---
"thumbgate": minor
---

feat(mcp): add `suggest_fix` tool for corrective action lookup from lesson DB  
feat(context-packs): auto-assemble context packs from top failure patterns  
feat(stats): first-time fix rate tracking with per-gate recurrence  
feat(stats): gate calibration analysis (over-blocking/well-calibrated/insufficient data)
