How does the cohort analysis feature work?

The skill provides templates for tracking user retention over time, allowing teams to see if retention trends are improving on a weekly or monthly basis.

What metrics can this Claude Code skill track?

It tracks over 20 specific metrics across five categories: Acquisition (CAC, Traffic), Activation (Time-to-Value), Revenue (MRR, LTV), Retention (Churn, DAU/MAU), and Referral (NPS).

Does it support predictive analytics?

Absolutely. It features frameworks for Churn Prediction using risk scoring and Revenue Forecasting based on current MRR and expansion rates.

Is this skill useful for executive reporting?

Yes, it includes an Executive Dashboard design specifically focused on high-level business health indicators like LTV/CAC ratios and MoM growth.

Can this skill help with product management?

Yes, it includes a dedicated Product Dashboard pattern that monitors DAU/MAU stickiness, feature adoption rates, and user journey completion.

Growth Analytics & Dashboard Management

Name: Growth Analytics & Dashboard Management
Author: ShunsukeHayashi

byShunsukeHayashi

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Analytics & Monitoring

Implements comprehensive KPI frameworks and designs data-driven dashboards to optimize growth metrics and business performance.

About

The Growth Analytics and Dashboard Management skill provides a robust framework for monitoring and optimizing business growth through over 20 key metrics including CAC, LTV, and Churn. It empowers Claude to design specialized dashboards for executive, product, and marketing teams, conduct in-depth cohort and funnel analyses, and perform predictive modeling for churn and revenue. This skill is ideal for teams looking to transition from raw data collection to actionable, data-driven decision-making within an autonomous development environment.

Key Features

Multi-tier Dashboard Design for Executive and Product teams
7 GitHub stars
Advanced Cohort and Funnel Analysis templates
A/B Testing Framework for hypothesis validation
Comprehensive KPI Framework across AARRR categories
Predictive Churn Risk Scoring and Revenue Forecasting

Use Cases

Setting up a predictive growth model to forecast revenue and identify high-risk customers
Analyzing user retention trends through weekly cohort analysis to identify product friction
Building a SaaS KPI dashboard to track MRR, Churn, and LTV/CAC ratios

About

Key Features

Multi-tier Dashboard Design for Executive and Product teams
7 GitHub stars
Advanced Cohort and Funnel Analysis templates
A/B Testing Framework for hypothesis validation
Comprehensive KPI Framework across AARRR categories
Predictive Churn Risk Scoring and Revenue Forecasting

Use Cases

Setting up a predictive growth model to forecast revenue and identify high-risk customers
Analyzing user retention trends through weekly cohort analysis to identify product friction
Building a SaaS KPI dashboard to track MRR, Churn, and LTV/CAC ratios