With semiconductor laser, a silicon substrate AlGaInP LED is prepared, and the effects of laser energy density, repetition rate, and processing speed of the platform on the processing results are studied. By means of electron microscope and other test tools, the structural characteristics of the surface and side morphologies of silicon substrate AlGaInP LED chips are analyzed, and the superior processing parameters are obtained.