data-product-operator SKILL.md skillA
data-product-operator from hollandkevint/data-product-operator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hollandkevint/data-product-operator/data-product-operator@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hollandkevint/data-product-operator
- Path
skills/data-product-operator/SKILL.md- Versions recorded
- 1
- Latest version
- v0.1.0, committed Sep 11, 2026
- Size
- 5,738 bytes
- Repository stars
- 5
- License
- MIT
Help a data leader or data product manager choose the next decision, coordinate delivery and review outcomes across one product or a portfolio. Use to establish or improve a data-product operating rhythm, connect existing skills and preserve decision context. Domain agnostic; does not replace the team's tools or grant execution authority.
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 Start with the leader's decision, not a tool or a domain checklist. Ask what someone should be able to do differently because this data product exists. Read existing product briefs, priorities and constraints before asking for more context. Keep company-specific work in its existing approved home. Do not create another tracker or copy private records into this repository. ## Choose the scope Work at the requested level: One decision, one product, one team or a portfolio. Do not turn a small request into an OS installation. Add structure when a recurring handoff or missing decision justifies it. | Scope | Minimum working context | Decision to support | |---|---|---| | Decision | Consumer, intended outcome, evidence and owner | What should happen next? | | Product | Purpose, consumers, definition, dependencies and accepting owner | Build, change, hand off or investigate? | | Team | Current bets, capacity, ownership and blocked handoffs | What should the team finish, stop or renegotiate? | | Portfolio | Products, owners, consumers, outcome evidence, costs and dependencies | Invest, maintain, consolidate or retire? | …
Read the whole file at its exact version.
How to install
mdr add hollandkevint/data-product-operator/data-product-operator@sha256:a26bb194baecde1bThe line at the top of this page pins the label v0.1.0, 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.
[](https://markdownregistry.com/a/art_q65xyanmasdgjm34)
7 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5738 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
hollandkevint/data-product-operator · 5 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_q65xyanmasdgjm34 GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/data-product-operator GET https://markdownregistry.com/api/v1/blob/a26bb194baecde1ba1ebc470d45f89eb669d1baac7b7ed2f199f655a2998a4ed
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.