[header] How to teach a rabbit not to scratch [title] Approach your rabbit slowly. [step] Rabbits are less domesticated than many animals you may be accustomed to dealing with. While your cat is not intimidated by you as you approach, a rabbit likely is. 
In order to establish that you are not a threat to your rabbit, take your time with it. [substeps] Start by sitting next to the rabbit while it is still in its cage and let it get accustomed to your presence.