More Skills, Worse Agents? Skill Shadowing Degrades Performance When Expanding Skill Libraries

Hongwen Song, Song Wei

Skill libraries allow LLM agents to load task-specific instructions on demand, letting non-expert users solve domain-specific tasks through natural language without knowing which s…