How do you get an executable from a GitHub link? - eviltoast

I see a lot of posts for apps that I would like to try but they all send me to a Github link - What is the process for getting an executable of these apps? Do I have to compile them myself? OR am I missing the .exe or .zip file option?

I really feel like I’m missing something easy…