Classify agent candidate tasks by Cynefin domain so the operating mode fits the uncertainty.
Place each candidate multi-agent task in the uncertainty bucket that fits best. Clear Complicated Complex Chaotic Close duplicate tickets when ticket id and requester match exactly Review warranty claim against policy, receipts, and product category rules Explore why enterprise churn risk is rising across mixed customer signals Coordinate customer messaging during an active production outage Extract invoice totals into a fixed finance schema Assess vendor security evidence with specialist policy review Generate competing launch strategies from ambiguous market feedback Stop an agent workflow that is sending incorrect emails live
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