Unfortunately this only seems to be available for repos you own yourself and not if an org owns the repo, making it useless in a company context until that is expanded. Great for personal stuff tho.
The new tokens are still in Beta, so there are some other limitations: for example, GitHub Packages do not support them yet, so you cannot use them in NPM/yarn to get your private packages hosted on GitHub.