Anything that makes the repo less private later (deliberate public release, hack (not just if the repo bit of anything that can connect to it), etc) means the secret is now in the open.

Always cycle credentials after an accident like committing them to source control. Do it immediately, you will forget later. Even if you are 100% sure the repo will never be more public, it is a good habit to form.