data-specification
Installation
SKILL.md
Data Specification
Overview
Write the data specification before writing pipeline code. The spec should define business intent, source and destination expectations, quality rules, and success criteria so the agent is not forced to guess.
When to Use
- new ingestion or transformation projects
- schema or contract changes
- major changes to data products, marts, or semantic models
- requests that sound simple but leave operational details unclear
Do not use this for trivial spelling fixes or non-behavioral documentation edits.