AI Peer Reviewer – Multiagent system for scientific manuscript analysis
After waiting 8 months for a journal response or two months for co-author feedback that consisted of "looks good" and a single comma change, we built an AI-powered peer review system that helps researchers improve their manuscripts rapidly before submission. The system uses multiple specialized agents to analyze different aspects of scientific papers, from methodology to writing quality. Key features: 24 specialized agents analyzing sections, scientific rigor, and writing quality // Detailed feedback with actionable recommendations. // PDF report generation. //…
AI Peer Reviewer – Multiagent system for scientific manuscript analysis launched on May 31, 2025 with 108 votes, #436 of 7,905 launches that month and more than 95% of that year's launches. The site was still online in September 2026, 1 year on.
In plain words
AI Peer Reviewer is a system designed for researchers seeking detailed feedback on scientific manuscripts before submission. It uses 24 specialized AI agents to analyze different aspects of papers, including methodology, scientific rigor, and writing quality. The system provides actionable recommendations and generates PDF reports. Users can access it through a cloud version or deploy a self-hosted version from GitHub. It supports custom review criteria and journal-specific requirements, offering feedback within one to two working days.
written from the facts on this page · September 2026
From the sources
A comprehensive suite of tools, built to liberate science by making the creation, evaluation, and dissemination of research more transparent, affordable, and efficient. - Agentic-Systems-Lab/rigorous
v0.2 Now Live: The latest version of the AI Reviewer (v0.2) is now available at https://www.rigorous.review/ . Upload your manuscript, provide context on your target journal and receive structured feedback directly online via an interactive interface — now with progress tracking built in. Once initial testing of v0.2 is complete, we will make all module prompts open source to promote transparency and enable community contributions. Help Us Improve! Please provide feedback via this short feedback form to help us improve the system. Support AI Reviewer v0.3 by rocking some peer-reviewed merch 👕🧠 – grab yours here – GitHub contributors get free gear. This repository is intended for tools…from github.com
In the maker’s words, at launch
After waiting 8 months for a journal response or two months for co-author feedback that consisted of "looks good" and a single comma change, we built an AI-powered peer review system that helps researchers improve their manuscripts rapidly before submission. The system uses multiple specialized agents to analyze…
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