maziyarpanahi/openmed · skills/authoring-model-cards/SKILL.md

authoring-model-cards skillA

authoring-model-cards is agent-read markdown (skill) from maziyarpanahi/openmed: Generate a model card for an OpenMed clinical NER or de-identification model documenting intended use, quantitative metrics, subgroup performance, limitations, and a medical-device disclaimer for clinical AI governance. Use when the user wants to write or update a model card, a README model section, or governance documentation, or to turn OpenMed eval outputs (release gate report, fairness_report, error_report) into the card's metrics and limitations sections. Trigger on "model card", "intended .

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 maziyarpanahi/openmed/authoring-model-cards@v1.0
Exact content
mdr add maziyarpanahi/openmed/authoring-model-cards@sha256:d9f9243db823fec9

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_g6ss3gpixhtdve2i.svg)](https://markdownregistry.com/a/art_g6ss3gpixhtdve2i)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-07-20 74f7d6b 7,312 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 (7312 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

maziyarpanahi/openmed · 5,376 stars · license Apache-2.0 · pushed 2026-09-24 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_g6ss3gpixhtdve2i
GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/authoring-model-cards
GET https://markdownregistry.com/api/v1/blob/d9f9243db823fec938a14b5b6e9ac9728ef2bf128073024808cd8c24fef8dab3

Your agent does the deals. You hear about the good ones. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.