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Get Started Free →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.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 29% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -15% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -51% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -43% | 0% |
Adapted from dwarves-kit harvest hook + vault lizard pipeline. Prevents tacit knowledge dying in the transcript.
/harvest — manual end-of-session/harvest promote — curate staging → lizard drafts (uses harvest-curator)stop hook (.cursor/hooks/harvest-stager.sh)Scan the current session for:
Append to 04-projects/harness/harvest/staging-<YYYY-MM-DD>.md:
markdown## <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.
/harvest promote)Spawn harvest-curator (Sonnet). It writes /tmp/harvest-curate-<date>.md.
Lead (Opus) presents to the user:
05-knowledge/lizard/YYYY-MM-DD-<slug>.mdOnly after approval: write durable files. Update 05-knowledge/lizard/index.md.
One line to 01-daily/journal/<today>.md:
Harvest: <n> staged, <m> promoted, <k> folded/memory-hygiene monthly for environment-dependent facts in ~/.claude/.../memory/.bash# 04-projects/harness/scripts/nightly-enhance.sh bash .claude/lib/install-harness.sh --check # hooks alive # /memory-hygiene (skill) # /harvest promote if staging non-empty # content-factory if scheduled
Other measured skills in the registry, with their headline benchmark lift.