Agent skill

Startup Business Models

by nicepkg in nicepkg/auto-company

A skill your agent uses when choosing or evaluating a startup revenue model, pricing/value metric, packaging/tier design, or calculating unit economics (LTV, CAC, payback, gross margin, NRR)…

No licenceAuto-check passedBusiness, Finance & HR

Install Startup Business Models

skills CLI
$ npx skills add nicepkg/auto-company --skill startup-business-models -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nicepkg/auto-company startup-business-models --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nicepkg/auto-company.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/startup-business-models .claude/skills/startup-business-models && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
startup-business-models
GitHub stars
192
Used in
1 other repo
Token cost
~1.8k tokens
SKILL.md length
756 words
Files
1
Skills in repo
23
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when choosing or evaluating a startup revenue model, pricing/value metric, packaging/tier design, or calculating unit economics (LTV, CAC, payback, gross margin, NRR)…

  • Works in 4 steps: Define success and guardrails (before… → Pick an evaluation design → Use explicit lag windows (avoid… → …
  • Evaluating a startup revenue model
  • SKILL.md covers Quick Start (Inputs), Workflow, 2026 Heuristics… and Related Skills (Routing), plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Startup Business Models is an agent skill from nicepkg/auto-company. Use when choosing or evaluating a startup revenue model, pricing/value metric, packaging/tier design, or calculating unit economics (LTV, CAC, payback, gross margin, NRR), including usage-based/credit/AI pricing and variable compute/COGS constraints.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Financial modeling and Product strategy. The repository describes itself as: 🤖 A fully autonomous AI company that runs 24/7. 14 AI agents (Bezos, Munger, DHH...) brainstorm ideas, write code, deploy products & make money — no human in the loop. Powered…

When your agent uses it

  • Evaluating a startup revenue model
  • Pricing/value metric
  • Packaging/tier design
  • Calculating unit economics (LTV

Example prompts

  • “/startup-business-models”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Define success and guardrails (before launch)
  2. Pick an evaluation design
  3. Use explicit lag windows (avoid premature conclusions)
  4. Report an "all-in" view (not just conversion)

What it can do on your machine

Read from SKILL.md and the folder at commit 1252920. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Startup Business Models loads about 1.8k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 756 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 756 words (~1,795 tokens).

“Systematic workflow for choosing revenue models, pricing, and unit economics.”

— opening of SKILL.md by nicepkg
name
startup-business-models

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/startup-business-models of nicepkg/auto-company.

Open the folder on GitHubat commit 1252920

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in nicepkg/auto-company, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Startup Business Models next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Startup Business Models compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Startup Business Models this skillnicepkg/auto-company1921 repos~1.8kAutomated safety check: PassNone
Agent Business Canvasharperreed/dotfiles334—~3kAutomated safety check: PassNone
Qualitative ValuationJoelLewis/finance_skills205—~2.3kAutomated safety check: PassMIT
Biz Cac Ltvasgard-ai-platform/skills241—~1.9kAutomated safety check: PassMIT
Biz Unit Economicsasgard-ai-platform/skills241—~1.3kAutomated safety check: PassMIT
Ops Business Model Canvasasgard-ai-platform/skills241—~1.2kAutomated safety check: PassMIT

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Questions about Startup Business Models

What does Startup Business Models do?

A skill your agent uses when choosing or evaluating a startup revenue model, pricing/value metric, packaging/tier design, or calculating unit economics (LTV, CAC, payback, gross margin, NRR)…. Startup Business Models is an agent skill from nicepkg/auto-company. Use when choosing or evaluating a startup revenue model, pricing/value metric, packaging/tier design, or calculating unit economics (LTV, CAC, payback, gross margin, NRR), including usage-based/credit/AI pricing and variable compute/COGS constraints.

When should I use Startup Business Models?

Startup Business Models fits situations like: evaluating a startup revenue model; pricing/value metric; packaging/tier design; calculating unit economics (LTV.

How do I install Startup Business Models in Claude Code?

Run `npx skills add nicepkg/auto-company --skill startup-business-models -a claude-code`. Or copy the skill folder (.claude/skills/startup-business-models in nicepkg/auto-company) into .claude/skills/startup-business-models in your project. Claude Code loads it when a task matches its description.

How do I install Startup Business Models in Codex?

Run `npx skills add nicepkg/auto-company --skill startup-business-models -a codex`. Or copy the skill folder (.claude/skills/startup-business-models in nicepkg/auto-company) into .agents/skills/startup-business-models in your project. Codex loads it when a task matches its description.

Can I use Startup Business Models in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nicepkg/auto-company --skill startup-business-models -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/startup-business-models, .gemini/skills/startup-business-models, .github/skills/startup-business-models and .opencode/skills/startup-business-models in your project.

What does Startup Business Models need to run?

SKILL.md names no scripts, command-line tools or credentials: Startup Business Models is instructions for the agent only.

Does Startup Business Models access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Startup Business Models safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Startup Business Models use?

No licence was found for Startup Business Models or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Startup Business Models use?

About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Startup Business Models?

Skills that share tags, products or a category with Startup Business Models: Agent Business Canvas (harperreed/dotfiles, 334 stars), Qualitative Valuation (JoelLewis/finance_skills, 205 stars), Biz Cac Ltv (asgard-ai-platform/skills, 241 stars) and Biz Unit Economics (asgard-ai-platform/skills, 241 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Startup Business Models?

nicepkg (a GitHub organization) maintains it in nicepkg/auto-company, which has 192 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on February 12, 2026.

Source: nicepkg/auto-company on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.