When I started this project I created an empty WordPress Theme and started from there. I have posted this Empty WordPress Theme so anyone can see what it looks like. I will also try to add a download to it so if you want to start a theme from scratch you can see exactly what the base looks like.
The Theme is two files. Style.css and Index.php. The Stylesheet is empty except for Author and Naming conventions.
Link : Empty WordPress Theme