You need some dry pods and some high proof alcohol. You soak the pods in the alcohol for a a period of time so that the capsaicin oil can be dissolved from the pods.
Now strain this and put into a bowl to evaporate, some people use a double boiler setup to accelerate this but that can make the procedure more dangerous because of the risk of fire or explosion through alcohol vapor.
Get this stuff on you and you will burn.