automated-review-guide

Automate academic peer review stages including self-review checks and editorial triage.

Updated Jun 12, 2026
One-click install
npx skills add https://github.com/flowel/AiSkills --skill automated-review-guide
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: automated-review-guide
Source: https://github.com/flowel/AiSkills/tree/main/skills/codex/paper-review-skills/automated-review-guide
Command: npx skills add https://github.com/flowel/AiSkills --skill automated-review-guide

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill simplifies the peer review process for research manuscripts by utilizing AI to assist with self-review, manuscript screening, and quality assurance.

Core Features & Use Cases

  • AI-assisted Self-Review: Offers automated checks for abstract completeness, claim-evidence alignment, methods reproducibility, and statistical reporting.
  • Editorial Workflow Support: Provides tools for desk rejection screening, reviewer matching, and conflict of interest detection.
  • Review Quality Assessment: Assists in ensuring the consistency and quality of reviews.

Quick Start

Run the skill to perform an AI-enhanced self-review on your manuscript using the 'self-review-checklist.md' file.

Frequently Asked Questions about automated-review-guide

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

FAQPage Schema
How does AI-assisted peer review work for research manuscripts?

AI-assisted peer review uses automated tools to check abstract completeness, claim-evidence alignment, methods reproducibility, and statistical reporting to streamline manuscript screening and quality assurance.

How do I perform an automated self-review on my academic manuscript?

Perform an automated self-review by running the skill with your manuscript to evaluate abstract completeness, claim-evidence alignment, methods reproducibility, and statistical reporting using the provided checklist file.

Can AI automate editorial triage and desk rejection screening?

Yes, AI can automate editorial triage by providing tools for desk rejection screening, reviewer matching, and conflict of interest detection to support academic editorial workflows.

What are the limitations of using AI for manuscript screening?

AI for manuscript screening requires knowledge of AI limitations and ethical considerations, meaning users must manually verify automated checks to ensure review quality and address potential biases in the assessment process.

Does automated review quality assessment check statistical reporting?

Yes, automated review quality assessment includes checking statistical reporting alongside methods reproducibility and claim-evidence alignment to ensure the consistency and quality of manuscript evaluations.

When do I need automated manuscript screening for research assessment?

You need automated manuscript screening when managing large volumes of research submissions, utilizing AI to assist with self-review checks, editorial triage, and quality assurance to accelerate the peer review process.