learn-loop
Installation
SKILL.md
Learn Loop
Turn captured friction into verified system improvements:
survey → select → approve → fix → verify → decide
The canonical store is ${AGENT_LEARNINGS_ROOT:-~/.agents/learnings}. Machine-owned files under entries/ are immutable evidence. Effective outcomes live in leader-owned decisions/; ID corrections live in rekeys/.
Modes
- Survey — recommend what to fix without changing code or store outcomes.
- Fix — execute an approved bounded batch through verification and decision.
- Reconcile — resolve divergent-copy conflicts. Read STORE-PROTOCOL.md before any store mutation.
- Resume — continue an existing plan or PR from current state; do not repeat completed work.