Atlas / Skills / revfactory / Unit Economics Calculator

Unit Economics CalculatorSAFE

skills/revfactory/unit-economics-calculator
Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
Apache-2.0
Stars
1,297
01

Overview

An agent skill published by revfactory.

Read from source at commit 459e1bb8f76eOBSERVED · 2026-10-12
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: unit-economics-calculator
description: "Methodology for systematically calculating startup unit economics (LTV, CAC, margin, BEP). Use this skill for 'unit economics calculation', 'LTV calculation', 'CAC analysis', 'break-even point', 'per-customer economics', 'unit profitability', and other unit economics analysis tasks. Note: bookkeeping, tax filing, and financial auditing are outside the scope of this skill."
---

# Unit Economics Calculator — Unit Economics Calculation Methodology

A skill that enhances the business-modeler's financial analysis capabilities.

## Target Agents

- **business-modeler** — Calculates unit economics systematically
- **launch-reviewer** — Validates financial assumptions

## Core Metrics

### CAC (Customer Acquisition Cost)
```
CAC = Total Marketing & Sales Spend / New Customers Acquired

Components:
- Advertising spend (paid channels)
- Sales team costs (salary + commission)
- Marketing tool costs
- Content production costs

Blended CAC vs. Channel-specific CAC
```

### LTV (Lifetime Value)
```
Simple: LTV = ARPU x Average Customer Lifespan
Detailed: LTV = ARPU x Gross Margin x (1 / Churn Rate)

For subscription:
  LTV = Monthly ARPU x Gross Margin x (1 / Monthly Churn Rate)

For e-commerce:
  LTV = AOV x Purchase Frequency x Customer Lifespan x Gross Margin
```

### Key Ratios
```
LTV/CAC Ratio:
  < 1x: Unsustainable (losing money per customer)
  1-3x: Improving but risky
  >= 3x: Healthy (industry benchmark)
  > 5x: May be underinvesting in growth

Payback Period:
  = CAC / Monthly Gross Profit per Customer
  Target: <= 12 months (SaaS), <= 6 months (e-commerce)

Gross Margin:
  = (Revenue - COGS) / Revenue x 100
  SaaS target: 70-85%
  E-commerce target: 30-50%
  Marketplace target: 60-80% (of take rate)
```

### Break-Even Point (BEP)
```
BEP (units) = Fixed Costs / (Price - Variable Cost per Unit)
BEP (revenue) = Fixed Costs / Contribution Margin Ratio

Monthly BEP:
  Fixed monthly costs / (ARPU - Variable cost per user)
```

## Scenario Analysis Template

```
| Metric | Conservative | Base | Optimistic |
|--------|-------------|------|-----------|
| Monthly new customers | | | |
| Churn rate | | | |
| ARPU | | | |
| CAC | | | |
| Gross margin | | | |
| LTV | | | |
| LTV/CAC | | | |
| Payback period | | | |
| Monthly burn | | | |
| Runway (months) | | | |
| BEP month | | | |
```

## Industry Benchmarks

| Metric | SaaS | E-Commerce | Marketplace |
|--------|------|-----------|-------------|
| Gross Margin | 70-85% | 30-50% | 60-80% |
| LTV/CAC | >= 3x | >= 3x | >= 3x |
| Payback | <= 12mo | <= 6mo | <= 12mo |
| Churn (monthly) | 3-7% | N/A | 5-10% |
| NRR | > 100% | N/A | N/A |
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-12 · audit v0.4.1 · source sha 459e1bb8f76efull audit observations/trust-audit/skill/revfactory__unit-economics-calculator.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-12459e1bb8f76eSAFEB89first audit
05

Questions

Is Unit Economics Calculator safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Unit Economics Calculator access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (459e1bb8f76e), read on 2026-10-12. The repository is watched, and a new audit runs when it changes — this is the first audit.

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