Data Science & ML Agent Skills

RLM Recursive Context Processor

Processes and analyzes massive files through a recursive language model loop and persistent local Python environment.

Cryptofeed Integration

Streams and normalizes real-time cryptocurrency market data from over 40 exchanges for algorithmic trading and analysis.

Hummingbot Trading Bot Expert

Provides comprehensive assistance for building, configuring, and optimizing automated crypto trading strategies using the Hummingbot framework.

Excel & Spreadsheet Management

Automates professional spreadsheet creation, financial modeling, and data analysis with rigorous formula verification and industry-standard formatting.

Life Science Literature Explorer

Automates the discovery, extraction, and visualization of open-access life science research from PubMed and Europe PMC.

Rust Machine Learning

Builds high-performance machine learning systems and AI inference pipelines using Rust's memory-efficient ecosystem.

DTS (Data Tool Suite)

Facilitates observable data exploration and dbt project analysis through a structured SQL query and interpretation workflow.

Apple MLX Development

Writes idiomatic Apple MLX code for high-performance machine learning optimized for Apple Silicon hardware.

Gemini LLM Integration

Integrates Google Gemini models into Claude Code for advanced reasoning, multimodal analysis, and high-speed text generation using the google-genai SDK.

ArXiv Paper Researcher

Automatically downloads, parses, and summarizes ArXiv research papers to provide actionable insights for your project.

RAG Implementation & Semantic Search

Builds advanced Retrieval-Augmented Generation (RAG) systems using vector databases, semantic search, and sophisticated retrieval patterns for grounded AI applications.

Doublet Physics & Streamline Modeling

Validates and reasons through 2-D injection-production doublet models using advanced streamline methods and transport physics.

ML Paper Writing Assistant

Drafts publication-ready ML and AI research papers for top-tier conferences using repository data and verified citations.

MCM-C Model Validator

Audits mathematical modeling results for MCM/ICM Problem C to ensure logical consistency and model stability.

Prompt Engineer & LLM Specialist

Architects advanced LLM prompts, RAG systems, and fine-tuning workflows to build production-grade AI applications.

R Tidy Modeling Evaluation

Evaluates machine learning models in R using yardstick and tidymodels patterns for classification and regression tasks.

Keiba Data Feature Builder

Automates the generation of analytical features from horse racing data stored in PostgreSQL databases.

AI Assistant & Chatbot Developer

Builds sophisticated conversational interfaces and LLM-powered applications with advanced natural language understanding and context management.

PDF Text Extraction for LLMs

Extracts and converts PDF documents into LLM-friendly formats like Markdown to support RAG pipelines and document analysis.

ReasoningBank with AgentDB

Implements high-performance adaptive learning and memory distillation for autonomous agents using the AgentDB vector engine.

Research Paper Ingest

Converts research paper PDFs into structured, reproducible Markdown summaries for technical analysis and knowledge management.

LLM Evaluation Framework

Implements comprehensive evaluation strategies for Large Language Model applications using automated metrics, human feedback, and rigorous benchmarking.

Kaggle Competition Suite

Streamlines the end-to-end machine learning competition lifecycle including data handling, model training, and submissions.

AI & ML Engineering

Builds production-grade AI systems using modern patterns like RAG, programmatic prompting, and Model Context Protocol (MCP).

Advanced Excel & Financial Modeling

Automates professional spreadsheet creation, data analysis, and financial modeling with industry-standard formatting and formula verification.

Scientific Peer Review Toolkit

Evaluates scientific manuscripts and grant proposals for methodological rigor, statistical accuracy, and reporting standards.

Audio Normalize for Transcription

Preprocesses and normalizes audio files using FFmpeg to optimize them for high-accuracy speech-to-text transcription.

Scanner PDF Analysis

Extracts tables, identifies sections, and summarizes content from complex PDF documents and technical reports.

RLM Reasoning for Large Context

Optimizes Claude's ability to process massive files and complex codebases using a recursive Probe-Extract-Confirm reasoning pattern.

Data Analyst Export

Exports analysis results and query data into professional formats including CSV, JSON, Excel, and Markdown tables.