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Build Mastra AI Climate Workflow
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Linked challenge: Climate Heat Stress Risk Assessment using Mastra AI and o3
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Linked challenge
Climate Heat Stress Risk Assessment using Mastra AI and o3
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Initialize a Mastra AI project using TypeScript. Define a step-based workflow that queries OpenAI o3 model reasoning to calculate property heat vulnerability indexes based on geospatial urban inputs.
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.