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Build a short-term (13-week) cash flow forecast to see if you can cover what's due.
Passed 20 of 22 test cases with the skill, and 14 of 22 without it.
and 8 more in the full report
6 fixed14 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
I need a 13-week cash flow projection for my boutique coffee shop. My starting bank balance today is $12,000, and I have recurring payroll around $3,500 every two weeks plus regular supplier invoices. Please build out the weekly forecast table showing opening cash, incoming receipts, outgoing expenses, and closing balance for each week. Include key readouts like our lowest projected balance and any deficit weeks, list underlying timing assumptions, and provide practical levers we can pull if liquidity gets tight.
| Checked | Without skill | With skill |
|---|---|---|
| Explicitly marks fabricated or unprovided numbers with the placeholder text *(replace with your numbers)*. | Missed | Passed |
| Includes the explicit roll-forward formula Closing cash = Opening cash + Inflows − Outflows. | Missed | Passed |
The instructions your model reads when the skill loads.
Profit is an opinion; cash is a fact — and businesses fail by running out of it even while "profitable". A short-term (commonly 13-week) cash flow forecast shows, week by week, whether money coming in covers money going out, and when the tightest point hits. This skill builds that forecast's structure and math so you can see trouble early and act.
Note: this is a planning aid, not financial, investment, or accounting advice. It structures a forecast from figures you provide and projects from your assumptions; it does not guarantee outcomes. Confirm material decisions with a qualified accountant/advisor. Never invent actual balances or amounts.
Given "build me a 13-week cash flow", produce the full structure anyway — lay out the model with the formulas and a worked example using placeholder figures (replace with your numbers). Use the real numbers where the user gave them; never fabricate a starting balance or a result.
Ask for these only if they aren't already provided (else use labelled placeholders):
Closing cash = Opening cash + Inflows − Outflows, run week over week (each week's closing is the next week's opening).| Week | Opening cash | Inflows | Outflows | Net | Closing cash |
|---|
Break inflows/outflows into their main lines (receipts; payroll, rent, suppliers, tax…) so it's actionable.
test cases passed, vs 14 / 22 without
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