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automated-review-guide

AI-assisted peer review tools, workflows, and quality standards

skills/research/paper-review/automated-review-guide/SKILL.md

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# Automated Review Guide

A skill for leveraging AI-assisted tools in the peer review process, covering both author-side self-review and editor-side manuscript screening. Addresses tool selection, prompt engineering for review tasks, limitations and biases of LLM-generated reviews, quality assurance workflows, and ethical guidelines for AI use in peer review.

## Overview of AI in Peer Review

### Current Landscape

AI-assisted peer review tools operate at multiple stages of the publication pipeline. Understanding where automation adds genuine value and where it introduces risk is essential for responsible adoption.

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Where AI assists in peer review:

Author-side (pre-submission):