The notion of supervisory control, is situated between those of manual control and autonomous control. In a sense, supervisory control means that the operator continually monitors and iteratively updates or modifies the program, the local control loop must be autonomous. This paper presents the design and implementation of GKD3, which is a supervisory-controlled local-autonomous robot controller. Based on the theory of supervisory control, we analysis GKD3's architecture and functions.