Data Science & ML Agent Skills

Plotly Visualization

Generates interactive, publication-quality scientific and statistical visualizations using the Plotly Python library.

ENA Bioinformatics Database

Accesses and retrieves nucleotide sequences, raw reads, and genomic metadata from the European Nucleotide Archive (ENA).

Metabolomics Workbench Database

Connects Claude to the NIH Metabolomics Workbench for comprehensive access to metabolite data, study metadata, and mass spectrometry search capabilities.

Bioinformatics & Genomics Toolkit (gget)

Provides rapid access to 20+ genomic databases and bioinformatics tools for gene searching, sequence alignment, and protein structure prediction.

Seaborn Statistical Visualization

Create publication-quality statistical graphics and complex data visualizations using the Seaborn Python library.

AI Model Version Tracker

Manages and tracks machine learning model versions, performance metrics, and lineage directly within Claude Code.

MedChem Molecular Triage

Applies medicinal chemistry rules and structural filters to prioritize and triage molecular libraries for drug discovery.

Pymatgen Materials Science Toolkit

Performs advanced materials analysis, crystal structure manipulation, and Materials Project database integration for computational scientists.

PyTorch Lightning ML Framework

Organizes and scales PyTorch code into modular, high-performance deep learning workflows with minimal boilerplate.

ZINC Database Search

Accesses the ZINC repository of over 230 million purchasable compounds to streamline virtual screening and drug discovery workflows.

Computer Vision Processor

Automates image analysis, object detection, and classification workflows directly within Claude Code.

Clinical Report Writing

Generates standardized, regulatory-compliant clinical documentation and medical reports following global healthcare guidelines.

Matplotlib Visualization

Generates publication-quality scientific visualizations and complex multi-panel plots using Python's foundational Matplotlib library.

SymPy Symbolic Math

Performs exact symbolic mathematics in Python, including calculus, algebra, and complex equation solving.

ML Pipeline Workflow

Orchestrates end-to-end MLOps pipelines from data preparation and model training through to production deployment and monitoring.

Excel Pivot Wizard

Generates professional Excel pivot tables and visualizations from raw data using simple natural language commands.

GWAS Catalog Explorer

Queries the NHGRI-EBI GWAS Catalog for genetic variant associations, study metadata, and summary statistics.

Denario Research Assistant

Automates end-to-end scientific research workflows from data analysis and hypothesis generation to producing publication-ready LaTeX papers.

Senior ML Engineer

Productionizes machine learning models and builds scalable MLOps systems with world-class engineering standards.

Aeon Time Series ML

Provides a comprehensive toolkit for time series machine learning including classification, forecasting, and anomaly detection using scikit-learn compatible APIs.

Time Series Forecaster

Predicts future values and identifies patterns in historical time-dependent data using advanced statistical models.

Vertex AI Media Master

Automates complex Google Vertex AI multimodal operations for advanced video processing, high-fidelity image generation, and end-to-end marketing campaign orchestration.

FiftyOne Duplicate Finder

Detects and manages duplicate or near-duplicate images in FiftyOne datasets using advanced brain similarity computations.

Regression Analysis & Modeling

Automates regression modeling and data analysis to identify relationships between variables and predict future trends.

Prompt Optimizer

Optimizes Large Language Model prompts to minimize token usage, reduce operational costs, and enhance response quality.

Molfeat Molecular Featurization

Converts chemical structures into numerical representations for machine learning using over 100 specialized featurizers.

FiftyOne Embeddings Visualization

Visualizes computer vision datasets in 2D using dimensionality reduction to explore data structure, clusters, and outliers.

FiftyOne Python Code Style

Enforces official Voxel51 and FiftyOne Python coding conventions for consistent and maintainable development.

ETE Toolkit Phylogenetic Analysis

Analyzes, manipulates, and visualizes phylogenetic and hierarchical trees for genomic research and bioinformatics.

FiftyOne Plugin Developer

Builds custom FiftyOne operators and interactive panels to extend computer vision data workflows.