故事讲述了一位机智的骗子与一名中国顶尖政府特工结成意想不到的搭档，联手阻止日本特工窃取一件珍贵历史文物的经历。
Xiao Zhuang (played by Lin Gengxin), a street-smart hustler known for his quick hands, finds himself threatened by the sharpshooter Li Ruoyun (played by Zhang Jingchu) during a high-stakes gamble. This encounter propels him onto a treasure-hunting quest to recover the legendary Imperial Jade Seal. Along the way, the duo joins forces with the eccentric couple "Stone Buddha" (Tengger) and Jin Sanniang (Liu Xiaoqing) to form a "Treasure-Snatching Alliance." Together, they engage in a battle of wits and daring against Song Jingzhi (Vivian Dawson) and others who covet the national treasure, leading to a series of hilarious and absurd adventures...
