Club membership will remain, along with the option to purchase individual template/themes if you wish. This was outlined in this blog post from October:
Looking also forward to the new Site.
But one question: Does that mean Club Memberships will change?
You wrote that you will have a new shop on a per Item (= Teamplate / Extension) basis, so I' would like to know if you change anything....