High activity Ru catalyst was prepared for the first time to produce cis‐decalin from tetralin hydrogenation. Supercritical CO2‐methanol method was used to prepare Ru supported catalyst. Using this catalyst, the yield of cis‐decalin could reach as high as 92.52%. Furthermore, the catalyst remained a high activity after five cycles.