The whole point of this package is to stop using ctrl+shift+r since I think it's not the easiest shortcut to press when using the phone with one hand.
Try rebooting your device, hildon-desktop can be an *** sometimes (happens with all apps using the SUPPORT flag for portrait mode (e.g facebrick))