In this paper we propose a new procedure for construction of motor schema typically used in behaviour-based robotics. The procedure reverses the standard stability analysis approach by searching for a control function to fit a pre-defined Lyapunov function. In order to improve the applicability of this procedure, a new second-order extension to Lyapunov's second method is proposed, allowing a stable schema to be defined directly in terms of actuator force demands. We propose a synthesis procedure called direct Lyapunov design, which searches for motor schema maps whose set points satisfy the second-order theorem. The procedure has been applied to a simple subsumption architecture controller for an inverted pendulum simulation, yielding stable behaviour.