peer-review

The peer-review skill provides a systematic framework for researchers and academics to perform rigorous, objective evaluations of scientific manuscripts and grant applications. It is designed to assist in the peer-review process by ensuring comprehensive coverage of methodology, statistical rigor, experimental design, and ethical standards across various scientific disciplines. By utilizing a standardized checklist approach, the agent ensures that reviews are consistent, constructive, and adhere to recognized academic publishing norms.

• Systematic section-by-section analysis covering Abstract, Introduction, Methods, Results, and Discussion.

• Built-in compliance checks for major reporting guidelines such as CONSORT, STROBE, and PRISMA to improve reproducibility.

• Automated statistical validity screening focusing on sample sizes, power calculations, bias, and appropriateness of analytical tests.

• Visual enhancement workflow: integrates with scientific-schematics to suggest and generate diagrams for workflows, decision trees, or methodology frameworks.

• Constructive feedback generation that balances highlighting limitations with actionable suggestions for manuscript improvement or grant strengthening.

• Evaluation of data availability, reproducibility, ethical approvals, and conflict of interest disclosures.

• Use this skill when acting as a journal peer reviewer, conducting internal lab audits, or performing pre-submission manuscript critiques.

• The skill is most effective when provided with the full text or specific sections of a manuscript; it outputs a structured evaluation report formatted for clarity.

• For specialized evidence-based claims, consider combining this with the scientific-critical-thinking skill; for quantitative scoring of academic output, utilize the scholar-evaluation skill.

• Always verify outputs against current journal-specific submission guidelines, as formatting and criteria may vary between publications.

• The agent is optimized to suggest the creation of schematics for complex processes; ensure your environment has access to schematic generation tools as defined in the documentation.