SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Yifei Shen, Bo Li, Xinjie Zhang

While skill optimization for autonomous agents has gained traction, existing methods rely on complex pipelines. This leaves a fundamental question unaddressed: What constitutes a m…