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 issueFrequently 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 · 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