This limitation is by deliberate design. The Agent Memory Cycle can think about taking actions, but it cannot actually implement them without the mediation of another system component—the XMPro DataStream. XMPro DataStreams: The Control Envelope XMPro DataStreams function as the “control envelope” around the entire system. These DataStreams provide: Strict governance over what data enters

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