You don’t have to reinstall, but one of the conditions for quick start to appear is that you’re on a ‘brand new’ system, which means you’d have to ‘wipe’ the config.idb file that stores all the gateway’s configuration.
If you’re on a system that previously used quickstart, there’ll be a copy of the project in data/quick-start/ in the installation directory.