Use AWS CodeStar Connections Info with CodeBuild

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I'm using CodePipeline for my CI/CD process. Currently migrating from CodeCommit to a private GitHub repo, I want to keep automating my tag and release process. The issue is that I'd need a personal token to do so. However, that being said, we do use CodeStar connection for the same repo. Now my question is, is it possible to extract the token provided in the connection for CodeBuild?

TIA

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