Yes, I made it with whole wheat flour and it came out great. Nice crust, chewy and light inside.
The starter was just whole wheat flour and water left to bubble for a few days. No added yeast, no grapeskins.
Here is a good site that explains how to make your own sourdough.
Follow Mothering