Data Science & ML Claudeスキル

DrugBank Database Analyst

Accesses and analyzes comprehensive pharmaceutical data from DrugBank for drug discovery, interaction analysis, and pharmacological research.

ML Pipeline & MLOps Workflow

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

Biomni Biomedical AI Agent

Automates complex biomedical research tasks including genomics analysis, drug discovery, and CRISPR screening using integrated data and code execution.

DNAnexus Genomics Platform Integration

Integrates Claude with the DNAnexus cloud genomics platform to develop bioinformatics apps, manage sequencing data, and orchestrate analysis workflows.

Denario Scientific Research Agent

Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.

Denario Scientific Research Assistant

Automates end-to-end scientific research workflows from initial data analysis to publication-ready LaTeX manuscripts.

AgentDB Vector Search

Implements ultra-fast semantic vector search and HNSW indexing for high-performance RAG systems and intelligent document retrieval.

Scanpy Single-Cell Analysis

Analyzes single-cell RNA-seq data using Python for quality control, clustering, and cell type annotation.

Financial Modeling Suite

Builds professional-grade financial models including DCF analysis, Monte Carlo simulations, and multi-scenario investment projections.

FlowIO FCS File Handler

Parses and manages Flow Cytometry Standard (FCS) files to extract event data as NumPy arrays and handle complex metadata.

Model Registry Maintainer

Maintains and updates LLM model registries, pricing structures, and context window limits across backend configuration files.

Amazon Bedrock Agents

Builds and manages autonomous AI agents on Amazon Bedrock using foundation models, action groups, and knowledge bases.

OpenAlex Academic Database

Query and analyze over 240 million scholarly works using the OpenAlex open academic database.

Moon Dev Trading Agents

Orchestrates over 48 specialized AI agents for autonomous cryptocurrency trading and market analysis across multiple decentralized exchanges.

Cosmic Cancer Database Integration

Streamlines access to the COSMIC database for retrieving somatic mutations, cancer gene census lists, and mutational signatures for oncology research.

Moon Dev AI Trading Agents

Orchestrates a fleet of over 48 specialized AI agents for autonomous cryptocurrency trading, market analysis, and risk management across multiple exchanges.

Cosmic Cancer Mutation Database

Accesses and integrates the world's largest somatic mutation database for cancer genomics and precision oncology research.

Pymatgen Materials Genomics

Streamlines materials science research by providing advanced tools for crystal structure manipulation, phase diagram construction, and electronic structure analysis.

DNAnexus Integration

Integrates Claude with the DNAnexus platform to develop genomics apps, manage sequencing data, and orchestrate bioinformatics pipelines.

COSMIC Cancer Mutation Database

Accesses the world's largest database of somatic mutations for cancer research and precision oncology data analysis.

COSMIC Cancer Genomics

Accesses and queries the world's largest database of somatic mutations and curated cancer genes for research and precision oncology.

BioRxiv Preprint Research Tool

Searches and retrieves life sciences preprints from the bioRxiv database with advanced filtering and PDF download capabilities.

ClinicalTrials.gov Explorer

Queries the ClinicalTrials.gov API v2 to search, filter, and export detailed clinical study data for research and patient matching.

LatchBio Integration

Builds and deploys serverless bioinformatics workflows on the Latch platform using Python-native SDKs.

ClinicalTrials.gov Database

Queries the ClinicalTrials.gov API v2 to search, retrieve, and export global clinical study data for medical research and patient matching.

BioRxiv Research Database

Access and search the bioRxiv preprint server for life sciences research and automated full-text PDF retrieval.

Moon Dev AI Trading Agents

Orchestrates 48+ specialized AI agents for autonomous cryptocurrency trading and market analysis across multiple exchanges.

DrugBank Database Integration

Accesses and analyzes comprehensive pharmaceutical data from DrugBank for bioinformatics research and drug discovery.

Financial Modeling Suite

Generates comprehensive financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for investment decisions.

DrugBank Database Integration

Accesses and analyzes comprehensive pharmaceutical data from DrugBank for drug discovery and pharmacological research.