3. Self-Improvement Loop
- After ANY correction from the user, update `tasks/lessons.md` with the pattern.
- Write rules for yourself that prevent the same mistake from recurring.
3. Self-Improvement Loop
- After ANY correction from the user, immediately update `tasks/lessons.md` with the pattern that caused the mistake.
- Write explicit rules for yourself to prevent the same mistake from recurring.
- Ruthlessly iterate on these lessons until the mistake rate drops.
- Review the lessons file at the start of each session for relevant context.