← ClaudeAtlas

github-researchlisted

Explore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources, deeply analyzes code, and produces integration blueprints.
sergeeey/Claude-cod-top-2026 · ★ 5 · AI & Automation · score 73
Install: claude install-skill sergeeey/Claude-cod-top-2026
# GitHub Research Skill ## Trigger Activate this skill when the user wants to: - "Find repos for [topic]", "GitHub research on [topic]" - "Analyze open-source code for [topic]" - "Find implementations of [paper/technique]" - "Which repos implement [algorithm]?" - Uses `/github-research <deep-research-output-dir>` slash command ## Overview This skill systematically discovers, evaluates, and deeply analyzes GitHub repositories related to a research topic. It reads **deep-research** output (paper database, phase reports, code references) and produces an actionable integration blueprint for reusing open-source code. **Installation**: `~/.claude/skills/github-research/` — scripts, references, and this skill definition. **Output**: `./github-research-output/{slug}/` relative to the current working directory. **Input**: A deep-research output directory (containing `paper_db.jsonl`, phase reports, `code_repos.md`, etc.) ## 6-Phase Pipeline ``` Phase 1: Intake → Extract refs, URLs, keywords from deep-research output Phase 2: Discovery → Multi-source broad GitHub search (50-200 repos) Phase 3: Filtering → Score & rank → select top 15-30 repos Phase 4: Deep Dive → Clone & deeply analyze top 8-15 repos (code reading) Phase 5: Analysis → Per-repo reports + cross-repo comparison Phase 6: Blueprint → Integration/reuse plan for research topic ``` ## Output Directory Structure ``` github-research-output/{slug}/ ├── repo_db.jsonl # Master repo database ├─