Data Science & ML Agent Skills

NeuroKit2 Biosignal Analysis

Processes and analyzes complex physiological signals including ECG, EEG, and EDA for psychophysiology research and medical data science.

Qualitative Analysis Orchestrator

Optimizes model selection, API cost estimation, and batch processing strategies for AI-assisted qualitative document analysis.

Databricks Model Serving

Deploys and manages production-grade machine learning models on Databricks with support for A/B testing and auto-scaling.

Statistics & Mathematics for Data Science

Provides foundational mathematical tools and statistical methods for data analysis, hypothesis testing, and machine learning architecture.

Deep Learning Engineering

Builds, optimizes, and deploys production-grade neural networks using PyTorch, TensorFlow, and modern transformer architectures.

Python Programming for Data Engineering

Develops production-grade Python scripts for scalable ETL pipelines and high-performance data processing systems.

Big Data Engineering

Architects and optimizes high-performance distributed data pipelines for petabyte-scale workloads using Apache Spark and modern table formats.

Data Engineering & ETL Tools

Automates production-grade ETL pipelines and data orchestration using industry-standard tools like Airflow, dbt, and Prefect.

ToolUniverse Scientific Workflow Suite

Enables Claude to perform complex scientific research by providing access to over 600 bioinformatics, genomics, and cheminformatics tools.

Qual-Shared Research Infrastructure

Manages the foundational state, logging, and workflow enforcement for AI-assisted qualitative research projects.

Memvid Local RAG

Enables local semantic search and document indexing for PDF, DOCX, and XLSX files directly within Claude Code.

RAG Research & Semantic Search

Optimizes document retrieval and semantic search workflows using RAG best practices, vector databases, and advanced chunking strategies.

C++20 Numerical Patterns

Provides standardized C++20 implementations for high-performance numerical computing, matrix operations, and parallel I/O.

Memory Manager for elizaOS

Optimizes AI agent memory usage and manages conversation context through advanced pruning and archiving strategies.

ATAC-seq Quality Control

Validates the biological quality of ATAC-seq data by calculating metrics like TSS enrichment, fragment size distribution, and peak overlap.

SAP Data Intelligence Cloud Developer

Streamlines the development of data processing pipelines, ABAP integrations, and machine learning scenarios within SAP Data Intelligence Cloud.

SAP HANA Machine Learning

Streamlines in-database machine learning workflows within SAP HANA using the Python hana-ml library.

Functional Enrichment Analysis

Performs Gene Ontology and KEGG pathway enrichment analysis from genomic regions or gene lists with automated R-based visualizations.

SAP AI Core & Generative AI Hub

Streamlines the deployment and management of enterprise AI/ML workloads and LLM orchestration on SAP BTP.

Infinity Operads

Manages complex n-ary skill interactions and topos unification using dendroidal Segal spaces and lazy ACSet materialization.

AI Chain Modularization Planner

Generates structured plans to decompose complex AI include chains into modular, reusable components.

Regulatory Community Analysis for ChIA-PET

Analyzes protein-mediated chromatin interactions to identify and visualize regulatory communities from ChIA-PET datasets.

Qual Analysis Orchestrator

Orchestrates cost-effective qualitative research workflows using Kimi K2.5 models and advanced context caching strategies.

Pydicom Medical Imaging

Processes DICOM medical imaging files for metadata extraction, pixel data manipulation, and secure patient data anonymization.

COBRApy Metabolic Modeling

Performs constraint-based reconstruction and analysis of metabolic models for systems biology and metabolic engineering research.

Known Motif Enrichment Analysis

Identifies enriched transcription factor binding motifs in genomic regions or gene lists using the HOMER bioinformatics suite.

Flow Nexus Swarm Orchestrator

Deploys and manages cloud-based AI agent swarms using event-driven workflow automation and intelligent coordination.

ReasoningBank with AgentDB

Implements high-performance adaptive learning and experience replay for AI agents using AgentDB's ultra-fast vector storage.

AgentDB Memory Patterns

Implements high-performance persistent memory and learning patterns for AI agents using AgentDB.

Flow Nexus Neural

Trains and deploys complex neural networks across distributed E2B sandbox environments directly within Claude.