aperivue/medsci-skills · skills/model-sourcing/SKILL.md

model-sourcing skillA

model-sourcing is agent-read markdown (skill) from aperivue/medsci-skills: Vet the concrete third-party model a study will be built on — this repository, this revision, this checkpoint — not the architecture family. Records a model dossier (source and version pin, licence and the file it was read from, intended use, pretrained-weight provenance, model task vs study task, reported validation, what the model was developed on, your evaluation arms) and gates it deterministically. Catches what a licence check and a citation count cannot: an evaluation arm sitting on the be.

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 aperivue/medsci-skills/model-sourcing@git:20260724.3fd1406
Exact content
mdr add aperivue/medsci-skills/model-sourcing@sha256:b2e27cafc5782334

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_dsvlncdjxzkqfrhi.svg)](https://markdownregistry.com/a/art_dsvlncdjxzkqfrhi)

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Versions

versioncommittedcommitsizeaudit
git:20260724.3fd1406 latest2026-07-24 3fd1406 9,185 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 (9185 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

aperivue/medsci-skills · 306 stars · license MIT · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dsvlncdjxzkqfrhi
GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/model-sourcing
GET https://markdownregistry.com/api/v1/blob/b2e27cafc5782334185b0f81aa942fd432c8697d4be92ce0951bc85177efcd75

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