Just a suggestion: You may want to add to the contributor guide that the contributors should do git add and git commit after correcting the format with black, before pushing it to the upstream. (Maybe, there is a particular message that let users know about this. I didn't pay attention. If there is a message, then things should be clear.)
As discussed in #911