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Initialization of Policy Agents

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Linked challenge: Build Autonomous Policy Analysis Agents with Claude Agents SDK and Upstage

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Linked challenge
Build Autonomous Policy Analysis Agents with Claude Agents SDK and Upstage

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Initialize the Claude Agents SDK environment to act as a policy analyst. Use the system instruction to prioritize neutrality when evaluating the data center moratorium.

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.