Data Science & ML Claudeスキル

deepTools for NGS Analysis

Automates high-throughput sequencing data analysis, from BAM file processing and quality control to publication-ready visualizations like heatmaps and profile plots.

Astropy Research & Data Analysis

Simplifies astronomical data processing and astrophysical calculations using the core Python Astropy library.

Biopython Bioinformatics Toolkit

Streamlines computational molecular biology tasks including sequence analysis, NCBI database integration, and structural protein modeling.

ZINC Database Search & Discovery

Accesses the ZINC22 database to search, filter, and retrieve 230M+ purchasable chemical compounds for virtual screening and drug discovery.

Financial Statement Analyzer

Calculates and interprets key financial ratios from corporate data to provide deep investment and performance insights.

Financial Statement Analysis

Calculates and interprets comprehensive financial ratios from balance sheets and income statements to provide actionable investment insights.

Financial Statement Analyzer

Calculates and interprets comprehensive financial ratios from statement data to facilitate deep investment analysis and performance benchmarking.

Arboreto GRN Inference

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

Financial Statement & Ratio Analyzer

Calculates and interprets key financial ratios from corporate statements to streamline investment analysis and performance benchmarking.

Arboreto Gene Regulatory Network Inference

Infers gene regulatory networks from transcriptomics data using scalable gradient boosting and random forest algorithms.

AgentDB Vector Search

Implement high-performance semantic vector search and intelligent document retrieval using AgentDB optimized HNSW indexing and quantization.

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.

AgentDB Memory Patterns

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

AgentDB Vector Search

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

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.

Arboreto GRN Inference

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

Adaptyv Protein Engineering

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

Benchling Integration

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

ClinVar Database Integration

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

bioRxiv Database Search

Accesses and searches the bioRxiv preprint server to retrieve life sciences research metadata and download full-text PDFs.

Biopython Molecular Biology

Performs advanced biological computation, sequence analysis, and programmatic access to NCBI databases using Python.

Molfeat Molecular Featurization

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

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.

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.