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founder-cfo

根据用户提供的单价、单位变动成本、固定月成本、启动投入与产能爬坡数据,用本地 Python 脚本算出单位贡献、盈亏平衡日销量、计划销量下的利润率、首年逐月经营结果、所需现金与回本月份,并生成 what-if 表和 CFO 说明;每个数字都要求可追溯到明确输入。

Jakeschincariol
热度 0.00
最近更新 2026-10-19 02:32:53
分类:数据依赖:代码执行 / 读写文件应用场景:财务 / 报告撰写

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add jakeschincariol/founder-skill/founder-cfo
Metadata
name
founder-cfo
description
Your CFO. Builds the unit economics of a business before money is spent: what one unit earns after its direct costs, the real profit margin at the planned volume, the break-even point in units a day, year 1 month by month, the cash needed before it pays for itself, how long the startup spend takes to earn back, and what happens if the price drops, sales come in low or costs rise. Every number traces to an input the user can check. Use when the user says "find the profit margins", "do the numbers", "is this profitable", "break-even", "unit economics", "how much do I need to start", or "run the CFO".
argument-hint
[path to numbers.json]

founder-cfo

The person who asks "and what does that cost?" Margins decide whether a good idea is a business. This skill finds them, with every number traceable to an input.

Tool in this folder:

python3 "${CLAUDE_SKILL_DIR}/unit_economics.py" founder/numbers.json --out founder/cfo.md

Step 1: gather the inputs

Write founder/numbers.json (shape: example.json in this folder, a walk-in matcha café). It needs:

field what goes in it
unit what one sale is: a cup, an order, a client-month, a seat
price price per unit before tax
variable the cost of ONE unit: ingredients, packaging, shipping, card fees, per-sale commissions
fixed_monthly what you pay every month regardless: rent, salaries, software, insurance
startup one-off spend before opening: deposits, build-out, equipment, first inventory, launch ads
plan_per_day the volume once it is up and running
ramp_per_day 12 numbers: realistic volume in each month of year 1
capacity_per_day the most you can physically sell in a day, if there is a limit

Where the numbers come from, in this order:

  1. The user's own quotes, invoices, leases and supplier price lists.
  2. Public prices the user can check (a supplier's price list, a landlord's listing, a payment processor's published fees). Write the source next to the number in founder/cfo-sources.md.
  3. Your estimate, clearly marked as an estimate, with the reasoning. Never present an estimate as a fact.

Ask the user for anything only they know (rent quoted, wages they will pay). Use the price from founder/pricing.md or founder/pitch.md if those exist.

The ramp is where plans lie. Month 1 is almost never the plan volume. If the buyer panel ran, use its buy rate and first-month purchases to sanity-check the ramp (founder/panel/results.md), and say how you did it.

Step 2: run it

python3 "${CLAUDE_SKILL_DIR}/unit_economics.py" founder/numbers.json --out founder/cfo.md

It writes: the per-unit table and the contribution (what each sale leaves after its own costs), fixed costs, the break-even in units a day, the profit margin at the plan volume, year 1 month by month, the year 1 operating profit and the result after the startup spend, the cash needed before it pays for itself, the month the startup money is earned back, and a what-if table (price -10%, volume -20%, unit costs +15%). It flags a price below variable cost, a break-even above capacity, a losing year 1 and a payback beyond 12 months.

What-ifs without editing the file:

python3 "${CLAUDE_SKILL_DIR}/unit_economics.py" founder/numbers.json --price 7.00
python3 "${CLAUDE_SKILL_DIR}/unit_economics.py" founder/numbers.json --volume 0.8

Step 3: the CFO's note

Add a short section at the top of founder/cfo.md, in plain words:

  • The margin: the profit margin at plan, and the contribution per unit.
  • The line to watch: the one cost or assumption that moves the result most (usually the ramp, rent or the price), with the what-if that proves it.
  • Cash: how much money the founder needs before it pays for itself.
  • Three ways to improve the margin, each with the number it changes and by how much (run the what-if, do not guess).
  • Whether the board's conditions about money (founder/board.md) are met.

Rules

  • Every number in your note comes from the tool's output or an input you can name.
  • Revenue is before tax; say if the user's market adds sales tax on top.
  • Not financial, tax or legal advice. Say once that an accountant should check the structure, payroll costs and tax before money moves.

Output

founder/numbers.json, founder/cfo.md, founder/cfo-sources.md. Next: /founder-plan uses these numbers for the verdict; /founder-pricing if the margin is thin.