Red-handed

Webster's Dictionary of the English Language

(·adj / ·adv) Having hands red with blood; in the very act, as if with red or bloody hands;

— said of a person taken in the act of homicide; hence, fresh from the commission of crime; as, he was taken red-hand or red-handed.