Ok, this is what I did:
1. Dragged out the .keylayout file from the .bundle package.
2. Opened the .keylayout with Ukelele
3. Install for Current User
It shows up in the list (I guess that's the one, because there is another with the same name but without icon) for System Preferences, but not for Kotoeri. Any pointers?