Unit Economics CalculatorSAFE
Overview
An agent skill published by revfactory.
459e1bb8f76eOBSERVED · 2026-10-12What 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 |
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.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (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.
459e1bb8f76efull audit observations/trust-audit/skill/revfactory__unit-economics-calculator.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-12 | 459e1bb8f76e | SAFE | B | 89 | first audit |
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.