jmagly/aiwg · agentic/code/addons/dataset-intelligence/skills/dataset-trace/SKILL.md

dataset-trace skillA

dataset-trace is agent-read markdown (skill) from jmagly/aiwg: Explain dataset, record, field, index, graph, and export lineage using evidence-bearing bounded queries..

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 jmagly/aiwg/dataset-trace@v1.0.0
Exact content
mdr add jmagly/aiwg/dataset-trace@sha256:af5a6f17a0a28030

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_losms7j4oiikxfmv.svg)](https://markdownregistry.com/a/art_losms7j4oiikxfmv)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-03 50ae697 990 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 (990 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

jmagly/aiwg · 211 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_losms7j4oiikxfmv
GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/dataset-trace
GET https://markdownregistry.com/api/v1/blob/af5a6f17a0a2803055323b99095f4566bfb345b1839cfa6fb30adce486461817

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