/paper-self-review
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
$ npx -y skills add Galaxy-Dawn/claude-scholar --skill paper-self-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/paper-self-review
Context preview
The summary Claude sees to decide when to auto-load this skill.
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
SKILL.md
paper-self-review.SKILL.mdname: paper-self-review
description: 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.
version: 0.1.0
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
Evaluate the quality and effectiveness of figures and tables:
- Do all figures/tables have clear titles and captions?
- Do figures/tables support the text narrative?
- Are figures/tables clear and readable?
- Do formats comply with journal/conference requirements?
6. Writing Clarity
Check writing clarity and readability:
- Is the language concise and clear?
- Is technical terminology used appropriately?
- Are sentence structures clear?
- Is paragraph organization logical?
Quality Checklist
Use this checklist for systematic paper self-review:
Paper Quality Checklist:
- [ ] Abstract includes problem, method, results, contributions
- [ ] Introduction clearly states research motivation
- [ ] Method is reproducible
- [ ] Results support conclusions
- [ ] Main claims are supported by named evidence
- [ ] Over-strong claims are weakened or removed
- [ ] Discussion addresses limitations
- [ ] All figures/tables have captions
- [ ] Citations are complete and accurate
When to Use
Use this skill in the following scenarios:
- **Pre-submission check** - Final review before submitting to a journal or conference
- **After first draft** - Systematic review after completing the first draft
- **Before advisor review** - Self-check before requesting advisor feedback to improve quality
- **Post-revision verification** - After revising based on reviewer comments, verify all issues are addressed
- **Collaborator review** - Quality check before sending to collaborators
Review Process
Follow these steps for systematic paper review:
Step 1: Structure Review
Start with the overall structure, checking if all sections are complete and logically coherent.
Step 2: Content Review
Dive into each section, checking content accuracy and completeness.
Step 3: Research Claim Audit
Check whether each major claim is supported by the evidence available in the draft, analysis bundle, citations, or project notes.
Use this output shape:
## Claim Audit
Claim:
Verdict: keep | weaken | revise | remove
Evidence used:
Missing evidence:
Overclaim risk:
Suggested wording:
Step 4: Citation Check
Verify the completeness and accuracy of all citations.
Step 5: Figure/Table Review
Check the quality and captions of all figures and tables.
Step 6: Writing Quality
Review language expression and writing clarity.
Step 7: Final Checklist
Use the quality checklist for final verification.
Best Practices
Review Timing
- **Spaced review** - Wait 1-2 days after completing the draft before reviewing to maintain objectivity
- **Multiple rounds** - Conduct multiple review rounds, focusing on different aspects each time
- **Print review** - Print a hard copy for review; issues are easier to spot on paper
Review Techniques
- **Reverse reading** - Read from conclusion backwards to check logical coherence
- **Read aloud** - Reading the paper aloud helps identify language issues
- **Reviewer perspective** - Assume you are a reviewer and read critically
Common Issues
- Abstract too brief or too verbose
- Introduction lacks clear research question statement
- Method lacks sufficient detail for reproduction
- Results lack statistical significance tests
- Discussion doesn't address research limitations
- Figures/tables lack clear titles and captions
- Inconsistent citation formatting
Summary
The Paper Self-Review skill provides a systematic paper quality checking process, helping researchers identify and resolve issues before submission, improving paper quality and acceptance rates.
Reference Files
Load only what is needed:
- `references/SECTION-CHECKLIST.md` - section-by-section review questions
- `references/FINAL-VERDICT.md` - how to summarize submission readiness and blocking issues
- `examples/example-self-rev
Read more
name: paper-self-review description: 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. version: 0.1.0
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
Evaluate the quality and effectiveness of figures and tables:
- Do all figures/tables have clear titles and captions?
- Do figures/tables support the text narrative?
- Are figures/tables clear and readable?
- Do formats comply with journal/conference requirements?
6. Writing Clarity
Check writing clarity and readability:
- Is the language concise and clear?
- Is technical terminology used appropriately?
- Are sentence structures clear?
- Is paragraph organization logical?
Quality Checklist
Use this checklist for systematic paper self-review:
Paper Quality Checklist: - [ ] Abstract includes problem, method, results, contributions - [ ] Introduction clearly states research motivation - [ ] Method is reproducible - [ ] Results support conclusions - [ ] Main claims are supported by named evidence - [ ] Over-strong claims are weakened or removed - [ ] Discussion addresses limitations - [ ] All figures/tables have captions - [ ] Citations are complete and accurate
When to Use
Use this skill in the following scenarios:
- **Pre-submission check** - Final review before submitting to a journal or conference
- **After first draft** - Systematic review after completing the first draft
- **Before advisor review** - Self-check before requesting advisor feedback to improve quality
- **Post-revision verification** - After revising based on reviewer comments, verify all issues are addressed
- **Collaborator review** - Quality check before sending to collaborators
Review Process
Follow these steps for systematic paper review:
Step 1: Structure Review
Start with the overall structure, checking if all sections are complete and logically coherent.
Step 2: Content Review
Dive into each section, checking content accuracy and completeness.
Step 3: Research Claim Audit
Check whether each major claim is supported by the evidence available in the draft, analysis bundle, citations, or project notes.
Use this output shape:
## Claim Audit Claim: Verdict: keep | weaken | revise | remove Evidence used: Missing evidence: Overclaim risk: Suggested wording:
Step 4: Citation Check
Verify the completeness and accuracy of all citations.
Step 5: Figure/Table Review
Check the quality and captions of all figures and tables.
Step 6: Writing Quality
Review language expression and writing clarity.
Step 7: Final Checklist
Use the quality checklist for final verification.
Best Practices
Review Timing
- **Spaced review** - Wait 1-2 days after completing the draft before reviewing to maintain objectivity
- **Multiple rounds** - Conduct multiple review rounds, focusing on different aspects each time
- **Print review** - Print a hard copy for review; issues are easier to spot on paper
Review Techniques
- **Reverse reading** - Read from conclusion backwards to check logical coherence
- **Read aloud** - Reading the paper aloud helps identify language issues
- **Reviewer perspective** - Assume you are a reviewer and read critically
Common Issues
- Abstract too brief or too verbose
- Introduction lacks clear research question statement
- Method lacks sufficient detail for reproduction
- Results lack statistical significance tests
- Discussion doesn't address research limitations
- Figures/tables lack clear titles and captions
- Inconsistent citation formatting
Summary
The Paper Self-Review skill provides a systematic paper quality checking process, helping researchers identify and resolve issues before submission, improving paper quality and acceptance rates.
Reference Files
Load only what is needed:
- `references/SECTION-CHECKLIST.md` - section-by-section review questions
- `references/FINAL-VERDICT.md` - how to summarize submission readiness and blocking issues
- `examples/example-self-rev
Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.
Repo: Galaxy-Dawn/claude-scholar
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