Data Science & ML Claude 스킬

ENA Database Explorer

Interfaces with the European Nucleotide Archive to retrieve genomic sequences, raw reads, and metadata for bioinformatics workflows.

Scientific Literature Review

Automates the end-to-end process of conducting systematic literature reviews and generating academic-grade reports with verified citations.

Scientific Excel & Data Toolkit

Automates the creation, editing, and analysis of professional-grade Excel spreadsheets with dynamic formulas and industry-standard formatting.

Open Targets Database Integration

Queries the Open Targets Platform to identify and prioritize therapeutic drug targets using genetic and clinical data.

LatchBio Bioinformatics Integration

Builds and deploys serverless bioinformatics workflows using the Latch SDK and cloud-native infrastructure.

Scientific Resource Detector

Detects hardware capabilities and provides optimized computational strategies for resource-intensive scientific tasks.

Scientific Hypothesis Generator

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

Scientific Critical Thinking

Evaluates research rigor and methodology to assess the validity of scientific claims and experimental designs.

Scientific Visualization

Generates publication-ready, journal-standard scientific figures and multi-panel layouts using Matplotlib, Seaborn, and Plotly.

LlamaIndex RAG Patterns

Implements production-ready RAG pipelines and advanced retrieval strategies using LlamaIndex templates and scripts.

Clinical Decision Support Writer

Generates professional, evidence-based clinical decision support documents and pharmaceutical cohort analyses in publication-ready LaTeX format.

Scientific Hypothesis Generator

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

Reactome Biological Pathways

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

Scientific Critical Thinking

Evaluates the rigor of scientific research by assessing methodology, statistical validity, and potential biases using established frameworks like GRADE and Cochrane.

MarkItDown File-to-Markdown Converter

Converts diverse file formats and office documents into clean, LLM-ready Markdown for improved AI processing.

Scientific Literature Review

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

Mem0 Memory Design Patterns

Architects scalable AI memory systems with optimized retention, storage backends, and multi-level context patterns.

ClinVar Genetic Variant Database

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

Data Python Patterns

Implements high-performance data processing pipelines using pandas, polars, and PySpark best practices.

RAG Chunking Strategies

Implements and benchmarks advanced document chunking strategies to optimize retrieval performance and context preservation in RAG pipelines.

CRAN Package Submission

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

Prompt Engineering Patterns

Optimizes LLM performance and reliability through advanced prompting techniques like few-shot learning and chain-of-thought reasoning.

GPT CLI Access

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

Gemini AI Integration

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

Scientific Schematics & Diagrams

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

Agent C3 Mixed Methods Consultant

Guides researchers through complex mixed methods study designs using systematic qualitative and quantitative integration patterns.

Quantitative Design Consultant

Architects optimized quantitative research designs, experimental methodologies, and sampling strategies using an enhanced three-phase validation process.

Psychometric Scale Architect (d4)

Builds and validates psychometrically sound measurement instruments for social science research.

Qualitative Research Coding Specialist (E2)

Automates and guides systematic qualitative data coding, theme development, and rigorous research methodology implementation.

Meta-Analysis Master (C5)

Orchestrates comprehensive meta-analysis workflows with multi-gate validation to ensure data integrity and statistical accuracy.