Reflect
- Compare the intended workflow with what actually happened using the decision log, diff, test history, and failures.
- Identify repeated waste, missing checks, bad assumptions, and the earliest point each could have been caught.
- Prefer structural fixes: scripts, tests, metadata, better boundaries, or narrower skill triggers. Add prose only when it is the right lever.
- Change the smallest reusable artifact that prevents recurrence.
- Re-run the scenario or a focused eval to prove the reflection improved behavior.