Yi-Fan Jiang

SkillBrowser: Selective Skill Exposure for Scalable Skill-Using Agents

Large language model agents increasingly rely on skills to extend their capabilities in complex tasks. However, scalable skill use requires Selective Skill Exposure (SSE): providing relevant procedural content when needed while avoiding unnecessary exposure that may disrupt reasoning. Existing paradigms fall short in c...