I added my module to @AcrossApplication, but it is not being picked up.

By default the @AcrossApplication scans certain packages to look for modules by name. If you add a custom module by name to the application annotation, you will need to specify the additional package in which to scan for it.  You can so using either the modulePackages or modulePackageClasses attribute.