Metric Design Review Board

Mission

Review whether a chosen data science metric actually supports the decision, user outcome, risk, and cost tradeoff.

Current pain point: Projects optimize metrics that look scientific but misalign with business impact or safety.

Why this skill exists: Metric design is a governance problem: success, guardrails, thresholds, and cost curves must be decided together.

Operating Rules