Do you pay capital gain taxes at all if you buy us stocks from Singapore?

Nope but there is a30% withhoding tax on dividends. And a 40% estate tax but most people don't really look too much into the latter

Nah, mainly dividend withholding tax (30%) , and 40% estate tax which 9/10 of the people outside US will ignore it, because theres no way to track