Brainstorming

Use when you want to clean up accumulated git worktrees in a repo.

Use after creating or modifying decision documents in docs/ to keep DOCS_INDEX.md and DOCS_SUMMARY.md consistent.

Check papers/ structure for completeness and accuracy — every PDF has text extraction, every paper is indexed in PAPER_INDEX.md and summarized in…

Use this skill when faced with a difficult debugging task where you need to replicate some bug or behavior in order to see what is going wrong.

Use when implementing user interfaces or user experiences - guides through exploration of design variations, frontend setup, iteration, and proper integration

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires…

Use this when you have completed some feature implementation and have written passing tests, and you are ready to create a PR.

Use this skill to split large plans into smaller chunks.

Use when setting up a new repo (or an existing repo) for the research-first workflow — creates docs/active/ and docs/historical/ directories, adds Research…

Checkpoint research progress mid-session — create/update convo summary, save results with provenance, update RESEARCH_LOG and STATUS.md.

End a research session — runs update-docs to checkpoint all progress, then commits and pushes.

Add a paper to the research collection — download PDF, extract text, add to PAPER_INDEX.md and PAPER_SUMMARIES.md.