hollandkevint/data-product-operator · skills/arbitrage-audit-data/SKILL.md

arbitrage-audit-data skillA

arbitrage-audit-data is agent-read markdown (skill) from hollandkevint/data-product-operator: 3 diagnostic questions for evaluating data product markets through the arbitrage gap lens. Identifies whether your data product sits on a durable or closing advantage. Use when assessing data product positioning, evaluating market risk, or when someone asks "is AI going to replace this?" or "what's our moat?".

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/arbitrage-audit-data@v0.1.0
Exact content
mdr add hollandkevint/data-product-operator/arbitrage-audit-data@sha256:fda60948b29e8062

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_cgirihdqpqm424ki.svg)](https://markdownregistry.com/a/art_cgirihdqpqm424ki)

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Versions

versioncommittedcommitsizeaudit
v0.1.0 latest2026-04-07 e1a38f1 3,595 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 (3595 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_cgirihdqpqm424ki
GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/arbitrage-audit-data
GET https://markdownregistry.com/api/v1/blob/fda60948b29e8062e944e4fd03198a01a03763f1440fd1ee8d835cce05fbbe2a

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