Zhishuang Pavilion is located in the southwest of Huqiu Tower, also known as "Hufu Pavilion". During the Song Dynasty, Zhishuang Pavilion was originally named after the Fatang behind the Huqiu Pavilion, because of "four mountains of cool air, day and night". It was later rebuilt in Xiaowutai, which is the current site. Wen Zhengming once wrote for it. During the Qing Kangxi period, he was circled into the palace. The Xianfeng decade (1860) was destroyed in the war of Taiping Heaven.