Who is this skill for?

It is designed for data analysts, product managers, and developers who need to automate and validate user behavior analysis within their development workflow.

Can this skill write SQL queries?

Yes, it generates production-ready SQL specifically tailored for complex cohort tracking and customer retention metrics across various database dialects.

Does it support data visualization?

While it doesn't render graphics directly, it provides the specific code and data structures needed to create heatmaps and charts in modern BI tools.

What is cohort analysis?

Cohort analysis is a subset of behavioral analytics that breaks down data into related groups to see how behavior changes over time, typically used for retention.

Cohort Analysis Creator

Name: Cohort Analysis Creator
Author: jeremylongshore

byjeremylongshore

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983

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Data Science & ML

Generates comprehensive cohort analysis models and SQL queries to track user behavior and retention patterns over time.

The Cohort Analysis Creator skill empowers data analysts and developers to automate the complex process of grouping users into cohorts based on shared characteristics. It provides structured guidance for writing optimized SQL queries, building retention heatmaps, and identifying behavioral trends across specific user groups within the Claude Code environment. By leveraging industry best practices for statistical analysis and business intelligence, this skill transforms raw transactional data into actionable insights regarding customer churn, lifetime value, and long-term engagement strategy.

Key Features

01983 GitHub stars

02Step-by-step guidance for calculating key business intelligence metrics

03Statistical validation of cohort data patterns and trends

04Best practice patterns for data modeling and schema design

05Automated SQL query generation for retention and acquisition cohorts

06Integration-ready code for behavioral heatmaps and visualizations

Use Cases

01Measuring customer retention rates over monthly or weekly intervals

02Analyzing the impact of product updates on specific user sign-up groups

03Identifying high-value cohorts to optimize marketing and acquisition spend

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills cohort-analysis-creator

For use in Claude.ai and ChatGPT

Download Skill

Key Features

01983 GitHub stars

02Step-by-step guidance for calculating key business intelligence metrics

03Statistical validation of cohort data patterns and trends

04Best practice patterns for data modeling and schema design

05Automated SQL query generation for retention and acquisition cohorts

06Integration-ready code for behavioral heatmaps and visualizations

Use Cases

01Measuring customer retention rates over monthly or weekly intervals

02Analyzing the impact of product updates on specific user sign-up groups

03Identifying high-value cohorts to optimize marketing and acquisition spend

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills cohort-analysis-creator

For use in Claude.ai and ChatGPT

Download Skill