Analysis tools for spectroscopy

Prompted by this topic, I'm making this topic as a way to have a slightly more fine-grained discussion/voting area. So this topic is about analysis tools. Some stuff already exists in this space, like pyspeckit, specviz, and starfish. So there is definitely not one way to do this. But this is a good space for discussing general ideas along these lines (or voting on "needs more of")