Rapeseed oil is the right choice here — it has a higher smoke point than olive oil so it crisps better. Leave the skin on; it adds texture and there's no need to peel. Parboiling first is what gets the inside fluffy. Let them steam dry properly after draining — any surface moisture will steam rather than crisp in the air fryer.