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

•

分析与监控

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

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.

主要功能

01Multi-tier Dashboard Design for Executive and Product teams

027 GitHub stars

03Advanced Cohort and Funnel Analysis templates

04A/B Testing Framework for hypothesis validation

05Comprehensive KPI Framework across AARRR categories

06Predictive Churn Risk Scoring and Revenue Forecasting

使用场景

01Setting up a predictive growth model to forecast revenue and identify high-risk customers

02Analyzing user retention trends through weekly cohort analysis to identify product friction

03Building a SaaS KPI dashboard to track MRR, Churn, and LTV/CAC ratios

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add shunsukehayashi/miyabi growth-analytics-dashboard

For use in Claude.ai and ChatGPT

Download Skill