Data Science & ML Claude 技能

OpenAlex Research Analytics

Queries and analyzes millions of scholarly works, authors, and citations using the OpenAlex open database API.

OpenAlex Scholarly Database

Queries and analyzes over 240 million scholarly works to conduct literature searches, citation analysis, and bibliometric studies.

DrugBank Database Integration

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

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 bioinformatics research and drug discovery.

Moon Dev AI Trading Agents

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

BioRxiv Research Database

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

ClinicalTrials.gov Database

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

SQL Data Analyst

Performs advanced data analysis and business intelligence using specialized SQL patterns for statistical and exploratory insights.

LatchBio Integration

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

Excel Analysis

Analyzes, cleans, and visualizes Excel spreadsheet data using Python libraries like pandas and openpyxl.

ClinicalTrials.gov Explorer

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

BioRxiv Preprint Research Tool

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

COSMIC Cancer Genomics

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

COSMIC Cancer Mutation Database

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

DNAnexus Integration

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

Pymatgen Materials Genomics

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

Cosmic Cancer Mutation Database

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

RAG Implementation

Builds production-ready Retrieval-Augmented Generation (RAG) systems for LLM applications using vector databases and semantic search.

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 Database Integration

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

Data Visualization Expert

Implements high-performance, accessible, and perceptually accurate data visualizations using industry-standard algorithms and best practices.

GraphPad Prism Automation

Automates scientific data analysis and graphing workflows using GraphPad Prism scripting and XML manipulation.

Moon Dev Trading Agents

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

OpenAlex Academic Database

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

xAI Stock Sentiment Analysis

Analyzes real-time stock sentiment on X (Twitter) using Grok to provide actionable market insights and retail investor mood.

Model Registry Maintainer

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

Vercel AI SDK Documentation

Provides comprehensive documentation and implementation patterns for building AI-powered applications using the Vercel AI SDK.

FlowIO FCS File Handler

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

Financial Modeling Suite

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