Afghanistan will take on Australia, England, Sri Lanka, Bangladesh, NZ and Scotland during the group stage of the World Cup.
Moles says his team, which recently beat Zimbabwe in two one-dayers, have set their sights on causing some damage.
"All it takes is a silly 10 overs in any game of cricket to win," Moles says.
"We've got to win against Bangladesh and Scotland, and hopefully turn over one of the major sides.
"If we do that, we can get to the Super 8s."