Our proposed solutionfor enhancing humanoid robot leg movements involves developing an advancedmechanism that combines constant torque for smooth rotation and anaccelerometer for detecting movement and reducing ground impact. This dualapproach addresses the core issues of leg movement precision and impactminimization effectively.