Constrained Kinematic Pose Estimator - Physics-constrained gesture and pose estimation from 2D keyframes. Features an bidirectional Hermite trajectory rollout, zero-bamf physical limits (≤12°/frame), and calibrated ASL signs spanning neutral space, cranial/face targets, thoracic gestures, and bilateral coordination.