Data Science & ML Habilidades de Claude

Google Gemini Embeddings

91

Generates high-performance text embeddings for RAG systems, semantic search, and document clustering using the Gemini API.

Hypogenic Scientific Research Skill

89

Generates and tests scientific hypotheses from observational datasets and research literature using automated LLM frameworks.

ClinVar Genetic Variant Analysis

89

Queries and interprets NCBI ClinVar data to identify the clinical significance of human genetic variants.

AgentScope Analyzer

89

Facilitates deep analysis and navigation of the AgentScope library to assist in building multi-agent systems.

ENA Database Integration

89

Accesses and retrieves nucleotide sequence data, raw reads, and genome assemblies from the European Nucleotide Archive (ENA).

AgentDB Learning Plugins

89

Empowers Claude to create, train, and deploy self-learning autonomous agents using nine specialized reinforcement learning algorithms.

PyTorch Lightning

89

Streamlines deep learning workflows by organizing PyTorch code into scalable, modular structures for multi-GPU and TPU training.

Benchling Integration

89

Automates life sciences R&D workflows by integrating with the Benchling platform for inventory management, registry entities, and electronic lab notebooks.

Literature Engineer

89

Automates the gathering, normalization, and verification of large-scale research paper datasets for evidence-based surveys.

Benchling R&D Integration

89

Automates laboratory data management and R&D workflows by integrating with Benchling's registry, inventory, and electronic lab notebook systems.

Benchling R&D Integration

89

Automates life sciences research workflows by integrating Benchling's registry, inventory, and electronic lab notebook via Python SDK and API.

Financial Statement Analyzer

89

Calculates and interprets key financial ratios and performance metrics from corporate financial statements to support investment analysis.

Biomni Biomedical AI Agent

89

Automates complex biomedical research tasks including genomics, drug discovery, and clinical analysis through autonomous agent reasoning.

Denario Research Automator

89

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

Biopython Bioinformatics Toolkit

89

Enables advanced biological computation and molecular biology workflows using the Biopython library.

Denario Scientific Research Assistant

89

Automates end-to-end scientific research workflows from initial data analysis to publication-ready LaTeX manuscripts.

Denario Scientific Research Assistant

89

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

BioServices Bioinformatics Toolkit

89

Provides programmatic Python access to over 40 bioinformatics web services and databases for integrated biological data analysis.

BioServices Bioinformatics Toolkit

89

Accesses and integrates over 40 bioinformatics web services and databases through a unified Python interface.

AgentDB Vector Search

89

Implements high-performance semantic vector search and intelligent document retrieval for Claude-powered RAG systems.

PyTorch Docstring Formatter

89

Generates standardized PyTorch docstrings following official Sphinx and reStructuredText conventions for deep learning projects.

Biomni Biomedical AI Agent

89

Executes autonomous multi-step biomedical research tasks spanning genomics, drug discovery, and clinical analysis.

DNAnexus Genomics Integration

89

Streamlines biomedical data analysis and genomics pipeline development on the DNAnexus cloud platform.

Financial Modeling Suite

89

Builds advanced financial models including DCF analysis, Monte Carlo simulations, and sensitivity testing for data-driven investment decisions.

deepTools NGS Analysis

89

Analyzes high-throughput sequencing data (NGS) through automated quality control, normalization, and publication-quality visualization.

DrugBank Database Integration

89

Provides programmatic access to DrugBank's extensive bio- and cheminformatics data for pharmaceutical research and drug discovery.

ClinicalTrials.gov Search & Analytics

89

Queries the ClinicalTrials.gov API v2 to search, filter, and export global clinical study data for medical research and patient matching.

Financial Modeling Suite

89

Generates sophisticated financial models including DCF analysis, Monte Carlo simulations, and risk assessments for investment decision-making.

Claude Opus 4.5 Migration Guide

89

Migrates codebase references, API calls, and prompts from previous Claude models to the Opus 4.5 architecture.

Screening Manager

89

Manages systematic literature screening by evaluating titles and abstracts against formal research protocols to generate auditable logs.