We've been doing the shrink-wrap routine for a couple of years now. Ruined the paint around one window, and by the end of the season there will be gaps all around the corners where the double-sided tape gives way. This looks relatively easy.
I've already got them wrapped for this year, but if we end up here for another winter I'll do these.