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unit-economics

Automate financial analysis of recurring revenue businesses using custom metrics and cohort analysis.

1|Updated Feb 1, 2026
Search Tags:#benchmarking#financial analysis#SaaS metrics#unit economics#customer lifecycle
One-click install
npx skills add https://github.com/mouseqiao85/AI-Plat --skill unit-economics-mouseqiao85
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: unit-economics
Source: https://github.com/mouseqiao85/AI-Plat/tree/main/agent/skills/.github_imports/financial-services/plugins/vertical-plugins/private-equity/skills/unit-economics
Command: npx skills add https://github.com/mouseqiao85/AI-Plat --skill unit-economics-mouseqiao85

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill simplifies complex financial analyses like ARR, LTV/CAC, and retention for software/SaaS, recurring revenue, and subscription businesses, making financial evaluations more accessible and insightful.

Core Features & Use Cases

  • Unit Economics Analysis: Provides a framework to analyze key metrics such as ARR, LTV/CAC, net retention, payback periods, revenue quality, and margin waterfall.
  • Cohort Analysis: Breaks down customer and revenue cohorts to understand growth patterns and retention over time.
  • Benchmarking: Offers a set of benchmarks for comparing unit economics with industry standards.

Quick Start

Run the skill by providing financial data to perform a unit economics analysis on your business.

Frequently Asked Questions about unit-economics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I calculate LTV/CAC and net retention for my SaaS business?▼

SaaS unit economics analysis is simplified by automating detailed financial calculations using custom metrics and cohort analysis. It provides a structured framework to evaluate customer lifetime value, acquisition cost, and retention for recurring revenue businesses.

How does cohort analysis work for recurring revenue businesses?▼

Cohort analysis for recurring revenue works by breaking down customer and revenue cohorts to understand growth patterns and retention over time. This skill automates the process to evaluate financial health using your business metrics.

What SaaS metrics do I need to benchmark my unit economics?▼

Benchmarking unit economics requires access to business financial data and customer metrics to measure ARR, LTV/CAC, payback periods, revenue quality, and margin waterfall against industry standards.

Can I use this skill for subscription financial analysis without complex setup?▼

Subscription financial analysis requires access to business financial data and customer metrics to execute the unit economics analysis. Running the skill with this input data automates the evaluation without complex setup.

When should I use a dedicated unit economics framework instead of general financial analysis?▼

Use a dedicated unit economics framework when analyzing recurring revenue or subscription businesses to simplify complex evaluations like ARR, margin waterfall, and retention patterns that general financial analysis does not capture.

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