product-analytics

Name: product-analytics
Availability: InStock
Author: daffy0208

Implement product analytics event tracking, funnels, cohorts, and metrics.

34|7|Updated Oct 22, 2025

Search Tags:#analytics #metrics #data #product #tracking #cohorts #funnels

Ready to run

npx skills add https://github.com/daffy0208/ai-dev-standards --skill product-analytics

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: product-analytics
Source: https://github.com/daffy0208/ai-dev-standards/tree/main/SKILLS/product-analytics
Command: npx skills add https://github.com/daffy0208/ai-dev-standards --skill product-analytics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates guesswork in product decisions by providing comprehensive analytics frameworks and tracking methodologies to understand user behavior and business performance.

Core Features & Use Cases

Event Tracking: Implement proper user action monitoring with structured event schemas.
Funnel & Cohort Analysis: Identify conversion bottlenecks and measure user retention over time.
Metrics Hierarchy: Establish clear relationships between North Star metrics and supporting KPIs.
Use Case: Imagine launching a new feature and needing to understand user adoption. Use this Skill to set up tracking, analyze activation funnels, and measure retention cohorts to optimize the user experience.

Quick Start

Use the product-analytics skill to analyze user signup funnel conversion rates and identify the biggest drop-off points.

Frequently Asked Questions about product-analytics

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

FAQPage Schema

How do I set up event tracking to measure user actions in my product?▼

Event tracking captures structured user actions using analytics.track calls that record what users do—like button clicks or feature interactions. Define clear event schemas with consistent naming and properties, then instrument your web or mobile app to send these events to your analytics system for measurement and analysis.

What's the best way to identify where users drop off in a conversion funnel?▼

Funnel analysis tracks users through sequential steps—signup to payment, for example—and reveals conversion rates at each stage. Implement event tracking for each funnel step, then analyze drop-off points to find bottlenecks where most users abandon the flow and optimize those moments.

How do I measure user retention and cohort behavior over time?▼

Cohort analysis groups users by signup date or first action, then tracks how many return in subsequent periods. Use analytics.identify to tag users consistently, create cohorts based on shared characteristics or timing, and measure retention metrics to understand which user segments stay engaged.

What metrics should I prioritize to measure product success?▼

A North Star metric hierarchy establishes one primary business metric—like activation rate or monthly active users—supported by KPIs that drive it. Define this hierarchy upfront, connect events and cohorts to each metric, and validate that your tracking delivers reliable, dashboard-ready insights.

Can I track user behavior across both web and mobile apps with the same framework?▼

Yes, structured event tracking with analytics.track, analytics.page, and analytics.identify works across web and mobile platforms when you maintain consistent event schemas and naming conventions. This unified approach lets you analyze user journeys across devices and build comprehensive retention cohorts.