Heat the oil in a large skillet over medium-high heat. Add the bell peppers and onions and cook, stirring often, until they begin to soften, 3 to 5 minutes. Reduce heat to medium, cover, and cook, stirring occasionally, until very tender, 6 to 8 minutes more.