KungFuAthleteBot.A highly dynamic martial arts motion dataset (848 samples, Ground/Jump subsets) for humanoid robots, with GMR retargeting, height adjustment, and RL training pipeline (PPO & FastSAC) for Unitree G1, featuring fall recovery and sim-to-real deployment.