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