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study-paper - Study and critically appraise research papers

Analyzes research papers at a chosen depth, separating authors’ claims from evidence while explaining methods, results, limitations, and reproducibility.

Tags

Updated: 2026-10-07

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Triage papers for reading
  • Explain paper motivation and methods
  • Verify claims against evidence
  • Critically appraise methodology
  • Reproduce or reimplement methods
  • Compare papers across a set
  • Teach ideas at chosen depth

Inputs

  • Paper PDF
  • arXiv ID or URL
  • DOI
  • Citation
  • Pasted abstract
  • Requested reading depth
  • Paper set

Outputs

  • Structured paper understanding
  • Claim-to-evidence assessment
  • Critical appraisal
  • Reproduction specification
  • Cross-paper comparison
  • Teaching materials
  • Reading decision

Requirements

    Source

    • Spec: SKILL.md

    ClawIndex

    OpenClaw Skills & Use Case Index

    ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

    Index

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    research
    research-paper
    critical-reading
    literature-review
    methodology
    reproducibility
    Triage papers for reading
    Explain paper motivation and methods
    Verify claims against evidence
    Critically appraise methodology
    Paper PDF
    arXiv ID or URL
    DOI
    Structured paper understanding
    Claim-to-evidence assessment
    Critical appraisal