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Mastra Workflow Setup
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Humanitarian Aid Data Collector with Mastra AI and GPT-5 Pro
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Linked challenge
Humanitarian Aid Data Collector with Mastra AI and GPT-5 Pro
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Initialize a Mastra AI workflow in TypeScript that ingests raw field report JSON data, processes it with GPT-5 Pro for anonymization, and outputs sanitized aid requests.
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.