Master thief Chow Kwan-hai is the only person who knows the location of a stash of valuable pearls. With the help of a mismatched gang of criminals, assassins and pickpockets, Chow leads a suicidal mission to the Bloody Mill to find the treasure and hopefully make it back alive.