Most likely a busted line. The cheap fix would be to add some power steering stop leak, but the correct way would be to find the busted hose and replace it.
You could also look at this as a chance to upgrade. I'm not sure if it will work on a TJ, but a Durango steering box is a popular YJ upgrade. You can also look into hydo assist, but that is some serious over kill.