Explorar Todas las Habilidades de Claude

PennyLane Quantum Computing

Enables building, training, and optimizing quantum circuits and hybrid quantum-classical machine learning models with automatic differentiation.

Scientific Peer Review

Evaluates scientific manuscripts and grant proposals for methodological rigor, statistical accuracy, and reporting standards.

Unit Test Bean Validation

Simplifies testing of Jakarta Bean Validation constraints and custom validators using JUnit 5 and AssertJ.

Lead Research Assistant

Automates lead discovery and market analysis by examining your codebase to identify high-priority target companies and personalized outreach strategies.

TorchDrug for Molecular Science

Accelerates drug discovery and molecular modeling using graph neural networks and curated biological datasets within PyTorch.

Scikit-learn Machine Learning

Builds, evaluates, and deploys production-ready machine learning models using the industry-standard Python scikit-learn library.

UMAP-Learn

Simplifies high-dimensional data visualization and preprocessing using the Uniform Manifold Approximation and Projection (UMAP) algorithm.

Zarr Python Array Storage

Optimizes large-scale N-dimensional array storage and processing using chunked, compressed formats for cloud-native scientific computing.

Matplotlib Visualization

Generates publication-quality charts and scientific visualizations using Python's foundational plotting library.

MarkItDown File Conversion

Converts diverse file formats including PDF, Word, and images into clean, LLM-optimized Markdown documents.

Verification Before Completion

Enforces a strict evidence-first protocol by requiring verifiable command output before any task can be marked as finished or successful.

Verification Before Completion

Enforces a strict evidence-based workflow requiring real-time command execution and output verification before any task is marked as complete.

RCSB PDB Structure Access

Enables seamless programmatic access to the RCSB Protein Data Bank for searching, retrieving, and analyzing 3D molecular structures.

Recall Memory (memU)

Retrieves historical context, user preferences, and coding patterns from past Claude Code sessions to provide personalized assistance.

Hugging Face Transformers

Integrates the Hugging Face Transformers library for seamless implementation of pre-trained models across NLP, vision, and audio domains.

LaTeX Research Posters

Creates professional, publication-quality research posters in LaTeX using advanced layout systems and integrated scientific schematics.

ENA Database Access

Accesses and retrieves nucleotide sequences, raw reads, and genome assemblies from the European Nucleotide Archive for bioinformatics workflows.

GEO Database Access

Integrates with the NCBI Gene Expression Omnibus (GEO) to search, download, and analyze high-throughput functional genomics datasets.

LaTeX Research Posters

Creates professional, publication-quality academic posters using LaTeX frameworks and AI-generated scientific schematics.

GWAS Database Explorer

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

Gene Database

Queries the NCBI Gene database to retrieve comprehensive genomic information, including sequences, annotations, and functional data.

KEGG Database Connector

Facilitates direct REST API access to the KEGG database for bioinformatics research, pathway analysis, and gene mapping.

ZINC Database Explorer

Accesses the ZINC database of 230M+ purchasable compounds for drug discovery, molecular docking, and chemical informatics.

HMDB Scientific Database Access

Access and interpret the Human Metabolome Database for metabolite identification, biomarker discovery, and clinical chemistry research.

Zapier Workflows & Automation

Orchestrates complex multi-step Zapier workflows and MCP tools with persistent memory and self-learning capabilities.

Domain Name Brainstormer

Generates creative domain name ideas and performs multi-TLD availability checks to streamline your project's branding process.

Temporal Python Testing

Streamlines testing for Temporal workflows in Python using pytest, time-skipping, and determinism validation.

Debugging Strategies

Implements systematic debugging workflows and root cause analysis techniques to identify and resolve complex software defects across any technology stack.

Service Mesh Observability

Implements comprehensive monitoring and distributed tracing for service mesh architectures like Istio and Linkerd.

USPTO Database Connector

Accesses official USPTO APIs to perform comprehensive patent searches, trademark tracking, and patent examination history analysis.