Data Science & ML Agent Skills

Clustering Algorithm Runner

Executes and visualizes machine learning clustering algorithms to discover patterns and groupings within complex datasets.

Tradovate Indicator Scaffolding

Generates standardized JavaScript scaffolds and implementation patterns for Tradovate trading indicators.

SHAP Model Interpretability

Provides expert guidance and implementation patterns for explainable AI using SHAP values across various machine learning models.

Gemini API Integration

Integrates Google's Gemini API suite into Claude Code for multimodal analysis, image generation, and real-time search grounding.

PubChem Database Integration

Accesses and queries the PubChem database via PUG-REST API and PubChemPy for comprehensive chemical informatics and compound analysis.

Gemini Embeddings Integration

Generates high-performance text embeddings via the Google Gemini API for semantic search, RAG, and data classification tasks.

LiteLLM Integration

Simplifies Python-based LLM interactions by providing a unified interface for over 100 cloud and local providers using the OpenAI format.

Llamafile Local LLM Manager

Configures and manages Mozilla Llamafile to run high-performance GGUF models locally with an OpenAI-compatible API.

NCBI GEO Data Integration

Accesses and processes gene expression and functional genomics data from the NCBI Gene Expression Omnibus repository.

BioServices Bioinformatics Toolbox

Provides programmatic access to over 40 bioinformatics web services and databases for integrated biological data analysis and workflow automation.

scvi-tools for Single-Cell Analysis

Implements probabilistic deep learning models for comprehensive single-cell omics data analysis and multimodal integration.

Matplotlib Scientific Visualization

Generates professional, publication-quality plots and charts using Python's foundational visualization library.

Scientific Schematics

Generates publication-quality scientific diagrams and neural network architectures using AI-driven iterative refinement.

Denario Scientific Research Assistant

Automates the complete scientific research lifecycle from initial data analysis to publication-ready LaTeX manuscripts.

NLP Text Analyzer

Analyzes textual data using natural language processing to extract sentiment, keywords, and core topics.

Data Commons Client

Provides programmatic access to global statistical datasets including demographic, economic, and environmental indicators via the Data Commons API.

Ensembl Genome Database

Queries the Ensembl REST API to retrieve gene data, sequences, and variant analysis for over 250 species.

Excel DCF Valuation Modeler

Builds professional investment banking-standard discounted cash flow (DCF) models in Excel with automated financial projections and sensitivity analysis.

NeuroKit2 Biosignal Analysis

Processes and analyzes complex physiological signals including ECG, EEG, EDA, and more using the NeuroKit2 Python library.

Dask Parallel Computing

Scales Python data processing and scientific computing across multiple cores or clusters for datasets that exceed available memory.

COBRApy Metabolic Modeling

Performs constraint-based metabolic modeling and systems biology simulations using the COBRApy framework.

Astropy for Claude

Simplifies astronomical data analysis and astrophysical calculations using the comprehensive Astropy Python library.

Scholar Evaluation

Systematically evaluates research papers and scholarly work using the ScholarEval framework for rigorous academic assessment.

ADK Agent Engineer

Engineers production-ready Agent Development Kit (ADK) applications with automated testing, multi-agent orchestration, and GCP deployment.

ADK Agent Builder

Architects production-ready autonomous AI agents and multi-agent systems using Google's Agent Development Kit and Claude.

FlowIO FCS Handler

Parses and manages Flow Cytometry Standard (FCS) files to extract event data, metadata, and convert datasets for scientific analysis.

UMAP-Learn Dimensionality Reduction

Performs fast, nonlinear dimensionality reduction to visualize high-dimensional data and optimize machine learning clustering workflows.

Deep Learning Optimizer

Optimizes deep learning models by refining architectures and training parameters to enhance accuracy and reduce resource consumption.

Excel LBO Modeler

Builds professional-grade Leveraged Buyout (LBO) models in Excel for private equity analysis and transaction screening.

Senior Prompt Engineering

Optimizes LLM performance through advanced prompt design, agentic system architecture, and rigorous evaluation frameworks.