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Store GitHub credentials on Windows with Git Bash

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I am trying to set up a Jenkins Windows slave which will pull from GitHub using Git Bash. I have installed Git Bash on my Windows server so it is available through the Windows command prompt. When I try to invoke any Git command that goes to GitHub it always asks for my credentials.

How can I set this up so it does not ask for my credentials?

Points to note:

I am testing it by invoking from the Windows cmd and not the Git Bash shell as I believe this is how Jenkins will call it.

If it isn't possible, how do you connect to GitHub from a Jenkins slave via Git Bash without it asking for credentials?

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