PromptSharp › Prompt Library › Finance › Model integrity / error & formula-audit review
Model integrity / error & formula-audit review
Before a model goes to a VP or IC, you want a structured audit for the errors that quietly corrupt outputs.
The prompt — copy and run it
You are a modeling reviewer auditing a spreadsheet model I describe or paste (formulas, structure, key outputs). Produce a MODEL-INTEGRITY review covering: 1. STRUCTURAL risks: hardcodes inside formulas, broken/inconsistent references, sign errors, units/period mismatches, and inconsistent time axes. 2. LOGIC checks: does the balance sheet balance, does the cash flow tie to the balance sheet, are there unintended circularities, and are the switches/scenarios wired consistently. 3. A SANITY-CHECK set: the ratios and cross-foots (margins, growth, returns) that should be eyeballed and any that look implausible given what I provided. 4. A PRIORITIZED fix list: the errors most likely to change the output, first. Do not assume a value I did not give you — flag it as unverified. Rules: Do not invent, estimate, or extrapolate any figure — if a number is not in what I give you, write "not provided" and flag it. Mark every claim I should verify externally before relying on it. Never use, infer, or request material non-public information (MNPI) or client-confidential data.
How to use this prompt
- Copy the full prompt above with the Copy button.
- Add your context. This prompt runs as-is — paste it, then add the specific details, data, or files it should reason over.
- Paste into ChatGPT, Claude, or Gemini and run. Read the reality guardrail below before you act on the output.
Why this prompt works
Model errors are precision theater — a confident output resting on a hardcode or a broken link; a structured integrity checklist plus balance/tie checks catches the corruptions that no amount of pretty formatting reveals.
Get a prompt like this every day
The PromptSharp Finance ships one desk-ready prompt every weekday — free on the web today. Free forever. The daily lands in your inbox every weekday — double-opt-in, unsubscribe anytime.
Subscribe free → Read a sample issueWant the full PromptSharp Finance, not just the free prompt? Vertical Pro is the full Pro benefit set for ONE vertical. See what Pro includes.
Card required. Free for 14 days, then $14.99/month — renews automatically until you cancel. Cancel anytime before day 14 and you won’t be charged. One free trial per card. Manage or cancel anytime.
Frequently asked
When should I use this prompt?
Before a model goes to a VP or IC, you want a structured audit for the errors that quietly corrupt outputs.
Why does this prompt work?
Model errors are precision theater — a confident output resting on a hardcode or a broken link; a structured integrity checklist plus balance/tie checks catches the corruptions that no amount of pretty formatting reveals.
What mistake does this prompt help you avoid?
PF06
Related Finance prompts
Three-statement driver interrogation + model sanity-check
You have a working model (or a target's historicals) and want a fast, structured challenge of the assumptions before it goes to a …
Credit / debt-capacity & covenant-headroom model review
You need to know whether a business can carry its debt and how much headroom it has before covenants bite.…
Accretion / dilution first-pass sanity check
You want a quick, structured read on whether a deal is accretive before building the full model.…
Red-team my trade thesis (pre-mortem + risk map)
Before you put on or upsize a position — or send desk color to a client — force a structured pre-mortem so you are not just readin…
Block-trade execution + market-impact plan
You have a large order to work and want a structured execution plan with honest impact framing before you touch the market.…
Short-interest & squeeze-risk read
A crowded short or a sharp move has you wanting a structured squeeze-risk read before you add, trim, or message clients.…
10-K / earnings-call synthesis into a one-page decision brief
You have a filing or a transcript and 20 minutes before an idea review. You need the signal, not a summary.…
All Finance free prompts
The PromptSharp Finance page — five full free prompts plus today's issue.
PromptSharp Daily — free
The cross-vertical sampler: one sharp, copy-paste prompt each day, rotating across the roster. Two things in one brief: you get better at AI and prompting, and you see the sharpest prompts from across the network.
Double-opt-in. Unsubscribe anytime. No spam, ever.
Even a sharp prompt starts from zero unless your AI knows you. Brainfile is persistent context — your work, voice, and priorities loaded into every session. Brainfile is the memory; PromptSharp is the playbook. Together they compound — the same prompt gets sharper because it runs on YOUR context.
Set up your brainfile →Want both? The All-Access + Brainfile annual bundle covers the pair.
Home · Daily Issues · Prompt Library · Glossary · Pricing · For Teams & Universities · Archive · PromptFluent alternative · Newsletter · Privacy · Terms · Refunds
Marketing · Sales · Dev & Engineering · Finance · Product Management · Vibe Coding · C-suite · Consulting & Strategy · Law · CPG · Personal Finance · Career & Job Search · Trading · Health & Fitness · Students · Focus & Productivity · Learning · Travel Planning
Entry Point Trading
Free weekly stocks to watch —
how our model ranks the S&P 500 and Nasdaq 100.