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Twine looks pretty slick, does it give you the ability to navigate through a story with options/choices? ie to allow you to build a kind of 'choose your own adventure'?

yes, twine is exact for the purpose of 'choose your own adventure' game.

I will use Unity for my story beacause it is the only thing I know

Unity is a good choice. :)