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Initial System Design & Agent Roles

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Linked challenge: AI-Driven Satellite Tasking & Anomaly Response with Llama 3.3 and CrewAI

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Linked challenge
AI-Driven Satellite Tasking & Anomaly Response with Llama 3.3 and CrewAI

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Original prompt text with formatting preserved for inspection.

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Design the architecture for your multi-agent system using CrewAI. Define the roles, goals, and tools for each agent (e.g., 'Mission Planner', 'Anomaly Detector', 'Resource Manager', 'Communication Handler'). Outline how these agents will interact and what information they will exchange. Specify how Llama 3.3 will be integrated for high-level understanding and how Firecrawl could provide external context.

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.