How do you touch up or repair an interior door frame?

My lovely cat has used the door frames of my apartment as scratching posts; I have to repair the damage without replacing the door frames and was wondering what could be done. I am not entirely sure that merely painting over the damage will do the trick since they are rather deep scratches.

Thank you all in advance!!

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