Demystifying Agent Skills: Why They Work-Until They Don't

Zhiyuan Jiang, Fangrui Huang, Hanwen Xing +6

Skills have emerged as a practical and effective approach for enhancing LLM agents at inference time through structured packages of knowledge. However, existing evaluations largely…