Data Science & ML Claudeスキル

Cirq Quantum Computing

Builds, simulates, and executes quantum circuits using Google’s open-source framework for NISQ-era quantum computers.

arXiv Search

Searches the arXiv preprint repository for scholarly articles across various scientific and technical domains.

Excel Analysis

Analyzes Excel spreadsheets, generates pivot tables, and creates data visualizations using Python libraries like pandas and openpyxl.

ArXiv Research Search

Searches the arXiv preprint repository for scholarly articles in computer science, physics, mathematics, and quantitative biology.

arXiv Research Search

Searches the arXiv repository to retrieve and summarize the latest scholarly articles in STEM fields.

Astropy Astronomical Analysis

Facilitates advanced astronomical research and data processing through Python-based coordinate transforms, FITS manipulation, and cosmological modeling.

Biomni Biomedical Research Agent

Automates complex biomedical research tasks including genomics, drug discovery, and clinical analysis through autonomous reasoning and code execution.

AI Multimodal Processing

Processes and generates audio, video, images, and complex documents using Google Gemini's advanced multimodal API capabilities.

Arboreto GRN Inference

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

Benchling Integration

Integrates Benchling’s R&D platform with Claude to automate life sciences workflows, manage biological registries, and streamline lab data operations.

Financial Statement Analysis

Calculates and interprets key financial ratios from company statements to facilitate investment analysis and performance benchmarking.

AgentDB Vector Search

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

Adaptyv Protein Engineering

Automates protein sequence optimization and experimental validation through cloud-based laboratory testing.

AgentDB Memory Patterns

Implements high-performance persistent memory and context management for AI agents using AgentDB.

AgentDB Vector Search

Implements ultra-high-performance semantic vector search and document retrieval for Claude-powered RAG systems and intelligent knowledge bases.

AgentDB Vector Search

Implement high-performance semantic search and vector storage for intelligent document retrieval and RAG systems.

ClinVar Database Integration

Queries and interprets NCBI ClinVar data to evaluate human genetic variant pathogenicity and clinical significance for genomic medicine.

Molfeat Molecular Featurization

Standardizes and automates molecular featurization to convert chemical structures into machine-learning-ready numerical representations.

Arboreto GRN Inference

Infers gene regulatory networks (GRNs) from transcriptomics data using scalable algorithms like GRNBoost2 and GENIE3.

DNAnexus Genomics Integration

Develops, deploys, and manages genomics pipelines and biomedical data on the DNAnexus cloud platform.

Financial Modeling Suite

Generates sophisticated financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for investment decision-making.

Model Registry Maintainer

Manages AI model configurations, pricing, and capabilities within backend registries for LLM-powered applications.

Arboreto GRN Inference

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

ClinicalTrials.gov Search & Analytics

Queries the ClinicalTrials.gov API v2 to search for trials, analyze research trends, and extract detailed study data.

Moon Dev AI Trading Agents

Orchestrates a fleet of over 48 specialized AI agents to automate cryptocurrency trading, market analysis, and backtesting across multiple exchanges.

ClinicalTrials.gov Database Navigator

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

Moon Dev AI Trading Agents

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

ClinicalTrials.gov Database Connector

Queries the ClinicalTrials.gov API v2 to search, retrieve, and analyze clinical trial data for research and patient matching.

OpenAlex Academic Database

Queries and analyzes over 240 million scholarly works, authors, and institutions via the OpenAlex API.

Scanpy Single-Cell Analysis

Performs comprehensive single-cell RNA-seq analysis including quality control, clustering, and cell type annotation using the Scanpy framework.