Palfuria retusa is known from a subadult female holotype. The subadult female has a total length of 1.98 mm. The carapace is pale brown with a dark margin, and the chelicerae are pale brown. The sternum is pale yellow, and legs are pale yellow with dark stripes on the femora. The carapace is finely granulated with a raised cephalic area that does not slant back. The opisthosoma has a pale sepia dorsum with pale stripes posteriorly.