Data Science & ML Claude 스킬

KEGG Biological Pathway Analysis

Connects Claude to the KEGG REST API for advanced biological pathway analysis, gene mapping, and molecular network discovery.

MarkItDown Document Converter

Converts over 20 file formats including PDFs, Office documents, and media into clean, LLM-optimized Markdown.

Pydicom Medical Imaging

Read, write, and process medical imaging data in the DICOM standard format using Python.

Seaborn Statistical Visualization

Generates publication-quality statistical graphics and complex data visualizations using the Seaborn Python library.

AgentDB Vector Search

Provides ultra-fast semantic vector search and intelligent document retrieval using AgentDB's high-performance HNSW indexing.

Metabolomics Workbench Integration

Accesses the NIH Metabolomics Workbench database to query metabolite structures, experimental study data, and standardized nomenclature.

Plotly Scientific Visualization

Generates interactive statistical and scientific visualizations using Plotly Express and Graph Objects APIs.

scverse & Scanpy Essentials

Streamlines single-cell transcriptomics workflows using standardized scverse, AnnData, and Scanpy implementation patterns.

Computational Resource Profiler

Analyzes system hardware to provide strategic recommendations for high-performance computing and scientific tasks.

Mixed R/Python Pipeline CLI Creator

Converts existing Snakemake analysis projects into pip-installable CLI tools for automated workflow deployment.

Gemini 3 Pro API Integration

Integrates Google's Gemini 3 Pro API and SDK into applications for advanced reasoning, streaming chat, and large-context processing.

Scverse Single-Cell Analysis

Streamlines single-cell RNA-seq analysis using standardized AnnData and Scanpy workflows.

AgentDB Vector Search

Implements ultra-fast semantic vector search and RAG capabilities using AgentDB's high-performance indexing and quantization.

Plotly Compact

Generates high-performance interactive visualizations using Plotly Express and Graph Objects patterns.

BfabricPy LIMS Integration

Facilitates seamless Python-based interaction with the B-Fabric Laboratory Information Management System for managing research data and workflows.

Opentrons Lab Automation

Develops and optimizes Python-based liquid handling protocols for Opentrons Flex and OT-2 robots.

Opentrons Lab Automation

Automates laboratory liquid handling and hardware control for Opentrons Flex and OT-2 robots using Protocol API v2.

Snakemake Compact Workflows

Streamlines Snakemake pipeline development using modular patterns and compact rule definitions for reproducible data science.

ClinVar Database Assistant

Queries, interprets, and processes human genetic variant data from the NCBI ClinVar archive for genomic research.

AgentDB Learning Plugins

Integrates nine reinforcement learning algorithms to build, train, and deploy self-learning AI agents that evolve through experience.

Phosphoproteomics PTM Analysis

Analyzes phosphoproteomics data using R to identify differential post-translational modification abundance, stoichiometry, and kinase activity.

Scientific Resource Scout

Detects and analyzes system hardware to provide strategic architectural recommendations for computationally intensive scientific tasks.

Scientific Research Brainstorming

Accelerates scientific discovery by generating hypotheses, identifying research gaps, and facilitating interdisciplinary ideation through structured collaborative dialogue.

AgentDB Memory Patterns

Implements high-performance persistent memory and reinforcement learning patterns for AI agents using AgentDB.

Scientific Brainstorming

Facilitates creative research ideation through hypothesis generation, interdisciplinary connections, and rigorous methodological development.

ClinVar Genetic Variant Database

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

AgentDB Vector Search

Implements high-performance semantic vector search for RAG systems, knowledge bases, and intelligent similarity matching.

ClinVar Database Integration

Accesses and interprets NCBI ClinVar data to evaluate human genetic variants, clinical significance, and phenotype relationships.

Amazon Bedrock Prompt Management

Streamlines the creation, versioning, and lifecycle management of Amazon Bedrock prompt templates with variable substitution and A/B testing.

Vercel AI SDK Integrator

Implements modern AI patterns including streaming responses, tool calling, and structured outputs using the Vercel AI SDK.