academic-paper-reviewer

Automate academic paper reviews with multi-perspective reviewer personas and structured reports.

Updated Dec 15, 2025
One-click install
npx skills add https://github.com/Ladvien/skillz --skill academic-paper-reviewer-ladvien
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: academic-paper-reviewer
Source: https://github.com/Ladvien/skillz/tree/main/academic-research-hs/skills/academic-paper-reviewer
Command: npx skills add https://github.com/Ladvien/skillz --skill academic-paper-reviewer-ladvien

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the comprehensive review of academic papers with dynamic reviewer personas, covering various perspectives and aspects of the paper.

Core Features & Use Cases

  • Multi-Perspective Review: Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise.
  • Review Modes: Full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes.
  • Use Case: Automatically review a paper, providing detailed reviews from multiple perspectives, including methodology, domain expertise, cross-disciplinary viewpoints, and core argument challenges.

Quick Start

Review this paper: [paste paper or provide file]

Frequently Asked Questions about academic-paper-reviewer

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

FAQPage Schema
How do I automate academic paper review from multiple perspectives?

Automate academic paper review by configuring field-specific reviewer personas to simulate an Editor-in-Chief, peer reviewers, and a devil's advocate. This generates structured multi-perspective review reports and editorial decisions for the manuscript.

What is a multi-perspective reviewer persona in academic peer review?

A multi-perspective reviewer persona is a simulated reviewer with specific field expertise, such as a methodology expert or devil's advocate. Multiple personas operate independently to provide a comprehensive academic paper review covering cross-disciplinary viewpoints and core argument challenges.

How do I perform a quick assessment of an academic paper?

Perform a quick assessment by using the quick assessment review mode to rapidly evaluate an academic paper. This mode provides a faster alternative to the full review process, yielding immediate preliminary feedback and editorial decisions on the manuscript.

Can I focus an academic paper review specifically on methodology?

Focus an academic paper review specifically on methodology by selecting the methodology focus mode. This configures the reviewer personas to scrutinize the research design and methodological framework, outputting a targeted evaluation of the study's structural validity.

Do I need to configure reviewer personas before reviewing a paper?

Yes, configuring reviewer personas and defining their field expertise is required before generating a review. This setup ensures the simulated Editor-in-Chief, peer reviewers, and devil's advocate produce relevant and accurate multi-perspective evaluations.

What is the best way to verify revisions during a re-review of an academic paper?

Verify revisions during a re-review by using the re-review verification mode. This process evaluates the updated manuscript against previous feedback, confirming whether the methodological and core argument challenges have been adequately addressed by the authors.