Guardrail Scorecard Skill When to Use - Setting non-negotiable metrics (stability, churn, latency, compliance) before launching tests. - Monitoring live experiments to ensure guardrails stay within thresholds. - Reporting guardrail status in launch packets and post-test readouts. Framework 1. Metric Inventory – list guardrail metrics, owners, data sources, refresh cadence. 2. Threshold Matrix – define warning vs critical bands per metric / persona / region. 3. Alerting & Escalation – map notification channels, DRI, and decision timelines. 4. Exception Handling – document when guardrail overri…