Stopping comes from your seat and thights. I half halt first to let my horse know a new cue is coming, then I sit deep, and close my knee's. You continue to drive forward, because the downward transition must still come from behind, while closing the opening to continue to move forward with my hands.
Does any of that make sense? You might need someone to show you face to face.