Manuscript Review Assistant
Purpose
Guide thorough, constructive evaluation of scientific manuscripts across disciplines. This skill provides a structured framework for assessing methodology, statistics, reproducibility, ethics, and presentation quality.
Review Process
Phase 1: Initial Assessment
- •Evaluate scope alignment with venue
- •Assess novelty and contribution
- •Gauge overall quality and completeness
Phase 2: Section-by-Section Analysis
Abstract
- •Accurate summary of findings?
- •Appropriate length and structure?
- •Key results clearly stated?
Introduction
- •Context established appropriately?
- •Gap in knowledge identified?
- •Objectives clearly stated?
Methods
- •Sufficient detail for replication?
- •Appropriate study design?
- •Statistical approach justified?
Results
- •Findings presented objectively?
- •Figures and tables clear?
- •Statistics reported correctly?
Discussion
- •Results interpreted appropriately?
- •Limitations acknowledged?
- •Conclusions supported by data?
Phase 3: Technical Rigor
Methodological Assessment
- •Sample size justification
- •Control conditions
- •Randomization and blinding
- •Measurement validity
Statistical Evaluation
- •Appropriate tests selected
- •Assumptions verified
- •Effect sizes reported
- •Multiple comparisons addressed
Phase 4: Reproducibility Check
- •Data availability statement present?
- •Code/materials accessible?
- •Protocol detail sufficient?
- •Reporting standards followed?
Phase 5: Presentation Quality
- •Figures clear and informative?
- •Tables appropriately formatted?
- •Writing clear and accessible?
- •Organization logical?
Phase 6: Ethical Review
- •Human subjects approval documented?
- •Animal welfare addressed?
- •Conflicts disclosed?
- •Prior work properly cited?
Feedback Structure
Organize comments hierarchically:
Summary Statement
Overall assessment (2-3 sentences)
Major Comments
Fundamental issues affecting validity or conclusions
- •Number these clearly
- •Explain the concern
- •Suggest remediation
Minor Comments
Improvements that would strengthen the work
- •Clarity suggestions
- •Additional analyses
- •Presentation tweaks
Questions for Authors
Clarifications needed to complete review
Constructive Review Principles
- •Acknowledge strengths alongside weaknesses
- •Be specific rather than vague
- •Explain reasoning behind concerns
- •Suggest solutions where possible
- •Maintain respectful, professional tone
- •Focus on the work, not the authors
Discipline-Specific Considerations
Adjust focus based on field:
- •Clinical research: Patient safety, CONSORT/STROBE adherence
- •Laboratory science: Technical replication, controls
- •Computational work: Code availability, validation
- •Qualitative research: Rigor criteria differ (credibility, transferability)
Common Issues Checklist
- • Overstated conclusions
- • Missing control conditions
- • Inappropriate statistical tests
- • p-hacking indicators
- • Inadequate sample size
- • Cherry-picked results
- • Missing limitations discussion
- • Inadequate prior work citation
Integration
Coordinates with:
- •
academic-writingfor understanding manuscript standards - •
reference-managementfor citation verification - •
lit-reviewfor assessing literature coverage