Heat the oil in a large skillet over medium-high heat; add beef cubes and cook until browned on all sides; salt and pepper to taste.
Place bell pepper slices and chopped onion in a slow cooker and arrange beef cubes on top. In a small bowl, combine remaining ingredients; pour mixture over beef and vegetables.
Cover and cook on LOW for 8 to 10 hours or on HIGH for about 4 hours.