The Scaling Laws of Skills in LLM Agent Systems

Charles Chen, Qiming Yu, Yuhang Gu +12

As agent systems scale, skills accumulate into large reusable libraries, yet their scaling laws remain poorly understood. Across 15 frontier LLMs, 1,141 real-world skills, and over…