Medium-to-hot chilli pepper, usually picked while green (8)
I believe the answer is:
jalapeno
(Other definitions for jalapeno that I've seen before include "Very hot chilli pepper" , "something really hot" , "Hot green chilli" , "Variety of chilli" , "Green chilli pepper used in Mexican cooking" .)