Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike...

Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG,...

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when...

Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert...

Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models,...

Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts,...

Low-level plotting library for full customization. Use when you need fine-grained control over every plot element,...

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific...

Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing...

Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with...

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG,...

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv,...

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference...

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy...

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data...

Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate...

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug...

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management...

Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to...

Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically...

Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties,...

Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction,...

Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve...