Data Science & ML Claude 스킬

Python Data Visualization

Generates publication-quality charts and statistical visualizations using Matplotlib and Seaborn.

Data Pipeline Configurator

Automates the configuration and management of reproducible data collection pipelines from databases, APIs, web scraping, and LLM generation.

Data Analyst Export

Exports data analysis results into multiple professional formats including CSV, Excel, JSON, and Markdown with customized formatting.

Biomni Biomedical Agent

Executes complex, multi-step biomedical research tasks using autonomous AI reasoning and integrated biological databases.

Biomni Biomedical AI

Automates complex biomedical research tasks including genomics, drug discovery, and clinical data analysis using an autonomous agent framework.

Biomni Biomedical AI Agent

Executes autonomous multi-step research tasks across genomics, drug discovery, and clinical analysis using integrated biomedical databases.

Denario Scientific Research Assistant

Automates the end-to-end scientific research pipeline from hypothesis generation to publication-ready LaTeX manuscripts.

Text Classification & Labeling

Classifies and categorizes text using zero-shot learning or custom-trained SetFit models for high-accuracy document labeling.

ML & NLP Processing

Powers high-accuracy OCR, named entity recognition, and search reranking for document processing and RAG optimization.

Metabolomics Workbench Explorer

Accesses the NIH Metabolomics Workbench API to retrieve experimental study data, metabolite structures, and standardized biochemical nomenclature.

Metabolomics Workbench Database

Accesses the NIH Metabolomics Workbench to query metabolite structures, experimental studies, and mass spectrometry data.

Medchem Molecular Filtering

Applies medicinal chemistry rules, structural alerts, and drug-likeness filters to prioritize compound libraries for drug discovery.

SymPy Symbolic Mathematics

Performs exact symbolic mathematical computations including algebra, calculus, and physics modeling directly in Python.

ETE Phylogenetic Toolkit

Manipulates, analyzes, and visualizes phylogenetic and hierarchical trees with seamless NCBI taxonomy integration.

GWAS Database Integration

Queries the NHGRI-EBI GWAS Catalog to retrieve genetic variant associations, trait data, and genomic summary statistics.

Scientific Literature Reviewer

Conducts systematic, comprehensive literature reviews across multiple scientific databases with verified citations and professional formatting.

ZINC Database Access

Connects Claude to the ZINC22 database to perform chemical compound searches, virtual screening, and drug discovery workflows.

LlamaFarm Service Control: Stop

Manages the graceful termination of LlamaFarm backend services and background RAG workers.

Claude Opus 4.5 Migration Guide

Migrates codebases and prompts from Claude Sonnet 4.0, 4.5, or Opus 4.1 to the Opus 4.5 model across multiple platforms.

Excel & Spreadsheet Automation

Generates, edits, and analyzes complex Excel workbooks using dynamic formulas, professional financial formatting, and automated data validation.

Denario Scientific Research Automation

Automates end-to-end scientific research workflows from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.

Benchling Integration

Integrates Claude with the Benchling R&D platform to automate life sciences data management, laboratory inventory, and electronic notebook entries.

Aeon Time Series ML

Provides a comprehensive suite of specialized algorithms for time series machine learning including classification, forecasting, and anomaly detection.

ClinicalTrials.gov Explorer

Accesses and queries the ClinicalTrials.gov API v2 to retrieve comprehensive data on global clinical studies.

Benchling R&D Integration

Connects Claude to the Benchling life sciences platform to automate R&D data management, registry updates, and laboratory workflows.

LatchBio Integration

Builds, deploys, and manages serverless bioinformatics workflows using the Latch SDK and cloud infrastructure.

deepTools Bioinformatics Suite

Processes and visualizes high-throughput sequencing data for genomics research and quality control.

COSMIC Cancer Database Access

Accesses and manages the COSMIC somatic mutation database for cancer research and precision oncology workflows.

AgentDB Vector Search

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

Triad Interleave Schedule Generator

Generates balanced, deterministic execution schedules by interleaving three color streams using GF(3) mathematical conservation.