It is possible to customize the behavior of org-insert-link, so for example when you insert a link in Org-mode (using C-c C-l) that is a URL to a GitHub issue or a GitHub PR, the description of that link automatically turns into the title of that GitHub item.
For the following snippet to work, you’d have to correctly set github-forge authentication. Which boils down to creating a personal access token on GitHub and adding the following line to your ~/.authinfo
(or ~/.authinfo.gpg
)
machine api.github.com login USERNAME^forge password TOKEN