Lightly brush both sides of chicken breasts and the asparagus with olive oil, and sprinkle with salt and pepper. Cook chicken and asparagus in a hot skillet or on a hot grill. Cook asparagus approximately 5 minutes, turning once. Cook chicken approximately 10 minutes per side or until internal temperature reaches 165 degrees F.