github-codebase-search
SKILL.md
github-codebase-search
Semantic search for public GitHub repositories powered by MorphLLM — an RL-trained subagent that runs parallel grep+read calls against the GitHub API to answer natural language questions about code. No cloning required.
Requires MORPH_API_KEY environment variable.
When to Use
- Understanding how a library or framework works internally (e.g., "how does Next.js resolve middleware?")
- Investigating upstream bugs or behavior in open-source dependencies
- Learning from reference implementations in well-known repos
- Tracing code paths in a repo you haven't cloned locally
- Exploring how an OSS project is structured or architected
When NOT to Use
- Questions about the local codebase — use codebase-search
- Private repositories (GitHub API access required)
- Simple documentation lookup — use context7
- Simple GitHub UI browsing (viewing READMEs, issues, PRs)
Decision Rule
Is the code on GitHub and not cloned locally? Use github-codebase-search. Is it in the local repo? Use codebase-search.
| Task | Tool |
|---|---|
| How does Next.js resolve API routes? | github-codebase-search |
| How does our auth middleware work? | codebase-search |
| How does Prisma handle migrations internally? | github-codebase-search |
| Where is the database config in our repo? | codebase-search |
| What does React's reconciler do with fibers? | github-codebase-search |
| What does the React docs say about useEffect? | context7 |
Workflow
DO NOT read script source code. Run scripts directly and use --help for usage.
Run a Semantic Search
python3 scripts/github-codebase-search.py search "<natural language query>" --repo <owner/repo>
query— a natural language question about the code--repo— GitHub repository inowner/repoformat (e.g.,vercel/next.js)--url— alternative: full GitHub URL (e.g.,https://github.com/vercel/next.js)- Must provide either
--repoor--url
# Search by owner/repo
python3 scripts/github-codebase-search.py search "how does the router resolve middleware" --repo vercel/next.js
# Search by GitHub URL
python3 scripts/github-codebase-search.py search "how does the router resolve middleware" --url https://github.com/vercel/next.js
# Search a specific branch
python3 scripts/github-codebase-search.py search "how are migrations handled" --repo prisma/prisma --branch main
# Increase timeout for large repos
python3 scripts/github-codebase-search.py search "trace the build pipeline" --repo facebook/react --timeout 180
Run python3 scripts/github-codebase-search.py --help for full usage.
Rules
- Write queries as natural language questions —
"How does the router resolve middleware chains?"works far better than"router middleware", because the search agent plans its own strategy based on your question. - Be specific about what you want to know —
"How does Prisma handle relation loading in findMany?"beats"Prisma relations". - Provide the owner/repo or URL — the tool needs to know which GitHub repo to search.
- Default timeout is 120s — for large repos, increase with
--timeout 180or higher.
Weekly Installs
1
Repository
trancong12102/a…ntskillsGitHub Stars
3
First Seen
Today
Security Audits
Installed on
claude-code1