Tag
The paper explains that agent skills improve performance by turning past experience into clean procedures, with the skill version outperforming workflow memory by 6.06 percentage points, mainly through procedural anchoring.
This paper examines why skills in LLM agents work by stabilizing execution through procedural anchoring, while also identifying limitations like retrieval bottlenecks and brittle assumptions.