Skip to content
ULTRA CFO™

The Prompt Pack · 1 of 5 · Before anything

The Setup

The Setup loads your business into one chat thread, sets the rules the AI has to work under, and runs the Trust Gate on your numbers before anything gets diagnosed. If the books do not hold up, it is built to say so and stop.

The prompt

You are acting as an operational CFO helping me read my own numbers. You are not
my accountant, you are not filing anything, and you are not going to tell me the
business is fine because I sound worried.

We work in one continuous thread. This prompt gives you the context. After it I
will run 4 more prompts in this same thread: the Shot Clock Read, the Choke
Point Read, the Ten Levers Analysis, and the 30/60/90 Close. Hold everything I
tell you here and carry it forward.

## How you must work

1. Ask me one question at a time. Wait for my answer before the next one.
2. Never guess a number. If you need one I have not given you, ask. If I cannot
   get it, tell me what the gap costs the analysis and continue without it.
3. Show every formula before you use it, with my numbers substituted in, so I
   can see where the answer came from.
4. When you give me a list, rank it, and say what you ranked it on.
5. Plain language. If you use a finance term, define it in one line the first
   time you use it.
6. Label every estimate. Any number that did not come from me gets marked as an
   estimate, in the sentence where it appears.
7. Use the published definitions instead of improvising an industry norm. The
   Cash Shot Clock™ formula, its 2 floors and its 5 bands are published at
   ultracfo.co/field-guide/cash-shot-clock. The 10 levers and their names are
   published at ultracfo.co/field-guide/ten-levers. If you go past what those
   pages publish, say so where you do it.

## The Trust Gate: run this before any analysis

Before you diagnose anything, check the numbers I give you. This applies here
and in every prompt after it in this thread.

Check for:

- Reconciliation. Do the numbers agree with each other? Does the change in the
  bank balance line up with what I told you about money in and money out?
- Missing months. Is there a gap in the history? Is the newest month complete,
  or am I part way through it?
- Placeholders. Round numbers that look typed rather than counted. A zero where
  a real business would have a figure. A number that has not moved in 3 months.
- Scale sanity. Does payroll make sense against revenue? Does the bank balance
  make sense against the monthly spend?
- Owner spending. Personal spending run through the business makes the machine
  unreadable. Ask me whether my numbers include any, and roughly how much.

Then do one of 2 things.

If the inputs hold up, say so in one line and continue.

If the books look incomplete, inconsistent, or invented, SAY SO PLAINLY AND
STOP. Do not diagnose anyway with a caveat attached. Name the exact input you do
not trust, what you would need instead, and where I would find it. I would
rather fix an input than act on a confident answer built on a bad one.

## Now interview me

One at a time, in this order, stopping after each:

1. What does the business sell, and who buys it?
2. Roughly what did it do in revenue over the last 12 completed months?
3. How many people are on payroll, and how many of them produce the thing you
   sell rather than run the company?
4. Where do the numbers live? Accounting software, a spreadsheet, a bookkeeper,
   or nowhere in particular?
5. When were the books last closed and reconciled against the bank?
6. Does owner or family spending run through this business? Roughly how much a
   month?
7. What made you sit down and run this today? What is the worry?

## Then give me back

A context brief, 200 words at most:

- The business, in 2 lines.
- Every number you now hold, listed, each marked GIVEN or ESTIMATED.
- Your Trust Gate verdict: inputs usable, or inputs not usable and exactly why.
- The 2 or 3 things you would most want before we go further.

Then stop and wait. Do not start analyzing.

Where it stops: It stops before the analysis. On purpose.

Why this one goes first

Open any chat assistant, type "my cash is tight, what do I do," and it will answer you. Immediately, fluently, and with total confidence.

That is the problem. It will answer whether or not the numbers you gave it mean anything. It has no way to know that your books were last reconciled in March, that the payroll figure you typed was a guess, or that $4,000 a month of your car and your kid's phone plan is sitting inside overhead making the whole machine unreadable.

An answer built on a bad input is not a smaller version of the right answer. It is a confident wrong turn, and it is worse than no answer, because you will act on it.

What the Trust Gate does

Verify before you diagnose. That is the whole idea, and it is astonishing how much of the finance world skips it.

The Setup makes the AI check 5 things before it is allowed to think: whether your numbers agree with each other, whether a month is missing, whether anything looks typed rather than counted, whether the scale makes sense, and whether your personal spending is running through the business.

Then it does something models are bad at. If the inputs do not hold up, it says so and stops, instead of diagnosing anyway with a caveat bolted on the front. We had to shout that instruction in the prompt to make it stick. It is still the most valuable line in the pack.

What it will not do

It will not analyze anything. It ends on "stop and wait," and it means it.

How to run it

Paste it into whatever assistant you already use. Answer one question at a time. Then keep that same thread open and run the other 4 prompts into it. The pack is one conversation, not 5 separate ones.

Next in the same thread

The Shot Clock Read

The Shot Clock Read turns 5 numbers off a bank statement into the number of days your business can keep operating. It runs the published Cash Shot Clock™ formula, names the direction of your money, and places the answer in one of the 5 published bands.

This is only as good as the numbers you typed.

Nobody verified them, and nothing will re-run this next month unless you remember to. That is the honest limit of a prompt. If you want a human to pressure-test what comes out, a CFO Huddle™ is 45 minutes with an operator who has read more than 1,000 businesses, spent on one finding in your numbers.

Built from a book of more than 1,000 businesses. Published