Use when: 要判断 Agent 是否专业、省心或真正改善,需设计判断依据、指标、校准,或修改/审计 eval。Not for: 单次交付(quality-gate)、外部claim(source-audit)、摩擦诊断(code-as-harness)。Output: 测量与校准草案或指标出生证(纵向eval含触发契约),或病名+处置。
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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.