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Agent skill

Startup Financial Modeling

by nicepkg in nicepkg/auto-company

This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or…

No licenceAuto-check passedBusiness, Finance & HR

Install Startup Financial Modeling

skills CLI
$ npx skills add nicepkg/auto-company --skill startup-financial-modeling -a claude-code

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

GitHub CLI
$ gh skill install nicepkg/auto-company startup-financial-modeling --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-financial-modeling .claude/skills/startup-financial-modeling && 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-financial-modeling
GitHub stars
192
Used in
12 other repos
Token cost
~2.8k tokens
SKILL.md length
1,152 words
Files
1
Skills in repo
23
Repo updated
First seen
Licence
None found

At a glance

This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or…

  • Works in 7 steps: Define Business Model → Build Revenue Projections → Model Cost Structure → …
  • Asks to create financial projections
  • SKILL.md covers Overview, Core Components, Financial Model Structure and Step-by-Step Process, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Startup Financial Modeling is an agent skill from nicepkg/auto-company. This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or requests 3-5 year financial planning for a startup.

Its SKILL.md is about 2.8k 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. 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

  • Asks to create financial projections
  • Build a financial model
  • Forecast revenue
  • Calculate burn rate

Example prompts

  • “create financial projections”
  • “build a financial model”
  • “forecast revenue”
  • “/startup-financial-modeling”

Workflow steps

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

  1. Define Business Model
  2. Build Revenue Projections
  3. Model Cost Structure
  4. Create Hiring Plan
  5. Project Cash Flow
  6. Calculate Key Metrics
  7. Scenario Analysis

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 Financial Modeling loads about 2.8k tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 1,152 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~67
When it runs · the whole SKILL.md, loaded when a task matches
~2.8k

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 1,152 words (~2,752 tokens).

“Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.”

— opening of SKILL.md by nicepkg
name
startup-financial-modeling
version
1.0.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/startup-financial-modeling of nicepkg/auto-company.

Open the folder on GitHubat commit 1252920

Used in 12 other repositories

We found 26 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 12 other GitHub owners. This page covers the copy in nicepkg/auto-company, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Startup Financial Modeling 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 Financial Modeling compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Startup Financial Modeling this skillnicepkg/auto-company19212 repos~2.8kAutomated safety check: PassNone
Creating Financial ModelsChen-zexi/open-ptc-agent7294 repos~1.3kAutomated safety check: PassMIT
Equity Researcherlzwme/finance-quant-skills4351 repos~4.9kAutomated safety check: PassNone
Equity ResearchrollingSirius/equity-research-skill452—~1.5kAutomated safety check: PassMIT
SaaS Metrics Coachrongxinzy/RongxinAI1542 repos~1.3kAutomated safety check: PassMIT
Stock Value AnalyzerFunnyKun/stock-value-analyzer140—~3.3kAutomated safety check: PassNone

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Categories

Questions about Startup Financial Modeling

What does Startup Financial Modeling do?

This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or…. Startup Financial Modeling is an agent skill from nicepkg/auto-company. This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or requests 3-5 year financial planning for a startup.

When should I use Startup Financial Modeling?

Startup Financial Modeling fits situations like: asks to create financial projections; build a financial model; forecast revenue; calculate burn rate.

How do I install Startup Financial Modeling in Claude Code?

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

How do I install Startup Financial Modeling in Codex?

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

Can I use Startup Financial Modeling 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-financial-modeling -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-financial-modeling, .gemini/skills/startup-financial-modeling, .github/skills/startup-financial-modeling and .opencode/skills/startup-financial-modeling in your project.

What does Startup Financial Modeling need to run?

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

Does Startup Financial Modeling 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 Financial Modeling 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 Financial Modeling use?

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

How many tokens does Startup Financial Modeling use?

About 2.8k tokens (SKILL.md is roughly 11k 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 Financial Modeling?

Skills that share tags, products or a category with Startup Financial Modeling: Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars), Equity Researcher (lzwme/finance-quant-skills, 435 stars), Equity Research (rollingSirius/equity-research-skill, 452 stars) and SaaS Metrics Coach (rongxinzy/RongxinAI, 154 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Startup Financial Modeling?

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.