Self-Evolving Skills via Surrogate-Guided Solve-and-Reproduce

Jiale Liu, Pinze Ren, Yuqi Xia +3

Agent skills are portable packages of instructions and resources an agent consults at deployment. Self-evolving them fails in two ways today. First, skills evolved from scratch und…