 During the American Civil War, Wolfley became a member of the Union Army's 3rd Kentucky Cavalry.He served with distinction, earning the nickname "Sherman's Fighting Major", and at the end of the war was encouraged by General William T. Sherman to remain with the Regular Army at his war-time rank.Wolfley left the Army with the rank of lieutenant colonel and became a federal revenue officer in New Orleans.