Home / kewang0622 / mri-research-skill · skills/mri-research/SKILL.md · GitHub

mri-research skillA

mri-research is agent-read markdown (skill) from kewang0622/mri-research-skill: The generalist navigator and curated reference hub for MRI research — use it for orientation, cross-domain questions, and the canonical paper / course / dataset / toolbox across the whole MRI pipeline: MR physics and k-space, acquisition, reconstruction, image analysis, quantitative MRI and spectroscopy, hardware, data formats, and publishing. This hub also OWNS image-level analysis, which no sibling skill covers: fMRI and GLM analysis, BIDS, DICOM/NIfTI conversion, FreeSurfer, segmentation, reg.

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.

What the file says

# MRI Research Hub

## Project research memory

For project experiments, read `.mri-research/INDEX.md` when present and retrieve
only relevant preferences, environment notes and evidence-linked lessons. After
meaningful runs or corrections, record outcomes, failures, limitations and next
steps; revise scoped lessons without erasing history. Keep user preferences
separate from scientific findings. Use the [project memory workflow](references/project-memory.md)
to initialize the folder or connect project `CLAUDE.md` / `AGENTS.md`. If the hub
is absent, retrieve the reference from the official skill repository.

## Tool setup before execution

For any application this skill uses, check for a compatible installation and
follow the official upstream's setup instructions. Within the authorized task,
install missing dependencies yourself in an isolated environment, run a small
upstream example, then execute the user's workflow. Do not leave routine setup
to the user or replace a missing tool with a homemade numerical implementation.
Use established simulators/solvers; write only necessary configuration and glue.
If blocked, report the actual obstacle and an established alternative.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add kewang0622/mri-research-skill/mri-research@v0.7.0
Exact content
mdr add kewang0622/mri-research-skill/mri-research@sha256:b3e698add5e6a4d6

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_j7vwtbwj4l3liwzh.svg)](https://markdownregistry.com/a/art_j7vwtbwj4l3liwzh)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v0.7.0 latest2026-09-24 90d0c56 10,876 BA view · diff
v0.7.02026-09-24 f90c25f 10,279 BA view · diff
v0.7.02026-09-22 c1cd332 9,465 BA view · diff
v0.6.02026-09-22 6b2c20f 8,906 BA view · diff
v0.5.02026-09-20 079337e 9,444 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 (10876 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

kewang0622/mri-research-skill · 22 stars · license MIT · pushed 2026-09-24 · 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/b3e698add5e6a4d6ad2ecf3d7512a355a55d42c88fedfbb0685501204c23abd6

Your agent 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.

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