Stress-test a technical document before you share it: AI agent prompt
Have an agent check a paper, report or deck for unsupported claims, math or logic errors, and gaps in evidence before reviewers see it, like Google's Deep Review, which gave pre-submission feedback on 16,000+ manuscripts at STOC, ICML, NeurIPS and ICLR before launching publicly for docs and presentations.
ResearchDocument verificationintermediateThe prompt
Review this document before I share it: [paste or attach the paper, report, or deck]. Audience: [reviewers / investors / my manager / clients]. Go section by section and list: (1) every key claim and whether the document actually supports it (supported / weak / unsupported), (2) any math, numbers, or logic that doesn't add up, with where it is, (3) missing evidence, comparisons, or caveats a sharp reader would ask about, (4) anything confusing or contradictory. Rank issues by how much they'd hurt credibility, and suggest a concrete fix for the top 5. Don't rewrite the document; just give me the review.
How to use it
- Copy the prompt above.
- Replace every [bracket] with your own details (or fill in the blanks on AgentPlaybook Real Estate, which remembers your answers for the next prompt).
- Paste it into ChatGPT, Claude, Gemini and review the answer before you use it.
Works with: ChatGPT, Claude, Gemini, Google Deep Review, Google Docs
Real-world example: research.google/blog/analyzing-technical-documents-with-deep-review/
Featured in: AI prompts for writing SOPs, reports, policies and checklists
Before you use it: what to check
Already built into this prompt
- Don't rewrite the document; just give me the review.
Check yourself
- Remove names, contact details, account numbers and other personal data the task doesn't need before you paste, and check your AI tool's data and training settings.
- Check names, dates, numbers and any claim against your own source material before you use the answer. AI can misread or invent details.
Using an AI agent? Download this prompt as a SKILL.md agent skill with these checks built in, or get the .zip for Claude.ai. How to install skills.
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