What problem does it solve? Processing the Motor Neuron Disease (MND) dataset from OpenNeuro ds005874 requires coordinating BIDS validation, structural and functional MRI pipelines, clinical phenotype extraction, and quality control across multiple tools, which is error-prone when done manually. ## Core Features & Use Cases - BIDS Validation: Checks MND dataset structure for modality completeness (rs-fMRI and motor task-fMRI) and generates a per-subject compliance report. - Multimodal Processing Delegation: Delegates structural MRI work to smri-skill and resting-state/task fMRI analysis to fmri-skill through a confirmed, numbered execution plan. - Phenotype Extraction and QC: Merges diagnosis and clinical measures (ALSFRS-R, disease duration, FVC) into a single CSV and produces per-subject QC summaries with motion-based exclusion lists. - Use Case: A researcher downloads OpenNeuro ds005874 and asks to run the full MND pipeline; the skill validates the BIDS layout, processes both fMRI modalities, merges clinical phenotypes, and outputs a QC report with excluded subjects. ## Quick Start Run the MND multimodal pipeline on my local BIDS dataset at /data/ds005874, including validation, fMRI processing, phenotype extraction, and QC.
