measurement-protocol

This skill designs and runs rigorous measurements of noisy, moving systems by enforcing rules that prevent accidental measurement drift: one frozen rule file, equal readings per condition, held-out controls, and minimum detectable effect reporting. It's built to keep metrics honest when measuring dynamic systems like brand visibility in AI answer engines, ensuring that observed changes reflect real progress rather than changes to the measurement instrument itself.