mri-research-workflow SKILL.md skillA

mri-research-workflow from kewang0622/mri-research-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kewang0622/mri-research-skill/mri-research-workflow@v0.14.0

Pins 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-workflow/SKILL.md
Versions recorded
15
Latest version
v0.14.0, committed Oct 31, 2026
First version recorded
Sep 20, 2026
Size
5,640 bytes
Repository stars
31
License
MIT

Read before designing, analysing, writing up or reviewing an MRI study: results sections with a claim ledger, referee reports, gaps and proposals from a supplied corpus, sample size and repeatability (ICC with CI) from pilot data, group comparisons, cutoffs and held-out splits. Use it, not the method skills, for manuscripts. Prevents overclaiming, numbers that do not match the data, non-verbatim quotes, wrong statistical units and over-limit texts. Ships a writing checker, study statistics and…

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 Workflow (studies, statistics, write-ups, reviews, deliverables)

## Route

| Task | Read | Check before finishing |
|---|---|---|
| Results section, abstract, claim ledger | [write-results](references/write-results.md) | `scripts/write_check.py --claims ...` |
| Methods/statistics review of a manuscript | [write-review](references/write-review.md) | `scripts/write_check.py --quotes ...` |
| Research gap and proposal from a supplied corpus | [write-proposal](references/write-proposal.md) | `scripts/write_check.py --ids ... --schema ...` |
| Repeatability and sample size from pilot data | [plan-sample-size](references/plan-sample-size.md) | `scripts/write_check.py --schema ... --numbers-in ...` |
| Group statistics, repeatability, cutoffs | `scripts/study_stats.py` (table below) | finish check |
| Study or method-comparison design: baselines, endpoints, ablations, failure tests | [evaluation guide](../mri-research/references/evaluation-and-attribution.md) | |
| Paper planning, venues, reviewer responses | [paper-writing guide](references/paper-writing.md) | |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kewang0622/mri-research-skill/mri-research-workflow@sha256:264b3f6d2e8ec97c

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mgokaqmo3x23mzpi.svg)](https://markdownregistry.com/a/art_mgokaqmo3x23mzpi)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 15 versions of this file, between Sep 20, 2026 and Oct 31, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
v0.14.0 latest2026-10-31 bd49b95 5,640 BA view · diff
v0.14.02026-10-31 e7494be 5,654 BA view · diff
v0.13.02026-10-31 4618a27 5,277 BA view · diff
v0.12.02026-10-31 6830dd9 5,277 BA view · diff
v0.12.02026-10-31 f61f2ac 5,268 BA view · diff
v0.8.02026-10-10 6e4408e 8,199 BA view · diff
v0.8.02026-10-09 305d420 8,047 BA view · diff
v0.8.02026-10-07 4cc7dff 8,117 BA view · diff
v0.7.02026-09-29 c70057d 8,271 BA view · diff
v0.7.02026-09-28 adaaf21 7,240 BA view · diff
v0.7.02026-09-28 3b06da0 6,825 BA view · diff
v0.7.02026-09-24 90d0c56 7,273 BA view · diff
v0.7.02026-09-24 f90c25f 6,660 BA view · diff
v0.7.02026-09-22 c1cd332 5,830 BA view · diff
v0.1.02026-09-20 079337e 5,549 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5640 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 · 31 stars · license MIT · pushed 2026-11-05 · 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/264b3f6d2e8ec97cebf4f72e00cb3c7464cae91dd5f2e4e29cc5271628c352ef

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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