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skills/usage-health-scorecard/SKILL.md
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skills/usage-health-scorecard/SKILL.md
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name: usage-health-scorecard
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description: Framework for monitoring activation, engagement, and monetization guardrails.
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---
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# Usage Health Scorecard Skill
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## When to Use
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- Tracking activation/retention metrics for self-serve and hybrid customer cohorts.
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- Monitoring the impact of PLG experiments on core product health.
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- Sharing health snapshots with product, growth, and CS leads.
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## Framework
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1. **Metric Groups** – activation, engagement, collaboration, monetization, support load.
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2. **Segmentation** – persona, plan, cohort, region, product area.
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3. **Thresholds** – traffic light ranges for each metric with warning/critical bands.
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4. **Alerting** – notification rules for drops, anomalies, or experiment impacts.
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5. **Action Registry** – log remediation steps, owners, due dates, and results.
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## Templates
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- Scorecard layout (metric, current, target, delta, owner).
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- Dashboard wireframe with spark lines + annotations.
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- Action tracker for follow-up tasks linked to health changes.
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## Tips
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- Pair with `launch-in-app-experiments` to watch guardrails post-launch.
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- Include qualitative signals (support tags, NPS) to contextualize telemetry.
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- Archive snapshots to tell longitudinal stories in QBRs.
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---
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