Data Science & ML Habilidades de Claude
Descubre Habilidades de Claude para data science & ml. Explora 61 habilidades y encuentra las capacidades perfectas para tus flujos de trabajo de IA.
Excel Data Analysis
Automates Excel spreadsheet manipulation, data cleaning, and visualization using Python's Pandas and OpenPyXL libraries.
HMDB Metabolome Database
Accesses and analyzes the Human Metabolome Database to retrieve detailed metabolite information, chemical properties, and clinical biomarkers.
PDF Report Generator
Generates professional, multi-page PDF reports with formatted text, tables, and embedded visualizations using the ReportLab library.
Universal Data Transformation
Transforms, cleans, and reshapes complex datasets locally using industry-standard Python libraries like pandas and numpy.
HMDB Metabolome Database Access
Accesses and analyzes the Human Metabolome Database to retrieve metabolite data, chemical properties, and clinical biomarkers.
Excel Master
Enables professional-grade spreadsheet creation, formula-driven financial modeling, and data analysis with automated error validation.
Model Registry Maintainer
Maintains and updates AI model registries including pricing, context windows, and provider capabilities.
arXiv Research Search
Searches the arXiv repository to retrieve and summarize the latest scholarly articles in STEM fields.
NCBI Gene Database Integration
Queries the NCBI Gene database to retrieve comprehensive genetic information, metadata, and sequences for annotation and functional analysis.
AI Multimodal Processing
Processes and generates multimedia content including audio, video, images, and documents using the Google Gemini API.
ENA Bioinformatics Database
Interfaces with the European Nucleotide Archive to programmatically retrieve DNA/RNA sequences, raw reads, and genome metadata.
NCBI Gene Database Skill
Queries NCBI Gene databases to retrieve comprehensive genomic data, including sequences, annotations, and functional pathways.
European Nucleotide Archive Integration
Accesses and retrieves genomic data, including DNA/RNA sequences and raw reads, from the European Nucleotide Archive (ENA) via REST APIs and FTP.
ToolUniverse Scientific Research Tools
Empowers AI agents to conduct complex scientific research by providing standardized access to over 600 specialized tools across bioinformatics, genomics, and drug discovery.
FDA Regulatory Database Access
Accesses and analyzes comprehensive FDA regulatory data for drugs, medical devices, food safety, and substances through the openFDA API.
ENA Bioinformatics Database
Accesses and retrieves genomic data from the European Nucleotide Archive (ENA) via REST APIs and FTP for bioinformatics pipelines.
PyLabRobot Lab Automation
Automates laboratory workflows and controls hardware like liquid handlers and plate readers using a hardware-agnostic Python interface.
ENA Database Integration
Accesses and retrieves genomic data, sequences, and metadata from the European Nucleotide Archive via REST APIs and FTP.
NeuroKit2 Biosignal Processing
Processes and analyzes complex physiological signals including ECG, EEG, EDA, and respiratory data for scientific research and clinical applications.
Hypogenic Research Assistant
Accelerates scientific discovery by automating the generation, refinement, and testing of research hypotheses using large language models and observational datasets.
SCVI Tools for Single-Cell Omics
Analyzes single-cell omics data using deep generative models for batch correction, integration, and differential expression.
EdgarTools SEC Analyzer
Analyzes SEC filings and financial statements using advanced EdgarTools integration for financial data extraction.
Arboreto GRN Inference
Infers large-scale gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.
Hypogenic: Automated Scientific Hypothesis Generation
Generates, refines, and tests scientific hypotheses from datasets and literature using large language models.
deepTools for NGS Analysis
Automates high-throughput sequencing data analysis, from BAM file processing and quality control to publication-ready visualizations like heatmaps and profile plots.
Arboreto GRN Inference
Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms like GRNBoost2 and GENIE3.
BioServices Bioinformatics
Provides a unified Python interface for accessing over 40 major bioinformatics web services and databases including UniProt, KEGG, and ChEMBL.
Gemini CLI Integration
Integrates Google's Gemini models into Claude Code for advanced reasoning and multi-model code analysis.
Datamol Cheminformatics
Simplifies molecular cheminformatics workflows by providing a Pythonic abstraction layer over RDKit for drug discovery and molecular analysis.
NetworkX Graph Analysis
Simplifies the creation, manipulation, and analysis of complex network structures and graph algorithms in Python.
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