CUHK-AIM-Group/NeuroClaw

85Stars on the repository
99Mods indexed here, across every type
6d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

hcpep-skill

49

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants an end-to-end workflow for the HCP Early Psychosis (HCP-EP) dataset, including dataset download, BIDS organization, and multimodal processing of sMRI, fMRI, and dMRI. Triggers include: 'HCP Early Psychosis', 'HCP-EP', 'process HCP Early Psychosis data', 'HCP EP sMRI fMRI', or any…

not rated 85 +2 6d ago A SkillSpector: pass 104 tokens original MIT

hcppipeline-tool

50

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants to perform high-quality, HCP-style preprocessing of multimodal MRI data (structural, functional, diffusion) using the official HCP Pipelines. Triggers include: 'HCP pipeline', 'HCP preprocessing', 'hcp-fmri', 'hcp-dwi', 'hcp-structural', 'MSMAll', 'ICA-FIX', 'bedpostx'…

not rated 85 +2 6d ago A SkillSpector: pass 106 tokens original MIT

hcpya-skill

51

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants an end-to-end workflow for the HCP Young Adult (HCP-YA / HCP1200) dataset, including dataset download, BIDS organization, and multimodal processing of sMRI, fMRI, and dMRI. Triggers include: 'HCP Young Adult', 'HCP-YA', 'HCP1200', 'process HCP data', 'HCP sMRI fMRI DTI', or any…

not rated 85 +2 6d ago A SkillSpector: pass 111 tokens original MIT

hierarchical

52

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex needs its repo

Use this model doc whenever the user wants to perform brain parcellation using Hierarchical clustering. This is a non-deep-learning unsupervised route focused on multi-scale parcel discovery, voxel or vertex grouping, and atlas-like region generation from neuroimaging features.

not rated 85 +2 6d ago A SkillSpector: pass 56 tokens original MIT

ibgnn

53

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this model doc whenever the user wants to run IBGNN (Interpretable Brain Graph Neural Network) for fMRI phenotype prediction. IBGNN is a PyG-based GNN with a learnable MLP message function over [xi, xj, edgeattr], designed for connectome-based brain disorder analysis with post-hoc edge-mask explainer support.

not rated 85 +2 6d ago A SkillSpector: warn 79 tokens original MIT

ica

54

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex needs its repo

Use this model doc whenever the user wants to perform resting-state network decomposition using ICA. This is a non-deep-learning unsupervised route focused on extracting intrinsic connectivity networks, component maps, and subject-level time series from resting-state fMRI.

not rated 85 +2 6d ago A SkillSpector: pass 51 tokens original MIT

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user needs imaging-genetics analysis: variant-imaging association scans, kinship-aware linear mixed models, polygenic or pathway scores, PLS/CCA links between genotype and imaging phenotypes, or audited PLINK2 command construction. Triggers include 'imaging genetics', 'GWAS', 'PLINK2'…

not rated 85 +2 6d ago A SkillSpector: warn 114 tokens original MIT

ixi-skill

56

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants an end-to-end workflow for the IXI (Information eXtraction from Images) dataset, including data download, BIDS organization, and multimodal processing of T1w, T2w, and MRA. Triggers include: 'IXI', 'IXI dataset', 'process IXI data', 'IXI MRI', or any request to run the IXI…

not rated 85 +2 6d ago A SkillSpector: pass 91 tokens original MIT

kg-link-prediction

57

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants knowledge-graph embeddings or graph neural link prediction over NeuroOracle: ComplEx, R-GCN, GraphSAGE, or GAT encoders; relation-aware triple scoring; filtered MRR/Hits evaluation; or hypothesis plausibility features. Triggers include 'KG embedding', 'link prediction'…

not rated 85 +2 6d ago A SkillSpector: pass 116 tokens original MIT

kmeans

58

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex needs its repo

Use this model doc whenever the user wants to perform brain parcellation using K-means. This is a non-deep-learning unsupervised route focused on parcel discovery, voxel or vertex grouping, and atlas-like region generation from neuroimaging features.

not rated 85 +2 6d ago A SkillSpector: pass 54 tokens original MIT

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill when users need to build, populate, or extend a domain-specific knowledge graph from literature and structured databases. Triggers include: 'build knowledge graph', 'extract claims from papers', 'ingest data into graph', 'batch extract claims', 'knowledge graph construction', 'populate graph from…

not rated 85 +2 6d ago A SkillSpector: warn 116 tokens original MIT

lggnn

60

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this model doc whenever the user wants to run LG-GNN (Local-to-Global GNN) for fMRI phenotype prediction. LG-GNN is a PyG-based GNN with SABP (Self-Attention Brain Pooling) and mutual-information regularization. NeuroClaw adapts the original population-graph version to single-subject brain graphs.

not rated 85 +2 6d ago A SkillSpector: warn 77 tokens original MIT

meg-skill

61

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants to process MEG (magnetoencephalography) data including source localization, time-frequency analysis, connectivity analysis, sensor-level preprocessing, or MEG-specific feature extraction. Triggers include: 'MEG', 'MEG processing', 'MEG source localization', 'MEG connectivity'…

not rated 85 +2 6d ago A SkillSpector: pass 109 tokens original MIT

method-design

62

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants to formalize a network architecture and derive theoretical components from a research idea. Triggers include: 'method design', 'design method', 'network architecture', 'formula derivation', 'method-design', 'theoretical framework', 'derive equations', 'compare alternatives'…

not rated 85 +2 6d ago A SkillSpector: warn 163 tokens original MIT

mnd-skill

63

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants an end-to-end workflow for the Motor Neuron Disease (MND) dataset from OpenNeuro ds005874, including BIDS validation, multimodal processing of rs-fMRI and task-fMRI, phenotype extraction, and QC integration. Triggers include: 'MND', 'Motor Neuron Disease', 'ALS', 'Amyotrophic…

not rated 85 +2 6d ago A SkillSpector: pass 110 tokens original MIT

mne-eeg-tool

64

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever any NeuroClaw modality skill (especially eeg-skill) needs to execute concrete MNE-Python operations for EEG loading, preprocessing, filtering, artifact removal, epoching, frequency-band analysis, or feature extraction. This is the dedicated base/tool skill that contains all specific MNE-Python…

not rated 85 +2 6d ago A SkillSpector: pass 73 tokens original MIT

mschallenge-skill

65

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants an end-to-end workflow for the Longitudinal MS Lesion Segmentation Challenge dataset, including data validation, multimodal processing of T1w, T2w, FLAIR, and PD, lesion segmentation, and QC integration. Triggers include: 'MS Lesion Challenge', 'MS Lesion', 'ISBI MS'…

not rated 85 +2 6d ago A SkillSpector: pass 102 tokens original MIT

multi-search-engine

66

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.

not rated 85 +2 6d ago A SkillSpector: pass 46 tokens original MIT

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user needs multivariate neuroimaging decoding or spatial statistical maps from ROI or voxel data. It supports ROI MVPA, mass-univariate ROI GLM, and voxel-wise Nilearn SearchLight analysis. Triggers include 'MVPA', 'decoding', 'ROI classifier', 'ROI GLM', 'mass univariate', 'searchlight'…

not rated 85 +2 6d ago A SkillSpector: pass 99 tokens original MIT

neurostorm

68

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex needs its repo

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…

not rated 85 +2 6d ago A SkillSpector: warn 255 tokens original MIT

nibabel-skill

69

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever NeuroClaw needs concrete nibabel operations for neuroimaging files: loading and validating NIfTI images, inspecting shapes and affine matrices, saving derived images, converting voxel coordinates to MNI/world coordinates, or reading FreeSurfer geometry and annotation files. Triggers include…

not rated 85 +2 6d ago A SkillSpector: pass 124 tokens original MIT

nifd-skill

70

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants an end-to-end workflow for the Neuroimaging in Frontotemporal Dementia (NIFD) dataset, including BIDS validation, multimodal processing of sMRI, rs-fMRI, and dMRI, phenotype extraction, and QC integration. Triggers include: 'NIFD', 'frontotemporal dementia', 'FTD', 'bvFTD'…

not rated 85 +2 6d ago A SkillSpector: pass 111 tokens original MIT

nii2dcm

71

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex

Use this skill whenever the user wants to convert NIfTI files (.nii or .nii.gz) to DICOM format, create DICOM series from processed neuroimaging results, write segmentation/registration/analysis outputs back to DICOM for PACS compatibility or clinical viewer comparison, or transfer metadata from reference DICOM files.…

not rated 85 +2 6d ago A SkillSpector: warn 230 tokens original MIT

nilearn-tool

72

CUHK-AIM-Group/NeuroClaw

Skill Claude CodeCodex needs its repo

Use this skill whenever any NeuroClaw fMRI modality skill needs to execute concrete Nilearn operations: ROI/atlas time-series extraction, confounds handling (fMRIPrep), seed-based connectivity maps, ROI-to-ROI connectivity matrices, and optional GLM/decoding utilities. This is the dedicated base/tool skill that…

not rated 85 +2 6d ago A SkillSpector: pass 86 tokens original MIT

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