Paper Self Review

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-review.md - example review output

Paper Self-Review Example

Verdict

• needs moderate revision

Blocking issues

1. Main claim is not tied to a statistical test. 2. Baseline comparison is missing one obvious prior system. 3. Figure 2 caption does not explain the metric.

Non-blocking issues

• abstract can quantify the gain more clearly
• discussion should name one concrete limitation

Final Verdict

Verdict buckets

• ready with minor edits
• needs moderate revision
• not ready for submission

Always report

• top 3 blocking issues
• top 3 polish issues
• missing evidence or missing citations
• figure/table risks

Section Checklist

Abstract

• problem clear
• method identifiable
• main result quantified
• contribution stated

Introduction

• research gap explicit
• question or hypothesis visible
• contribution list concrete

Method

• enough detail to reproduce
• assumptions named
• key design choices justified

Results

• numbers support claims
• uncertainty / significance reported when needed
• baselines and ablations are interpretable

Discussion

• limitations named
• failure cases acknowledged
• next-step implications are reasonable