AI RESEARCH
Semia: Auditing Agent Skills via Constraint-Guided Representation Synthesis
arXiv CS.AI
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ArXi:2605.00314v1 Announce Type: cross An agent skill is a configuration package that equips an LLM-driven agent with a concrete capability, such as reading email, executing shell commands, or signing blockchain transactions. Each skill is a hybrid artifact-a structured half declares executable interfaces, while a prose half dictates when and how those interfaces fire-and the prose is reinterpreted probabilistically on every invocation.