Explorar Todas las Habilidades de Claude

Stable Baselines3 Reinforcement Learning

Simplifies the implementation and training of reinforcement learning agents using the Stable Baselines3 framework.

MarkItDown Document Converter

Converts diverse file formats including PDFs, Office documents, and media into LLM-optimized Markdown for seamless data ingestion.

BioServices Bioinformatics Tool

Provides programmatic access to over 40 bioinformatics web services for automated biological data retrieval and pathway analysis.

STRING Database & PPI Analysis

Queries the STRING database for protein-protein interaction networks, functional enrichment, and biological pathway analysis.

Scientific Peer Review & Critical Evaluation

Conducts systematic, rigorous reviews of scientific manuscripts and grant proposals by evaluating methodology, statistics, and reporting standards.

Advanced PDF Processing

Manipulates, extracts, and generates PDF documents using specialized Python libraries and command-line tools for automated document workflows.

ReportLab PDF Generation

Generates professional, production-grade PDF documents including reports, invoices, and data visualizations using the ReportLab Python toolkit.

UMAP Dimensionality Reduction

Performs high-performance nonlinear dimensionality reduction for data visualization and clustering preprocessing using the UMAP algorithm.

Scientific Peer Reviewer

Evaluates scientific manuscripts and grant proposals using a systematic toolkit for methodology, statistics, and reporting standards.

Matchms Mass Spectrometry Analysis

Processes and analyzes mass spectrometry data using Python-based spectral similarity, metadata harmonization, and data filtering tools.

PyTorch Geometric (PyG)

Develops and trains Graph Neural Networks (GNNs) for analyzing irregular data structures and relational datasets.

DeepChem Molecular ML & Drug Discovery

Facilitates molecular property prediction and drug discovery through specialized machine learning models and chemical data featurization.

Scientific Exploratory Data Analysis

Performs comprehensive exploratory data analysis and generates detailed reports for over 200 scientific file formats.

Seaborn Statistical Visualization

Creates publication-quality statistical graphics and exploratory data visualizations using a high-level Python interface.

AlphaFold Protein Structure Database

Access and analyze over 200 million AI-predicted protein structures for structural biology and computational drug discovery.

Datamol Cheminformatics

Simplifies molecular cheminformatics and drug discovery workflows using a Pythonic abstraction layer over RDKit.

ChEMBL Drug Discovery

Queries the ChEMBL database for bioactive molecules, drug targets, and medicinal chemistry bioactivity data.

Research Information Lookup

Researches academic literature, technical documentation, and scientific data with automatic model selection and citation support.

PDB Database Explorer

Accesses and analyzes 3D protein and nucleic acid structures from the RCSB Protein Data Bank for structural biology and drug discovery.

NCBI Gene Database Skill

Queries the NCBI Gene database to retrieve comprehensive genetic information, sequences, and functional annotations for biological research.

Scientific Critical Thinking

Evaluates research rigor, methodology, and statistical validity using standardized frameworks like GRADE and Cochrane ROB.

PubChem Chemical Database

Interfaces with the world's largest chemical database to search, retrieve, and analyze molecular data and bioactivity.

Gtars Genomic Analysis

Accelerates genomic interval analysis and machine learning preprocessing using a high-performance Rust toolkit with Python bindings.

Scholar Evaluation

Evaluates scholarly research papers and proposals using the peer-reviewed ScholarEval framework to ensure scientific rigor and publication readiness.

scikit-bio Bioinformatics & Ecology

Performs comprehensive bioinformatics analysis including sequence manipulation, phylogenetics, and microbial ecology statistics within Python.

UniProt Protein Database

Accesses the world's leading protein sequence and functional information resource via the UniProt REST API.

Hypogenic Scientific Hypothesis Engine

Automates scientific hypothesis generation and empirical testing by synthesizing observational data with research literature.

Transformers for Claude Code

Integrates Hugging Face Transformers to load, fine-tune, and run inference on thousands of pre-trained AI models across multiple modalities.

Perplexity AI Search

Performs real-time AI web searches with citations using Perplexity models to provide up-to-date information and scientific literature.

MarkItDown File Converter

Converts diverse file formats including PDF, Word, and Excel into token-efficient Markdown for seamless LLM processing.