I disagree with the “Just don't answer” mindset.
Your power lies in “NO”. Not this limp-dicked “Just don't answer” nonsense.
Tell them no.
Anything after that is harassment.
Consequences are called retaliation.
Hate me if you like, but you don't win a fight by abstaining from it.