Free prompt builder
Data cleaning specification prompt builder
Build a data cleaning prompt from a schema, observed defects, and permitted changes. Specify transformation order, preserved unknowns, and review checks.
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Five quick questions, then we build your prompt. Your AI app does the drafting.
Your tailored prompt
Paste it into ChatGPT, Claude or any AI app to draft your Data cleaning specification. Read the answer before you use it.
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How it works
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- Answer five quick questions. More context is optional.
- Copy the prompt into your AI app.
About this prompt
A cleaning specification should make every change explainable before any rows are modified. Supply column types, the row identifier, examples of observed defects, and transformations you actually permit.
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.