I know Git stores information of when files get deleted and I am able to check individual commits to see which files have been removed, but is there a command that would gen
This does what you want, I think:
git log --all --pretty=format: --name-only --diff-filter=D | sort -u
... which I've just taken more-or-less directly from this other answer.