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Lingzhi Yang
4e5f1176a1
6-phase pipeline for discovering, evaluating, and deeply analyzing GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources (GitHub search, code search, Papers With Code), scores and ranks them, clones and analyzes code, then produces cross-repo comparison and integration blueprints. 13 Python scripts (stdlib-only), 1 SKILL.md, 1 phase-guide reference.
2.3 KiB
2.3 KiB
Changelog
All notable changes to this project will be documented in this file.
[1.1.0] - 2026-02-23
Added
- github-research skill: 6-phase pipeline for discovering, evaluating, and deeply analyzing GitHub repositories related to a research topic
- Phase 1: Intake — extract refs, URLs, keywords from deep-research output
- Phase 2: Discovery — multi-source GitHub search (repos, code, Papers With Code)
- Phase 3: Filtering — score, rank, and select top repos
- Phase 4: Deep Dive — clone and deeply analyze code structure, dependencies, implementations
- Phase 5: Analysis — cross-repo comparison matrix, technique mapping, gap analysis
- Phase 6: Blueprint — integration plan, reusable components catalog
- 13 Python scripts for github-research:
extract_research_refs.py,search_github.py,search_github_code.py,search_paperswithcode.py,repo_db.py,repo_metadata.py,repo_readme_fetch.py,clone_repo.py,analyze_repo_structure.py,extract_dependencies.py,find_implementations.py,compare_repos.py,compile_github_report.py - Phase guide reference (
references/phase-guide.md) with search strategy matrix and per-repo analysis templates
[1.0.0] - 2026-02-20
Added
- 30 research skills covering the full academic paper lifecycle:
- Phase 0:
deep-research,literature-search,literature-review,idea-generation,novelty-assessment,research-planning - Phase 1:
atomic-decomposition,algorithm-design,math-reasoning,symbolic-equation - Phase 2:
experiment-design,experiment-code,code-debugging,data-analysis - Phase 3:
paper-writing-section,related-work-writing,survey-generation,paper-to-code - Phase 4:
figure-generation,table-generation,citation-management,backward-traceability - Phase 5:
latex-formatting,paper-compilation,excalidraw-skill - Phase 6:
self-review,paper-revision,rebuttal-writing,slide-generation,paper-assembly
- Phase 0:
- 20 Python scripts with CLI interfaces (argparse +
--help) - Slash command:
/research <topic>for deep literature reviews - Installer (
install.sh) with dependency checking and script verification - Design specifications (
SKILLS_DESIGN.md) extracted from 17 GitHub repos - Implementation checklist (
SKILLS_IMPLEMENTED.md)