Data Science & ML Agent Skills

FDA Database Access

Simplifies querying the openFDA API to analyze regulatory data, drug safety profiles, medical device clearances, and food recalls.

NeuroKit2 Biosignal Processing

Analyzes and processes physiological signals including ECG, EEG, and EDA using the comprehensive NeuroKit2 Python library.

Arboreto GRN Inference

Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.

Datamol Cheminformatics

Simplifies molecular cheminformatics workflows by providing a Pythonic wrapper around RDKit with sensible defaults and parallel processing.

Advanced XLSX Spreadsheet Automation

Automates professional-grade spreadsheet creation, editing, and analysis with a focus on formula integrity and financial modeling standards.

deepTools NGS Analysis

Processes and analyzes high-throughput sequencing data (NGS) to generate publication-quality visualizations and quality control metrics.

HMDB Database Explorer

Accesses the Human Metabolome Database (HMDB) to retrieve metabolite data, chemical properties, and clinical biomarkers for metabolomics research.

Prompt Engineering Patterns

Implements advanced prompt design techniques to maximize LLM performance, reliability, and token efficiency across all interactions.

Statsmodels Statistical Modeling

Performs rigorous statistical modeling, econometric analysis, and hypothesis testing using the Python statsmodels library.

ETE Toolkit Phylogenetic Analysis

Manipulates, analyzes, and visualizes phylogenetic trees with advanced support for evolutionary event detection and NCBI taxonomy integration.

GWAS Catalog Database

Queries the NHGRI-EBI GWAS Catalog to retrieve SNP-trait associations, genetic variant data, and genome-wide association study summary statistics.

Adaptyv Protein Validation

Automates protein testing and validation by connecting computational designs to cloud-based laboratory experiments and optimization tools.

Biopython Molecular Biology

Facilitates computational molecular biology tasks including sequence manipulation, NCBI database access, and structural bioinformatics analysis.

DiffDock Molecular Docking

Performs state-of-the-art diffusion-based molecular docking to predict 3D binding poses of ligands to protein targets.

D3.js Data Visualisation

Builds interactive, bespoke data visualisations with fine-grained SVG control using the d3.js library.

Scverse Single-Cell Analysis

Streamlines single-cell RNA-seq analysis using standardized AnnData and Scanpy workflows.

Market ATR Squeeze Detector

Analyzes asset volatility using normalized ATR% to identify high-risk 'squeeze' regimes and provide actionable risk management adjustments.

Palladium-Silver Lead-Lag Detector

Analyzes cross-metal correlations between Palladium and Silver to confirm trend turning points and identify failed price moves.

C++ Anti-Slop for Rcpp

Optimizes Rcpp and C++ extensions by enforcing memory safety, const-correctness, and high-performance vectorized patterns.

Hashbrown LLM React Development

Simplifies building generative UI and LLM-powered React applications with client-side tool calling and sandboxed execution.

Oracle AI Architect

Implements enterprise-grade AI solutions using OCI Generative AI, Database 23ai Vector Search, and the Oracle ADK.

Oracle Agent Spec Expert

Designs framework-agnostic AI agents using Oracle's Open Agent Specification for portable and interoperable agentic systems.

Copper Inventory Signal Analyzer

Analyzes copper inventory rebuild speeds and historical price percentiles to identify market peaks and long-term valuation opportunities.

Backtest Datetime Visualization

Converts trading backtest charts from generic bar indices to precise datetime-based axes for improved temporal context.

Demographic Fiscal Trap Analyzer

Analyzes the intersection of aging populations and sovereign debt to quantify fiscal vulnerability and potential currency dilution paths.

ONT Align

Automates Oxford Nanopore sequence alignment, reference genome management, and edit distance computations for genomic data analysis.

ML Code Reviewer

Reviews machine learning and deep learning code to optimize model architecture, training loops, and data pipelines for PyTorch and TensorFlow.

Fear-of-Falling QC Summarizer

Aggregates K18 quality control artifacts into comprehensive summary reports while maintaining project manifests.

AI Multimodal Processing

Integrates Google Gemini's multimodal capabilities to process audio, video, images, and documents directly within the Claude Code environment.

Whisper Audio Transcriber

Converts audio and video files into text transcripts with word-level timestamps using WhisperX.