product-health-analysis
Interpret product metrics against goals and surface actionable signals. Use when asked to analyse product health, review key metrics, investigate a performance issue, produce a health report, or assess product-market fit signals. Produces a structured health report with RAG status, trend analysis, root cause hypotheses, and prioritised actions.
npx skills add mohitagw15856/pm-claude-skills --skill product-health-analysis --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Product Health Analysis Skill Transform raw metrics data into a clear health narrative — what's working, what's not, and what needs immediate attention. ## Required Inputs Ask the user for these if not provided: - **Metrics data** (current values for key metrics — even rough numbers work) - **Targets or benchmarks** (OKR targets, historical baselines, or industry benchmarks) - **Period** (week / month / quarter being analysed) - **Product area or segment** (are we looking at the whole product or a specific feature?) ## Metrics Framework Analyse across four layers: 1. **Acquisition** — new users, source quality, CAC trends 2. **Activation** — time to first value, onboarding completion rates 3. **Engagement** — DAU/MAU, feature adoption, session depth 4. **Retention** — D1/D7/D30 retention, churn rate, resurrection rate ## Process 1. For each metric, compare: current period vs. previous period, current vs. target 2. Flag anything more than 10% off target as requiring investigation 3. Look for correlations — does a drop in activation explain a retention dip 2 weeks later? 4. Write a plain-English health summary (no jargon) suitable for sharing with non-data stakeholders 5. Recommend
- Required Inputs
- Metrics Framework
- Process
- Output Structure
- Product Health Report — [Period]
- Deeper Materials
- Scoring Rubric (0–40)
- Quality Checks
- Anti-Patterns
What does the product-health-analysis skill do?
Interpret product metrics against goals and surface actionable signals. Use when asked to analyse product health, review key metrics, investigate a performance issue, produce a health report, or assess product-market fit signals. Produces a structured health report with RAG status, trend analysis, root cause hypotheses, and prioritised actions.
How do I install it?
Run `npx skills add mohitagw15856/pm-claude-skills --skill product-health-analysis --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From mohitagw15856/pm-claude-skills, a repository with 1,255 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.