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Data export specification prompt builder

Build an export specification prompt covering consumer needs, field mapping, privacy boundaries, serialization, and source-to-export reconciliation checks.

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How it works

  1. Subscribe to unlock the builder.
  2. Answer four quick questions. More context is optional.
  3. Copy the prompt into your AI app.

About this prompt

An export can be syntactically valid yet unusable for its recipient. The consumer may need a stable row grain, a specific timestamp convention, or a way to distinguish updates from new records.

Questions

Which AI can I use this with?

Any AI app. Paste the prompt into ChatGPT, Claude, Gemini, Copilot or whatever your team already uses.