# Usage Health Scorecard

> Framework for monitoring activation, engagement, and monetization guardrails.

- Skill: `majiayu000/usage-health-scorecard` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add majiayu000/usage-health-scorecard`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/usage-health-scorecard/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/usage-health-scorecard

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# 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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