- name
- active-self-improvement
- description
- Self-improvement loop that reads learnings, errors, and memory — detects patterns — and updates skills/protocols automatically. Use when the agent should get smarter without being prompted.
Auto-Improve
Loop
SCAN → PROPOSE → APPLY
Scan
Read .learnings/ERRORS.md, .learnings/LEARNINGS.md, relevant memory files.
Look For
Repeated errors, repeated user corrections, stale facts, valuable unused wins.
Apply
- Low-risk reversible → apply directly.
- Medium-risk → apply + notify.
- High-risk → write proposal only.
Targets
Skill Learned sections, SOUL.md, AGENTS.md, memory facts, reminder/ticket files.
Rule
Logging alone is not improvement. Update the playbook.