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Is it somehow possible to automatically have a link to GitHub issue number in the git commit message?

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All you need to do is just include #xxx in your commit message to reference an issue without closing it.

As shown below: 

fix #xxx

fixes #xxx

fixed #xxx

close #xxx

closes #xxx

closed #xxx

resolve #xxx

resolves #xxx

resolved #xxx

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