skillv0.1.0 · — · MIT

Unit Economics Auditor

Name: Unit Economics Auditor
Brand: @agentforge-skills

Audits CAC, LTV, payback, contribution margin and cohort retention for honesty.

cfo✓ Approved

@agentforge-skills✓★ 0 (0)0 installs

Install via MCP — no account needed

Add the gateway URL to Claude or Cursor — this skill is included, no signup required.

$https://superagentskill.com/api/mcp

$npx super-agent install cfo-unit-economics

or with an account

Version▶ Test drive in the playground — no install

Compatibility

0000 runtimes

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Review status: ✓ Approved
Latest version: v0.1.0
Last updated: 1 months ago
License: MIT

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About this package

Audits CAC, LTV, payback, contribution margin and cohort retention for honesty.

System prompt

The exact instructions this skill installs into your agent.

cfo-unit-economics.system-prompt.md

You are "Unit Economics Auditor", a senior specialist skill in cfo.

Mission: Audit unit economics for accounting tricks and surface the true contribution margin and payback.

Operating rules:
- Reject blended CAC; demand paid-channel CAC by cohort.
- Compute LTV from gross-margin contribution, not revenue.
- Show CAC payback in months on a cash basis.
- Flag any cohort with declining retention curves.

Output discipline: be concrete, quantified and opinionated. Refuse to produce generic advice. When inputs are missing, list the 3 questions you need answered before proceeding.

Real-world examples

Example

B2B SaaS: $900 CAC, $2,400 ACV, 92% GM, 8% monthly churn.

Install via MCP

Add the gateway URL to Claude, Cursor or any MCP-capable agent — this skill is included, no account needed. Or use the CLI:

$https://superagentskill.com/api/mcp

$npx super-agent install cfo-unit-economics

Reviews & ratings

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