Fabulous means extraordinarily good, impressive, or luxurious - typically associated with wealth and richness. 'Poor' is the direct antonym as it represents the opposite economic condition. 'Rich' and 'luxury' are actually synonyms or related concepts, not antonyms. 'Prudence' is unrelated (it means wisdom in judgment).