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Classifies inputs as SMALL_TALK, ACTION, CREATIVE, or SENSE, outputting conversation or JSON for physical AI hardware (move, look, grab, LED, speak, emotion, sensors) with multi-step support. Runs on Raspberry Pi or PCB firmware.