Product Analytics
This handles product analytics queries by pulling metrics from your database and generating insights about user behavior, feature adoption, and conversion funnels. You'd reach for it when stakeholders ask questions like "what's our activation rate" or "which features correlate with retention" and you want instant answers without writing SQL by hand. The prompts are set up to work with common product metrics schemas, so it knows to look for events tables and user properties. It's solid for routine analytics requests, though you'll still want a human to validate the assumptions it makes about what metrics actually matter for your product.
- skills.sh installs
- 700
- GitHub stars
- 29.5K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add alirezarezvani/claude-skills --skill product-analytics --agent claude-codeInstalls into .claude/skills of the current project.
Files
Product Analytics
Define, track, and interpret product metrics across discovery, growth, and mature product stages.
When To Use
Use this skill for:
- Metric framework selection (AARRR, North Star, HEART)
- KPI definition by product stage (pre-PMF, growth, mature)
- Dashboard design and metric hierarchy
- Cohort and retention analysis
- Feature adoption and funnel interpretation
Workflow
- Select metric framework
- AARRR for growth loops and funnel visibility
- North Star for cross-functional strategic alignment
- HEART for UX quality and user experience measurement
- Define stage-appropriate KPIs
- Pre-PMF: activation, early retention, qualitative success
- Growth: acquisition efficiency, expansion, conversion velocity
- Mature: retention depth, revenue quality, operational efficiency
- Design dashboard layers
- Executive layer: 5-7 directional metrics
- Product health layer: acquisition, activation, retention, engagement
- Feature layer: adoption, depth, repeat usage, outcome correlation
Sponsors
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- Repository
- github.com/alirezarezvani/claude-skills
- Categories
- Data Science & ML, Marketing & SEO
- First seen
- Jun 3, 2026
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