Virgil Starkwell (Allen), having no talent for his beloved cello, 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!