agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling…
Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating startup metrics (CAC, LTV, payback period), making pricing decisions, assessing scalability, comparing business models, or when user mentions unit economics,
Claude Code
$ npx -y skills add nicepkg/auto-company --skill financial-unit-economics --agent claude-code
Codex
$ npx skills add nicepkg/auto-company --skill financial-unit-economics -a codex -y
Cursor
$ npx skills add nicepkg/auto-company --skill financial-unit-economics -a cursor -y
Gemini CLI
$ npx skills add nicepkg/auto-company --skill financial-unit-economics -a gemini-cli -y
GitHub Copilot
$ npx skills add nicepkg/auto-company --skill financial-unit-economics -a github-copilot -y
OpenCode
$ npx skills add nicepkg/auto-company --skill financial-unit-economics -a opencode -y
Windsurf
$ npx skills add nicepkg/auto-company --skill financial-unit-economics -a windsurf -y
name: financial-unit-economics description: Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating startup metrics (CAC, LTV, payback period), making pricing decisions, assessing scalability, comparing business models, or when user mentions unit economics, CAC/LTV ratio, contribution margin, customer profitability, break-even analysis, or needs to determine if a business can be profitable at scale.
Financial Unit Economics analyzes the profitability of individual units (customers, products, transactions) to determine if a business model is viable and scalable. This skill guides you through calculating key metrics (CAC, LTV, contribution margin), interpreting ratios, conducting cohort analysis, and making data-driven decisions about pricing, marketing spend, and growth strategy.
Use this skill when:
Trigger phrases: "unit economics", "CAC/LTV", "customer acquisition cost", "lifetime value", "contribution margin", "payback period", "customer profitability", "break-even", "cohort analysis", "is this business viable?"
**Financial Unit Economics** is the practice of measuring profitability at the most granular level (per customer, product, or transaction) to understand if revenue from a single unit exceeds the cost to acquire and serve it.
**Core components**:
**Quick example:**
**Scenario**: SaaS startup, subscription model ($100/month), analyzing unit economics.
**Metrics**:
**Interpretation**: Strong unit economics. Each customer generates 8× their acquisition cost. Can profitably scale marketing spend. Payback in 2.5 months means fast capital recovery.
**Core benefits**:
Copy this checklist and track your progress:
Unit Economics Analysis Progress: - [ ] Step 1: Define the unit - [ ] Step 2: Calculate CAC - [ ] Step 3: Calculate LTV - [ ] Step 4: Assess contribution margin - [ ] Step 5: Analyze cohorts - [ ] Step 6: Interpret and recommend
**Step 1: Define the unit**
What is your unit of analysis? (Customer, product SKU, transaction, subscription). See [resources/template.md](resources/template.md#unit-definition-template).
**Step 2: Calculate CAC**
Total acquisition costs (sales + marketing) ÷ new units acquired. Break down by channel if applicable. See [resources/template.md](resources/template.md#cac-calculation-template) and [resources/methodology.md](resources/methodology.md#1-customer-acquisition-cost-cac).
**Step 3: Calculate LTV**
Revenue over unit lifetime minus variable costs. Use cohort data for retention/churn. See [resources/template.md](resources/template.md#ltv-calculation-template) and [resources/methodology.md](resources/methodology.md#2-lifetime-value-ltv).
**Step 4: Assess contribution margin**
(Revenue - Variable Costs) ÷ Revenue. Identify levers to improve margin. See [resources/template.md](resources/template.md#contribution-margin-template) and [resources/methodology.md](resources/methodology.md#3-contribution-margin-analysis).
**Step 5: Analyze cohorts**
Track retention, LTV, payback by customer cohort (acquisition month/channel/segment). See [resources/template.md](resources/template.md#cohort-analysis-template) and [resources/methodology.md](resources/methodology.md#4-cohort-analysis).
**Step 6: Interpret and recommend**
Assess LTV/CAC ratio, payback period, cash efficiency. Make recommendations (pricing, channels, growth). See [reso
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