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product-analytics

Design event tracking architectures for product analytics on PostHog and Amplitude.

88|22|Updated Dec 17, 2025
Search Tags:#A/B testing#event tracking#cohort analysis#user behavior#funnel analysis#product analytics
One-click install
npx skills add https://github.com/travisjneuman/.claude --skill product-analytics-travisjneuman
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: product-analytics
Source: https://github.com/travisjneuman/.claude/tree/main/skills/product-analytics
Command: npx skills add https://github.com/travisjneuman/.claude --skill product-analytics-travisjneuman

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables the design and implementation of robust product analytics systems to understand user behavior, optimize conversion funnels, and drive data-informed product decisions.

Core Features & Use Cases

  • Event Taxonomy Design: Establishes a clear, consistent structure for tracking user actions.
  • Funnel & Cohort Analysis: Measures user progression and retention over time.
  • A/B Testing: Facilitates experimentation with feature flags for data-driven product improvements.
  • Consent Management: Ensures GDPR/CCPA compliance for user privacy.
  • Use Case: Implement a new analytics tracking system for a SaaS product, defining events for user signup, project creation, and subscription upgrades to analyze user onboarding completion rates.

Quick Start

Use the product-analytics skill to design an event taxonomy for user authentication events.

Frequently Asked Questions about product-analytics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I design an event taxonomy for product analytics tracking?▼

Event taxonomy design establishes a consistent structure for tracking user actions by defining standardized event names and properties. This ensures accurate funnel analysis and cohort tracking across platforms like PostHog and Amplitude.

What's the best way to implement funnel analysis for user onboarding?▼

Funnel analysis measures user progression through defined steps by tracking custom events from signup through subscription upgrades. Defining specific custom metrics for onboarding completion rates reveals exactly where users drop off.

Does this approach support A/B testing with feature flags?▼

A/B testing with feature flags is fully supported to facilitate data-driven product improvements. This allows you to run experiments and measure user behavior variations across different cohorts.

Can I ensure GDPR and CCPA compliance when implementing SDK integration?▼

Consent management is integrated directly into the event tracking architecture to ensure GDPR and CCPA compliance. This handles user privacy preferences during SDK integration and custom metric definition.

How does cohort analysis work with event tracking architectures?▼

Cohort analysis groups users by shared behaviors over time using event tracking architectures. By leveraging custom metric definitions and event taxonomy, it measures user retention and behavior patterns across platforms like Amplitude.

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