academic-paper-reviewer

Simulate academic paper reviews with multiple expert reviewer personas.

Updated Jun 6, 2026

Search Tags:#editorial decision #multi-perspective review #academic paper review #review simulation #reviewer calibration

Ready to run

npx skills add https://github.com/Ritabrata-Chakraborty/Claude-Setup --skill academic-paper-reviewer-ritabrata-chakraborty

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: academic-paper-reviewer
Source: https://github.com/Ritabrata-Chakraborty/Claude-Setup/tree/main/skills/academic-research-skills/academic-paper-reviewer
Command: npx skills add https://github.com/Ritabrata-Chakraborty/Claude-Setup --skill academic-paper-reviewer-ritabrata-chakraborty

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, transformers, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates and simulates a comprehensive academic paper review process, providing insights and feedback from various expert perspectives, saving time and improving review quality.

Core Features & Use Cases

Multi-Perspective Review: Simulates 5 independent reviewers, including an Editor-in-Chief and 3 peer reviewers, each with specialized expertise.
Review Modes: Offers full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes.
Use Case: Imagine you need to review a research paper. This Skill can simulate the review process, providing you with comprehensive feedback from multiple angles.

Quick Start

Run the skill with the command: 'review paper: [paper content]'

Frequently Asked Questions about academic-paper-reviewer

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

FAQPage Schema

How do I simulate a multi-perspective academic paper review?▼

To simulate an academic paper review, trigger the skill using 'review paper: [paper content]'. It generates feedback from 5 independent reviewers, including an Editor-in-Chief and 3 peer reviewers with specialized expertise.

What modes are available for academic paper review simulation?▼

Academic paper review simulation offers full review, re-review, quick assessment, methodology focus, Socratic guided, and calibration modes to evaluate methodology, domain expertise, and core arguments.

Do I need configuration files to run a peer review simulation?▼

Yes, peer review simulation requires configuration files for reviewer personas and review criteria to accurately simulate independent reviewers and specialized domain expertise perspectives.

Can I use this skill to check research paper methodology?▼

Yes, you can check research paper methodology by selecting the methodology focus mode. This simulates a targeted review process challenging the paper's core arguments and methodological framework.

Does the multi-perspective review skill support PDF inputs?▼

Yes, the multi-perspective review skill supports PDF inputs using pypdf, pdfplumber, and pdf2image dependencies to process paper content for comprehensive cross-disciplinary evaluation.

What is the best way to calibrate simulated reviewer personas?▼

The best way to calibrate simulated reviewer personas is using the calibration mode, which aligns the simulated editorial decisions and review criteria with the configured independent reviewer profiles.