In the book Eragon, Eragon first consciously uses magic when fighting the Urgals - he uses the spell 'Brisingr' (fire) to kill them, which depletes him of energy. This is a key moment showing his awakening magical abilities. Finding the egg was the catalyst, and killing Durza came much later.