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AI-Native Operating System (AIOS) Capstone Prototype. A privileged user-space Linux middleware daemon that monitors system telemetry, performs hybrid RAG context retrieval, and executes self-healing optimization proposals gated by a Deterministic Control Plane with human-in-the-loop approval.