Data Science & ML Claude 스킬

Senior Data Scientist

Provides expert guidance on statistical modeling, causal inference, and production-grade machine learning systems to drive data-driven decision-making.

Senior Prompt Engineer

Optimizes LLM performance and designs production-grade agentic systems using advanced prompt engineering patterns and evaluation frameworks.

Senior ML Engineer

Productionizes machine learning models and builds scalable MLOps systems using industry-leading frameworks and best practices.

Senior Computer Vision

Implements production-grade computer vision systems including object detection, segmentation, and real-time video processing using industry-standard frameworks like PyTorch and OpenCV.

Ark Agentic Framework Analysis

Analyzes the McKinsey Ark repository to help developers understand, implement, and extend provider-agnostic agentic resource patterns.

Tool Creator

Automates the generation of standardized Agent-as-a-Tool and function-based tools for the Strands SDK agent system.

System Prompt Writer

Optimizes and structures system prompts for AI agents using Anthropic's context engineering principles and mandatory Python template escaping rules.

MiniMax AI Voice & TTS

Integrates MiniMax's powerful text-to-speech engine to generate, clone, and design realistic voices directly within your development environment.

OpenAI Jupyter Notebook Manager

Automates the creation and management of clean, reproducible Jupyter notebooks for data experiments and educational tutorials.

Spreadsheet Automation & Analysis

Automates the creation, editing, and analysis of complex spreadsheets including formulas, formatting, and professional layouts.

Academic Paper Search

Searches and retrieves academic literature across multiple scientific databases including arXiv, PubMed, and IEEE Xplore.

Scientific Critical Thinking

Evaluates research rigor, statistical validity, and methodology to ensure scientific claims are robust and unbiased.

Clinical Decision Support Writer

Generates publication-ready clinical decision support documents and pharmaceutical research reports with evidence-based analysis and automated data visualization.

Scholar Evaluation

Evaluates research papers, proposals, and literature reviews using the ScholarEval framework for rigorous academic assessment.

Scientific Hypothesis Generation

Generates testable scientific hypotheses, experimental designs, and professional reports from observations and literature synthesis.

Scientific Slide Generator

Generates visually engaging, research-backed slide decks for scientific presentations and academic talks using AI-driven design.

Scientific Schematics & Diagrams

Generates publication-quality scientific diagrams and schematics with automated quality review and iterative AI refinement.

Scientific Literature Reviewer

Conducts systematic literature reviews and meta-analyses across major scientific databases with verified citations and AI-generated schematics.

External Model Task Orchestration

Integrates external LLMs like Grok, Gemini, and GPT into Claude Code workflows using reliable Bash-based orchestration.

NeMo Evaluator Assistant

Streamlines the configuration and execution of large-scale AI model evaluations using the NVIDIA NeMo Evaluator Launcher.

AI Transcription & Subtitles

Transcribes audio and video files using OpenAI Whisper models for production-grade subtitles and timing data.

Gemini Image API Integration

Integrates Google Gemini's advanced image generation and editing capabilities directly into your Claude Code workflow.

ModelScope Z-Image Generator

Generates high-quality images and illustrations using the ModelScope Z-Image-Turbo API directly within your workflow.

Clinical Decision Support

Generates professional, publication-ready clinical decision support documents and pharmaceutical research reports optimized for drug development and evidence-based medicine.

Scientific Critical Thinking

Evaluates research rigor by assessing methodology, statistical validity, and evidence quality using standardized frameworks like GRADE and Cochrane ROB.

Scientific Hypothesis Generation

Formulates testable, evidence-based scientific hypotheses and experimental designs from observations and literature data.

Market Research Reports

Generates professional-grade, 50+ page market research reports modeled after top consulting firm deliverables, featuring deep data analysis and complex strategic frameworks.

Clinical Decision Support

Generates professional, evidence-based clinical decision support documents and pharmaceutical research reports in publication-ready LaTeX format.

Hypothesis Generation

Develops testable scientific hypotheses and experimental designs supported by structured literature reviews and automated visual schematics.

Market Research Reports

Generates professional-grade, 50+ page market research reports featuring strategic frameworks and custom data visualizations.