How can I enjoy RPS when running Linux?

I'm wanting to move from Windows to Linux. I have not decided which flavor to try first (maybe Pop! or Tails or Qubes?), but making the move without RPS might sour the deal. I'm new to Linux, so I don't know what might be involved.