Is there a tool included for calculating metrics?

Yes, the skill includes a metrics_calculator.py script for calculating retention rates, generating cohort tables, and performing funnel analysis from CSV data.

Can this skill help with data interpretation?

Yes, it provides specific logic for interpreting retention curves and connecting metric movements to product release timelines to distinguish signal from noise.

What types of dashboards can I design with this?

It guides the creation of three distinct layers: an Executive layer for directional metrics, a Product Health layer for core funnels, and a Feature layer for specific adoption trends.

What frameworks does the Product Analytics skill support?

It supports major industry frameworks including AARRR (Pirate Metrics) for growth loops, North Star for strategic alignment, and HEART for measuring UX quality.

How does it handle different product stages?

It provides tailored KPI guidance specifically for pre-PMF (activation-focused), growth-phase (efficiency-focused), and mature products (retention-focused).

Product Analytics & KPI Strategy

Name: Product Analytics & KPI Strategy
Author: dvcrn

bydvcrn

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分析与监控

Defines, tracks, and interprets product metrics using established frameworks like AARRR and North Star to drive data-informed decisions.

This skill empowers Claude to act as a seasoned product analyst, helping teams navigate the complexities of metric definition and performance tracking across all product lifecycle stages. It provides structured guidance on selecting the right framework—such as AARRR for growth, North Star for strategic alignment, or HEART for UX quality—while offering specific implementation patterns for dashboard design and cohort analysis. By connecting metric movements to product changes and identifying churn risks through retention curve interpretation, this skill ensures that every data point translates into a clear, actionable product improvement.

主要功能

01Framework implementation for AARRR, North Star, and HEART metrics

02Integrated CLI utility for calculating retention and funnel conversion

03Stage-specific KPI definition for pre-PMF, growth, and mature products

04Multi-layer dashboard design including executive and feature layers

05Advanced cohort and retention analysis with interpretation logic

063 GitHub stars

使用场景

01Analyzing retention curves to identify friction points in the onboarding funnel

02Defining a North Star metric framework for a new product launch

03Designing a balanced product health dashboard for executive reporting

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dvcrn/openclaw-skills-marketplace product-analytics

For use in Claude.ai and ChatGPT

主要功能

01Framework implementation for AARRR, North Star, and HEART metrics

02Integrated CLI utility for calculating retention and funnel conversion

03Stage-specific KPI definition for pre-PMF, growth, and mature products

04Multi-layer dashboard design including executive and feature layers

05Advanced cohort and retention analysis with interpretation logic

063 GitHub stars

使用场景

01Analyzing retention curves to identify friction points in the onboarding funnel

02Defining a North Star metric framework for a new product launch

03Designing a balanced product health dashboard for executive reporting

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dvcrn/openclaw-skills-marketplace product-analytics

For use in Claude.ai and ChatGPT