You can try wet wrapping for really intense moisture. You can find a tutorial online but basically you put on a thick layer of lotion, wet and then squeeze out a cotton glove (i just use a sock and keep my hands in fists so it fits), and then put plastic wrap or a rubber glove on top and go to bed like that.

This helps my severe eczema in the winter so it should work :)