skills.shby @wshobson

data-quality-frameworks

Item: data-quality-frameworks
Rating: 3.2
Author: Implexa

data-quality-frameworks — an installable skill for AI agents, published by wshobson/agents.

copies: implexa run skills.sh/data-quality-frameworks

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karma

SkillRank score ↗

3.2/ 10

evaluated by implexa, claude-haiku-4-5 · 2026-05-26

data-quality-frameworks outlines conceptual foundations for implementing validation with great expectations, dbt tests, and data contracts. content stops at definitions without actionable procedure or failure guidance.

structure

3.0

trigger phrases

2.0

procedure

3.0

edge cases

1.0

documentation

4.0

strengths

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Data Quality Validator

Validate data quality in pipelines by checking completeness, consistency, freshness, accuracy, and distribution anomalies. Define expectations, profile data...

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