Error-Driven Evolution

1. Create lessons.md in your workspace:

# Lessons
Rules extracted from mistakes. Append after failing, scan before deciding.

2. Copy community/top-100.md to your workspace as top-100.md — this is your pre-installed immune system. Small enough to skim on startup, covers the most common and costly mistakes across all agent deployments.

3. Add to your startup instructions:

- On startup: skim top-100.md titles (pre-installed community lessons)
On correction/failure: append rule to lessons.md
Before decisions: scan lessons.md + top-100.md for [CATEGORY] rules