The invention relates to a reverse production method for a seafloor gas hydrate stable layer. The reverse production method comprises the following steps of S1, pressure-drop gas production: firstly, sucking out liquid in a production well, dropping the pressure at the bottom of the well, producing free gas under the hydrate stable layer, and decomposing the lower surface of the hydrate stable layer; S2, heat-injection decomposing: injecting hot water or steam into the upper part of a production layer, decomposing the gas hydrate stable layer from bottom to top, and producing from the production well after decomposing; S3, cementing of carbon dioxide: injecting the carbon dioxide into the lower part of the production layer, and gradually cementing at the bottom part of the production layer from bottom to top; S4, after the cementing is completed, repeating the steps S1, S2 and S3, cycling to produce, and stopping production until the natural gas hydrate stable layer is thinned to the proper thickness. The reverse production method has the advantage that the problems of easy leakage of natural gas, easy pollution to sea environment, and easy occurrence of geological disasters in the production process of seafloor natural gas hydrates are solved.