---
name: al-103-stress-test-a-technical-document-before-you-share-it
description: "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. Use when the user wants help with document verification (research) for a small business."
---

# Stress-test a technical document before you share it

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.

## Inputs to collect first
Ask the user for anything below that they haven't already given you. Don't guess missing facts.

- The paper, report, or deck
- Reviewers / investors / my manager / clients

## Instructions

Do the task below with the user's inputs in place of each [bracket].

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.

## Safety checks (share these with the user)

- 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.
- Say clearly which parts need a person to review or approve before anything is sent, paid, posted or filed.

## About this skill

- Works with: ChatGPT, Claude, Gemini, Google Deep Review, Google Docs
- Based on this real-world example: https://research.google/blog/analyzing-technical-documents-with-deep-review/
- Free prompt from AgentPlaybook Real Estate: https://agentic-library.netlify.app/prompt/al-103-stress-test-a-technical-document-before-you-share-it/
- To install in an agent that supports Agent Skills, save this file as SKILL.md in a folder with the same name as `name` above (for example in your skills directory). Install steps for Claude.ai, Claude Code, Cursor and Codex: https://agentic-library.netlify.app/skills/