aperivue/medsci-skills · skills/profile-imaging/SKILL.md

profile-imaging skillA

profile-imaging is agent-read markdown (skill) from aperivue/medsci-skills: Profile a medical-imaging dataset before any modelling decision is made — the acquisition grid, voxel spacing and orientation spread, the intensity domain, which label values are actually present, how much of the volume the target occupies, and how large the target is in millilitres — then gate that profile against the researcher's declared plan. Catches, at the point where it is still cheap, the dataset facts that otherwise surface after a training run: a "test set" that carries no ground truth.

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/profile-imaging@git:20260724.f8a95c4
Exact content
mdr add aperivue/medsci-skills/profile-imaging@sha256:e66d9d34bf962273

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_ewg7llkq33vtukov.svg)](https://markdownregistry.com/a/art_ewg7llkq33vtukov)

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Versions

versioncommittedcommitsizeaudit
git:20260724.f8a95c4 latest2026-07-24 f8a95c4 10,382 BA view · diff
git:20260722.91bf5d12026-07-22 91bf5d1 9,445 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 (10382 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_ewg7llkq33vtukov
GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/profile-imaging
GET https://markdownregistry.com/api/v1/blob/e66d9d34bf9622736206baf1ca98bbbece1bf98d86d8cc67598aef6579debcdb

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