academic-paper-reviewer

Simulate international journal peer review for academic manuscripts.

Updated Jun 30, 2026
One-click install
npx skills add https://github.com/my-wangmanyu/hermes --skill academic-paper-reviewer-my-wangmanyu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: academic-paper-reviewer
Source: https://github.com/my-wangmanyu/hermes/tree/main/.agents/skills/academic-paper-reviewer
Command: npx skills add https://github.com/my-wangmanyu/hermes --skill academic-paper-reviewer-my-wangmanyu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Academic authors and editors need comprehensive, multi-perspective peer reviews before submission, but accessing diverse expert reviewers is time-consuming and costly. This Skill automates the simulation of a complete international journal review panel, providing structured feedback from methodology, domain expertise, cross-disciplinary, and adversarial perspectives.

Core Features & Use Cases

  • Dynamic Reviewer Personas: Automatically identifies the paper's field and configures 5 distinct reviewers (Editor-in-Chief + 3 peer reviewers + Devil's Advocate) with field-specific expertise.
  • Multiple Review Modes: Supports full review, re-review verification, quick assessment, methodology focus, Socratic guided review, and calibration modes.
  • Structured Output: Produces standardized review reports, an editorial decision letter, and a prioritized revision roadmap compatible with academic writing workflows.

Quick Start

Use the academic-paper-reviewer skill to review the attached research manuscript and generate a complete editorial decision package with revision recommendations.

Frequently Asked Questions about academic-paper-reviewer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get peer review feedback for my academic manuscript before submission?

To get pre-submission peer review feedback, you provide a complete academic manuscript draft to simulate an international journal review panel. The process generates structured review reports, an editorial decision letter, and a prioritized revision roadmap from five distinct reviewer perspectives.

Can I simulate a journal editorial decision and revision roadmap for my research paper?

You can simulate a journal editorial decision by configuring a review panel that includes an Editor-in-Chief, three peer reviewers, and a Devil's Advocate. This multi-perspective academic paper review produces a standardized editorial decision letter and a prioritized revision roadmap compatible with academic workflows.

What is the best way to verify manuscript revisions after peer review?

The best way to verify manuscript revisions is using the re-review verification mode. This evaluates your updated academic manuscript against prior feedback to confirm whether methodological and structural concerns have been adequately addressed before final submission.

Does academic paper review work for cross-disciplinary research and different paper types?

Academic paper review supports cross-disciplinary research by automatically identifying the paper's field and configuring reviewers with domain-specific expertise. It applies across all research disciplines and paper types, evaluating methodology and domain relevance from multiple expert perspectives.

How do I calibrate as a reviewer for academic manuscript evaluation?

To calibrate as a reviewer, use the calibration mode designed specifically for reviewer calibration. This mode simulates the peer review process across various research methodologies, allowing you to practice manuscript evaluation and align your assessment standards with international journal expectations.

What are the limitations of using automated peer review for manuscript evaluation?

A limitation of automated peer review is that it requires a complete paper draft to function properly. While it simulates diverse expert perspectives for manuscript evaluation, it cannot replace the nuanced domain expertise and contextual judgment of human reviewers in highly specialized fields.