What factors do you consider important when downloading a piece of software?

Downloading a piece of software can never be 100% safe, but there are some things that could make something less risky. Some things that seem important to me are whether the project is open-source, how wide its user base is, and whether the developer(s) make their public identity known, and whether it’s on a secure platform like GitHub (I’m assuming GitHub tries to have good security).