An ultra-light robotic prosthetic hand that enables both precision fingertip control and shape-adaptive gripping through simple motion commands. The hand features an innovative mechanism that allows two degrees of freedom in the thumb (adduction/abduction and flexion/extension) to be independently controlled by a single actuator, achieving exceptional user convenience and weight reduction.