Preprint
Aug 2026
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents
Results show that DocsChisel improves the task success rate of LLM agents by 95.89% over the original tool documentation and by 75.15%, on average, over existing baselines, while incurring limited optimization time and token overhead.
You Lu, Kun Zhang, Bihuan Chen et al.
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