The invention provides a multi-shell capsule for oral administration of a combination of pharmaceutical and/or nutrient ingredients (hereinafter referred to as active ingredient) which release the active ingredient or set of active ingredients at different dissolvent time at a gastrointestinal tract at a different section of gastrointestinal tract (depending on dissolvent time).