What problem does it solve?
This Skill provides a framework to implement product analytics, delivering visibility into user behavior and enabling data-driven decisions for SaaS products. It covers event tracking, user identification, cohort analysis, and integration with analytics platforms like PostHog, Mixpanel, or custom backends.
Core Features & Use Cases
- Track user actions and feature usage to quantify activation, retention, and conversion.
- Identify power users, at-risk accounts, and cohort trends to inform product strategy.
- Support A/B test tracking, funnel analysis, and customizable dashboards for SaaS health metrics.
Quick Start
- Instrument your SaaS app with a provider-agnostic analytics interface (e.g., PostHog, Mixpanel, or Segment).
- Identify users on signup and track key events (activation, feature_use, churn_risk).
- Build dashboards to monitor activation, retention, and revenue metrics over time.