authoring-model-cards SKILL.md skillA
authoring-model-cards from maziyarpanahi/openmed is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add maziyarpanahi/openmed/authoring-model-cards@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- maziyarpanahi/openmed
- Path
skills/authoring-model-cards/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 20, 2026
- Size
- 7,312 bytes
- Repository stars
- 5,784
- License
- Apache-2.0
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…
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
# Authoring Model Cards A model card is the honest spec sheet for a model: what it's for, how well it works, where it breaks, and who it might fail. For clinical models this is governance-critical — an undocumented de-id model is one nobody can sign off on. This skill fills a model card directly from OpenMed eval outputs so the numbers are reproducible, not aspirational. ## When to use this skill - You're publishing or updating an OpenMed model and need its card. - You have eval artifacts (`GateReport`, `fairness_report`, `error_report`) and need to turn them into intended-use, metrics, and limitations sections. - A clinical AI governance / model-risk review needs a transparency document. Run the evals **first** (see `evaluating-with-leakage-gates`, `benchmarking-clinical-ner`, `auditing-subgroup-fairness`); this skill documents their results — it does not generate the numbers. ## Card sections (Mitchell et al., + clinical extensions) See `references/model-card-sections.md` for the full section-to-source map. The load-bearing sections for an OpenMed model: - **Model details** — repo id, family, tier, format, params, milestone, license …
Read the whole file at its exact version.
How to install
mdr add maziyarpanahi/openmed/authoring-model-cards@sha256:d9f9243db823fec9The line at the top of this page pins the label v1.0, 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_g6ss3gpixhtdve2i)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 20, 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 (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
maziyarpanahi/openmed · 5,784 stars · license Apache-2.0 · pushed 2026-11-07 · 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 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.