Good morning!
In this situation, we would really suggest that you have a soil sample taken and sent into a soil analysis lab, as they will tell you what may be missing from the soil. You may also explain to them that you are looking to start a flower garden in this area. They may suggest topsoil or for you to introduce soil amendments or minerals into the area.
Wishing you luck on your new flower garden!
Sarah