calibration-review

name	calibration-review
description	Review system calibration from run data in RUN_BASE. Use when analyzing patterns across runs for improvement opportunities, triggered by Wisdom flow or manual review.

Calibration Review

1. Gather signals: detour rate, intervention rate, run cost, cycle time.
2. Identify patterns (require 3+ occurrences).
3. Propose change: prompt update, flow modification, or detour addition.
4. Test proposed change against historical runs.
5. Deploy with monitoring (1 week observation period).
6. Document outcome and update calibration baseline.