Using conformal geometric algebra a generalized algorithm for haptic based robot manipulation is proposed to both the forward and inverse kinematics of position and velocity of kinematic chains with angular joints of n-degrees of freedom, as well as the implementation of the descending gradient technique to the solution of inverse kinematics closest to its initial configuration.