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product-analytics

Define stage-specific KPIs and analyze product metrics across growth stages.

6|1|Updated Apr 7, 2026
Search Tags:#dashboards#metrics#retention#analyze#kpis#cohort-analysis#feature-adoption
One-click install
npx skills add https://github.com/kmshihab7878/claude-code-setup --skill product-analytics-kmshihab7878
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: product-analytics
Source: https://github.com/kmshihab7878/claude-code-setup/tree/main/skills/product-analytics
Command: npx skills add https://github.com/kmshihab7878/claude-code-setup --skill product-analytics-kmshihab7878

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Define, track, and interpret product metrics to guide data-driven decisions across discovery, growth, and mature product stages.

Core Features & Use Cases

  • Define KPI frameworks (AARRR, North Star, HEART) tailored to product stage.
  • Set stage-specific KPIs (Pre-PMF, Growth, Mature) and align dashboards with product goals.
  • Design dashboards and metric hierarchies that reveal health and progress.
  • Conduct cohort and retention analyses to understand user value over time.
  • Analyze feature adoption and funnel dynamics to inform iterations and prioritization.
  • Translate data insights into concrete product actions and roadmaps.

Quick Start

Define a KPI framework for your product and create a dashboard to monitor cohort retention across stages.

Frequently Asked Questions about product-analytics

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

FAQPage Schema
What is the best way to analyze feature adoption and cohort retention?▼

Analyze feature adoption by examining funnel dynamics and cohort-based retention insights. This reveals user value over time and informs iterations to prioritize features that drive growth.

Can I use the North Star framework to track product performance across maturity stages?▼

Design metric dashboards by layering hierarchies that reveal product health and progress. Incorporate cohort analysis to visualize retention and track performance across discovery, growth, and mature stages.

How do I translate cohort retention analysis into actionable product decisions?▼

Yes, apply the North Star framework to define stage-specific KPIs for Pre-PMF, Growth, or Mature products. Aligning dashboards with these product goals guides data-driven decisions across multiple stages.

When should I use the AARRR framework versus the HEART framework for product metrics?▼

Translate data insights into concrete product actions by interpreting cohort retention and feature adoption metrics. Use these analyses to inform iterations, prioritize roadmaps, and guide product decisions.

When should I use the AARRR framework versus the HEART framework for product metrics?▼

Use AARRR for growth-focused funnel metrics and HEART for user experience and engagement tracking. Tailor the framework to your product stage—Pre-PMF, Growth, or Mature—to define relevant KPIs and guide decisions.

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