Honestly, I'd rather you not. Traditional Indian chicken curries have exactly zero curry powder in them and I really wanted this to bring those traditional flavors. If you use curry powder, you'll still have something good but it will taste different. For another easy dish featuring curry powder, try my Curried Chicken and Chickpea Stew