Run data-quality checks against thresholds and report -- schema, freshness, completeness, uniqueness. Use this skill when you need to know whether a dataset or pipeline is currently trustworthy. Read-only; it resolves nothing, and findings hand off to `/aid-fix`. A thin kind-sibling of `/aid-test`, which defines its full behavior.
Installs into .claude/skills of the current project.
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---
name: aid-test-data-quality
description: >
Run data-quality checks against thresholds and report -- schema, freshness, completeness,
uniqueness. Use this skill when you need to know whether a dataset or pipeline is
currently trustworthy. Read-only; it resolves nothing, and findings hand off to
`/aid-fix`. A thin kind-sibling of `/aid-test`, which defines its full behavior.
allowed-tools: Read Glob Grep Bash Shell Terminal Write Edit Agent
argument-hint: "<dataset/pipeline + checks> -- the target and which checks (schema/freshness/completeness/uniqueness)"
---
# Test Data Quality (data-quality kind-sibling of /aid-test)
`/aid-test-data-quality` is a thin **kind-sibling** of **`/aid-test`**
(`.agents/skills/aid-test/SKILL.md`) -- not an alias: its own catalog row
(`alias_of: null`, `{verb: test, artifact: data-quality}`), `repurpose: true`
(hand-authored). It carries **no logic of its own.**
Execute `.agents/skills/aid-test/SKILL.md` exactly as written, with the verification
**kind bound to data-quality** (capture the dataset/pipeline, which checks -- schema /
freshness / completeness / uniqueness -- and the pass/fail threshold per check). Report
per-check pass/fail with thresholds. Substitute only the invocation name
(`/aid-test-data-quality`) in any printed usage example. Findings route to `/aid-fix`.
