The self-starting mode-locking and the time-dependent modulation characteristics of a coupled-cavity laser(CCL) with a gain medium in an external cavity is discovered theoretically for the first time, and analysed and calculated in detail. Its mechanism is explained in this paper. We suppose that there will be a possibility to use a CW pump source in stead of a mode-locked pump source and to get shorter pulse in mode-locking CCL.