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Agent Roles and CrewAI Setup

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Linked challenge: CrewAI Robotaxi Fleet Manager with Claude Opus 4.1 & A2A Protocol

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Linked challenge
CrewAI Robotaxi Fleet Manager with Claude Opus 4.1 & A2A Protocol

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Original prompt text with formatting preserved for inspection.

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Define the core roles for your robotaxi fleet management system (e.g., 'FleetManager', 'DispatchAgent', 'RoutingAgent', 'MaintenanceAgent'). For each role, specify its responsibilities, goals, and the tools it might need. Outline how you will set up these agents and their collaboration within CrewAI, with Claude Opus 4.1 as the reasoning engine for each.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.