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SkillMorph:基于轨迹引导故障定位的Agent技能演化

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SkillMorph 是一项面向 Agent 技能演化的研究方法。2026年10月9日,arXiv Software Engineering 频道发布一手报道,介绍 SkillMorph 提出轨迹引导式故障定位方法:先在抽象化轨迹中对比失败与成功证据,并结合演化循环间的变化识别可疑动作,再据此定位技能中的编辑点并生成修订。目前公开信息仅涉及该方法的核心思路,尚未报道实验结果、性能数据或实际应用进展。

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Oct 9, 2026
  1. arXiv · Software Engineering
    SkillMorph:面向 Agent 技能演化的轨迹引导式故障定位

    SkillMorph 提出轨迹引导式故障定位方法,先在抽象化轨迹中对比失败与成功证据并结合演化循环间的变化识别可疑动作,再据此定位技能中的编辑点并生成修订。

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