cuhk-aim-group/neurodiscovery
102 instruction files for AI agents, collected from cuhk-aim-group/neurodiscovery. Install any of them at an exact version with mdr add cuhk-aim-group/neurodiscovery/<name>.
git:20261023.f74c2bd · audit A · 93 stars
abcd-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/abcd-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the ABCD Study dataset, including controlled access…
git:20261023.f74c2bd · audit A · 93 stars
abide-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/abide-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the ABIDE (Autism Brain Imaging Data Exchange)…
git:20261023.f74c2bd · audit A · 93 stars
academic-research-hub SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/academic-research-hub/SKILL.md · Use this skill when users need to search academic papers, download research documents, extract citations, or gather…
git:20261023.f74c2bd · audit A · 93 stars
adhd200-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/adhd200-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the ADHD-200 dataset, including download, BIDS…
git:20261023.f74c2bd · audit A · 93 stars
adni-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/adni-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for ADNI or ADNI-DOD data, including controlled LONI IDA…
git:20261023.f74c2bd · audit A · 93 stars
aibl-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/aibl-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the AIBL (Australian Imaging, Biomarkers and…
git:20261023.f74c2bd · audit A · 93 stars
aomic-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/aomic-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the AOMIC (Amsterdam Open MRI Collection) dataset…
git:20261023.f74c2bd · audit A · 93 stars
asl-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/asl-skill/SKILL.md · Use this skill whenever the user wants to process Arterial Spin Labeling (ASL) perfusion MRI data including CBF…
git:20261023.f74c2bd · audit A · 93 stars
beautiful-log SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/beautiful-log/SKILL.md · Use this skill after a conversation or task is completed when the user wants a clean, beautiful HTML chat log. It keeps…
git:20261023.f74c2bd · audit A · 93 stars
bids-organizer SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/bids-organizer/SKILL.md · Use this skill whenever the user wants to automatically organize raw neuroimaging data (DICOM, NIfTI, EEG, etc.) into a…
git:20261023.f74c2bd · audit A · 93 stars
bnt SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/bnt/SKILL.md · Use this model doc whenever the user wants to run BrainNetworkTransformer for fMRI phenotype prediction, including data…
git:20261023.f74c2bd · audit A · 93 stars
bold5000-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/bold5000-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the BOLD5000 dataset, including download, BIDS…
git:20261023.f74c2bd · audit A · 93 stars
brain-age-modeling SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/brain-age-modeling/SKILL.md · Use this skill whenever the user wants brain-age prediction, predicted-age bias correction, Brain-PAD/brain-age gap…
git:20261023.f74c2bd · audit A · 93 stars
brain-visualization SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/brain-visualization/SKILL.md · Use this skill whenever the user wants to visualize neuroimaging analysis results, including 3D brain connectivity…
git:20261023.f74c2bd · audit A · 93 stars
braingnn SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/brain_gnn/SKILL.md · Use this model doc whenever the user wants to run BrainGNN for fMRI phenotype prediction, including graph construction…
git:20261023.f74c2bd · audit A · 93 stars
brainnetcnn SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/brainnetcnn/SKILL.md · Use this model skill whenever the user wants to train, evaluate, or apply BrainNetCNN to dense ROI-by-ROI structural or…
git:20261023.f74c2bd · audit A · 93 stars
camcan-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/camcan-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Cam-CAN (Cambridge Centre for Ageing and…
git:20261023.f74c2bd · audit A · 93 stars
causal-treatment-models SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/causal-treatment-models/SKILL.md · Use this skill whenever the scientific target is a treatment effect rather than ordinary outcome prediction: propensity…
git:20260825.cbd02ff · audit A · 93 stars
claw-shell SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/claw-shell/SKILL.md · Use this skill whenever any NeuroRuntime skill, sub-agent, or model needs to execute shell commands safely (e.g. source…
git:20261023.f74c2bd · audit A · 93 stars
cnn3d SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/cnn3d/SKILL.md · Use this model skill whenever the user wants a compact residual 3D convolutional neural network for voxel-level…
git:20261023.f74c2bd · audit A · 93 stars
cobre-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/cobre-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the COBRE dataset, including download, BIDS…
git:20261023.f74c2bd · audit A · 93 stars
combraintf SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/combraintf/SKILL.md · Use this model doc whenever the user wants to run Com-BrainTF (Community-aware Brain Transformer) for fMRI phenotype…
git:20261023.f74c2bd · audit A · 93 stars
conda-env-manager SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/conda-env-manager/SKILL.md · Create, inspect, export, update or clone a Conda environment with explicit package targets and execution receipts. Use…
git:20261014.f405841 · audit A · 93 stars
conn-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/conn-tool/SKILL.md · Use this skill whenever the user wants to perform advanced functional connectivity (ROI-to-ROI, seed-to-voxel, ICA) or…
git:20261023.f74c2bd · audit A · 93 stars
connectome-discovery SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/connectome-discovery/SKILL.md · Use this workflow skill whenever the user wants to turn connectome-model outputs into network discoveries: compare…
git:20260825.cbd02ff · audit A · 93 stars
cpm SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/cpm/SKILL.md · Use this model skill whenever the user wants Connectome Predictive Modeling with fold-local functional-connectivity…
git:20260825.cbd02ff · audit A · 93 stars
ctp-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/ctp-skill/SKILL.md · Process 4D CT perfusion (CTP) time series and supplied Tmax, CBF, CBV and MTT maps, including rigid motion correction…
git:20260914.cfc1dd5 · audit A · 93 stars
dcm2nii SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/dcm2nii/SKILL.md · Use this skill whenever the user wants to convert DICOM files or folders to NIfTI format (.nii or .nii.gz), extract…
git:20261023.f74c2bd · audit A · 93 stars
dependency-planner SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/dependency-planner/SKILL.md · Use this skill whenever a NeuroRuntime skill, model, or sub-agent reports a missing dependency (e.g. ImportError…
git:20261023.f74c2bd · audit A · 93 stars
detrending SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/detrending/SKILL.md · Use this model doc whenever the user wants to perform neuroimaging signal denoising with classical detrending methods…
git:20260505.e9ddd22 · audit A · 93 stars
dictlearning SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/dictlearning/SKILL.md · Use this model doc whenever the user wants to perform resting-state network decomposition using DictLearning. This is a…
git:20260505.e9ddd22 · audit A · 93 stars
dipy-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/dipy-tool/SKILL.md · Use this skill whenever any NeuroClaw diffusion MRI / DWI modality skill needs to execute concrete DIPY operations…
git:20260506.86420c0 · audit A · 93 stars
dmt-har-med-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/dmt-har-med-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the DMT-HAR-MED dataset (ds006644), including…
git:20260505.e9ddd22 · audit A · 93 stars
docker-env-manager SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/docker-env-manager/SKILL.md · Use this skill whenever the user wants to pull, run, build, compose, list, prune, manage, or otherwise handle Docker…
git:20260506.86420c0 · audit A · 93 stars
dwi-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/dwi-skill/SKILL.md · Use this skill whenever the user wants to preprocess diffusion MRI / DWI data, compute diffusion metrics (FA/MD/AD/RD…
git:20260506.86420c0 · audit B · 93 stars
eeg-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/eeg-skill/SKILL.md · Use this skill whenever the user wants to load, preprocess, epoch, filter, or extract features from EEG data…
git:20260506.86420c0 · audit A · 93 stars
experiment-controller SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/experiment-controller/SKILL.md · Use this skill whenever the user wants to execute experiments based on a finalized method and record results. Triggers…
git:20260506.86420c0 · audit A · 93 stars
filtering SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/filtering/SKILL.md · Use this model doc whenever the user wants to perform neuroimaging signal denoising with classical temporal filtering…
git:20260505.e9ddd22 · audit A · 93 stars
fm_app SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/fm_app/SKILL.md · Use this model doc whenever the user wants to run FM-APP for phenotype prediction using fMRI ROI features and optional…
git:20260506.f8d0216 · audit A · 93 stars
fmri-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/fmri-skill/SKILL.md · Use this skill whenever the user wants to perform fMRI preprocessing, first-level analysis, ROI extraction, functional…
git:20260506.86420c0 · audit A · 93 stars
fmriprep-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/fmriprep-tool/SKILL.md · Use this skill whenever the user wants to perform standardized preprocessing of functional MRI (fMRI) and anatomical…
git:20260505.e9ddd22 · audit A · 93 stars
freesurfer-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/freesurfer-tool/SKILL.md · Plan or run FreeSurfer recon-all from structural MRI, resume an existing subject, or validate surfaces, segmentations…
git:20261014.f405841 · audit A · 93 stars
fsl-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/fsl-tool/SKILL.md · Plan or run FSL structural, functional and diffusion MRI commands. Choose the requested analysis stage from the…
git:20261014.f405841 · audit A · 93 stars
git-essentials SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/git-essentials/SKILL.md · Essential Git commands and workflows for version control, branching, and collaboration.
git:20260506.86420c0 · audit A · 93 stars
git-workflows SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/git-workflows/SKILL.md · Advanced git operations beyond add/commit/push. Use when rebasing, bisecting bugs, using worktrees for parallel…
git:20260506.86420c0 · audit A · 93 stars
glm SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/glm/SKILL.md · Use this model doc whenever the user wants to run a classical General Linear Model (GLM) for task-evoked fMRI…
git:20260825.cbd02ff · audit A · 93 stars
harmonization-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/harmonization-tool/SKILL.md · Use this skill whenever the user wants to remove site/scanner/batch effects from neuroimaging features before running…
git:20260523.efa9db2 · audit A · 93 stars
harness-core SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/harness-core/SKILL.md · Core harness library providing standardized self-verification, checkpoint management, drift detection, and audit…
git:20260506.86420c0 · audit A · 93 stars
hbn-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/hbn-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Healthy Brain Network (HBN) dataset, including…
git:20260506.f8d0216 · audit A · 93 stars
hcpa-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/hcpa-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the HCP Aging (HCP-A) dataset, including dataset…
git:20260825.f7533a2 · audit A · 93 stars
hcpd-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/hcpd-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the HCP Development (HCP-D) dataset, including…
git:20260506.f8d0216 · audit A · 93 stars
hcpep-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/hcpep-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the HCP Early Psychosis (HCP-EP) dataset, including…
git:20260506.f8d0216 · audit A · 93 stars
hcppipeline-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/hcppipeline-tool/SKILL.md · Use this skill whenever the user wants to perform high-quality, HCP-style preprocessing of multimodal MRI data…
git:20260506.86420c0 · audit A · 93 stars
hcpya-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/hcpya-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the HCP Young Adult (HCP-YA / HCP1200) dataset…
git:20260825.f7533a2 · audit A · 93 stars
hierarchical SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/hierarchical/SKILL.md · Use this model doc whenever the user wants to perform brain parcellation using Hierarchical clustering. This is a…
git:20260505.e9ddd22 · audit A · 93 stars
ibgnn SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/ibgnn/SKILL.md · Use this model doc whenever the user wants to run IBGNN (Interpretable Brain Graph Neural Network) for fMRI phenotype…
git:20260519.c62dcfb · audit A · 93 stars
ica SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/ica/SKILL.md · Use this model doc whenever the user wants to perform resting-state network decomposition using ICA. This is a…
git:20260505.e9ddd22 · audit A · 93 stars
imaging-genetics-models SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/imaging-genetics-models/SKILL.md · Use this skill whenever the user needs imaging-genetics analysis: variant-imaging association scans, kinship-aware…
git:20260825.cbd02ff · audit A · 93 stars
ixi-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/ixi-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the IXI (Information eXtraction from Images) dataset…
git:20260506.f8d0216 · audit A · 93 stars
kg-link-prediction SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/kg-link-prediction/SKILL.md · Use this skill whenever the user wants knowledge-graph embeddings or graph neural link prediction over NeuroOracle…
git:20260825.cbd02ff · audit A · 93 stars
kmeans SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/kmeans/SKILL.md · Use this model doc whenever the user wants to perform brain parcellation using K-means. This is a non-deep-learning…
git:20260825.cbd02ff · audit A · 93 stars
knowledge-graph-builder SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/knowledge-graph-builder/SKILL.md · Use this skill when users need to build, populate, or extend a domain-specific knowledge graph from literature and…
git:20260914.cd009af · audit A · 93 stars
lggnn SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/lggnn/SKILL.md · Use this model doc whenever the user wants to run LG-GNN (Local-to-Global GNN) for fMRI phenotype prediction. LG-GNN is…
git:20260519.c62dcfb · audit A · 93 stars
meg-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/meg-skill/SKILL.md · Use this skill whenever the user wants to process MEG (magnetoencephalography) data including source localization…
git:20260506.f8d0216 · audit A · 93 stars
method-design SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/method-design/SKILL.md · Use this skill whenever the user wants to formalize a network architecture and derive theoretical components from a…
git:20260529.18bb4b7 · audit A · 93 stars
mnd-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/mnd-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Motor Neuron Disease (MND) dataset from OpenNeuro…
git:20260506.f8d0216 · audit A · 93 stars
mne-eeg-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/mne-eeg-tool/SKILL.md · Use this skill whenever any NeuroClaw modality skill (especially eeg-skill) needs to execute concrete MNE-Python…
git:20260506.86420c0 · audit A · 93 stars
model-interpretability SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/model-interpretability/SKILL.md · Export trained-model attention weights, target-specific Integrated Gradients or Grad-CAM, patient-level feature…
git:20260914.cfc1dd5 · audit A · 93 stars
mschallenge-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/mschallenge-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Longitudinal MS Lesion Segmentation Challenge…
git:20260506.f8d0216 · audit A · 93 stars
multi-search-engine SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/multi-search-engine/SKILL.md · Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters…
git:20260506.86420c0 · audit A · 93 stars
neuroimaging-decoding SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/neuroimaging-decoding/SKILL.md · Use this skill whenever the user needs multivariate neuroimaging decoding or spatial statistical maps from ROI or voxel…
git:20260825.cbd02ff · audit A · 93 stars
neurostorm SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/neurostorm/SKILL.md · Use this skill whenever the user wants to run the NeuroSTORM multi-model fMRI platform: preprocessing, pretraining (MAE…
git:20260914.cd009af · audit A · 93 stars
nibabel-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/nibabel-skill/SKILL.md · Use this skill whenever NeuroClaw needs concrete nibabel operations for neuroimaging files: loading and validating…
git:20260506.86420c0 · audit A · 93 stars
nifd-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/nifd-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Neuroimaging in Frontotemporal Dementia (NIFD)…
git:20260825.f7533a2 · audit A · 93 stars
nii2dcm SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/nii2dcm/SKILL.md · Use this skill whenever the user wants to convert NIfTI files (.nii or .nii.gz) to DICOM format, create DICOM series…
git:20260506.86420c0 · audit A · 93 stars
nilearn-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/nilearn-tool/SKILL.md · Use this skill whenever any NeuroClaw fMRI modality skill needs to execute concrete Nilearn operations: ROI/atlas…
git:20260506.86420c0 · audit A · 93 stars
nsd-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/nsd-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Natural Scenes Dataset (NSD), including data…
git:20260506.f8d0216 · audit A · 93 stars
oasis-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/oasis-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the OASIS (Open Access Series of Imaging Studies)…
git:20260506.f8d0216 · audit A · 93 stars
overleaf-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/overleaf-skill/SKILL.md · Use this skill whenever the user wants to synchronize NeuroClaw-generated LaTeX manuscripts with Overleaf, read/write…
git:20260506.86420c0 · audit A · 93 stars
paper-writing SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/paper-writing/SKILL.md · Use this skill whenever the user wants to generate a full academic paper draft from existing research materials…
git:20260506.86420c0 · audit A · 93 stars
pet-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/pet-skill/SKILL.md · Use this skill whenever the user wants to process PET neuroimaging data including spatial normalization to T1w/MNI…
git:20260506.f8d0216 · audit A · 93 stars
pnc-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/pnc-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Philadelphia Neurodevelopmental Cohort (PNC)…
git:20260506.f8d0216 · audit A · 93 stars
ppmi-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/ppmi-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Parkinson's Progression Markers Initiative (PPMI)…
git:20260825.f7533a2 · audit A · 93 stars
qsiprep-tool SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/qsiprep-tool/SKILL.md · Use this skill whenever the user wants to run QSIPrep (BIDS App) for diffusion MRI (DWI) preprocessing with…
git:20260506.86420c0 · audit A · 93 stars
research-idea SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/research-idea/SKILL.md · Use this skill whenever the user wants to generate or refine a research idea through literature search and discussion…
git:20260506.86420c0 · audit A · 93 stars
rest-mneta-mdd-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/rest-mneta-mdd-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the REST-meta-MDD (Resting-State Meta-Major…
git:20260506.f8d0216 · audit A · 93 stars
run_models SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/run_models/SKILL.md · Use this skill whenever the user wants to run phenotype-prediction models, browse model cards, map model…
git:20260914.cfc1dd5 · audit A · 93 stars
scan-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/scan-skill/SKILL.md · Use this skill for the Standardized Centralized Alzheimer's and Related Dementias Neuroimaging (SCAN) cohort, including…
git:20260825.f7533a2 · audit A · 93 stars
seed-iv-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/seed-iv-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the SEED-IV (SJTU Emotion EEG Dataset - 4 emotions)…
git:20260506.f8d0216 · audit A · 93 stars
seed-vig-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/seed-vig-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the SEED-VIG (SJTU Emotion EEG Dataset - Vigilance)…
git:20260506.f8d0216 · audit A · 93 stars
skill-updater SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/skill-updater/SKILL.md · Use this skill after a task succeeds (user confirms 'success' or tools report success). It extracts new experience from…
git:20260506.86420c0 · audit A · 93 stars
smri-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/smri-skill/SKILL.md · Use this skill whenever the user wants to process structural MRI (sMRI) such as T1w/T2w/FLAIR for brain extraction…
git:20260506.86420c0 · audit A · 93 stars
spacenet SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/spacenet/SKILL.md · Use this model doc whenever the user wants to perform disease classification with SpaceNet. This is a non-deep-learning…
git:20260505.e9ddd22 · audit A · 93 stars
statistical-ml SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/statistical-ml/SKILL.md · Use this skill whenever the user needs classical statistical inference or tabular machine learning for…
git:20260825.cbd02ff · audit A · 93 stars
subject-subtyping SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/subject-subtyping/SKILL.md · Use this skill whenever the user wants unsupervised disease subtyping, patient stratification, latent phenotype…
git:20260914.cfc1dd5 · audit A · 93 stars
survival-models SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/survival-models/SKILL.md · Use this skill whenever the outcome is right-censored time-to-event data, including progression, conversion, relapse…
git:20260825.cbd02ff · audit A · 93 stars
tcp-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/tcp-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the Transdiagnostic Connectome Project (TCP) dataset…
git:20260506.f8d0216 · audit A · 93 stars
temporal-models SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/temporal-models/SKILL.md · Use this skill whenever the input contains ordered repeated measurements, longitudinal visits, ROI time series, dynamic…
git:20260825.cbd02ff · audit A · 93 stars
ucla-cnp-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/ucla-cnp-skill/SKILL.md · Use this skill whenever the user wants an end-to-end workflow for the UCLA CNP (Consortium for Neuropsychiatric…
git:20260506.f8d0216 · audit A · 93 stars
ukb-skill SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/ukb-skill/SKILL.md · Use this skill whenever the user wants to analyze already available UK Biobank data for brain-related research…
git:20260506.86420c0 · audit A · 93 stars
wmh-segmentation SKILL.md skill
cuhk-aim-group/neurodiscovery · skills/wmh-segmentation/SKILL.md · Use this skill whenever the user wants to perform automated white matter hyperintensity (WMH) segmentation on…
git:20260506.86420c0 · audit A · 93 stars
Source
github.com/cuhk-aim-group/neurodiscovery · 93 stars · license MIT · pushed 2026-10-23