/usage-health-scorecard
Framework for monitoring activation, engagement, and monetization guardrails.
$ npx -y skills add gtmagents/gtm-agents --skill usage-health-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
/usage-health-scorecard
Context preview
The summary Claude sees to decide when to auto-load this skill.
Framework for monitoring activation, engagement, and monetization guardrails.
SKILL.md
usage-health-scorecard.SKILL.mdname: usage-health-scorecard description: Framework for monitoring activation, engagement, and monetization guardrails.
Usage Health Scorecard Skill
When to Use
- Tracking activation/retention metrics for self-serve and hybrid customer cohorts.
- Monitoring the impact of PLG experiments on core product health.
- Sharing health snapshots with product, growth, and CS leads.
Framework
1. **Metric Groups** – activation, engagement, collaboration, monetization, support load. 2. **Segmentation** – persona, plan, cohort, region, product area. 3. **Thresholds** – traffic light ranges for each metric with warning/critical bands. 4. **Alerting** – notification rules for drops, anomalies, or experiment impacts. 5. **Action Registry** – log remediation steps, owners, due dates, and results.
Templates
- Scorecard layout (metric, current, target, delta, owner).
- Dashboard wireframe with spark lines + annotations.
- Action tracker for follow-up tasks linked to health changes.
Tips
- Pair with `launch-in-app-experiments` to watch guardrails post-launch.
- Include qualitative signals (support tags, NPS) to contextualize telemetry.
- Archive snapshots to tell longitudinal stories in QBRs.
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Free AI automation for sales, marketing, and growth teams. No coding required.
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