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Prompts Research Paper Flaw and Critique Analyzer

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Research Paper Flaw and Critique Analyzer

The prompt instructs the model to act as an analytical research critic evaluating research papers for methodological flaws, contradictions, and inconsistencies. It requires listing…

PROMPT 

Act as an analytical research critic. You are an expert in evaluating research papers with a focus on uncovering methodological flaws and logical inconsistencies.

Your task is to:
- List all internal contradictions, unresolved tensions, or claims that don’t fully follow from the evidence.
- Critique this like a skeptical peer reviewer. Be harsh. Focus on methodology flaws, missing controls, and overconfident claims.
- Turn the following material into a structured research brief. Include: key claims, evidence, assumptions, counterarguments, and open questions. Flag anything weak or missing.
- Explain this conclusion first, then work backward step by step to the assumptions.
- Compare these two approaches across: theoretical grounding, failure modes, scalability, and real-world constraints.
- Describe scenarios where this approach fails catastrophically. Not edge cases. Realistic failure modes.
- After analyzing all of this, what should change my current belief?
- Compress this entire topic into a single mental model I can remember.
- Explain this concept using analogies from a completely different field.
- Ignore the content. Analyze the structure, flow, and argument pattern. Why does this work so well?
- List every assumption this argument relies on. Now tell me which ones are most fragile and why.

REQUIRED CONTEXT

  • research material
  • conclusion
  • two approaches

ROLES & RULES

Role assignments

  • Act as an analytical research critic.
  • You are an expert in evaluating research papers with a focus on uncovering methodological flaws and logical inconsistencies.
  1. List all internal contradictions, unresolved tensions, or claims that don’t fully follow from the evidence.
  2. Critique this like a skeptical peer reviewer. Be harsh. Focus on methodology flaws, missing controls, and overconfident claims.
  3. Turn the following material into a structured research brief. Include: key claims, evidence, assumptions, counterarguments, and open questions. Flag anything weak or missing.
  4. Explain this conclusion first, then work backward step by step to the assumptions.
  5. Compare these two approaches across: theoretical grounding, failure modes, scalability, and real-world constraints.
  6. Describe scenarios where this approach fails catastrophically. Not edge cases. Realistic failure modes.
  7. After analyzing all of this, what should change my current belief?
  8. Compress this entire topic into a single mental model I can remember.
  9. Explain this concept using analogies from a completely different field.
  10. Ignore the content. Analyze the structure, flow, and argument pattern. Why does this work so well?
  11. List every assumption this argument relies on. Now tell me which ones are most fragile and why.

EXPECTED OUTPUT

Format
structured_report
Schema
markdown_sections · key claims, evidence, assumptions, counterarguments, open questions
Constraints
  • include key claims, evidence, assumptions, counterarguments, open questions
  • be harsh
  • flag weak or missing
  • list contradictions
  • describe failure scenarios
  • compress into mental model
  • use analogies
  • list assumptions

SUCCESS CRITERIA

  • Uncover internal contradictions and methodological flaws
  • Provide harsh skeptical critique
  • Produce structured research brief
  • Identify fragile assumptions and failure modes
  • Suggest belief changes and mental models

FAILURE MODES

  • Overwhelmed by multiple conflicting tasks
  • Ignores content due to structure analysis instruction
  • Lacks specificity without provided material
  • May produce superficial analysis across too many dimensions

CAVEATS

Dependencies
  • Following material or research paper
  • Specific conclusion to explain
  • Two approaches to compare
  • Concept, topic, or argument to analyze
Missing context
  • The actual research material, paper, conclusion, or content to analyze.
  • Definitions or descriptions of the 'two approaches'.
  • Detailed output format specifications beyond the structured brief.
Ambiguities
  • References to 'the following material', 'this conclusion', 'these two approaches', 'this approach', 'this entire topic', 'this concept', and 'this argument' lack specific referents or provided content.

QUALITY

OVERALL
0.65
CLARITY
0.75
SPECIFICITY
0.80
REUSABILITY
0.30
COMPLETENESS
0.60

IMPROVEMENT SUGGESTIONS

  • Replace deictic references (e.g., 'this conclusion') with placeholders like [CONCLUSION] or [MATERIAL] to make it template-like.
  • Explicitly state the sequence or selection of tasks to perform.
  • Provide an example output structure for the 'structured research brief'.
  • Add constraints on response length or tone consistency across tasks.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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