How can I apply `DIRTY` on .idb file?

Your research seems great to me! 

How can I utilize the research in my IDA .idb file to enhance the decompiled output?
I tried to follow a content in README but actually had no idea on how to apply it.

I would appreciate it if you help me a little. Thanks