Data Science & ML Claude 스킬

Google ADK & CopilotKit Agent Builder

Builds full-stack AI agents by integrating Google ADK backends with CopilotKit-powered React frontends and Gemini models.

DiffDock Molecular Docking

Performs state-of-the-art diffusion-based molecular docking to predict 3D binding poses of small molecule ligands to protein targets.

Zeberg-Salomon Economic Rotator

Builds macro-economic models using leading and coincident indicators to automate Risk-On/Risk-Off switching strategies.

COBRApy Metabolic Modeling

Performs constraint-based metabolic modeling and systems biology simulations using the COBRApy Python library.

Amazon Bedrock Multi-Agent Orchestrator

Orchestrates complex multi-agent systems on AWS using the Bedrock AgentCore Agent-to-Agent (A2A) protocol.

DeepChem Molecular ML

Streamlines molecular machine learning workflows for drug discovery, property prediction, and materials science using the DeepChem library.

Adaptyv Cloud Protein Lab

Facilitates automated protein design, sequence optimization, and wet-lab validation via a cloud-based laboratory platform.

RAG Systems

Implements robust Retrieval-Augmented Generation (RAG) pipelines including document ingestion, hybrid search, reranking, and intelligent query routing.

RDKit Cheminformatics Toolkit

Provides specialized guidance for molecular analysis, structural manipulation, and chemical property calculation using RDKit.

Context Engineering

Optimizes LLM context windows to maximize reasoning quality while minimizing token costs and latency.

Google ADK Python Agent Toolkit

Simplifies the creation, orchestration, and deployment of production-grade AI agents using Google's Agent Development Kit.

GPT CLI Access

Facilitates direct interaction with OpenAI GPT models through a command-line interface within the Claude environment.

Excel & Spreadsheet Power Suite

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

Research Evaluation & Visualization

Generates standardized Python scripts for analyzing model performance and creating publication-ready LaTeX tables and figures.

Neural Network Model Tuner

Standardizes machine learning model wrappers to provide a uniform interface for training, inference, and automated hyperparameter tuning.

Python Analysis Pipeline

Manages a complete 4-stage pipeline from Python scripts to interactive notebooks and automated markdown documentation.

Haipipe Data Pipeline Manager

Manages end-to-end data pipelines across four stages from raw source ingestion to AI-ready datasets.

Paper Incubator

Facilitates the interactive drafting and refinement of LaTeX research papers through structured incubator documents and canonical data tracking.

Bodhi React SDK Integration

Integrates React and Vite applications with the Bodhi JS SDK to enable local LLM chat capabilities and seamless authentication.

Badminton Rankings Analyzer

Analyzes German U19 badminton ranking data from the DBV directly within Claude Code.

Haipipe Endpoint Deployment

Streamlines machine learning model endpoint deployment through unified packaging, inference function design, and multi-target deployment.

OpenAI Agents Orchestrator

Develops production-grade AI applications using the OpenAI Agents SDK with multi-agent handoffs, voice integration, and robust error prevention.

Haipipe NN Pipeline Manager

Manages and orchestrates end-to-end neural network pipelines across algorithmic, tuning, and deployment layers.

AI Multimodal

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

Gemini AI Orchestrator

Integrates Google's Gemini-3-pro-preview model into Claude Code for multimodal analysis, massive context processing, and real-time grounding.

Antahkarana Cognitive Reasoning

Facilitates complex decision-making through a multi-agent debate simulation that analyzes problems from diverse cognitive perspectives.

Excel & Spreadsheet Professional

Manages complex spreadsheet tasks including professional financial modeling, data cleaning, and automated formula validation.

Google Gemini API Integration

Integrates the latest Google Gemini 3 and 2.5 models using the modern @google/genai SDK for multimodal processing and advanced reasoning.

Analysis Orchestration

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

ε-Yajña

Compresses verbose agent memories into a dense, symbolic format for efficient knowledge retrieval and context management.