When I’m in the Figma desktop app, there’s no way (that I know of) for opening a file by URL. My only option is to paste the link into Chrome, and have Chrome bounce me back to the Figma app.
I would love to see a feature in the Figma desktop app that lets me paste a Figma link and open the file without needing to use Chrome at all.