I have found a plugin called WordPress GitHub Sync. It should be able to synchronize both ways.
It hasn’t been updated in 5 months and it lacks a lot of documentation but I was able to import a file from my GitHub repository into WordPress.
I still have to figure out how it exactly works, but it’s what I have been looking for.
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