Reading all the wonderful things the new ProGuard Improvements for Android do, I switched to to the new scheme by uncommenting the following line in a newly created
I recommend creating a new project and copying the proguard-project.txt from there.
In eclipse, you can do that by going to File --> New --> Other --> Android --> Android Application Project. It's just in the root directory of the new project.