product-analytics
Deep integration with product analytics platforms for metrics, funnels, retention, and experimentation. Query Amplitude/Mixpanel/Heap data, generate retention curves, calculate conversion metrics, and build dashboard configurations.
npx skills add a5c-ai/babysitter --skill product-analytics --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 Analytics Skill Query and analyze product analytics data for metrics definition, funnel analysis, retention curves, and experiment tracking. ## Overview This skill provides comprehensive capabilities for working with product analytics platforms. It enables data-driven product decisions through metric queries, funnel analysis, cohort retention tracking, and dashboard generation. ## Capabilities ### Analytics Platform Integration - Query Amplitude, Mixpanel, Heap, GA4 data - Execute custom event queries - Pull predefined report data - Sync metric definitions ### Funnel Analysis - Define and calculate conversion funnels - Identify drop-off points and friction - Segment funnels by user attributes - Compare funnel performance over time ### Retention Analysis - Generate retention curves and matrices - Calculate cohort retention rates - Analyze retention by user segment - Identify retention drivers and predictors ### Metric Definition - Define North Star and supporting metrics - Create event tracking specifications - Document metric calculations - Build metric hierarchies (trees) ### Dashboard Configuration - Generate dashboard layouts - Configure chart specifications - Define a
- Overview
- Capabilities
- Analytics Platform Integration
- Funnel Analysis
- Retention Analysis
- Metric Definition
- Dashboard Configuration
- Prerequisites
- Analytics Platform Access
- Configuration
- Usage Patterns
- Funnel Analysis Query
- Funnel Query Example (Amplitude-style)
- Retention Query Example
What does the product-analytics skill do?
Deep integration with product analytics platforms for metrics, funnels, retention, and experimentation. Query Amplitude/Mixpanel/Heap data, generate retention curves, calculate conversion metrics, and build dashboard configurations.
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill product-analytics --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 a5c-ai/babysitter, a repository with 1,642 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.