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Initialize Policy Agent

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Linked challenge: Enterprise Robotaxi Lobbying Agent with Claude Agents SDK

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Linked challenge
Enterprise Robotaxi Lobbying Agent with Claude Agents SDK

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Initialize an agent using the Claude Agents SDK. Configure the agent to utilize GPT-5.4 Pro via Fireworks AI for generating arguments. Use Claude Sonnet 4.6.6 as a critique agent to review the legislative viability of the drafted policies.

Adaptation plan

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

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.