SkillsLib.ai

Peer Review

Systematically evaluate manuscripts and grants with rigorous peer review

4.4(46 reviews)
1,000+ downloads
Updated Nov 2026
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What You Can Do

Conduct rigorous peer review of scientific manuscripts and grant proposals by systematically evaluating methodology, statistical validity, experimental design, reproducibility, ethical compliance, and adherence to reporting standards. You'll generate constructive, detailed feedback that identifies strengths and weaknesses while ensuring compliance with discipline-specific guidelines like CONSORT, STROBE, and PRISMA.

Features

Methodology Assessment

Evaluate experimental design, approach validity, and alignment with research questions

Statistical Analysis Review

Check analytical methods, sample sizes, P-value reporting, and statistical assumptions

Reproducibility Evaluation

Assess data availability, protocol clarity, materials documentation, and replication likelihood

Ethics Compliance Check

Verify IRB approval, consent documentation, conflict-of-interest disclosure, and ethical considerations

Figure and Data Integrity

Evaluate figure quality, labeling accuracy, statistical appropriateness, and potential manipulation

Reporting Standards Verification

Apply discipline-specific guidelines (CONSORT, STROBE, PRISMA, APA) to ensure completeness

Constructive Feedback Framework

Generate actionable reviewer comments organized by priority and impact

Grant Proposal Assessment

Evaluate feasibility, innovation, team qualifications, and budget justification for research applications

Example Output

Manuscript Review Example:

Methodology Strengths: Well-designed RCT with appropriate blinding and control conditions. Sample size calculation clearly justified.

Statistical Concerns: P-values reported without confidence intervals. Multiple comparisons lack correction. Recommend reporting 95% CIs and adjusting alpha levels.

Reproducibility Issues: Methods section lacks sufficient detail for protocol replication. Data availability statement missing. Request raw data in supplementary materials.

Recommendation: Minor revisions required. Manuscript has merit but requires statistical reporting improvements and data sharing commitment.


Grant Proposal Review Example:

✓ Strengths: Clear innovation in methodology. Team has relevant preliminary data. Budget realistic and well-justified.

✗ Concerns: Timeline appears compressed for Aim 3. Risk mitigation plan incomplete for technical challenges.

→ Recommendations: Clarify contingency approaches for Aim 3. Add 2-month buffer. Strengthen validation strategy.

What's Included

  • SKILL.md instruction file with peer review protocols:
  • Manuscript Review Checklist: systematic evaluation framework covering methodology, statistics, ethics, figures, and reproducibility
  • Grant Proposal Assessment Template: structured evaluation of research significance, feasibility, and team qualifications
  • Reporting Standards Reference Guide: discipline-specific compliance checklist (CONSORT, STROBE, PRISMA, APA)
  • Feedback Comment Library: pre-written constructive feedback templates for common issues
  • Conflict-of-Interest and Ethics Compliance Verification Worksheet:

Who It's For

  • Journal editors and associate editors managing peer review workflows
  • Academic researchers reviewing manuscripts for conferences and journals
  • Grant program officers and funding agency review panelists
  • PhD students and postdocs developing peer review expertise
  • Research integrity specialists and institutional review coordinators

Best For

  • Peer review of biomedical, clinical, and life sciences manuscripts
  • Engineering and computer science manuscript evaluation
  • Research grant and funding proposal assessment
  • Protocol review for clinical trials and research studies
  • Reproducibility and open science compliance verification
  • Training materials for emerging peer reviewers

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