product-analytics

# 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 alert thresholds - Export dashboard configs ## Prerequisites ### Analytics Platform Access ```yaml Supported Platforms: - Amplitude (API key required) - Mixpanel (service account) - Heap (API access) - Google Analytics 4 (BigQuery export) - Posthog (API key) ``` ### Configuratio...