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AutoGen Multi-Agent Initialization

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Linked challenge: AutoGen Multi-Agent UK Planning Portal Zoning Document Reviewer

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Linked challenge
AutoGen Multi-Agent UK Planning Portal Zoning Document Reviewer

Prompt source

Original prompt text with formatting preserved for inspection.

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Set up AutoGen agents: LocalPlanningOfficer, ConservationSpecialist, and ApplicationReviewer. Define a GroupChat with a SpeakerSelectionMethod that allows agents to evaluate planning applications iteratively.

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.