Data Science & ML Agent Skills

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.

ALM System Reset

Wipes all stored learning data and reinitializes the Claude Code Learning Memory System to its default state.

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.

ML-Ralph PRD Converter

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

Academic Data Analyst

Streamlines academic research data pipelines using dbt and Streamlit while enforcing rigorous reproducibility standards.

Python Development Excellence

Builds production-grade, type-safe Python applications for academic and research environments using fail-fast principles.

Academic Data Analyst

Facilitates reproducible academic research by managing data transformations in dbt and interactive visualizations in Streamlit.

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.

nmrxiv Downloader

Searches and downloads NMR spectroscopy datasets from nmrxiv.org directly within Claude Code.

CrewAI Orchestration

Designs and deploys collaborative multi-agent AI teams using the CrewAI framework for complex task automation.

Autonomous Agent Architect

Engineers reliable autonomous AI systems by implementing structured reasoning loops and robust guardrails to ensure production-grade performance.

CrewAI Multi-Agent Architect

Orchestrates collaborative teams of autonomous AI agents using the role-based CrewAI framework.

Prompt Engineer

Designs and optimizes high-performance prompts to ensure LLM-powered applications follow instructions with precision and consistency.

BlockRun External Capabilities

Empowers Claude with image generation, real-time social media data, and access to a diverse range of external LLMs through an autonomous micropayment wallet.

Context Window Management

Optimizes LLM performance through advanced context engineering, summarization, and token management strategies.

Advanced RAG Implementation

Implements high-performance Retrieval-Augmented Generation systems using sophisticated chunking, vector search, and reranking strategies.

Biopython Molecular Biology Toolkit

Simplifies computational molecular biology by providing tools for sequence analysis, structural bioinformatics, and biological database integration.

BlockRun AI Bridge

Empowers Claude with image generation, real-time Twitter/X data, and access to external LLMs through automated micropayments.

LLM Evaluation Master

Implements comprehensive evaluation frameworks for LLM applications using automated metrics, human feedback, and statistical benchmarking.

Context Window Management

Optimizes Large Language Model performance by managing token limits and information density through advanced context engineering strategies.

Context Window Management

Optimizes Large Language Model inputs through advanced context engineering, intelligent summarization, and token-saving strategies.

Prompt Engineer

Designs high-performance prompts and structured system instructions to optimize LLM behavior and output reliability.

Prompt Engineer

Optimizes LLM performance through structured system prompts, few-shot learning, and rigorous evaluation patterns.

D3.js Data Visualization

Creates sophisticated, interactive, and publication-quality data visualizations using the D3.js library.