Data Science & ML Claudeスキル

AI Multimodal

Processes and generates multimedia content including audio, video, images, and documents using the Google Gemini API.

Physics Analysis Spec Builder

Generates and refines structured physics analysis specifications using standardized templates and domain-specific best practices.

Advanced Excel & Spreadsheet Engineer

Provides comprehensive spreadsheet creation, financial modeling, and data analysis with strict formula preservation and industry-standard formatting.

Twelve Data Financial API

Integrates comprehensive financial market data for stocks, forex, crypto, and technical indicators into the Claude environment.

Twelve Data Financial API

Integrates Twelve Data for real-time and historical financial market data across stocks, forex, crypto, and technical indicators.

Benchling Integration

Automates Benchling R&D platform operations including sequence management, inventory tracking, and lab notebook entries via Python SDK and REST API.

DiffDock Molecular Docking

Predicts high-accuracy 3D protein-ligand binding poses using diffusion-based deep learning for structure-based drug discovery.

Analysis Orchestration

Optimizes AI-assisted qualitative research through model selection guidance, cost estimation, and document processing strategies.

HEAD Framework Evaluation

Synthesizes established metrics into structured driver assessments and integrated analytical reports using the HEAD framework.

Gioia Methodology

Constructs and validates hierarchical data structures for qualitative research, transforming grounded participant language into abstract theoretical dimensions.

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.

xAI Grok Model Selection Guide

Provides comprehensive guidance and technical specifications for selecting and optimizing xAI Grok models within developer workflows.

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.

Polars ML Feature Buffers

Manages high-performance data buffers for real-time feature engineering and time-series analysis using Polars.

SpatialData

Manages, analyzes, and visualizes multi-modal spatial omics data using the SpatialData Python ecosystem and OME-NGFF standards.

ClinicalTrials.gov Database

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

Claude Opus 4.5 Expert Guide

Provides comprehensive guidance on leveraging Claude Opus 4.5, including reasoning control via the effort parameter and performance optimization.

Amazon Bedrock Model Customization

Customizes and optimizes Amazon Bedrock foundation models through fine-tuning, continued pre-training, reinforcement learning, and model distillation.

Agent Memory System

Implements a multi-layered persistent memory architecture that enables AI agents to learn from experience and retain knowledge across sessions.

Advanced LLM Evaluation

Implements production-grade LLM-as-a-Judge techniques for evaluating AI outputs through rigorous scoring, pairwise comparisons, and bias mitigation.

Alpha Vantage Financial Data

Integrates Alpha Vantage APIs to fetch real-time and historical market data, technical indicators, and financial fundamentals.

Awkward Array 2.0 Development

Streamlines the development of Python workflows using Awkward Array for jagged, nested, and record-based data structures.

PocketFlow

Orchestrates complex LLM applications using graph-based abstractions, agentic design patterns, and modular task decomposition.

Similarity Search Patterns

Implement efficient vector-based similarity search, semantic retrieval, and RAG patterns across major vector databases.

Experiment Advisor

Proposes structured, data-driven experiment plans by analyzing historical training reports, logs, and research goals.