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SKILL.md
Peer Review
Systematic framework for conducting rigorous peer review of scientific manuscripts and content.
Triggers
- User asks to review a draft or manuscript
- User wants feedback on scientific content
- User needs quality assessment of an article
- User is preparing content for publication
- User wants pre-submission review
Review Stages
Stage 1: Initial Assessment
High-Level Questions:
- Is the scope appropriate for the target venue?
- Is the work novel and significant?
- Are methods fundamentally sound?
- Is the writing quality acceptable?
Decision Points:
- Accept for detailed review
- Reject (fundamental flaws)
- Suggest alternative venue
Stage 2: Section-by-Section Review
Abstract
- Accurately reflects content
- Includes key findings with numbers
- States conclusions supported by data
- Within word limit
- Structured appropriately (if required)
Introduction
- Clear statement of problem/gap
- Adequate background context
- Logical flow to research question
- Objectives clearly stated
- Appropriate scope of literature cited
Methods
- Study design appropriate for question
- Population/sample clearly defined
- Interventions/exposures described
- Outcomes defined and measured appropriately
- Statistical analysis plan adequate
- Ethical approvals mentioned
- Reproducible detail provided
Results
- Presented in logical order
- All methods have corresponding results
- Appropriate statistics reported
- Tables/figures clear and necessary
- No interpretation (just findings)
Discussion
- Key findings summarized
- Results interpreted in context
- Comparison with existing literature
- Limitations acknowledged honestly
- Implications stated appropriately
- Conclusions supported by data
References
- Adequate coverage of field
- Recent and relevant citations
- Proper formatting
- No excessive self-citation
Stage 3: Methodological Rigor
For Clinical Studies:
- CONSORT/STROBE/PRISMA followed
- Randomization appropriate (if RCT)
- Blinding adequate
- Sample size justified
- ITT analysis used
- Missing data handled
Statistical Assessment:
- Tests appropriate for data
- Assumptions verified
- Effect sizes with CIs reported
- Multiple testing addressed
- P-values interpreted correctly
Stage 4: Reproducibility Check
- Data availability stated
- Code/analysis scripts available
- Materials sufficiently described
- Protocol registered (if applicable)
- Reporting guidelines followed
Stage 5: Figure/Table Review
- Necessary (not duplicating text)
- Clear and interpretable
- Properly labeled
- Legends complete
- Quality adequate for publication
- No data integrity concerns
Stage 6: Ethics & Integrity
- Appropriate ethics approval
- Informed consent obtained
- Conflicts of interest disclosed
- Funding sources declared
- No plagiarism concerns
- Data appear genuine
Stage 7: Writing Quality
- Clear and concise
- Logical organization
- Appropriate terminology
- Grammar and spelling correct
- Accessible to target audience
Review Report Structure
Summary Statement (1-2 paragraphs)
- Brief description of study
- Main strengths
- Main weaknesses
- Overall recommendation
Major Comments
Critical issues that must be addressed:
- Methodological flaws
- Unsupported conclusions
- Missing essential information
- Statistical errors
Minor Comments
Improvements for clarity/completeness:
- Presentation issues
- Additional analyses suggested
- Clarifications needed
- Minor errors
Questions for Authors
Specific clarifications required:
- Ambiguous methods
- Unclear results
- Missing details
Recommendation Categories
| Recommendation | Meaning |
|---|---|
| Accept | Ready for publication |
| Minor revision | Small changes, no re-review |
| Major revision | Significant changes, re-review needed |
| Reject and resubmit | Fundamental issues, new submission |
| Reject | Not suitable, not salvageable |
Discipline-Specific Guidelines
Cardiology/Medical
- Check CONSORT for trials
- Verify endpoint definitions match guidelines
- Assess clinical vs statistical significance
- Review NNT/NNH calculations
- Check for appropriate comparators
Constructive Feedback Principles
- Be specific - Cite line numbers, quote text
- Be constructive - Suggest solutions, not just problems
- Be proportionate - Major issues get major attention
- Be consistent - Apply same standards throughout
- Be respectful - Critique work, not authors
- Be balanced - Acknowledge strengths too