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Claude Skills by ma-compbio-lab
github.com/ma-compbio-lab267 skills0 installs392 views
- Multi Modal Image Omics Integration StarterUse this starter when a task lands in the `Multi-modal image-omics integration` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Pathology Histology Workflows StarterUse this starter when a task lands in the `Pathology / histology workflows` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Representation Learning For Scientific Images StarterUse this starter when a task lands in the `Representation learning for scientific images` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Skimage Otsu Segmentation StarterUse this skill to generate a deterministic toy microscopy-like image, segment bright objects with Otsu thresholding, and summarize labeled regions.Votes: 0GitHub stars: 38
- Skimage Regionprops Feature ExtractionUse this skill to extract deterministic morphology and intensity features from a toy image with `scikit-image` `regionprops_table`.Votes: 0GitHub stars: 38
- Generative Design For Materials StarterUse this starter when a task lands in the `Generative design for materials` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Laboratory To Simulation Data Linkage StarterUse this starter when a task lands in the `Laboratory-to-simulation data linkage` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Materials Benchmark Datasets StarterUse this starter when a task lands in the `Materials benchmark datasets` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Matminer Composition FeaturizationUse this skill to compute deterministic stoichiometry-style composition features for a short list of formulas with `matminer`.Votes: 0GitHub stars: 38
- Matminer Property Regression StarterUse this skill to featurize simple formulas with Matminer and fit a deterministic toy regression model for materials-property prediction.Votes: 0GitHub stars: 38
- Matminer Toy Property Prediction StarterUse this skill to featurize a small composition table with `matminer` and fit a deterministic toy property predictor.Votes: 0GitHub stars: 38
- Phase Stability Analysis StarterUse this starter when a task lands in the `Phase / stability analysis` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Pymatgen Crystal Structure Parsing StarterUse this skill to parse one crystal structure file with `pymatgen` and return a deterministic structural summary with lattice, composition, density, and symmetry metadata.Votes: 0GitHub stars: 38
- Surrogate Models For Simulation StarterUse this starter when a task lands in the `Surrogate models for simulation` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Datasketch Resource Deduplication StarterUse this skill to scan a tiny resource registry sample for near-duplicate text records with MinHash LSH.Votes: 0GitHub stars: 38
- Deprecation Migration StarterUse this starter when a task lands in the `Deprecation / migration` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Documentation Quality Improvement StarterUse this starter when a task lands in the `Documentation quality improvement` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Freshness Audits StarterUse this starter when a task lands in the `Freshness audits` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Precommit Regression Testing StarterUse this skill to build a tiny disposable repository and run deterministic local `pre-commit` hooks as a regression-testing starter.Votes: 0GitHub stars: 38
- Rapidfuzz Skill Deduplication StarterUse this skill to scan a tiny skill inventory for near-duplicate names with RapidFuzz.Votes: 0GitHub stars: 38
- Registry Link Audit StarterUse this skill to check a selected subset of registry resource URLs and summarize which entries are reachable.Votes: 0GitHub stars: 38
- Taxonomy Refinement StarterUse this starter when a task lands in the `Taxonomy refinement` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Differential Metabolomics StarterUse this starter when a task lands in the `Differential metabolomics` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Feature Annotation StarterUse this starter when a task lands in the `Feature annotation` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Lipidomics StarterUse this starter when a task lands in the `Lipidomics` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Metabolights Study SearchUse this skill to search MetaboLights studies and resolve a compact summary for each matched accession through the official JSON API.Votes: 0GitHub stars: 38
- Metabolomics Preprocessing StarterUse this starter when a task lands in the `Metabolomics preprocessing` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Microbiome Analysis StarterUse this starter when a task lands in the `Microbiome analysis` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Multi Omics Integration StarterUse this starter when a task lands in the `Multi-omics integration` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Brain Atlas Integration StarterUse this starter when a task lands in the `Brain atlas integration` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Computational Psychiatry And Clinical Neuroinformatics StarterUse this starter when a task lands in the `Computational psychiatry and clinical neuroinformatics` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Mne Connectivity Graph StarterUse this skill to build a tiny EEG connectivity graph with `mne` and `mne-connectivity`.Votes: 0GitHub stars: 38
- Mne Eeg Preprocessing StarterUse this skill to create a tiny synthetic EEG recording with `MNE-Python`, apply a simple band-pass filter, and summarize the preprocessing effect.Votes: 0GitHub stars: 38
- Multimodal Neuroimaging Fusion StarterUse this starter when a task lands in the `Multimodal neuroimaging fusion` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Neural Decoding And Encoding Models StarterUse this starter when a task lands in the `Neural decoding and encoding models` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Nibabel Nifti Summary StarterUse this skill to generate or load a small NIfTI image with `nibabel` and summarize the core shape, affine, zoom, and unit metadata.Votes: 0GitHub stars: 38
- Nilearn Fmri Denoising StarterUse this skill to build a tiny toy fMRI-like timeseries matrix, regress out confounds with `nilearn.signal.clean`, and summarize the denoising effect.Votes: 0GitHub stars: 38
- Spike Sorting And Electrophysiology StarterUse this starter when a task lands in the `Spike sorting and electrophysiology` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Astropy Fits Image Summary StarterUse this skill to generate or load a tiny FITS image with `astropy.io.fits` and summarize the core image and header metadata.Votes: 0GitHub stars: 38
- Cosmology And Sky Survey Analysis StarterUse this starter when a task lands in the `Cosmology and sky-survey analysis` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Differentiable Simulation StarterUse this starter when a task lands in the `Differentiable simulation` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- High Energy Detector Data Analysis StarterUse this starter when a task lands in the `High-energy / detector data analysis` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Inverse Problems And Scientific Reconstruction StarterUse this starter when a task lands in the `Inverse problems and scientific reconstruction` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Operator Learning And Surrogate Physics Models StarterUse this starter when a task lands in the `Operator learning and surrogate physics models` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Pde Cfd Simulation Workflows StarterUse this starter when a task lands in the `PDE / CFD simulation workflows` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Scientific Time Series Anomaly Detection StarterUse this starter when a task lands in the `Scientific time-series anomaly detection` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Spectroscopy And Signal Extraction StarterUse this starter when a task lands in the `Spectroscopy and signal extraction` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Symbolic Discovery Of Physical Laws StarterUse this starter when a task lands in the `Symbolic discovery of physical laws` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Differential Proteomics StarterUse this starter when a task lands in the `Differential proteomics` frontier leaf and the repository has curated resources but no dedicated runtime implementation yet.Votes: 0GitHub stars: 38
- Ebi Proteins Entry SummaryUse this skill to fetch a compact accession summary from the EBI Proteins API. Do not use it for bulk downloads, unsupported endpoints, or full protein annotation export.Votes: 0GitHub stars: 38