The only way the whole thing makes sense is if she doesn't know about the appraisal skill.
On the second page he uses the skill and she get freaked out because she doesn't know why he identified a specific bag of four as "looking good". She starts talking to him like he's having a stroke.
On the third page she's irritated because it seems like he's just full of bs.