I’ve always had the same problem with debugger not working. I even reported earlier about it and came to the same conclusion as you about it not work offline: Debugger stopped working
I came to think that it was possible to use it offline if it was opened at least once in the project being online, but I was mistaken. I also miss being able to use it offline too. So, I think it’s a good feature request. 