imaging-data-commons SKILL.md skillA
imaging-data-commons from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add foryourhealth111-pixel/vibe-skills/imaging-data-commons@v1.3.1Pins v1.3.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- foryourhealth111-pixel/vibe-skills
- Path
bundled/skills/imaging-data-commons/SKILL.md- Versions recorded
- 2
- Latest version
- v1.3.1, committed Apr 30, 2026
- First version recorded
- Mar 3, 2026
- Size
- 34,791 bytes
- Repository stars
- 3,805
- License
- Apache-2.0
Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.
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
# Imaging Data Commons
## Overview
Use the `idc-index` Python package to query and download public cancer imaging data from the National Cancer Institute Imaging Data Commons (IDC). No authentication required for data access.
## Routing Boundary
Use this skill for NCI Imaging Data Commons, IDC, TCIA cancer imaging cohorts, DICOMWeb, public cancer imaging data, radiology datasets, and DICOM imaging cohort retrieval. This is not generic Data Commons, public statistical data, population indicators, statistical variables, DCIDs, PubMed, ClinicalTrials.gov, or generic public dataset search.
**Current IDC Data Version: v23** (always verify with `IDCClient().get_idc_version()`)
**Primary tool:** `idc-index` ([GitHub](https://github.com/imagingdatacommons/idc-index))
**CRITICAL - Check package version and upgrade if needed (run this FIRST):**
```python
import idc_index
REQUIRED_VERSION = "0.11.9" # Must match metadata.idc-index in this file
installed = idc_index.__version__
if installed < REQUIRED_VERSION:
print(f"Upgrading idc-index from {installed} to {REQUIRED_VERSION}...")
import subprocess
…Read the whole file at its exact version.
How to install
mdr add foryourhealth111-pixel/vibe-skills/imaging-data-commons@sha256:2970eafcace7606fThe line at the top of this page pins the label v1.3.1, 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_qbfwj5jatjtae253)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 3, 2026 and Apr 30, 2026, about one every 58 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.3.1 latest | 2026-04-30 | d80dd49 | 34,791 B | A | view · diff |
| v1.3.1 | 2026-03-03 | 491ea97 | 34,422 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 (34791 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
foryourhealth111-pixel/vibe-skills · 3,805 stars · license Apache-2.0 · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qbfwj5jatjtae253 GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/imaging-data-commons GET https://markdownregistry.com/api/v1/blob/2970eafcace7606f69e2b09fe6d07c4723b7da8873b90ba16399d991bd3aea2b
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.
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