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neurostorm SKILL.md skillA

neurostorm from cuhk-aim-group/neurodiscovery is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add cuhk-aim-group/neurodiscovery/neurostorm@git:20260914.cd009af

Pins git:20260914.cd009af in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: cuhk-aim-group/neurodiscovery
Path: skills/neurostorm/SKILL.md
Versions recorded: 3
Latest version: git:20260914.cd009af, committed Sep 14, 2026
First version recorded: May 5, 2026
Size: 12,701 bytes
Repository stars: 93
License: MIT

Use this skill whenever the user wants to run the NeuroSTORM multi-model fMRI platform: preprocessing, pretraining (MAE or contrastive), fine-tuning, inference, or benchmarking. It covers 8 built-in models — NeuroSTORM, SwiFT, BrainGNN, BrainNetworkTransformer (BNT), LG-GNN, Com-BrainTF, IBGNN, BrainNetCNN — across 3 input modalities (voxel 4D, ROI time series 2D, functional connectivity 2D). Triggers include: 'fMRI', 'NeuroSTORM', 'SwiFT', 'BrainGNN', 'BNT', 'BrainNetCNN', 'LG-GNN'…

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

# NeuroSTORM Skill

## Overview

`neurostorm-skill` wraps the unified **NeuroSTORM fMRI platform** (CUHK-AIM-Group), which, as of the 2026-05-08 release, ships **8 model implementations** under a single training/fine-tuning entry point. Use this skill for the full lifecycle: data download, preprocessing, pretraining, fine-tuning, and inference.

**Supported models (8)**

| Model | Input type | Graph? | Backbone |
|-------|-----------|--------|----------|
| `neurostorm` | voxel (4D) | No | Mamba-SSM |
| `swift` | voxel (4D) | No | Swin 4D Transformer |
| `braingnn` | FC graph (2D) | Yes | GNN |
| `bnt` | FC matrix (2D) | No | Transformer |
| `lggnn` | ROI + FC | Yes | Learnable GNN |
| `combraintf` | FC matrix (2D) | No | Community-aware Transformer |
| `ibgnn` | FC graph (2D) | Yes | Interpretable GNN |
| `brainnetcnn` | FC matrix (2D) | No | CNN |

**Supported tasks**

| ID | Task |
|----|------|
| 1 | Age & Gender Prediction |
| 2 | Phenotype Prediction |
| 3 | Disease Diagnosis |
| 4 | fMRI Retrieval |
| 5 | Task fMRI State Classification |

**Supported datasets:** HCP1200, ABCD, UKB, Cobre, ADHD200, HCPA, HCPD, UCLA, HCPEP, HCPTASK, GOD, NSD, BOLD5000.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add cuhk-aim-group/neurodiscovery/neurostorm@sha256:d1fc20ac6975e052

The line at the top of this page pins the label git:20260914.cd009af, 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](https://markdownregistry.com/badge/art_mgowu2v5zzzm6t2u.svg)](https://markdownregistry.com/a/art_mgowu2v5zzzm6t2u)

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

Versions

The registry has recorded 3 versions of this file, between May 5, 2026 and Sep 14, 2026, about one every 66 days.

version	committed	commit	size	audit
git:20260914.cd009af latest	2026-09-14	cd009af	12,701 B	A	view · diff
git:20260515.bfd8dae	2026-05-15	bfd8dae	12,265 B	A	view · diff
git:20260505.e9ddd22	2026-05-05	e9ddd22	5,325 B	A	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 (12701 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

cuhk-aim-group/neurodiscovery · 93 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mgowu2v5zzzm6t2u
GET https://markdownregistry.com/api/v1/resolve?ref=cuhk-aim-group/neurodiscovery/neurostorm
GET https://markdownregistry.com/api/v1/blob/d1fc20ac6975e05285f6c2f47aee00c2eb5ae0c6782808aad60dfbcafa892911

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.