Specialist Scorecard
Performance KPIs · Trust Management · Promote & Restrict
Accuracy — % tasks without Director override
Autonomy — % tasks completed without escalation
Noise — Notifications sent vs tasks completed
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Director's Insight
“You are not fighting the prompt — you are managing a team. Restrict noisy specialists. Promote high-performers to AUTO-COMMIT. A well-tuned roster prevents Emergency Aborts.”