k-dense-ai/scientific-agent-skills · skills/imaging-data-commons/SKILL.md

imaging-data-commons skillA

imaging-data-commons is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Query and download public cancer imaging data from NCI Imaging Data Commons. Invoke for any question about IDC collections, cancer imaging datasets, DICOM data access, radiology (CT, MR, PET) or pathology AI training sets, metadata queries, visualization, or license checks — even when the user doesn't explicitly mention "IDC". No authentication required..

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 k-dense-ai/scientific-agent-skills/imaging-data-commons@v1.5
Exact content
mdr add k-dense-ai/scientific-agent-skills/imaging-data-commons@sha256:27ceb36b3ee1d696

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_pbcjnlhouw7pko5u.svg)](https://markdownregistry.com/a/art_pbcjnlhouw7pko5u)

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Versions

versioncommittedcommitsizeaudit
v1.5 latest2026-08-10 aaf763c 30,399 BA view · diff
v1.42026-07-31 4226ca8 23,173 BA view · diff
v1.32026-07-28 0e45106 23,173 BA view · diff
v1.22026-07-26 2f2022d 22,403 BA view · diff
v1.12026-07-26 b085e11 37,260 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 (30399 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

k-dense-ai/scientific-agent-skills · 45,352 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pbcjnlhouw7pko5u
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/imaging-data-commons
GET https://markdownregistry.com/api/v1/blob/27ceb36b3ee1d696426e547c03e9f94511eb5ac8437247fd22fe7856fe54eefc

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