Preheat oven to 375ºF (191ºC) and line a baking sheet with parchment paper.
In a large bowl, toss the sliced bell peppers with the olive oil. Transfer to a baking sheet and add the sliced chicken breast. Sprinkle with cumin, chili powder, salt and pepper.
Bake for 30 minutes, or until chicken is cooked through.