Auto Improve

SKILL.md

---
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.