---
name: process
studio: software
---

**Analyze:** Hat effectiveness, stage transition friction, tool failure patterns from session transcripts.

**Look for:**
- Planner plans that the builder immediately abandoned (wasted work)
- Stage transitions that required stage-back refinements (upstream gaps)
- Tool failures that caused repeated retries
- Context loss across sessions (same decisions remade, same questions asked)

**Produce:**
- Hat instruction improvement recommendations
- Stage input/output completeness assessment
- Settings and CLAUDE.md update recommendations
