Assos glove system FTW, although the lowest I go is around 10 degrees... luckily Philly doesn't get too many days like that.
PI amfib tights. PI amfib jacket. Chemical toe warmers & booties (although I only wear toe covers when using the chemical warmers).
Layers are the way to go though.