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product-analytics

Select metric frameworks, define stage KPIs, and design dashboards for cohort analysis.

Updated Apr 16, 2026
Search Tags:#frameworks#dashboard#retention#analyze#kpis#cohort-analysis#product-metrics
One-click install
npx skills add https://github.com/devCharuzu/philfida-taskmanage --skill product-analytics-devcharuzu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: product-analytics
Source: https://github.com/devCharuzu/philfida-taskmanage/tree/main/.windsurf/skills/product-analytics
Command: npx skills add https://github.com/devCharuzu/philfida-taskmanage --skill product-analytics-devcharuzu

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Product teams struggle to define, track, and interpret product metrics across discovery, growth, and mature stages, hindering timely decisions.

Core Features & Use Cases

  • Framework selection (AARRR, North Star, HEART) to align metrics with goals.
  • KPI definition by product stage (pre-PMF, growth, mature) and dashboard design.
  • Cohort and retention analysis and feature adoption interpretation to guide actions.
  • Reference: metrics frameworks and dashboard templates to standardize reporting.

Quick Start

Define your metric framework, set stage-specific KPIs, and assemble a basic dashboard to monitor cohort retention.

Frequently Asked Questions about product-analytics

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

FAQPage Schema
How do I choose between AARRR, North Star, and HEART frameworks for product metrics?▼

You select metric frameworks by aligning them with specific goals: AARRR for pirate metrics funnels, North Star for aligning growth metrics, and HEART for user experience quality to drive better product decisions.

What is the best way to define stage-specific KPIs for product analytics?▼

Defining stage-specific KPIs involves tailoring measurement to your product lifecycle phase, setting distinct metrics for pre-PMF, growth, and mature stages to ensure timely and relevant product decisions.

How do I set up a dashboard for cohort analysis and retention tracking?▼

You set up a retention dashboard by selecting a metric framework, defining stage-specific KPIs, and assembling monitoring templates to visualize cohort retention and interpret feature adoption across product lifecycles.

Can I use product metrics analysis for feature adoption reviews?▼

Yes, product metrics analysis supports feature adoption interpretation by applying cohort analysis and retention tracking to measure user engagement, guiding actionable decisions across product lifecycle stages.

Does product analytics work for early stage products without a dedicated dashboard?▼

Yes, it applies to pre-PMF stage products by helping define baseline KPIs and selecting appropriate metric frameworks, allowing teams to standardize reporting and establish basic dashboard templates for tracking.

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