What I'd like is a postgres specific migration scheme that let me take advantage of a lot of cool (and unique) features postgres has without fighting with general purpose ORMs or having to manually edit migration files.

I haven't used it, but it fits your request of a postgresql specific migration tool where you don't have to futz with manually writing migration scripts.