Data Science & ML Claudeスキル

Reactome Biological Pathways

Queries the Reactome database to perform biological pathway analysis, gene enrichment, and molecular interaction mapping for systems biology research.

Research & Statistical Analysis

Performs hypothesis-driven statistical analysis and data visualization on datasets, system metrics, and experiment logs.

AI Image & PDF Analyzer

Analyzes and describes visual content from images and PDF files using the Gemini 1.5 Flash vision model.

LLM Project Architect & Methodology

Guides the design, evaluation, and implementation of robust LLM-powered projects and agentic architectures.

Data Storytelling

Transforms raw data into persuasive narratives and executive-ready presentations using proven storytelling frameworks and visualization techniques.

Business Analyst Expert

Transforms complex business data into actionable insights through advanced analytics, KPI frameworks, and strategic BI modeling.

Business Analyst

Transforms complex business data into actionable insights and strategic recommendations using advanced analytics and predictive modeling.

Spreadsheet Management & Data Analysis

Creates, edits, and analyzes complex spreadsheets while preserving formulas, formatting, and professional layouts using Python libraries.

Jupyter Notebook Manager

Creates, scaffolds, and refactors structured Jupyter notebooks for data experiments and technical tutorials.

Research Orchestrator

Manages complex academic research workflows through 24 specialized agents with mandatory human-in-the-loop checkpoints.

Qualitative Research & Data Collection Specialist

Designs and executes rigorous qualitative data collection protocols for interviews, focus groups, and systematic observations.

Mixed Methods Integration Specialist (E3)

Integrates qualitative and quantitative research data to generate rigorous meta-inferences and professional joint displays.

Evidence Quality Appraiser (b2)

Systematically evaluates research study quality and risk of bias using context-adaptive methodologies and industry-standard appraisal tools.

Universal Meta-Analysis Codebook

Standardizes meta-analysis data extraction through a multi-layered AI-human collaboration framework and automated statistical provenance.

Diverga: Social Science Research Suite

Orchestrates complex social science research and systematic reviews using 24 specialized agents and integrated academic database tools.

PRISMA Systematic Review Orchestrator

Automates and manages the end-to-end 7-stage PRISMA 2020 systematic literature review pipeline from research question to RAG system.

Agno AI Agent Framework

Build and deploy production-ready multi-agent systems with MCP integration and automated workflows.

Scientific Hypothesis Generator

Generates testable, evidence-based scientific hypotheses and structured experimental designs across research domains.

Diverga E1: Advanced Research & Statistical Analysis

Automates complex quantitative and qualitative research workflows with 5-phase methodological guidance and multi-language code generation.

Jupyter Notebook Manager

Programmatically creates, edits, and optimizes Jupyter and Google Colab notebooks with precise JSON formatting and metadata management.