vm0-ai/vm0-skills · data-profiling/SKILL.md

data-profiling skillA

data-profiling is agent-read markdown (skill) from vm0-ai/vm0-skills: Profile datasets for schema, distributions, nulls, cardinality, outliers, relationships, and data quality..

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 vm0-ai/vm0-skills/data-profiling@git:20260709.c4cfc48
Exact content
mdr add vm0-ai/vm0-skills/data-profiling@sha256:2474afd695d982bf

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_4czm54hjmonpgzba.svg)](https://markdownregistry.com/a/art_4czm54hjmonpgzba)

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Versions

versioncommittedcommitsizeaudit
git:20260709.c4cfc48 latest2026-07-09 c4cfc48 8,185 BA view · diff
git:20260417.8c5d7c12026-04-17 8c5d7c1 8,393 BA view · diff
git:20260417.b284b7a2026-04-17 b284b7a 8,653 BA view · diff
git:20260313.d7233e42026-03-13 d7233e4 8,534 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 (8185 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

vm0-ai/vm0-skills · 76 stars · license none · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4czm54hjmonpgzba
GET https://markdownregistry.com/api/v1/resolve?ref=vm0-ai/vm0-skills/data-profiling
GET https://markdownregistry.com/api/v1/blob/2474afd695d982bf7855ca64f6da563a525ce313f4014744c02b77aaef535c38

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