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Research GitHub repositories, topics, trending projects, issues, discussions, and community activity. Use when user asks about GitHub projects, open-source tools, repo stats, contributor activity, or any task requiring GitHub data.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Cold email outreach agent for plusvibe.ai. Campaign planning, subject line optimization, audience segmentation, drip sequence design, deliverability strategy. Writes all outputs to MemOS email-mkt-cube.
Master research orchestration skill. Decomposes any research query into parallel domain streams, spawns specialized researcher agents, and synthesizes results into a comprehensive intelligence brief. Replaces deep-research for multi-stream research tasks. Use Opus-class model for this role.
Domain researcher for academic and intellectual discourse — orchestrates arxiv and hn-research to cover cutting-edge papers, citation landscapes, and technical community reaction on Hacker News. Returns a structured academic intelligence report.
Implement Karpathy's autoresearch self-improving agent loop framework. Use when researching autonomous AI research agents, self-optimizing systems, or integrating test-time compute scaling into agent workflows.
Domain researcher for code and ML ecosystem signals — orchestrates github-research and huggingface-hub to produce a unified code intelligence report covering repos, releases, models, datasets, and community activity.
Deep research protocol — ALWAYS load this skill before any research task. For multi-stream research with parallel domain agents, use research-coordinator instead.
| name | github-research |
| description | Research GitHub repositories, topics, trending projects, issues, discussions, and community activity. Use when user asks about GitHub projects, open-source tools, repo stats, contributor activity, or any task requiring GitHub data. |
Research GitHub repositories, topics, trends, and community activity using the gh CLI and web extraction.
# Search repositories by topic/keyword
gh search repos "paperclip" --limit 10
# Get repo details
gh repo view NousResearch/hermes-agent
# List repo issues
gh issue list --repo paperclipai/paperclip --state all --limit 20
# Search issues/discussions
gh search issues "multi-agent orchestration" --limit 10
# Get repo README
gh repo view paperclipai/paperclip --json readme --jq '.readme' | head -100
# Trending repos
gh search repos "created:>2026-01-01" --sort stars --limit 20
gh search repos to find relevant projectsgh repo view for description, stars, forks, topics| Task | Command |
|---|---|
| Search repos | gh search repos "query" --limit 10 |
| Repo details | gh repo view owner/repo |
| Issues | gh issue list --repo owner/repo --state all --limit 20 |
| PRs | gh pr list --repo owner/repo --state all --limit 10 |
| Releases | gh release list --repo owner/repo |
| Topics | gh repo list owner --topic topic-name |
| Star history | gh api repos/owner/repo/stargazers --paginate |
When gh doesn't cover it, use Firecrawl or web search:
# Extract README directly
web_extract(urls: ["https://github.com/owner/repo"])
# Get GitHub Topics page
web_search(query: "site:github.com paperclip AI orchestration")
gh search repos "<competitor>" --limit 5
gh repo view <competitor>/<repo> --json description,stars,forks,topics
gh issue list --repo <competitor>/<repo> --state all --limit 10
gh api repos/owner/repo --jq '{stars, forks, open_issues, subscribers, updated_at}'
gh api repos/owner/repo/commit_activity --jq '.[-12:]' # last 12 weeks
gh api repos/owner/repo/contributors --jq 'length'
gh search repos "topic:ai-agents orchestration" --sort stars --limit 10
gh search repos "topic:multi-agent" --sort updated --limit 10