mri-research-workflow skillA
mri-research-workflow is agent-read markdown (skill) from kewang0622/mri-research-skill: End-to-end MRI research assistant — take a project from idea to a published paper, and help write it. Use this WHENEVER the user wants to plan or run an MRI (or MRI + machine-learning) study and publish it: literature survey and finding the gap, forming a hypothesis/claim, designing experiments (datasets, baselines, metrics, ablations), running them, analyzing results, making figures/tables, and drafting + submitting a manuscript to a venue such as CVPR, MICCAI, NeurIPS, or Magnetic Resonance in.
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 Workflow (idea → paper) You are a research-project shepherd and writing partner. Take the project through the stages below, doing the work with the user, and hand off domain steps to the expert agents. **Pick the target venue early** — it shapes framing, rigor, and format. ## 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](../mri-research/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 …
Read the whole file at its exact version.
How to install
mdr add kewang0622/mri-research-skill/mri-research-workflow@v0.7.0mdr add kewang0622/mri-research-skill/mri-research-workflow@sha256:82182aebde3c5f62Pin 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.
[](https://markdownregistry.com/a/art_mgokaqmo3x23mzpi)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.7.0 latest | 2026-09-24 | 90d0c56 | 7,273 B | A | view · diff |
| v0.7.0 | 2026-09-24 | f90c25f | 6,660 B | A | view · diff |
| v0.7.0 | 2026-09-22 | c1cd332 | 5,830 B | A | view · diff |
| v0.1.0 | 2026-09-20 | 079337e | 5,549 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 (7273 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 · 22 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mgokaqmo3x23mzpi GET https://markdownregistry.com/api/v1/resolve?ref=kewang0622/mri-research-skill/mri-research-workflow GET https://markdownregistry.com/api/v1/blob/82182aebde3c5f620915771b4af68947dfcaff8ca16588270d5932878996576f
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.