"Shake a Hand" is a 1953 song written by the trumpeter and bandleader Joe Morris and originally recorded by Faye Adams, whose version stayed number one on the R&B chart for nine weeks. The song, which has a strong gospel feel throughout, depicts a reassuring new lover making promises: "Just give me a chance, I'll take care of everything."