/financial-unit-economics
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,
$ npx -y skills add nicepkg/auto-company --skill financial-unit-economics --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/financial-unit-economics
Context preview
The summary Claude sees to decide when to auto-load this skill.
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,
SKILL.md
financial-unit-economics.SKILL.mdname: 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
Table of Contents
- [Purpose](#purpose)
- [When to Use](#when-to-use)
- [What Is It?](#what-is-it)
- [Workflow](#workflow)
- [Common Patterns](#common-patterns)
- [Guardrails](#guardrails)
- [Quick Reference](#quick-reference)
Purpose
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.
When to Use
Use this skill when:
- **Business model validation**: Determine if startup/new product can be profitable at scale
- **Pricing decisions**: Set prices based on target margins and customer economics
- **Marketing spend**: Assess ROI of acquisition channels, optimize CAC
- **Growth strategy**: Decide when to scale (raise funding, increase spend) based on unit economics
- **Product roadmap**: Prioritize features that improve retention or reduce churn (increase LTV)
- **Investor pitch**: Demonstrate business model viability with CAC, LTV, payback metrics
- **Channel optimization**: Compare profitability across customer segments or acquisition channels
- **Subscription models**: Analyze recurring revenue, churn, cohort retention curves
- **Marketplace economics**: Model take rate, supply/demand side economics, liquidity
- **Financial planning**: Forecast cash flow, runway, burn rate based on unit economics
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?"
What Is It?
**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**:
- **CAC (Customer Acquisition Cost)**: Total sales/marketing spend ÷ new customers acquired
- **LTV (Lifetime Value)**: Revenue from customer over their lifetime minus variable costs
- **Contribution Margin**: (Revenue - Variable Costs) ÷ Revenue (as %)
- **LTV/CAC Ratio**: Measures return on acquisition investment (target: 3:1 or higher)
- **Payback Period**: Months to recover CAC from customer revenue
- **Cohort Analysis**: Track metrics over time for customer groups (by acquisition month/channel)
**Quick example:**
**Scenario**: SaaS startup, subscription model ($100/month), analyzing unit economics.
**Metrics**:
- **CAC**: $20k marketing spend, 100 new customers → CAC = $200
- **Monthly revenue per customer**: $100
- **Variable costs**: $20/customer/month (hosting, support)
- **Gross margin**: ($100 - $20) / $100 = 80%
- **Monthly churn**: 5% → Average lifetime = 1 / 0.05 = 20 months
- **LTV**: $100 revenue × 20 months × 80% margin = $1,600
- **LTV/CAC**: $1,600 / $200 = 8:1 ✓ (healthy, >3:1)
- **Payback period**: $200 CAC ÷ ($100 × 80% margin) = 2.5 months ✓ (good, <12 months)
**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**:
- **Early warning system**: Detect unsustainable business models before scaling losses
- **Data-driven growth**: Know when unit economics justify increasing spend
- **Channel optimization**: Identify which acquisition channels are profitable
- **Pricing power**: Quantify impact of price changes on profitability
- **Investor confidence**: Demonstrate path to profitability with clear metrics
Workflow
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
Read more
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
Table of Contents
- [Purpose](#purpose)
- [When to Use](#when-to-use)
- [What Is It?](#what-is-it)
- [Workflow](#workflow)
- [Common Patterns](#common-patterns)
- [Guardrails](#guardrails)
- [Quick Reference](#quick-reference)
Purpose
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.
When to Use
Use this skill when:
- **Business model validation**: Determine if startup/new product can be profitable at scale
- **Pricing decisions**: Set prices based on target margins and customer economics
- **Marketing spend**: Assess ROI of acquisition channels, optimize CAC
- **Growth strategy**: Decide when to scale (raise funding, increase spend) based on unit economics
- **Product roadmap**: Prioritize features that improve retention or reduce churn (increase LTV)
- **Investor pitch**: Demonstrate business model viability with CAC, LTV, payback metrics
- **Channel optimization**: Compare profitability across customer segments or acquisition channels
- **Subscription models**: Analyze recurring revenue, churn, cohort retention curves
- **Marketplace economics**: Model take rate, supply/demand side economics, liquidity
- **Financial planning**: Forecast cash flow, runway, burn rate based on unit economics
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?"
What Is It?
**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**:
- **CAC (Customer Acquisition Cost)**: Total sales/marketing spend ÷ new customers acquired
- **LTV (Lifetime Value)**: Revenue from customer over their lifetime minus variable costs
- **Contribution Margin**: (Revenue - Variable Costs) ÷ Revenue (as %)
- **LTV/CAC Ratio**: Measures return on acquisition investment (target: 3:1 or higher)
- **Payback Period**: Months to recover CAC from customer revenue
- **Cohort Analysis**: Track metrics over time for customer groups (by acquisition month/channel)
**Quick example:**
**Scenario**: SaaS startup, subscription model ($100/month), analyzing unit economics.
**Metrics**:
- **CAC**: $20k marketing spend, 100 new customers → CAC = $200
- **Monthly revenue per customer**: $100
- **Variable costs**: $20/customer/month (hosting, support)
- **Gross margin**: ($100 - $20) / $100 = 80%
- **Monthly churn**: 5% → Average lifetime = 1 / 0.05 = 20 months
- **LTV**: $100 revenue × 20 months × 80% margin = $1,600
- **LTV/CAC**: $1,600 / $200 = 8:1 ✓ (healthy, >3:1)
- **Payback period**: $200 CAC ÷ ($100 × 80% margin) = 2.5 months ✓ (good, <12 months)
**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**:
- **Early warning system**: Detect unsustainable business models before scaling losses
- **Data-driven growth**: Know when unit economics justify increasing spend
- **Channel optimization**: Identify which acquisition channels are profitable
- **Pricing power**: Quantify impact of price changes on profitability
- **Investor confidence**: Demonstrate path to profitability with clear metrics
Workflow
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
全自主 AI 公司,24/7 不停歇运行 14 个 AI Agent,每个都是该领域世界顶级专家的思维分身。 自主构思产品、做决策、写代码、部署上线、搞营销。没有人类参与。 基于 Claude Code Agent Teams 驱动。 ⚠️ 实验项目 — 还在测试中,能跑但不一定稳定。目前仅支持 macOS。
Other skills on auto-company.
- /agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a
Open skill - /code-review-security
Security-focused code review checklist and automated scanning patterns. Use when reviewing pull requests for security issues, auditing authentication/authorization code, checking for OWASP Top 10 vulnerabilities, or validating input sanitization. Covers SQL injection prevention,
Open skill - /cold-email-sequence-generator
Generate personalized cold email sequences (7-14 emails) with A/B test subject lines, follow-up timing recommendations, and integrated social proof. Creates multi-touch campaigns optimized for response rates. Use when users need outbound email campaigns, sales sequences, or lead
Open skill - /community-led-growth
Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion. Covers building developer communities, user groups, ambassador programs, and turning customers into advocates. Knows the difference between community as a feature
Open skill - /competitive-intelligence-analyst
Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are competitors doing," market analysis, or differentiation strategy.
Open skill - /content-strategy
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," or "content planning." For
Open skill

