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PyLabRobot is a sophisticated SDK for automated and autonomous laboratories, enabling researchers to control liquid handlers, plate readers, and material handling equipment using pure Python. This skill provides domain-specific guidance for programming robots like Hamilton STAR and Opentrons OT-2, managing deck layouts, and tracking resource states. It is ideal for scientists and engineers looking to build reproducible, simulated, or physical laboratory protocols with advanced features like tip tracking and 3D visualization.