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OpenClaw-Skill: 通过搜索技能树提升LLM代理能力

OpenClaw-Skill是一种新方法，通过树搜索而非贪心蒸馏来构建代理技能库。该方法分两个迭代阶段，联合生成、识别并组合技能节点，输出结构化的技能树。与传统的扁平化单次启发式技能列表相比，它能更好地实现组合性和覆盖性。该研究基于arXiv论文2606.16774。

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想给LLM代理搞技能库？OpenClaw-Skill用树搜索取代扁平堆叠，两个阶段搞定组合与覆盖，比贪心蒸馏靠谱。

2 sources53° AI heatLast updated 2026/6/16 15:01:05

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Primary sourceelvis

2026/6/16 15:01:05View source

Related source 1IT之家

2026/6/15 22:56:45View source

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