The invention relates to novel material smelting, in particular to a method for producing special steel through a high-cleanness low-oxygen content process of a rotating furnace. The method for producing the special steel in the high-cleanness low-oxygen content process of the rotating furnace comprises a blast furnace smelting step, a basic oxygen furnace steel-smelting step, an LF (Low Frequency) fine smelting step, a VD (Vacuum Distillation) vacuum degassing step, a continuous casting step and a continuous rolling step. Compared with the traditional special steel production process, the method has the advantages of rapid special steel production rhythm, efficiency increased by 50 percent, high steel purity, average steel oxygen content less than or equal to 10 ppm, impurities A+B+C+D less than or equal to 2.5 grades, stable steel quality and comprehensive performance qualified rate reaching 99.99 percent; a product is mainly used for an auto and motorcycle industry, a petroleum industry, a wind power industry, a mechanical manufacture industry, and the like; and compared with a method for producing steels in a short process of an electric furnace, the method reduces the production cost of per ton steel by 113 yuan, enhances the finished product rate by 1.95 percent and is outstanding in economic benefit.