It is likely to rain often in the afternoon in Summer. Thunderstorms also often seem to appear out of the blue. Make sure you take your umbrella - just in case.
 
7-day Forecasts (New Taipei City)
 
http://www.cwb.gov.tw/V7e/forecast/week/week.htm