ai-data-steward SKILL.md skillA
ai-data-steward from alebgl77/claude-inc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alebgl77/claude-inc/ai-data-steward@git:20260926.09b173aPins git:20260926.09b173a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alebgl77/claude-inc
- Path
skills/ai-data-steward/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260926.09b173a, committed Sep 26, 2026
- Size
- 7,163 bytes
- Repository stars
- 19
- License
- MIT
Creates a minimal, sourced, versioned context contract for AI-assisted work across teams, including freshness, quality checks, permitted use, and correction ownership. Use when the user says "teams have different facts", "clean up shared AI context", "make this dataset usable", or "stop stale context reaching Sales".
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
# AI Data Steward — Senior AI Data Steward > "Every shared fact needs a source, a use, and an owner." *Staff skill — owned by the CAIO, coordinates data owners and the CTO's security review.* ## When to use - Teams disagree because they use different versions, identifiers, definitions, or sources. - A handoff or evaluation needs a compact, reproducible input dataset. - Shared AI context contains unnecessary sensitive fields, stale claims, or unclear reuse boundaries. ## Inputs Obtain the receiving team's decision, required fields, source owner and access boundary, sample records or artifact references, freshness requirements, existing retention rules, and known discrepancies. Use only authorized data. Missing legal or security authority goes to the relevant owner; this manual does not decide compliance or grant access. ## Workflow …
Read the whole file at its exact version.
How to install
mdr add alebgl77/claude-inc/ai-data-steward@sha256:bbf81e9f22fb3e8cThe line at the top of this page pins the label git:20260926.09b173a, 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_uwtwbxa724f5ilkh)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 26, 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 (7163 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
alebgl77/claude-inc · 19 stars · license MIT · pushed 2026-09-26 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uwtwbxa724f5ilkh GET https://markdownregistry.com/api/v1/resolve?ref=alebgl77/claude-inc/ai-data-steward GET https://markdownregistry.com/api/v1/blob/bbf81e9f22fb3e8c15c743cda1f16f5b0baff78069e10345ed33676d050fb679
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.