mri-research SKILL.md skillA
mri-research from kewang0622/mri-research-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kewang0622/mri-research-skill/mri-research@v0.14.0Pins v0.14.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kewang0622/mri-research-skill
- Path
skills/mri-research/SKILL.md- Versions recorded
- 16
- Latest version
- v0.14.0, committed Oct 31, 2026
- First version recorded
- Sep 20, 2026
- Size
- 4,416 bytes
- Repository stars
- 31
- License
- MIT
Start here when an MRI task matches no specialist skill, spans several areas, or involves image analysis or spectroscopy: DICOM/NIfTI/BIDS and orientation, registration, segmentation, FreeSurfer, fMRI/GLM, MRS quantification (tested alignment, fitting and water referencing), papers, datasets and tools. Holds shared references (tool setup, formats, evaluation, model calibration, project memory) and routes to the specialist skills.
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
# MRFoundry: MRI Research Hub Find the row that matches the task, open that one file or skill, and work from it. ## Route | Task | Go to | |---|---| | Pulse sequences, RF and gradient waveforms, Pulseq export, Bloch simulation | `pulse-sequence-design` skill | | k-space to images; T1/T2/T2*, EPG, water-fat (PDFF), ASL, DCE and QSM maps | `mri-reconstruction` skill (QSM: `scripts/qsm_lib.py`) | | Diffusion (ADC, DTI/DKI, fractions, tractography) | `diffusion-mri` skill | | Hardware, shimming, field maps, SAR, PNS, receiver noise | `mri-hardware` skill | | Trained reconstruction networks | `deep-learning-recon` skill | | Studies, statistics, sample size, write-ups, manuscript reviews, proposals, deliverable checks | `mri-research-workflow` skill (run its writing check and finish check) | | **MR spectroscopy quantification** | `scripts/mrs_lib.py` here (below) and [quantitative MRI and spectroscopy](references/quantitative-and-spectroscopy.md) | | Image analysis: registration, segmentation, FreeSurfer, fMRI/GLM, fMRIPrep | [analysis and processing](references/analysis-processing.md) | …
Read the whole file at its exact version.
How to install
mdr add kewang0622/mri-research-skill/mri-research@sha256:75480b8d8d42ff34The line at the top of this page pins the label v0.14.0, 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_j7vwtbwj4l3liwzh)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 16 versions of this file, between Sep 20, 2026 and Oct 31, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.14.0 latest | 2026-10-31 | e7494be | 4,416 B | A | view · diff |
| v0.13.0 | 2026-10-31 | 4618a27 | 4,416 B | A | view · diff |
| v0.12.0 | 2026-10-31 | 5e72e16 | 4,416 B | A | view · diff |
| v0.11.0 | 2026-10-31 | fd03f30 | 4,340 B | A | view · diff |
| v0.11.0 | 2026-10-31 | e52aacd | 4,577 B | A | view · diff |
| v0.8.0 | 2026-10-10 | 6e4408e | 12,224 B | A | view · diff |
| v0.8.0 | 2026-10-09 | 305d420 | 12,072 B | A | view · diff |
| v0.8.0 | 2026-10-07 | 4cc7dff | 12,097 B | A | view · diff |
| v0.7.0 | 2026-09-29 | c70057d | 11,981 B | A | view · diff |
| v0.7.0 | 2026-09-28 | adaaf21 | 11,432 B | A | view · diff |
| v0.7.0 | 2026-09-28 | 3b06da0 | 11,017 B | A | view · diff |
| v0.7.0 | 2026-09-24 | 90d0c56 | 10,876 B | A | view · diff |
| v0.7.0 | 2026-09-24 | f90c25f | 10,279 B | A | view · diff |
| v0.7.0 | 2026-09-22 | c1cd332 | 9,465 B | A | view · diff |
| v0.6.0 | 2026-09-22 | 6b2c20f | 8,906 B | A | view · diff |
| v0.5.0 | 2026-09-20 | 079337e | 9,444 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 (4416 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
kewang0622/mri-research-skill · 31 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_j7vwtbwj4l3liwzh GET https://markdownregistry.com/api/v1/resolve?ref=kewang0622/mri-research-skill/mri-research GET https://markdownregistry.com/api/v1/blob/75480b8d8d42ff341dd9331df5c8f82177b689d63917156c057c73a0e88079c5
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.