financial-unit-economics SKILL.md skillA
financial-unit-economics from maxmiksa/auto-company is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add maxmiksa/auto-company/financial-unit-economics@git:20251209.441f2f5Pins git:20251209.441f2f5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- maxmiksa/auto-company
- Path
.claude/skills/financial-unit-economics/SKILL.md- Versions recorded
- 2
- Latest version
- git:20251209.441f2f5, committed Dec 9, 2025
- First version recorded
- Aug 12, 2025
- Size
- 13,873 bytes
- Repository stars
- 3,191
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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) …
Read the whole file at its exact version.
How to install
mdr add maxmiksa/auto-company/financial-unit-economics@sha256:58247539a5e74d7eThe line at the top of this page pins the label git:20251209.441f2f5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7npnoynpf7jvu5x4)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 12, 2025 and Dec 9, 2025, about one every 119 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20251209.441f2f5 latest | 2025-12-09 | 441f2f5 | 13,873 B | A | view · diff |
| git:20250812.d99ae30 | 2025-08-12 | d99ae30 | 6,971 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13873 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
maxmiksa/auto-company · 3,191 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7npnoynpf7jvu5x4 GET https://markdownregistry.com/api/v1/resolve?ref=maxmiksa/auto-company/financial-unit-economics GET https://markdownregistry.com/api/v1/blob/58247539a5e74d7e5cf567029046d71c33eb6555a7aa9250cda4d147bfa4b923
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.