hollandkevint/data-product-operator · skills/metrics-definition/SKILL.md

metrics-definition skillA

metrics-definition is agent-read markdown (skill) from hollandkevint/data-product-operator: Precise metric definitions for data products. Outcome metric trees, naming conventions, grain specification, and the "what does this number mean?" problem. Use when defining KPIs, writing metric specifications, resolving conflicting metric definitions, building a metrics catalog, or when someone asks "how should we measure success?" or "why don't these numbers match?".

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/metrics-definition@v0.1.0
Exact content
mdr add hollandkevint/data-product-operator/metrics-definition@sha256:801e3c0de54dd437

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_ewtcpun62abdwdll.svg)](https://markdownregistry.com/a/art_ewtcpun62abdwdll)

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Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-02-20 b70a111 4,332 BA view · diff
v0.1.02026-02-19 7457173 3,877 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 (4332 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_ewtcpun62abdwdll
GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/metrics-definition
GET https://markdownregistry.com/api/v1/blob/801e3c0de54dd437e63bc19f5a13735da17e7864f5befd345b22c2b9aaeaf5a3

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