Shake, strain, up.
For the bitters, choose something "dried fruity" with a bit of pie spice. I really like Drunken Crane Jujube, Miracle Mile Peach, and Brooklyn Hemispherical Black Mission Fig (or some combination of thereof). Plum would probably work nicely too. If you go with Jerry Thomas' Decanter, maybe use only 1 dash.