A reduced-order adaptive control scheme using a direct state-feedback control law and an indirect feedforward compensation design is presented for a two-body system with joint flexibility and damping. A detailed stability analysis is given for such a two-step adaptive control design, which ensures closed-loop signal boundedness and asymptotic output tracking.