I tested my new Claude skill against an agent that didn't have it — and the control group found the saving my skill missed
The skill was 35% faster and used 12% fewer tokens. The baseline agent, with no instructions at all, found €10.51 the skill walked straight past. Why the no-skill run is a second opinion, not just a scoreboard.