launch-economics SKILL.md skillA
launch-economics from borghei/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add borghei/claude-skills/launch-economics@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- borghei/claude-skills
- Path
finance/launch-economics/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Nov 8, 2026
- Size
- 13,742 bytes
- Repository stars
- 1,075
- License
- a license file GitHub does not identify
Pre-launch unit economics, year-one cash model and a computed go/not-yet verdict for a new business. Use when asking "is this profitable", finding break-even, sizing startup cash, or deciding whether to launch.
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
# Launch Economics Margins decide whether a good idea is a business. This skill builds the numbers for a business that has not opened yet: what each sale leaves after its own costs, how many sales a day cover the fixed costs, what year one looks like month by month, how deep the cash hole gets before the business pays for itself, and which assumption would sink it. It then computes a verdict from those numbers and the demand evidence collected so far. The verdict is never written by hand. The agent treats every number as traceable: each cost line carries its source (quote, public price, or estimate), and the report says which conclusions rest on guesses. ## When to use this skill - **"Is this profitable?"** for a shop, kitchen, studio, service or online store that has not launched - **Finding break-even** in sales per day and checking it against capacity - **Sizing the cash** a founder must carry before the business funds itself - **Stress-testing a plan** against a lower price, slower sales or cost inflation - **Deciding whether to launch, wait or rework**, with a verdict a partner or lender can audit …
Read the whole file at its exact version.
How to install
mdr add borghei/claude-skills/launch-economics@sha256:e52880bec15839fbThe line at the top of this page pins the label v1.0.0, 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_sfgaagegqisc6m4p)
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Versions
The registry has recorded 1 version of this file, committed on Nov 8, 2026.
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 (13742 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
borghei/claude-skills · 1,075 stars · license a license file GitHub does not identify · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sfgaagegqisc6m4p GET https://markdownregistry.com/api/v1/resolve?ref=borghei/claude-skills/launch-economics GET https://markdownregistry.com/api/v1/blob/e52880bec15839fb35e4fd39a9aeabcdc10a397070d061dfd1fa9a09cbdd5933
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.