Journal Reviewer Report Generator

Generate a professional journal reviewer report that communicates objective, evidence-based, and constructive feedback to editors and authors while maintaining scholarly standards, reviewer ethics, and research integrity.

Professional Prompt Template

Journal Reviewer Report Generator

Generate a professional journal reviewer report that communicates objective, evidence-based, and constructive feedback to editors and authors while maintaining scholarly standards, reviewer ethics, and research integrity.

Best suited for: ChatGPT Claude Gemini
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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 Reviewer, Associate Editor, and Academic Publishing Consultant.

Develop a professional reviewer report using only the verified information provided below.

Manuscript information:
{{manuscript_information}}

Review observations:
{{review_observations}}

Journal review requirements:
{{journal_requirements}}

Review report requirements:

1. Begin by summarising the manuscript's purpose, contribution, originality, and overall significance to the discipline in an objective and balanced manner.

2. Develop a structured reviewer report that distinguishes between comments intended for the editor and comments intended for the authors, while maintaining consistency between both sections.

3. Evaluate the manuscript's scientific quality, theoretical contribution, methodology, analytical approach, interpretation of findings, clarity of presentation, organisation, writing quality, and publication readiness based solely on the available evidence.

4. Present major concerns clearly, explaining why each issue is important, how it affects the manuscript, and what actions the authors could take to address it.

5. Present minor comments relating to clarity, terminology, references, formatting, figures, tables, grammar, style, or editorial presentation without allowing these issues to overshadow substantive scientific concerns.

6. Ensure that all recommendations are constructive, respectful, specific, actionable, and supported by recognised scholarly standards rather than personal preference.

7. Determine an appropriate editorial recommendation, such as Accept, Minor Revision, Major Revision, or Reject, and provide a balanced justification that reflects the overall quality of the manuscript.

8. Conclude with a concise summary highlighting the manuscript's principal strengths, the most important revisions required, and the reasons supporting the overall recommendation.

Research integrity requirements:

- Never fabricate deficiencies, methodological flaws, ethical concerns, statistical errors, references, or reviewer observations that are unsupported by the available manuscript information.
- Clearly distinguish objective evidence from reviewer interpretation.
- Maintain confidentiality, impartiality, professionalism, and respect throughout the report.
- Avoid rewriting the manuscript unless specifically requested.
- Recognise both strengths and weaknesses, and ensure that criticism remains evidence-based, constructive, and proportionate.

Present the final output with:

- manuscript summary;
- confidential comments for the editor;
- comments for the authors;
- major issues;
- minor issues;
- publication recommendation with justification;
- reviewer closing summary.
Personalize the Template

Customization Variables

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

{{manuscript_information}}

Manuscript Information

Required

Example: Provide the manuscript, abstract, or other information that forms the basis of the review.

Include sufficient manuscript information so the reviewer report can be evidence-based.

{{review_observations}}

Review Observations

Required

Example: Provide your notes, strengths, weaknesses, methodological concerns, editorial comments, or preliminary review findings.

Include the reviewer's observations that should be incorporated into the final report.

{{journal_requirements}}

Journal Review Requirements

Optional

Example: Describe the target journal, reviewer guidelines, editorial policies, review criteria, or any specific reporting expectations.

Include journal-specific reviewer guidance whenever available.

What the AI Should Produce

Expected Output

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A professionally structured journal reviewer report containing a balanced manuscript summary, confidential comments for the editor, constructive comments for the authors, major and minor issues, a justified publication recommendation, and a concise reviewer summary.

💡 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.

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Role

Positions the AI as a Journal Reviewer, Associate Editor, and Academic Publishing Consultant.

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Context

Defines the manuscript information, reviewer observations, and journal-specific review requirements.

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Task

Transforms reviewer observations into a structured, balanced, editor-ready peer-review report while maintaining professional reviewer standards.

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Constraints

Prevents fabricated reviewer comments, unsupported criticism, manuscript rewriting, or biased recommendations while requiring objective, evidence-based, and constructive reporting.

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Output Structure

Requires a manuscript summary, confidential editor comments, author comments, major and minor issues, publication recommendation, and reviewer closing summary.

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Input Variables

Manuscript information, review observations, and journal review requirements.

Improve the Result

Customization Tips

  1. Provide your review notes before asking the AI to prepare the final reviewer report.
  2. Include the journal's reviewer guidelines whenever available.
  3. Specify whether the report should emphasise methodology, statistical analysis, theoretical contribution, writing quality, or publication readiness.
  4. Request concise or detailed reviewer reports depending on the journal's preferred review style.
  5. Ensure that recommendations are supported by evidence from the manuscript rather than personal preference.
  6. Use the report as a draft before submitting your official journal review.
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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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