Buster Keaton is walking by and peers through a barred window while captured murderer "Dead Shot Dan" is having his picture taken. Seeing that the photographer is looking away, Dan moves his head to the side and snaps a picture of Buster without anybody noticing. Thus, when Dan escapes, the wanted posters all show Buster with his hands on the bars. Unaware, Buster moves on to a street corner, where he notices a horseshoe, and kicks it aside. The next man who comes along picks it up and throws it for good luck. Within seconds the man finds a wallet filled with money. After scrambling to find the horseshoe, Buster picks it up and throws over his shoulder. It strikes a policeman, who chases Buster, and soon other officers join the chase. Buster lures them into the back of a truck, locks them in, and escapes.