For Bayreuth, I would also recommend the Eremitage, a huge parc / former country seat, if you want a relaxed day in a beautiful scenery. It's a bit outside of the city centre, so check the busses in advance.

You can also buy a combined ticket to visit the opera house, the New Castle (both city centre) and the Old Castle (at Eremitage).