Heat the oil in a large skillet on medium-high heat. Add onions and sauté for four minutes, until softened. Add peppers, mushrooms, and garlic, and sauté three or four minutes longer.

Transfer sautéed vegetables to the sprayed insert of a slow cooker. Stir in remaining ingredients. Cover and cook on low for three to four hours.