SkillSentry: Reliable Skill Execution for LLM Agents via Runtime Assurance

You Lu, Xinyu Huang, Bihuan Chen +1

LLM agents are increasingly equipped with skills to perform complex tasks through multi-step reasoning and tool use. Although skills provide reusable procedural knowledge, agents m…