hollandkevint/data-product-operator · skills/data-consumer-discovery/SKILL.md

data-consumer-discovery skillA

data-consumer-discovery is agent-read markdown (skill) from hollandkevint/data-product-operator: Discover what internal data consumers actually need. Adapted Mom Test and JTBD for data teams. Use when conducting user research, interviewing stakeholders, gathering consumer requirements, running discovery sessions, or when someone asks "what do they need?" or "how do I figure out what to build?".

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-consumer-discovery@v0.1.0
Exact content
mdr add hollandkevint/data-product-operator/data-consumer-discovery@sha256:de0059e5d3bb2f7d

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_g5svzqx7bybkyyin.svg)](https://markdownregistry.com/a/art_g5svzqx7bybkyyin)

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Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-02-20 b2b7f45 4,385 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 (4385 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_g5svzqx7bybkyyin
GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/data-consumer-discovery
GET https://markdownregistry.com/api/v1/blob/de0059e5d3bb2f7d7094cc0b7106270cfa8d35d20a04302e2c60799078136547

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