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Extended Reasoning Implementation for Compliance Checks

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Linked challenge: Multimodal 3D Object Verification

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Linked challenge
Multimodal 3D Object Verification

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Implement the core logic for the '3D QA Agent' to perform compliance checks. This should involve an extended thinking loop: retrieve initial scene data, analyze it against criteria, identify potential discrepancies, and if needed, perform follow-up 'visual queries' (simulated through the SAM3DPlugin with different parameters) to confirm or refine findings. Use Gemini 2.5 Pro for synthesizing these steps.

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.