skills/session-search/SKILL.md
Search past Feynman session transcripts to recover prior work, conversations, and research context. Use when the user references something from a previous session, asks "what did we do before", or when you suspect relevant past context exists.
npx skillsauth add getcompanion-ai/feynman session-searchInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Use the /search command to search prior Feynman sessions interactively, or search session JSONL files directly via bash.
/search <query>
Opens the session search UI. Supports resume <sessionPath> to continue a found session.
Session transcripts are stored as JSONL files in ~/.feynman/sessions/. Each line is a JSON record with type (session, message, model_change) and message.content fields.
grep -ril "scaling laws" ~/.feynman/sessions/
For structured search across sessions, use the interactive /search command.
development
Find implementable ML training recipes from papers, datasets, docs, and code. Use when the user wants to fine-tune, train, reproduce, or choose a practical ML method, dataset, hyperparameter setup, or benchmark recipe.
research
Set up a recurring research watch on a topic, company, paper area, or product surface. Use when the user asks to monitor a field, track new papers, watch for updates, or set up alerts on a research area.
tools
Compare multiple sources on a topic and produce a grounded comparison matrix. Use when the user asks to compare papers, tools, approaches, frameworks, or claims across multiple sources.
documentation
Write a durable session log capturing completed work, findings, open questions, and next steps. Use when the user asks to log progress, save session notes, write up what was done, or create a research diary entry.