Data Science & ML Claude 技能

Geohash Coloring Skill

Implements hierarchical spatial indexing with deterministic GF(3) color derivation for geospatial analysis and visualization.

Scientific Schematics & Diagrams

Generates publication-quality scientific diagrams and technical visualizations using AI-powered quality review and iterative refinement.

Stock Analyzer

Performs professional financial stock analysis using technical indicators, automated chart generation, and news sentiment tracking.

Gemini AI Integration

Delegates complex tasks and analysis to Google's Gemini models directly within your Claude Code environment.

GPT CLI Access

Facilitates direct interaction with OpenAI GPT models through a command-line interface within the Claude environment.

CRAN Package Submission

Guides the full-arc CRAN submission workflow for R packages, from initial preparation and check triage to reviewer responses.

Ask OpenCode

Delegates coding tasks and cross-model feedback to multiple AI providers through the OpenCode CLI bridge.

Reactome Biological Pathways

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

ClinVar Genetic Variant Database

Accesses and interprets NCBI ClinVar data to evaluate the clinical significance and pathogenicity of human genetic variants.

Gödel Machine Self-Optimizer

Implements self-improving code architectures that use formal proofs and evolutionary search to safely enhance system utility.

Scientific Literature Review

Conducts systematic, multi-database literature reviews and meta-analyses with verified academic citations and professional PDF output.

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.