After two nights of effort I've got basic support for multiple stores to my shopping list app. No UI to add and delete ones, but I manually added some that I need, and now I can finally retire the old "Out of Milk" from my phone for good!
Most of the time/frustration went into figuring out #Android API for fragments and ViewPager so I could swipe between lists. The docs are really rudimentary :-(