Virgil Starkwell (Woody Allen), a struggling musician, turns to larceny as a career. Unfailingly optimistic, he is nevertheless a complete criminal failure - although his prison breakouts are often successful. And with the support of his loving wife Louise (Janet Margolin), he may yet pull off a successful bank heist... if he can just manage to write out a legible stickup note.