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Pydantic AI Microglia Agent Setup

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Linked challenge: Midlife Microglial Trajectory Analyzer with Pydantic AI

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Linked challenge
Midlife Microglial Trajectory Analyzer with Pydantic AI

Prompt source

Original prompt text with formatting preserved for inspection.

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Write a Pydantic AI agent that accepts MicrogliaExpressionInput, executes state evaluation logic, and outputs a validated MicrogliaStateReport model.

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.