Explorar Todas las Habilidades de Claude

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.

Event Store Design & Implementation

Designs and implements robust event stores for event-sourced systems using various database technologies and architectural patterns.

RAG System Implementation

Builds robust Retrieval-Augmented Generation (RAG) systems to ground LLM applications in external knowledge bases and vector databases.

ML Pipeline Workflow Orchestrator

Builds and automates end-to-end MLOps pipelines from data preparation and model training to validation and production deployment.

Modal Serverless Python

Deploys and scales Python functions, ML models, and GPU-intensive tasks on serverless cloud infrastructure with minimal configuration.

mTLS Configuration & Zero Trust Networking

Configures and manages mutual TLS (mTLS) for secure, zero-trust service-to-service communication in cloud-native architectures.