An orchestrating coding agent graded its own CAD eval and marked every insight already caught in seconds, skipping the review skills. Faceted surfaces passed at IoU 0.9 and a dimension check was met by two stretches along different axes, yet the check passed 14 of 14 on val and 28 of 35 on test.