model-card SKILL.md skillA
model-card from aperivue/medsci-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aperivue/medsci-skills/model-card@git:20261003.28fe41bPins git:20261003.28fe41b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aperivue/medsci-skills
- Path
skills/model-card/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261003.28fe41b, committed Oct 3, 2026
- First version recorded
- Jun 28, 2026
- Size
- 6,170 bytes
- Repository stars
- 366
- License
- MIT
Use when a trained medical-imaging model needs its documentation. Fills a Model Card and a Datasheet for its dataset from facts you supply, adds a METRIC-informed data-quality pass and gates that no required section is empty. Never invents numbers, provenance or licence.
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
# Model-Card Skill ## Purpose This skill produces the **documentation an engineer-built medical-imaging model must carry**: a **Model Card** (intended use, out-of-scope use, training data, per-subgroup performance, caveats), a **Datasheet** for its dataset (provenance, composition, collection, labelling, consent), and a **METRIC-informed data-quality pass**. It fills the templates **from facts the user supplies** — it never invents a number, a provenance detail, a consent status, or a licence — and ships a deterministic gate that no required section is missing or left as an unfilled `[NEEDS INPUT]` placeholder. It is the **reporting** seam of the model-engineering lane: after `/model-assessment` audits the design and produces the numbers, this skill records them in a portable, auditable card that `/write-paper` and `/check-reporting` consume. It mirrors `/version-dataset` structurally (generate + deterministic verify). ## When to use - A trained model needs a Model Card / Datasheet for a repo, Hugging Face card, or manuscript supplement. ## When NOT to use - Auditing the validation design / metrics → `/model-assessment`. …
Read the whole file at its exact version.
How to install
mdr add aperivue/medsci-skills/model-card@sha256:1142a758099a9471The line at the top of this page pins the label git:20261003.28fe41b, 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_usk5dwhizugdgcul)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 28, 2026 and Oct 3, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261003.28fe41b latest | 2026-10-03 | 28fe41b | 6,170 B | A | view · diff |
| git:20260930.c8ed96c | 2026-09-30 | c8ed96c | 5,331 B | A | view · diff |
| git:20260930.30387c2 | 2026-09-30 | 30387c2 | 5,346 B | A | view · diff |
| git:20260930.e4f475f | 2026-09-30 | e4f475f | 5,747 B | A | view · diff |
| git:20260628.e274b08 | 2026-06-28 | e274b08 | 5,807 B | A | view |
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 (6170 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
aperivue/medsci-skills · 366 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_usk5dwhizugdgcul GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/model-card GET https://markdownregistry.com/api/v1/blob/1142a758099a9471b90bbb131c4db6bd94f24cef0fe70614c500cc54e107d504
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.
More from aperivue/medsci-skills
Every file in aperivue/medsci-skills