/harvest — session learning capture

SkillAI & models

Capture durable session learnings, stage for human promotion to 05-knowledge/lizard, and propose skill/CLAUDE.md patches. Triggered by /harvest, SessionEnd hook staging, or nightly enhance. Never writes durable knowledge without your approval.

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 /harvest — session learning capture skill

What this skill tells your AI

The instructions your AI receives, as published by huytieu/cog-second-brain in skills/harvest/SKILL.md and read by ahel’s review.

Adapted from dwarves-kit harvest hook + vault lizard pipeline. Prevents tacit knowledge dying in the transcript.

Triggers

  • /harvest — manual end-of-session
  • /harvest promote — curate staging → lizard drafts (uses harvest-curator)
  • Staging file written by stop hook (.cursor/hooks/harvest-stager.sh)

Phase 1 — Collect (automatic or manual)

Scan the current session for:

  1. Corrections you made ("no, actually X", rejected deliverables)
  2. New stable facts (IDs, URLs, decisions) not yet in 05-knowledge
  3. Process lessons (what worked, what failed, friction)
  4. Skill gaps (something that should be a Verify step or CLAUDE.md rule)

Append to 04-projects/harness/harvest/staging-<YYYY-MM-DD>.md:

## <HH:MM> — <trigger>
- type: correction|fact|process|skill-gap
- source: <file or "session">
- text: <one paragraph max>
- proposed_home: <path or "new lizard note">

Dedup: skip if same fact already in staging today or in 05-knowledge.

Phase 2 — Curate (/harvest promote)

Spawn harvest-curator (Sonnet). It writes /tmp/harvest-curate-<date>.md.

Lead (Opus) presents to the user:

  • Promote list → approve which become 05-knowledge/lizard/YYYY-MM-DD-<slug>.md
  • Fold list → approve inline edits to existing notes
  • Skill patches → approve CLAUDE.md / SKILL.md diffs

Only after approval: write durable files. Update 05-knowledge/lizard/index.md.

Phase 3 — Retro line

One line to 01-daily/journal/<today>.md:

Harvest: <n> staged, <m> promoted, <k> folded

Rules

  • Harvest is advisory. It never auto-writes 05-knowledge.
  • Contradictions with existing knowledge → flag both, ask the user.
  • Pair with /memory-hygiene monthly for environment-dependent facts in ~/.claude/.../memory/.

Nightly enhance (optional)

If you want harvest to run unattended, schedule a job that invokes the skills in this order. There is nothing to install first, since COG ships no hooks.

/memory-hygiene
/harvest promote     # only if the staging file is non-empty
/content-factory     # only if scheduled

Signals

GitHub stars
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Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
harvest-huytieu
Source
github.com/huytieu/cog-second-brain