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Gemini 2.5 Pro Agent & Planner Design

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Linked challenge: Multimodal 3D Object Verification

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Linked challenge
Multimodal 3D Object Verification

Prompt source

Original prompt text with formatting preserved for inspection.

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Configure Gemini 2.5 Pro as the core LLM for your Semantic Kernel agent. Design a '3D QA Agent' that takes a natural language query and utilizes the SAM3DPlugin. Focus on how the planner will interpret the user's intent, break it down into steps, and interact with the simulated 3D tool.

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.