A relatively new interrogative phrase, independent of the preceding verb tenses, used to emphasize the extreme nature of the preceding clause.
The phrase has its origins in the Atlanta Public School System. In its most common incarnation, it's said with a humorous, yet sassy look over one's glasses, or general "girlfrand!" attitude.
(You mad, ain't it?!?!)
(You ain't mad, is it!?!)