Data Science & ML Claude 스킬
data science & ml Claude 스킬을 발견하세요. 53개의 스킬을 탐색하고 AI 워크플로우에 완벽한 기능을 찾아보세요.
Aeon Time Series Analysis
Performs advanced time series machine learning tasks including classification, forecasting, and anomaly detection using scikit-learn compatible APIs.
scvi-tools Single-Cell Analysis
Analyzes single-cell omics data using deep generative models for batch correction, multi-omic integration, and probabilistic modeling.
PathML Computational Pathology
Analyzes whole-slide images and multiparametric imaging data for advanced computational pathology and machine learning workflows.
DiffDock Molecular Docking
Predicts accurate 3D protein-ligand binding poses using diffusion-based deep learning for computational drug discovery.
Scientific Tool Universe
Accesses and orchestrates over 600 scientific tools and databases for bioinformatics, drug discovery, and life sciences research workflows.
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.
Senior Prompt Engineer
Optimizes LLM performance and designs production-grade agentic systems using advanced prompt engineering patterns and evaluation frameworks.
Senior Data Scientist
Provides expert guidance on statistical modeling, causal inference, and production-grade machine learning systems to drive data-driven decision-making.
Senior ML Engineer
Productionizes machine learning models and builds scalable MLOps systems using industry-leading frameworks and best practices.
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.
Academic Paper Search
Searches and retrieves academic literature across multiple scientific databases including arXiv, PubMed, and IEEE Xplore.
Clinical Decision Support
Generates professional, publication-ready clinical decision support documents and pharmaceutical research reports optimized for drug development and evidence-based medicine.
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.
Hypothesis Generation
Develops testable scientific hypotheses and experimental designs supported by structured literature reviews and automated visual schematics.
Scientific Critical Thinking
Evaluates research rigor by assessing methodology, statistical validity, and evidence quality using standardized frameworks like GRADE and Cochrane ROB.
Market Research Reports
Generates professional-grade, 50+ page market research reports featuring strategic frameworks and custom data visualizations.
Clinical Decision Support
Generates professional, evidence-based clinical decision support documents and pharmaceutical research reports in publication-ready LaTeX format.
Scientific Hypothesis Generation
Formulates testable, evidence-based scientific hypotheses and experimental designs from observations and literature data.
Claudish Integration
Integrates Claudish model recommendations into Claude Code to dynamically query OpenRouter model data and metadata.
OpenRouter Trending Models
Fetches and analyzes real-time rankings of the most popular programming AI models to optimize model selection and cost.
Claudish Multi-Model Integration
Integrates Claude Code with OpenRouter models like Grok, GPT-5, and Gemini while maintaining context efficiency through sub-agent delegation.
Text Classification
Classifies documents and files using natural language rules and the llama_cloud_services API.
Google Gemini API Integration
Integrates Google Gemini AI models using the latest high-performance SDK for text, multimodal, and agentic workflows.
OpenAI Assistants API Integration
Streamlines the development and maintenance of stateful chatbots, RAG systems, and data analysis tools using the OpenAI Assistants API v2.
OpenAI Agents SDK Integration
Builds sophisticated AI applications using the OpenAI Agents SDK with support for multi-agent workflows, realtime voice, and structured outputs.
OpenAI Responses API Integration
Builds stateful, agentic AI applications using OpenAI's Responses API to preserve reasoning and optimize cache utilization.
OpenAI API Integration
Integrates OpenAI's full suite of APIs including GPT-5 reasoning, DALL-E 3 image generation, and Whisper audio processing into your development workflow.
Cloudflare Workers AI
Enables high-performance AI model inference on Cloudflare’s global GPU network for text, image, and embedding generation.
Google Gemini File Search
Integrates Google Gemini's managed RAG system to build searchable document knowledge bases with automatic chunking, embeddings, and citations.
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