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Evidence-first runtime for a wheeled mobile household robot with bounded actions, replayable events, and fail-closed verification.

An embodied task agent that connects perception, action, verification, and learning in a continuous physical-world loop

Agent + reusable skill library for LIBERO manipulation tasks (no RL / VLA / world model; no LLM calls at runtime)