AlignEvoSkill: Towards Knowledge-Aware and Task-Aligned Agent Skill Evolution 事件

AlignEvoSkill: Towards Knowledge-Aware and Task-Aligned Agent Skill Evolution arXiv:2506.23149v2 Announce Type: replace Abstract: Reusable skills play a key role in improving LLM-based agents, but existing skill-evolution methods often fail to ensure that evolved skills both cover the knowledge required by the task and remain aligned with the target task. As a result, evolved skills could be incomplete or irrelevant. To address this limitation, we propose AlignEvoSkill, a skill-evolution framew