A mechanic was working on a truck at the 5100 field workshop and found the shifter knob had been taped with a significant amount of duct tape. The mechanic had to use a razor knife to cut the tape off and accidentally cut their left palm requiring stitches. The mechanic was wearing gloves with a low level of cut protection.