Agent skill
Data Quality Rules
See the main Data Validation Rules skill for comprehensive coverage of data quality rule implementation.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/data-quality-rules
SKILL.md
Data Quality Rules
This skill is covered in detail in the main Data Validation Rules skill.
Please refer to: 43-data-reliability/data-validation-rules/SKILL.md
That skill covers:
- Levels of data validation (database, application, pipeline, API)
- Common validation patterns (required fields, type, format, range, enum, cross-field, conditional)
- Validation libraries (Pydantic, Zod, JSON Schema, Marshmallow, Cerberus, Joi, Yup)
- Database-level validation (CHECK constraints, triggers, domain types)
- API validation (FastAPI, Fastify)
- ETL pipeline validation
- Validation error handling
- Performance considerations
- Real-world validation scenarios
Related Skills
43-data-reliability/data-validation-rules(Main skill)43-data-reliability/data-quality-checks43-data-reliability/data-contracts
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