Recovery compression sleeves are stretchy, snug-fitting garments made to support your muscles and improve blood flow. You usually wear them on your arms, legs, or calves. Many athletes, fitness lovers, and even people with daily body aches use these sleeves. Why? Because they help reduce pain, swelling, and tiredness after physical activity.