Stress-Test Your Analysis with a Skeptical Peer Reviewer
Asked Jul 5, 2026Modified 4 days agoViewed 3 timesWorks with: GPT-5, Claude 3.5 Sonnet
0
What this prompt does
Prompts the AI to critique your analysis like a tough peer reviewer, probing methodology, hidden assumptions, confounders, and whether the data actually backs your conclusions.
- Compatible models:
- GPT-5, Claude 3.5 Sonnet
- Category:
- Data
Prompts the AI to critique your analysis like a tough peer reviewer, probing methodology, hidden assumptions, confounders, and whether the data actually backs your conclusions. Use it before sharing findings or publishing a report to catch weak reasoning early.
I have conducted the following analysis: [describe or paste your analysis, methodology, and findings]. Act as a critical peer reviewer. Identify: (1) any methodological weaknesses or invalid assumptions, (2) alternative explanations for the findings I may have overlooked, (3) confounding variables I should have controlled for, (4) whether my conclusions are supported by the evidence or overstate it, and (5) what additional analysis would strengthen or challenge my conclusions.
Source: https://chatsmith.io/blogs/prompt/chatgpt-prompts-for-data-analysis-00297
Prompt Curator
120rep · asked Jul 5, 2026
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