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Build Metaflow Orchestration and GPT-4o Interface
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Linked challenge: Hybrid Solar-BESS Market & Resilience Optimization with GPT-4o & Metaflow
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Linked challenge
Hybrid Solar-BESS Market & Resilience Optimization with GPT-4o & Metaflow
Prompt source
Original prompt text with formatting preserved for inspection.
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Construct a Metaflow pipeline that orchestrates the entire workflow: data fetching, forecasting, optimization, and result persistence. Integrate OpenAI's GPT-4o to process simulation results and generate clear, actionable explanations for hypothetical operator queries (e.g., 'Why did the BESS discharge at this time?'). Demonstrate how Metaflow manages data artifacts and ensures reproducibility.
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.