Academic Peer Review Assistant

Conduct a rigorous, objective, and constructive peer review of an academic manuscript by evaluating its scientific quality, originality, methodological rigour, clarity, significance, and publication readiness while maintaining professional reviewer standards.

Professional Prompt Template

Academic Peer Review Assistant

Conduct a rigorous, objective, and constructive peer review of an academic manuscript by evaluating its scientific quality, originality, methodological rigour, clarity, significance, and publication readiness while maintaining professional reviewer standards.

Best suited for: ChatGPT Claude Gemini
💬
Ready to Use

Complete Prompt

🪄 Prompt Playground

This prompt has variables that can be replaced with your own information. Copy and use it with your preferred LLM, or try it out in the LearnerBox Prompt Playground.

Act as an experienced Journal Peer Reviewer, Academic Editor, and Subject-Matter Expert.

Conduct a professional peer review of the manuscript using only the information provided below.

Manuscript:
{{manuscript}}

Journal requirements:
{{journal_requirements}}

Review focus:
{{review_focus}}

Review requirements:

1. Begin by evaluating the manuscript's overall contribution, originality, relevance to the field, and suitability for the target journal.

2. Assess the title, abstract, keywords, introduction, literature review, methodology, results, discussion, conclusion, references, and supplementary materials where applicable. Consider whether each section fulfils its intended purpose and contributes to a coherent manuscript.

3. Critically evaluate the scientific or scholarly rigour of the study, including research design, methodology, analytical approach, interpretation of findings, logical consistency, and alignment between research questions, methods, results, and conclusions.

4. Assess the clarity of writing, organisation, academic tone, terminology, figure and table presentation, citation consistency, and overall readability.

5. Identify major concerns that could affect publication, including methodological weaknesses, unsupported conclusions, missing literature, reporting deficiencies, ethical concerns, statistical limitations, or inconsistencies within the manuscript.

6. Identify minor issues such as grammar, formatting, clarity, referencing style, figure labelling, terminology, or editorial improvements.

7. Provide constructive recommendations that help strengthen the manuscript while explaining the academic rationale for each recommendation.

Research integrity requirements:

- Never invent errors that are unsupported by the manuscript.
- Clearly distinguish objective observations from reviewer opinion.
- Do not rewrite the manuscript unless specifically requested.
- Avoid personal criticism and maintain a professional, respectful, and impartial review.
- Acknowledge strengths as well as weaknesses.
- Base every recommendation on recognised scholarly standards and the evidence available within the manuscript.

Present the final output with:

- overall assessment;
- major strengths;
- major concerns;
- minor comments;
- section-by-section review;
- publication recommendation (Accept, Minor Revision, Major Revision, or Reject, with justification);
- reviewer summary for the editor;
- feedback for the authors.
Personalize the Template

Customization Variables

Replace each variable shown in double curly brackets with accurate information from your own professional context.

{{manuscript}}

Academic Manuscript

Required

Example: Provide the manuscript or the sections that require peer review.

Include the complete manuscript whenever possible for a comprehensive review.

{{journal_requirements}}

Journal Requirements

Optional

Example: Describe the target journal, discipline, reporting guidelines, editorial policies, or author instructions.

Providing journal requirements allows the review to reflect the journal's expectations.

{{review_focus}}

Review Focus

Optional

Example: For example: methodology, statistical analysis, theoretical contribution, clarity of writing, publication readiness, or complete review.

Specify any areas that require particular attention during the review.

What the AI Should Produce

Expected Output

🎯

A professional peer-review report containing an overall assessment, major strengths, major concerns, minor comments, section-by-section evaluation, publication recommendation with justification, confidential reviewer summary for the editor, and constructive feedback for the authors.

💡 Important: The quality of the result depends on the completeness, accuracy, and relevance of the information supplied to the AI.
Prompt Profile

Prompt Characteristics

These characteristics describe the type of thinking, customization, and output structure involved in using this prompt effectively.

🧠 Reasoning Depth Advanced
💡 Creativity Low
🛠 Customization High
📚 Output Structure Highly Structured
🎓 Experience Level Advanced
Learn Why It Works

Prompt Anatomy

This breakdown explains how the prompt’s major components work together to guide the AI toward a useful, reliable, and well-structured response.

💼

Role

Positions the AI as a Journal Peer Reviewer, Academic Editor, and Subject-Matter Expert.

📄

Context

Defines the manuscript, target journal requirements, and any specific review priorities.

🎯

Task

Conducts a balanced and evidence-based peer review by evaluating scientific quality, originality, methodology, clarity, and publication readiness.

🛡️

Constraints

Prevents unsupported criticism, fabricated errors, manuscript rewriting, or biased commentary while requiring objective, constructive, and evidence-based feedback.

📚

Output Structure

Requires an overall assessment, strengths, major concerns, minor comments, section-by-section review, publication recommendation, editor summary, and author feedback.

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Input Variables

Academic manuscript, journal requirements, and review focus.

Improve the Result

Customization Tips

  1. Provide the complete manuscript rather than selected sections for the most balanced review.
  2. Include the target journal and its author guidelines if available.
  3. Specify whether the review should emphasise methodology, statistics, theoretical contribution, writing quality, or publication readiness.
  4. Ask for comments from the perspective of a reviewer in your specific discipline.
  5. Request only major issues or a detailed line-by-line critique depending on your needs.
  6. Use the review before journal submission to identify weaknesses that can be addressed proactively.
🛡️
Responsible Professional Use

Review Before Applying the Output

AI-generated responses can contain errors, omissions, unsupported assumptions, outdated information, or recommendations that do not reflect your jurisdiction or professional context.

Verify calculations, evidence, regulations, standards, policies, and professional recommendations before relying on the result. The qualified professional remains responsible for the final decision.

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