skills/session-search/SKILL.md
Recover prior Feynman work from session transcripts. Use the optional /search command only when it is installed and visible; otherwise search local session JSONL files directly.
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 only when the optional session-search package is installed and the command is visible. Otherwise, search session JSONL files directly via bash.
/search <query>
Opens the session search UI when the optional package is loaded. 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 when it is visible. If it is unavailable, direct file search is the supported fallback.
development
Call a configured Feynman model endpoint and interpret its response. Use when a task needs inference from a registered endpoint, remote model API, local model service, or custom connector-backed predictor.
data-ai
Design or screen protein sequences for solubility-aware constraints with SolubleMPNN-style workflows. Use when a task asks for soluble protein design, expression-friendly variants, or solubility risk filtering.
data-ai
Create or revise Feynman skills. Use when a research workflow needs a reusable on-demand capability, skill metadata, trigger wording, references, scripts, or skill validation.
tools
Inspect the active Feynman workbench session, artifacts, execution log, settings, and provenance. Use when the task asks what happened in this session, which files were written, what tools ran, or what remains unverified.