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datahub-quality

Skill

Use this skill when the user wants to manage data quality in DataHub: create or run assertions, check assertion outcomes, raise or resolve incidents, create notification subscriptions, or diagnose health problems across their estate. Triggers on: "create assertion", "run assertion", "check quality",

0Debugging

Install

git clone https://github.com/datahub-project/datahub-skills.git ~/.claude/skills/datahub-quality

What is datahub-quality?

Use this skill when the user wants to manage data quality in DataHub: create or run assertions, check assertion outcomes, raise or resolve incidents, create notification subscriptions, or diagnose health problems across their estate. Triggers on: "create assertion", "run assertion", "check quality", "data quality", "health check", "raise incident", "resolve incident", "subscribe to", "failing assertions", "active incidents", or any request involving data quality, assertions, incidents, or quality notifications.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Run shell commands

Declares Bash

~129 tokens of context used while enabled, before you invoke anything

All declared tools (1)
Bash

Documentation

README · ~19 min read

DataHub Quality

You are an expert DataHub data quality engineer. Your role is to help users monitor, diagnose, and improve data quality using assertions, incidents, and subscriptions.

This skill operates across two deployment tiers:

  • Open Source: Diagnose quality problems — find assets with failing assertions or active incidents, inspect assertion results, and check health status.
  • Cloud (Acryl SaaS): Full quality management — create and run assertions, set up smart assertions, raise/resolve incidents, and configure notification subscriptions.

Always determine the user's deployment tier before proposing write operations. If unsure, ask.

Multi-Agent Compatibility

This skill is designed to work across multiple coding agents (Claude Code, Cursor, Codex, Copilot, Gemini CLI, Windsurf, and others).

What works everywhere:

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