The picture you see below is the inside of a FAKRO skylight - solid wood frame with good thermal efficiency. Exactly the type of material you are looking for in a quality skylight.

And here is the picture of the same FAKRO skylight from the outside. We see solid wood with a rubber seal gasket to insulate and prevent cold air in the winter from getting to your skylight.