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LangGraph State & Agent Definition

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Linked challenge: Graph-Based Geopolitical Incident Response with LangGraph and GPT-5

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Linked challenge
Graph-Based Geopolitical Incident Response with LangGraph and GPT-5

Prompt source

Original prompt text with formatting preserved for inspection.

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Define the global state for your LangGraph workflow, including parameters for incident status, collected data, analysis results, and recommendations. Outline at least four agent nodes (e.g., Data Gatherer, Geopolitical Analyzer, Impact Modeler, Strategic Advisor) and their specific responsibilities, initial prompts, and how they interact with the global state.

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.