financial-unit-economics skillA
financial-unit-economics is agent-read markdown (skill) from maxmiksa/auto-company: 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..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20251209.441f2f5mdr add maxmiksa/auto-company/financial-unit-economics@sha256:58247539a5e74d7ePin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_7npnoynpf7jvu5x4)
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Versions
| 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 · 3,095 stars · license MIT · pushed 2026-09-24 · 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
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