data-quality-frameworks
Production patterns for data quality using Great Expectations, dbt tests, and data contracts for reliable pipelines.
Install
npx skills add https://github.com/wshobson/agents --skill data-quality-frameworksStats
| Total installs | 3,603 |
| Weekly installs | 3.6K |
| GitHub stars | 32.4K |
| First seen | Jan 20, 2026 |
| Source | @wshobson/agents |
Summary
- Covers three complementary frameworks: Great Expectations for statistical and schema validation, dbt tests for transformation layer checks, and data contracts for cross-team data agreements
- Includes six core quality dimensions (completeness, uniqueness, validity, accuracy, consistency, timeliness) with ready-to-use expectation patterns and custom test examples
- Provides checkpoint automation for CI/CD integration, Slack notifications on failure, and orchestrated validation pipelines across multiple tables
- Supports both generic reusable tests and singular business-logic tests, with data contract specifications for SLA, freshness, and PII classification
Tags
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FAQ
- How many installs does data-quality-frameworks have?
- data-quality-frameworks has 3,603 total installs and 3.6K installs this week.
- Where is data-quality-frameworks hosted?
- data-quality-frameworks is published by @wshobson/agents at https://github.com/wshobson/agents.
- How many GitHub stars does data-quality-frameworks have?
- data-quality-frameworks has 32.4K GitHub stars.
- When was data-quality-frameworks first indexed?
- OrangeBot.AI first indexed data-quality-frameworks on Jan 20, 2026.
- How do I install data-quality-frameworks?
- Run: npx skills add https://github.com/wshobson/agents --skill data-quality-frameworks