"Crossmaker" = cross + maker. The word seems to have been made up especially for a song, so there's no point in putting it in your conversation. People will wonder why you speak English in such a strange way.
"Under my skin" is pretty much as Gareth describes - a strong influence on your thoughts, either positively or negatively. Look for the Cole Porter song, "I've Got You Under My Skin".