Does this skill help with product roadmapping?

Yes, it identifies the largest gaps between your current state and PMF targets, suggesting specific improvements and features needed to reach the next level of market fit.

Can this skill analyze my existing product data?

Yes, by providing your current churn data, engagement metrics, or customer feedback, Claude can assess your current state against established PMF thresholds.

How does this skill help measure Product-Market Fit (PMF)?

It identifies specific metrics like NPS, churn rates, and engagement patterns tailored to your specific customer segment to create a structured, measurable framework.

What are considered strong signals of PMF?

Typical signals include an NPS score over 50, monthly churn below 5%, high engagement levels, and significant organic word-of-mouth growth.

Why does the skill focus on segment-specific PMF?

Different customer segments have different pain points and behaviors; a metric that indicates fit for one group may not be a valid indicator for another.

Product-Market Fit Analyzer

Name: Product-Market Fit Analyzer
Author: sethdford

bysethdford

•

Analíticas y Monitorización

Defines and measures product-market fit indicators to ensure products solve critical customer problems effectively.

The Product-Market Fit skill helps product managers and developers establish clear criteria for PMF by analyzing customer feedback, churn data, and engagement metrics. It provides a structured framework to identify leading indicators, set performance thresholds, and develop a measurement plan grounded in industry standards like the Lean Product Playbook and Inspired. This skill is essential for teams looking to validate their value proposition, diagnose retention issues, and prioritize roadmap items that will most significantly impact market alignment.

Características Principales

019 GitHub stars

02Identification of leading indicators for user retention

03Gap analysis between current performance and PMF targets

04Segment-specific PMF definition and modeling

05Target threshold setting for NPS, churn, and engagement

06Structured PMF measurement framework generation

Casos de Uso

01Developing a long-term growth and measurement plan for continuous product health

02Validating a new product launch or feature set against specific market needs

03Diagnosing high churn rates and identifying alignment gaps in the current user base

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sethdford/claude-skills product-market-fit

For use in Claude.ai and ChatGPT

Características Principales

019 GitHub stars

02Identification of leading indicators for user retention

03Gap analysis between current performance and PMF targets

04Segment-specific PMF definition and modeling

05Target threshold setting for NPS, churn, and engagement

06Structured PMF measurement framework generation

Casos de Uso

01Developing a long-term growth and measurement plan for continuous product health

02Validating a new product launch or feature set against specific market needs

03Diagnosing high churn rates and identifying alignment gaps in the current user base

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sethdford/claude-skills product-market-fit

For use in Claude.ai and ChatGPT