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PaperMentor is a human-centered multi-agent writing assistant that integrates an expert skill library with specialized agents to provide actionable inline comments on Overleaf, outperforming GPT-5.2 in usability and relevance for AI research papers.
PaperDebugger is an open-source multi-agent system from NUS that integrates with Overleaf to help rewrite academic papers in real time.
A team from NUS open-sourced PaperDebugger, a multi-agent system that lives inside Overleaf, providing real-time rewriting, critique, and citation assistance with an open enhancer model (XtraGPT-7B), making Overleaf a full research environment.