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product-analytics

Applies diagnostic, segmentation, cohort, funnel, and correlation analyses to user behavior data.

6|1|Updated Mar 20, 2026
Search Tags:#retention#cohort analysis#user behavior#funnel analysis#product analytics#user segmentation#data diagnostics
One-click install
npx skills add https://github.com/prayceo/claude-skills-public --skill product-analytics-prayceo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: product-analytics
Source: https://github.com/prayceo/claude-skills-public/tree/main/product-analytics
Command: npx skills add https://github.com/prayceo/claude-skills-public --skill product-analytics-prayceo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill enables teams to apply advanced product analytics frameworks to better understand user behavior and optimize product performance.

Core Features & Use Cases

  • Framework Application: Guides users through diagnostic, segmentation, cohort, funnel, correlation, and risk analysis techniques.
  • Operational Support: Provides protocols for diagnosing metric movements, mapping user journeys, and evaluating data trust.
  • Use Case: A product manager detects a drop in retention and employs this Skill to segment users, analyze event flows, and identify root causes for targeted improvements.

Quick Start

Ask the AI to analyze a recent change in key metrics, provide segmentation guidance, or interpret cohort data to inform your strategy.

Frequently Asked Questions about product-analytics

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

FAQPage Schema
How do I diagnose a sudden drop in user retention using cohort analysis?▼

Diagnose retention drops by applying this Skill's systematic frameworks to segment users into cohorts, analyze event flows, and pinpoint root causes for targeted product improvements. It guides you through interpreting cohort data to locate exactly where user engagement degrades.

What is the best way to map user journeys and analyze funnel conversion patterns?▼

Map user journeys and analyze funnel conversion by applying this Skill's product analytics frameworks to evaluate user behavior patterns and diagnose metric movements. It provides operational protocols to systematically track conversion stages across the user journey.

How do I segment user data to find the root cause of unexpected metric changes?▼

Segment user data to find root causes by employing this Skill's diagnostic and user segmentation techniques to break down aggregate metrics into specific behavioral cohorts. It guides systematic data diagnostics to evaluate trustworthiness and isolate factors driving metric movements.

Do I need prior experience with data diagnostics to interpret user behavior data here?▼

Yes, you need familiarity with analytical techniques and the ability to interpret user behavior data to use this Skill effectively. It provides comprehensive guidance on advanced product analytics methods but requires foundational knowledge to apply diagnostic, correlation, and risk analysis frameworks.

Can I use this to evaluate data trustworthiness before making product decisions?▼

Yes, you can evaluate data trustworthiness before making product decisions by utilizing this Skill's operational support protocols. It includes specific frameworks for assessing data reliability to ensure your diagnostic, segmentation, and correlation analyses lead to data-informed decisions.

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