Lost in Implicit Routing: How LLM Agents Fail to Load Relevant Skills at Scale

Jinlin Liu, Wei Chen, Xiaojin Zhang

Reusable skills let LLM agents load task-specific instructions on demand, but they make execution depend on implicit routing over skill metadata. We test whether this design scales…