Data Science & ML Claude 技能
发现data science & ml类别的 Claude 技能。浏览 53 个技能，找到适合您 AI 工作流程的完美功能。
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.
Scientific Writing
Drafts professional scientific manuscripts, research papers, and journal submissions using standardized IMRAD structures and validated reporting guidelines.
Scientific Peer Review
Evaluates scientific manuscripts and grant proposals through a systematic assessment of methodology, statistical rigor, reproducibility, and ethical standards.
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, methodology, and statistical validity to assess the quality and credibility of scientific claims.
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.
Literature Review
Conducts rigorous, systematic literature reviews across multiple scientific databases with automated citation verification and professional document generation.
Research Lookup
Performs real-time academic and technical research searches using advanced reasoning models to synthesize studies, verify facts, and generate citations.
Hypothesis Generation
Develops testable scientific hypotheses and experimental designs supported by structured literature reviews and automated visual schematics.
Scholar Evaluation
Systematically evaluates scholarly work and research papers using the ScholarEval framework to assess quality, rigor, and publication readiness.
Scientific Slides
Creates visually compelling, research-backed slide decks for academic conferences, seminars, and thesis defenses using AI-driven design.
Scientific Hypothesis Generation
Formulates testable, evidence-based scientific hypotheses and experimental designs from observations and literature data.
Literature Review
Conducts systematic, comprehensive literature reviews across multiple academic databases with verified citations and publication-quality scientific schematics.
Clinical Decision Support
Generates professional, evidence-based clinical decision support documents and pharmaceutical research reports in publication-ready LaTeX format.
Research Lookup
Retrieves real-time academic research, technical documentation, and statistical data using advanced search models with automatic citation generation.
Scientific Critical Thinking
Evaluates research rigor by assessing methodology, statistical validity, and evidence quality using standardized frameworks like GRADE and Cochrane ROB.
Claudish Multi-Model Integration
Integrates Claude Code with OpenRouter models like Grok, GPT-5, and Gemini while maintaining context efficiency through sub-agent delegation.
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.
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 Responses API Integration
Builds stateful, agentic AI applications using OpenAI's Responses API to preserve reasoning and optimize cache utilization.
OpenAI Agents SDK Integration
Builds sophisticated AI applications using the OpenAI Agents SDK with support for multi-agent workflows, realtime voice, and structured outputs.
Cloudflare Workers AI
Enables high-performance AI model inference on Cloudflare’s global GPU network for text, image, and embedding generation.
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.
OpenAI Assistants API Integration
Streamlines the development and maintenance of stateful chatbots, RAG systems, and data analysis tools using the OpenAI Assistants API v2.
Google Gemini File Search
Integrates Google Gemini's managed RAG system to build searchable document knowledge bases with automatic chunking, embeddings, and citations.
Google Gemini Embeddings
Generates high-performance text embeddings for RAG systems, semantic search, and document clustering using the Gemini API.
Cirq Quantum Computing
Builds, simulates, and executes quantum circuits using Google’s open-source framework for NISQ-era quantum computers.
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