/liuchen/Documents/github
git clone <repo-url>
  2. After successful clone, update knowledge base:
    • Run scripts/scan_repos.py to get repo info.
    • Run scripts/update_kb.py to update CLAUDE.md.

4. GitHub Search Integration

Use gh CLI first, then fall back to GitHub MCP:

Search repositories

gh search repos <query> --limit 10

Search issues

gh issue list --repo <owner/repo> --state all --limit 20

Search PRs

gh pr list --repo <owner/repo> --state all --limit 20

Answering Repository Questions

  1. Check whether repository exists in local knowledge base.
  2. If local, prioritize local code inspection.
  3. If information is insufficient, query GitHub issues/PRs/releases.

Directory Validation

If /Users/liuchen/Documents/github does not exist:

  1. Ask user for the correct repository root path.
  2. Update this SKILL.md path if needed.
  3. Initialize knowledge base at the new location.

Scripts

  • scan_repos.py: Scan local repositories and extract summaries.
  • update_kb.py: Update CLAUDE.md with repository metadata.