CLAUDE.mdA

CLAUDE.md from hollandkevint/data-product-operator is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.

Install it, pinned
mdr add hollandkevint/data-product-operator/CLAUDE.md@git:20261103.2939ae2

Pins git:20261103.2939ae2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
CLAUDE.md file
Repository
hollandkevint/data-product-operator
Path
CLAUDE.md
Versions recorded
7
Latest version
git:20261103.2939ae2, committed Nov 3, 2026
First version recorded
Feb 20, 2026
Size
6,725 bytes
Repository stars
5
License
MIT

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 Product Operator

An operating system for data leaders and data product managers, with reusable skills, decision records and workflow handoffs. Keep the top-level positioning domain agnostic.

Skill discovery depends on the host. Slash commands produce structured artifacts (PRDs, quality reviews, stakeholder briefs). Core data-product skills apply across domains; use healthcare-specific skills when the project calls for them.

## Voice

Write like a practitioner, not a consultant. Use supported numbers, sourced or clearly synthetic examples, and concrete checks. Use the reader's domain; do not default to healthcare.

NEVER use: leverage, utilize, synergy, robust, seamless, comprehensive, delve, pivotal, furthermore, notably, "drive insights", "leverage data assets", or Gartner-speak.

ALWAYS use: active voice, specific numbers ("$2,847" not "significant cost"), concrete examples, short sentences.

## DPOS Framework Context
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hollandkevint/data-product-operator/CLAUDE.md@sha256:8b47d5114d767018

The line at the top of this page pins the label git:20261103.2939ae2, 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_p7cl24ph7jqu3slg.svg)](https://markdownregistry.com/a/art_p7cl24ph7jqu3slg)

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

Versions

The registry has recorded 7 versions of this file, between Feb 20, 2026 and Nov 3, 2026, about one every 43 days.

versioncommittedcommitsizeaudit
git:20261103.2939ae2 latest2026-11-03 2939ae2 6,725 BA view · diff
git:20260911.52ac5442026-09-11 52ac544 6,203 BA view · diff
git:20260909.40962022026-09-09 4096202 4,608 BA view · diff
git:20260220.b2b7f452026-02-20 b2b7f45 4,207 BA view · diff
git:20260220.57917502026-02-20 5791750 3,616 BA view · diff
git:20260220.b70a1112026-02-20 b70a111 3,581 BA view · diff
git:20260220.289e6502026-02-20 289e650 3,407 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (6725 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 · 5 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p7cl24ph7jqu3slg
GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/CLAUDE.md
GET https://markdownregistry.com/api/v1/blob/8b47d5114d767018a636e95b8cafbc896c9a1f41f7be12325b47ea413b0e406f

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: what a CLAUDE.md file is · keeping AGENTS.md and CLAUDE.md in sync · which agent file does what.

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