data-quality-frameworks skillA
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data-quality-frameworks is agent-read markdown (skill) from rudycity/superagent: Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts..
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What the file says
# Data Quality Frameworks Production patterns for implementing data quality with Great Expectations, dbt tests, and data contracts to ensure reliable data pipelines. ## When to Use This Skill - Implementing data quality checks in pipelines - Setting up Great Expectations validation - Building comprehensive dbt test suites - Establishing data contracts between teams - Monitoring data quality metrics - Automating data validation in CI/CD ## Core Concepts ### 1. Data Quality Dimensions | Dimension | Description | Example Check | | ---------------- | ------------------------ | -------------------------------------------------- | | **Completeness** | No missing values | `expect_column_values_to_not_be_null` | | **Uniqueness** | No duplicates | `expect_column_values_to_be_unique` | | **Validity** | Values in expected range | `expect_column_values_to_be_in_set` | | **Accuracy** | Data matches reality | Cross-reference validation | …
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How to install
mdr add rudycity/superagent/data-quality-frameworks@git:20260626.019dba9mdr add rudycity/superagent/data-quality-frameworks@sha256:58e61444165ba7caPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_afr4yjaxw4oaimcy)
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Audit of the latest version
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- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
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- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
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Source
rudycity/superagent · 23 stars · license MIT · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_afr4yjaxw4oaimcy GET https://markdownregistry.com/api/v1/resolve?ref=rudycity/superagent/data-quality-frameworks GET https://markdownregistry.com/api/v1/blob/58e61444165ba7caa572fb7f1ba2d23cfd5038cfa6699f86b5648e7fcb71d34d
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