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Ran-Yun Guan

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#artificial intelligence Preprint Sep 2026

Toollery: Scaling LLM Agents to Thousands of Skills and Tools

Toollery is presented, a training-free candidate-compression framework for scalable LLM skill/tool selection that keeps online selection bounded to a compact top-$k$ candidate set and improves recall over ordinary specification retrieval.

Xiang-Xi Tian, Ran-Yun Guan · 0 citations

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