I have had both a HKID and HKSARS passport for many years now, but whenever I visit China, do so with my US passport and tourist visa.
However, and no disrespect intended, if one does something stupid or gets into trouble in China, if you are 'Chinese' [regardless of your citizenship, place of birth, etc.] it doesn't matter which passport you are holding.