I use browserify and the brfs transform [0], but I know a lot of folks don't like mixing up other module systems with angular. Your approach is probably the easiest tbh.

There might be some way to load them into $templateCache on build, but that would kill lazy loading

[0] - https://github.com/substack/brfs