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product-analytics

Define and track product metrics using AARRR, North Star, and HEART frameworks.

1|Updated Mar 24, 2026
Search Tags:#metrics#dashboard#retention#analyze#cohort#kpi
One-click install
npx skills add https://github.com/UnlimitedxIQ/consulting-pro-skills-pack --skill product-analytics-unlimitedxiq
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: product-analytics
Source: https://github.com/UnlimitedxIQ/consulting-pro-skills-pack/tree/main/skills/product-analytics
Command: npx skills add https://github.com/UnlimitedxIQ/consulting-pro-skills-pack --skill product-analytics-unlimitedxiq

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Define, track, and interpret product metrics across discovery, growth, and mature product stages to surface actionable insights for cross-functional teams.

Core Features & Use Cases

  • KPI framework guidance (AARRR, North Star, HEART) and stage-appropriate metric selection.
  • Cohort and retention analysis to diagnose onboarding, activation, and long-term engagement.
  • Dashboard design guidance and template references to visualize health signals and feature adoption.
  • Quick-start scenario for building a baseline KPI set and deriving actionable insights.

Quick Start

Generate a KPI dashboard for a SaaS product using AARRR, North Star, and HEART metrics from the last 90 days.

Frequently Asked Questions about product-analytics

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

FAQPage Schema
How do I define product KPIs across different product stages?▼

To define product KPIs across discovery, growth, and mature stages, apply KPI frameworks like AARRR, North Star, and HEART to guide stage-appropriate metric selection and surface actionable insights for cross-functional teams.

How do I calculate retention and cohort metrics for user activation analysis?▼

Calculate retention and cohort metrics to diagnose onboarding, activation, and long-term engagement by leveraging included scripts designed specifically for retention, cohort, and funnel calculations.

What is the best way to design a KPI dashboard for a SaaS product?▼

The best way to design a KPI dashboard for a SaaS product is to consult included template references and apply AARRR, North Star, and HEART frameworks to visualize health signals and feature adoption over a defined period.

Can I use AARRR and HEART frameworks together for metric tracking?▼

Yes, you can use AARRR and HEART frameworks together for metric tracking by applying them simultaneously to guide metric selection, establish stage-specific targets, and interpret product metrics for a comprehensive baseline KPI set.

When do I need cohort analysis for interpreting product metrics?▼

You need cohort analysis for interpreting product metrics when diagnosing long-term engagement issues, evaluating onboarding effectiveness, and tracking retention changes across different user groups throughout the product lifecycle.

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