CheckSupport: A Local LLM-Powered Tool for Automated Manuscript Submission Checklist Selection and Completion

In three linesCheckSupport is an open-source system using locally-deployed LLMs to automate reporting checklist recommendation and completion for scientific manuscripts. Evaluated on peer-reviewed manuscripts, it achieves 90% accuracy for checklist recommendations and 88% for item-level completion, processing each manuscript in 12.5 seconds on CPU-only hardware.

Summary generated by Claude — human-verified