A cat should not eat chocolate covered almonds. Chocolate is highly toxic to cats. As well as being a choking hazard, the almonds themselves contain a toxin called cyanide. A cat's digestive system is not built to digest almonds or eat chocolate, and if consumed, it can cause poisoning, pancreatitis and can lead to death.