Data · Analyst
Data quality checklist
Prompt
Generate a data quality check plan for [TABLE]. For each column: type, nullability rule, allowed values or range, freshness expectation, and the SQL test that would catch a violation.
How to use this prompt
- Copy the prompt above.
- Paste into Claude, ChatGPT, or your preferred LLM.
- Replace anything in [BRACKETS] with your real inputs.
- Review the output before you send/ship — humans in the loop.
Best with
Most prompts here work in any modern LLM. For business reasoning and judgment, we recommend Claude. For fastest iteration with plugins, try ChatGPT.