data-governance SKILL.md skillA

data-governance from cbrock84/headcount is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add cbrock84/headcount/data-governance@git:20260916.0e7cd01

Pins git:20260916.0e7cd01 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
cbrock84/headcount
Path
plugins/data-analytics/skills/data-governance/SKILL.md
Versions recorded
2
Latest version
git:20260916.0e7cd01, committed Sep 16, 2026
First version recorded
Aug 29, 2026
Size
3,474 bytes
Repository stars
2,543
License
MIT

Establishes ownership, definitions, quality, access, and lineage for the organization's data. Use this when metrics disagree between teams, when nobody knows which dataset is authoritative, when setting up data ownership or access policy, when data quality is unreliable, or before opening a dataset to a wider audience.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Data governance

Governance has a reputation for bureaucracy because it is usually implemented as approval queues.
Done properly it is the opposite: it makes data usable without asking anyone.

## Start with definitions, not policy

The highest-value governance artifact is a metric dictionary. For each business metric:

- The **plain-language definition** — what it counts, and what it deliberately excludes.
- The **computation**, unambiguously: source table, filters, time grain, timezone.
- The **owner** — a person who decides when it is disputed.
- **Known caveats** — when it is misleading, and what changed historically.

Most metric disputes dissolve once both parties read the same definition and discover they were
measuring different things. Almost none require a policy.

Watch the ones that look obvious. "Active customer," "revenue," and "signup" each have half a dozen
defensible definitions, and the ambiguity surfaces at the worst moment.

## Ownership

Every dataset has a named owner accountable for its quality and access — a person, not a team.
Unowned datasets decay, and nobody notices until a decision is made on stale data.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add cbrock84/headcount/data-governance@sha256:aa1d3f1741a51500

The line at the top of this page pins the label git:20260916.0e7cd01, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_52fusaat3wmbfole.svg)](https://markdownregistry.com/a/art_52fusaat3wmbfole)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Aug 29, 2026 and Sep 16, 2026, about one every 18 days.

versioncommittedcommitsizeaudit
git:20260916.0e7cd01 latest2026-09-16 0e7cd01 3,474 BA view · diff
git:20260829.635d8e82026-08-29 635d8e8 3,135 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (3474 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

cbrock84/headcount · 2,543 stars · license MIT · pushed 2026-10-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_52fusaat3wmbfole
GET https://markdownregistry.com/api/v1/resolve?ref=cbrock84/headcount/data-governance
GET https://markdownregistry.com/api/v1/blob/aa1d3f1741a515005058ce7762a9b36d34f4df8df5950fe6db168f0ea11ebf19

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in cbrock84/headcount

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