Skills

Paper Self Review

Should be used when the user asks to "review paper quality", "check paper...

Install

npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review -g -a claude-code -y
Category
Engineering
Updated
16d ago
License
MIT
Context cost
Lightabout 1,403 tokens
Runs scripts
No, instructions only

What it does

This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", "audit claims", "check overclaiming", "verify whether results support claims", or mentions systematic paper quality checking. Provides comprehensive quality assurance checklist for academic papers.

Paper Self-Review

A systematic paper quality checking tool that helps researchers conduct comprehensive self-review before submission.

Core Features

1. Structure Review

Check whether all sections of the paper are complete and conform to academic standards:

  • Does the Abstract include problem, method, results, and contributions?
  • Does the Introduction clearly articulate research motivation and background?
  • Is the Method detailed enough to be reproducible?
  • Do the Results sufficiently support the conclusions?
  • Does the Discussion address limitations and future work?

2. Logic Consistency Check

Verify the logical coherence of the paper:

  • Do research questions match the methodology?
  • Does the experimental design support the research hypotheses?
  • Are result interpretations reasonable?
  • Are conclusions supported by evidence?

3. Citation Completeness

Check the completeness and accuracy of citations:

  • Are all citations present in the references?
  • Is the reference format consistent?
  • Are key related works cited?
  • Do citations accurately reflect the original content?

4. Research Claim Audit

Check whether the paper's claims are supported by the available evidence:

  • Are the main claims supported by results, citations, or analysis artifacts?
  • Are speculative observations clearly marked as tentative?
  • Does the paper avoid stronger wording than the evidence allows?
  • Are negative results, limitations, and missing baselines presented honestly?
  • Do conclusions stay inside the tested scope?

This audit does not replace results-analysis for statistics or citation-verification for bibliographic verification. It checks whether paper claims correctly use the available evidence.

5. Figure/Table Quality

Read the whole SKILL.md on GitHub

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