Rep2Skill: Representation-Guided Skill Self-Evolution for LLM Agents.

arXiv:2609.39149v2 Announce Type: replace Abstract: Textual skills enable large language model (LLM) based agents to accumulate reusable procedural knowledge without updating model parameters. Yet existing skill evolution remains largely confined to the text s