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Setup Pydantic AI Claim Schemas
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Post-Hurricane Claims Fraud Detection with Pydantic AI and Qwen 3
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Linked challenge
Post-Hurricane Claims Fraud Detection with Pydantic AI and Qwen 3
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Define Pydantic schemas for structured claim assessment and initialize the Pydantic AI Agent using Qwen 3.
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.