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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. · 0 citations