aidp-data-quality
SkillRun data-quality rule checks on AIDP tables — not-null, uniqueness, allowed ranges/sets, referential integrity, and freshness. Use when the user wants to validate data, check for nulls/duplicates/orphans, assert a column's domain, or gate a pipeline on quality. Expresses each rule as bounded Spark S
Install
git clone https://github.com/oracle-samples/oracle-aidp-samples.git ~/.claude/skills/aidp-data-qualityWhat is aidp-data-quality?
Run data-quality rule checks on AIDP tables — not-null, uniqueness, allowed ranges/sets, referential integrity, and freshness. Use when the user wants to validate data, check for nulls/duplicates/orphans, assert a column's domain, or gate a pipeline on quality. Expresses each rule as bounded Spark SQL and reports pass/fail with offending counts.
What this can do
Capabilities declared in this component's own frontmatter — not inferred.
Inherit all session tools
Declares no tool restrictions — inherits every session tool
~87 tokens of context used while enabled, before you invoke anything
Documentation
README · ~2 min readaidp-data-quality — rule checks via Spark SQL
Validate AIDP tables against explicit data-quality rules, each compiled to bounded Spark SQL and executed
with the bundled helper — no MCP and no ai-data-engineer-agent repo required.
When to use
- "Check for nulls/duplicates", "validate ", "are there orphan rows", "is the data fresh",
or gating a pipeline on quality.
Rule types (each → a counting SQL that should return 0 violations)
Rule Check (violations) not-null COUNT(*) WHERE col IS NULL
Reviews
Log in to leave a review.
No reviews yet — be the first.
Explore related
Other things in this space — across every part of the ecosystem, not just skills.
Skillssimilar to this one
All skills →configuring-airflow-language-sdks
Configures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue to it, ensure the runtime/artifact on workers, and tune coordinator options. Use when the user wants Airflow to route a queue to a native-language coordinator, asks about the `[sdk]`
412 stars
dr-jskill
An Agent Skill for creating Spring Boot applications
319 stars
commerce-app-admin-ui
Add or modify Adobe Commerce Admin UI extensions on the commerce/backend-ui/2 extension point: custom grid columns, mass actions, order view buttons, and a custom Admin menu entry. Use whenever the user wants to extend the Commerce Admin — add a column to the order, product, or customer grid, add a
151 stars