Awesome! I remember when I first started programming, we started off with command line applications. Immediately I wanted to make a game in the terminal. I never did, now I can finally learn Go and make a terminal game.
You absolutely can. That said, if your application is to look quite static and you don't really need the game-style render-loop, you could use Termbox directly (it's great):
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[ 4.8 ms ] story [ 20.3 ms ] threadhttps://github.com/nsf/termbox-go