SkillFocus: Evolving Agent Skills via Capability Decomposition.

arXiv:2609.34397v1 Announce Type: new Abstract: Agent skill evolution seeks to improve reusable procedural guidance for large language model (LLM) agents through iterative revision. Existing methods base each revision mainly on execution trajectories or feedba