hollandkevint/data-product-operator · skills/data-quality-assessment/SKILL.md

data-quality-assessment skillA

data-quality-assessment is agent-read markdown (skill) from hollandkevint/data-product-operator: Systematic data quality evaluation covering completeness, accuracy, timeliness, consistency, and validity. Use when assessing data pipelines, reviewing data product quality, auditing data sources, defining quality SLAs, building data quality monitors, or when someone asks "is this data trustworthy?" or "how do we measure data quality?".

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add hollandkevint/data-product-operator/data-quality-assessment@v0.1.0
Exact content
mdr add hollandkevint/data-product-operator/data-quality-assessment@sha256:131b96e2b854a26b

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_a2fbklpfgnrlur3s.svg)](https://markdownregistry.com/a/art_a2fbklpfgnrlur3s)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-02-19 7457173 3,411 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3411 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

hollandkevint/data-product-operator · 3 stars · license MIT · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_a2fbklpfgnrlur3s
GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/data-quality-assessment
GET https://markdownregistry.com/api/v1/blob/131b96e2b854a26b544d6310b778420833148350c840b7729b512e51b9e7b306

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.