Data Science & ML Claude 스킬

Reference Indexer & RAG Manager

Indexes and manages local documents like PDFs and Word files to enhance Claude's knowledge through Retrieval-Augmented Generation (RAG).

Scientific PDF Processing & Analysis

Automates PDF manipulation, data extraction, and document generation for scientific and programmatic workflows.

Adaptyv Protein Engineering

Automates protein testing and validation by connecting Claude to cloud-based wet-lab services and computational sequence optimization tools.

PyMC Bayesian Modeling

Builds and validates advanced Bayesian statistical models using PyMC and modern probabilistic programming techniques.

Multiplicity Pattern Generator

Generates complex, divergent artifacts and viral patterns designed to trigger irreversible shifts in perception and awareness.

Biopython Scientific Toolkit

Facilitates comprehensive computational molecular biology tasks including sequence manipulation, phylogenetic analysis, and programmatic database access.

Therapeutics Data Commons (PyTDC)

Provides AI-ready datasets and benchmarks for therapeutic machine learning and drug discovery tasks.

Git Safe Checkpoint

Automates secure, structured Git commits by enforcing guardrails against staging sensitive data, large datasets, and machine learning artifacts.

Julia Scientific Package Mapping

Bridges the gap between Python and Julia ecosystems by providing precise mappings for 137 scientific, bioinformatics, and machine learning libraries.

ML-Ralph PRD Converter

Converts Machine Learning Product Requirements Documents into structured JSON backlogs for iterative development and experimentation.

Shanghai Silver Stock Drain Detector

Quantifies Shanghai silver inventory depletion using 3D metrics to identify supply tightening signals for macro analysis.

Macro Trend Deviation Analyzer

Analyzes asset price deviations from long-term exponential trends to identify historical extremes and macro market regimes.

JGB Insurer Flow Analyzer

Analyzes Japanese Government Bond (JGB) transaction data to identify record-breaking selling flows from insurance companies.

Silver Miner Metal Ratio Analyzer

Analyzes the relative valuation of silver mining stocks against spot silver prices using historical quantiles and scenario modeling.

MOVE-LeadLag Risk Analyzer

Analyzes bond market volatility as a leading indicator for equity fear and credit spreads using cross-correlation and shock-event testing.

Financial Modeling Prep (FMP) API

Integrates comprehensive financial data for stock analysis, fundamental research, and institutional tracking.

Financial Modeling Prep (FMP) API

Integrates comprehensive financial data for stock quotes, fundamental analysis, SEC filings, and institutional tracking.

Lithium Supply-Demand Radar

Analyzes the lithium supply chain and price regimes to provide data-driven insights for commodity investments and ETF exposure.

Crypto Data Extraction

Extracts and normalizes multi-exchange market data, technical indicators, and social sentiment for comprehensive crypto analysis.

Gemini File Search Tool

Manages Google Gemini File Search stores and implements production-ready RAG systems for documents and codebases.

FTD Analysis Output Validator

Ensures the integrity of FTD analysis output by validating JSONL structures, TALD scale requirements, and clinical domain completeness.

Data Science for Scientific Discovery

Provides robust statistical analysis strategies and data exploration techniques for rigorous scientific research and discovery.

R Survival Analysis Patterns

Performs comprehensive survival analysis and time-to-event modeling using modern R frameworks and tidy principles.

Tidy Resampling Strategies for R

Implements robust data splitting and resampling methods for machine learning validation using the R rsample package.

Tidymodels Recipe Patterns

Streamlines feature engineering in R using standardized preprocessing patterns for the recipes package.

AI Model Integration Manager

Streamlines the integration of new AI models into the PixelPerfect image upscaler platform through a standardized multi-file configuration workflow.

Advanced Excel & Spreadsheet Manager

Automates the creation, modification, and analysis of professional spreadsheets with a focus on dynamic formulas and industry-standard financial modeling.

FiftyOne Image Deduplication

Identifies and removes duplicate or visually similar images in FiftyOne datasets using deep learning embeddings.

Nixtla Research Assistant

Monitors and summarizes the Nixtla forecasting ecosystem to provide actionable updates on TimeGPT, StatsForecast, and MLForecast.

ML Model Evaluation Suite

Evaluates machine learning models by generating comprehensive performance metrics including accuracy, precision, and F1-score to guide model optimization.