This is probably not specific to Play. The scct plugin should probably include the resources in the Test configuration in the ScctTest configuration like it does for other classpath elements. You can do it yourself explicitly by adding the conf
directory to the list of unmanaged resource directories for scct:
unmanagedResourceDirectories in ScctPlugin.ScctTest <+= baseDirectory( _ / "conf")