Start with role-critical outcomes and decompose each broad capability into small, visible signals such as paraphrasing under pressure, negotiating next steps, or prioritizing conflicting requests. Co-create examples with practitioners, confirm shared definitions, and tag items to indicators, ensuring every question traces back to a behavior that matters today.
Write succinct narratives that compress context without losing realism: a tense customer call, a cross-functional stand-up, or a feedback one-on-one. Offer plausible distractors, time-boxed choices, and branching follow-ups. Capture reasoning steps, not only final answers, to expose patterns, heuristics, and teachable moments across varied pressures.
Replace binary grading with multi-level rubrics that describe ineffective, developing, and exemplary behavior using plain, inclusive language. Provide anchors and counterexamples, enable partial credit, and train reviewers with calibration sets. This improves fairness, feedback quality, and longitudinal comparability across cohorts, roles, and evolving performance standards.
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