Visiting Taipei - what are some hidden gems

I'll be visiting Taipei later this summer for a few days. What are some hidden games? I am most excited to see the old Spanish fort, the palace museum, and the indigenous park which will be a day trip away. Are there any hidden gems in Taipei I should out on my list?