Ribs that have gone bad will usually taste different, emit a foul odor, or may have an odd texture. Moreover, you may expect ribs that have gone well past the point of freshness to have mold growth on the exterior. If you notice any of these signs of spoilage be sure to pitch the ribs as soon as possible.