Spend half day...

in the Palace Museum (gu gong bo wu yuan) if you have not been there. There are a lot collections and worth the visit. You may balance the day by taking transit to "Dam Shui" viewing the river, the ocean and the sunset. Enjoy some seafood there at the food stands.