Handy guide to basic shopping on Antigua if you are staying on the island for more than a few days. May be a bit outdated since it was written based on experience around 1999/2000.
Btw, there is an Epicurean supermarket in Jolly Harbour. It at least just as expensive as the one at Wood Centre, but much more convenient for those staying at or close to Jolly.