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arXiv — cs.AI

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标题为英语An Empirical Study of Agent Skills' Downstream Utility

Agent Skills package procedural guidance and resources for reuse, but a relevant Skill does not necessarily improve task performance. Existing studies characterize Skill content and evaluate downstream performance, yet provide limited explanations of how utility depends on…

arXiv — cs.AI作者: Yu Cheng, Dehai Zhao, Zhongxin Liu, Qing Huang, Zhenchang Xing, Xiaoxue Ren2026年10月8日 (10月8日)
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  • Agent Skills package procedural guidance and resources for reuse, but a relevant Skill does not necessarily improve task performance
  • Existing studies characterize Skill content and evaluate downstream performance, yet provide limited explanations of how utility depends on…
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An Empirical Study of Agent Skills' Downstream Utility

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