AI RESEARCH

Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents

arXiv CS.CL

ArXi:2605.16986v1 Announce Type: new LLM agents benefit from reusable skills, yet test-time tasks often require guidance specific than a static skill library can provide. We propose \emph{SkillTTA}, a Test-Time Adaptive Skill Synthesis method that retrieves a small set of