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---
name: reflect
description: Convert lessons from a completed difficult task into structural improvements. Use after a long or unexpectedly painful workflow.
---
# Reflect
1. Compare the intended workflow with what actually happened using the decision log, diff, test history, and failures.
2. Identify repeated waste, missing checks, bad assumptions, and the earliest point each could have been caught.
3. Prefer structural fixes: scripts, tests, metadata, better boundaries, or narrower skill triggers. Add prose only when it is the right lever.
4. Change the smallest reusable artifact that prevents recurrence.
5. Re-run the scenario or a focused eval to prove the reflection improved behavior.
