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Build Clinical Extraction Agent

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Linked challenge: Design a Leptin Biomarker Trial Agent with Claude Agents SDK & Claude 4.1 Opus

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Linked challenge
Design a Leptin Biomarker Trial Agent with Claude Agents SDK & Claude 4.1 Opus

Prompt source

Original prompt text with formatting preserved for inspection.

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Using `claude_agent_sdk` and model `claude-4.1-opus`, write an agent that parses unstructured trial notes to isolate muscle mass and leptin sensitivity changes.

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.