In a large mixing bowl, combine the black beans, pepper, onion, and avocado.
Add the lime juice, chili powder, and cumin to a Mason jar. Seal with a lid and shake until combined.
Pour the dressing over the black bean mixture and stir until evenly coated.
Serve chilled.
