Nip in the air

Since the mid-16th century, nip means a sharp bite. Thus, a nip in the air means there is a sharp bite of cold in the air. Shakespeare in King Henry VI Part II, Act II, Scene IV, describes winter, “with his wrathful nipping cold”.