Data Science & ML Claude 스킬

TensorFlow Data Pipelines

Builds high-performance, scalable data input pipelines using the TensorFlow tf.data API to maximize training efficiency.

Spreadsheet Automation & Financial Modeling

Automates the creation, analysis, and professional formatting of complex spreadsheets and financial models with visual validation.

Advanced Excel & Financial Model Processor

Automates the creation, modification, and analysis of professional Excel spreadsheets using industry-standard financial modeling and legal automation patterns.

D3.js Visualization

Builds sophisticated, interactive data visualizations and complex SVG-based diagrams using d3.js across various JavaScript environments.

Prompt Analysis & Optimizer

Analyzes existing AI prompts using a seven-level framework to identify missing components and suggest structural improvements.

AI Governance Assessment

Conducts comprehensive AI governance and responsible AI audits based on the EU AI Act and NIST AI RMF frameworks.

Prompt Optimizer

Refines and optimizes LLM prompts using Anthropic's structured 4-step improvement workflow.

Gemini CLI Query

Integrates Google Gemini's reasoning capabilities directly into your terminal for cross-model validation and quick insights.

LLM Optimization Advisor

Analyzes and optimizes LLM serving configurations to improve latency, reduce inference costs, and maximize throughput.

RAG Architecture Designer

Designs comprehensive Retrieval-Augmented Generation (RAG) systems including ingestion pipelines, retrieval strategies, and optimized technology stacks.

ML Pipeline Designer

Designs end-to-end machine learning system architectures tailored to specific business requirements and scalability needs.

Gemini Multimodal Tools

Integrates Google Gemini's multimodal capabilities to analyze PDFs, images, videos, and YouTube links directly within Claude.

Self-Improving Agent Builder

Automates the iterative optimization of AI agents through a continuous evaluation, analysis, and research-driven improvement loop.

Gemini Deep Research

Executes autonomous, multi-step research and synthesizes comprehensive, cited reports using the Gemini Deep Research Agent.

Advanced Excel & Financial Modeling

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

Spring AI Assistant

Integrates advanced AI capabilities into Java applications using the official Spring AI framework.

Advanced Excel & Spreadsheet Manager

Enables comprehensive spreadsheet creation, editing, and professional financial modeling using Python and LibreOffice.

DALL-E Image Generation

Generates high-quality AI images, creates variations, and provides expert prompt engineering guidance for DALL-E integration.

Excel & Spreadsheet Management

Automates professional spreadsheet creation, editing, and data analysis with a focus on formula integrity and financial modeling standards.

Spring AI Alibaba Integration

Integrates Alibaba Cloud DashScope AI services into Spring applications using the Spring AI framework.

Spreadsheet Automation & Financial Modeling

Automates the creation, editing, and analysis of professional spreadsheets with advanced formula support and industry-standard financial modeling.

XLSX Advanced Management

Automates the creation, editing, and analysis of professional Excel spreadsheets with advanced formula support and financial modeling standards.

XLSX & Spreadsheet Agent

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

CocoIndex AI Data Framework

Builds real-time data transformation pipelines and vector search indexes for AI applications.

Stable Diffusion Expert

Masters AI image generation with expert guidance on prompt engineering, model configuration, and parameter optimization.

Prompt Optimizer

Crafts high-quality, structured AI prompts through collaborative architectural design and advanced engineering techniques like Chain-of-Thought and Step-Back prompting.

Analyzing AORC Precipitation

Automates the retrieval and processing of AORC historical data and Atlas 14 design storms for HEC-RAS and HEC-HMS hydrological models.

HEC-RAS Geometry Parser

Parses and modifies HEC-RAS plain text geometry files using a Python API designed for hydraulic modeling automation.

AI Agent Performance Auditor

Analyzes AI agent session transcripts to identify performance issues, knowledge gaps, and incorrect outputs for continuous improvement.

Learning Agents Manager

Orchestrates self-improving AI sub-agents that automatically learn from past mistakes and session transcripts to enhance future performance.