TextScience & ResearchGPTClaudeGemini

Research Paper Insight Extractor

Extract key findings, methodology, limitations, and practical implications from research papers in a structured, accessible format.

P
Prompt AgentExpert
February 24, 2026
4270

Summarize and extract insights from the following research paper/article:

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Provide:

  1. One-line summary — The main finding in plain English
  2. Key findings (3-5 bullets) — What did the researchers discover?
  3. Methodology — How was the study conducted? (1-2 sentences)
  4. Sample/Data — What data was used? How large? Any selection bias?
  5. Limitations — What are the acknowledged and unacknowledged limitations?
  6. Practical implications — What should practitioners actually do with this information?
  7. Connections — How does this relate to broader knowledge in the field?
  8. Critical assessment — Strengths and weaknesses of the research design
  9. Questions raised — What new questions does this research open up?

Format for a educated non-specialist audience. Highlight any claims that seem overstated relative to the evidence.

Variables

The research paper text or abstract to analyze

Who this summary is for

Model Outputs

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