Session Search

SkillSearch

Lets your agent search past Feynman session transcripts to recover earlier work.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Session Search skill

About this capability

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.

What this skill tells your AI

The instructions your AI receives, as published by companion-inc/feynman in skills/session-search/SKILL.md and read by ahel’s review.

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.

Interactive search

/search <query>

Opens the session search UI when the optional package is loaded. Supports resume <sessionPath> to continue a found session.

Direct file search

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.

Signals

GitHub stars
9k
Forks
1k
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
session-search-companion-inc
Source
github.com/companion-inc/feynman