Help a man, and he may be grateful to you. Or he may resent it that he needs your help, or envy you your ability to provide it, or act as if he has it coming, or become dependent on you, in which case your 'help' is harm.
Absolutely, one must do no harm. (Primum non nocere.) But when to help and when to leave well enough alone require careful thought.