Data Science & ML Claude 技能

Scholar Evaluation

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

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.

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.

NeMo Evaluator Assistant

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

External Model Task Orchestration

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

Gemini Image API Integration

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

AI Transcription & Subtitles

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

ModelScope Z-Image Generator

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

Market Research Reports

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

Clinical Decision Support

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

Scientific Hypothesis Generation

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

Scientific Critical Thinking

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

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 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.

Promptify AI Optimizer

Transforms casual user requests into precise, high-performance prompts structured for optimal AI model execution.

Promptify

Transforms casual user requests into precise, specification-grade AI prompts for improved model performance.

GitHub Copilot SDK Integration

Streamlines the creation of AI agents and applications using the multi-platform GitHub Copilot SDK across major programming languages.

Thought-Based Reasoning

Implements advanced reasoning frameworks like Chain-of-Thought and Tree of Thoughts to solve complex logical, mathematical, and symbolic problems.

PyTorch Dispatch V2 Migrator

Automates the migration of legacy PyTorch AT_DISPATCH macros to the modernized AT_DISPATCH_V2 API in C++ kernel implementations.

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.

Claudish Integration

Integrates Claudish model recommendations into Claude Code to dynamically query OpenRouter model data and metadata.

Text Classification

Classifies documents and files using natural language rules and the llama_cloud_services API.

Streamlit for Snowflake

Builds and deploys native Streamlit data applications directly within the Snowflake Data Cloud.

Embedding Optimization

Optimizes vector embedding pipelines for RAG systems through efficient model selection, strategic chunking, and cost-effective caching.