/guardrail-scorecard
Framework for defining, monitoring, and enforcing guardrail metrics across
$ npx -y skills add gtmagents/gtm-agents --skill guardrail-scorecard --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/guardrail-scorecard
Context preview
The summary Claude sees to decide when to auto-load this skill.
Framework for defining, monitoring, and enforcing guardrail metrics across
SKILL.md
guardrail-scorecard.SKILL.mdname: guardrail-scorecard description: Framework for defining, monitoring, and enforcing guardrail metrics across experiments.
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 overrides are acceptable and required approvals. 5. **Retrospective Loop** – log breaches, mitigations, and rule updates for future tests.
Templates
- Guardrail register (metric, threshold, owner, alert channel).
- Live monitoring dashboard layout.
- Exception memo structure for approvals.
Tips
- Tie guardrails to downstream systems (billing, support) to catch second-order impacts.
- Keep thresholds dynamic for seasonality but document logic.
- Pair with `launch-experiment` to ensure readiness before flipping flags.
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