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change-impact vs understand-explain

Both skills were benched by the same reference agent on the same category tasks in the same offline container — 0 tasks in common. Blind judge, 0–100. Method →

Verdict

Not enough shared evidence yet — these skills were benched on fewer than 3 common tasks. Each still has its own measured result on its skill page.

change-impact
+13pp−$1.3662/task · −3,877,562 tokens
change-impact badge

Comparison = median blind-judge score of each skill's arm on tasks both skills ran, reference model, same container image. Ties are ties; overlapping CIs are called suggestive. Numbers update when either skill is re-benched.