How old are they? If they are under 6 months old, they could be going through a juvenile molt. Feathers growing in can be very itchy and can make them very uncomfortable.
DE does not prevent mosquitos. It's effective for ground/soil dwelling bugs, but it's indiscriminate. It kills both good and bad bugs. The most effective mosquito control is to remove any standing water, so that larva do not develop.