bg-szy

This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "make an MCP app", or discusses building something with the Model Context Protocol. It is the entry point for MCP server development — it interrogates the user about their use case, determines the right deployment model (remote HTTP,

Automated cell type annotation using reference-based methods including CellTypist, scPred, SingleR, and Azimuth for consistent, reproducible cell labeling. Use when automatically annotating cell types using reference datasets.

Sort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing, variant calling, or paired-end analysis.

The feature or area to add delight to (optional)

Google Drive: Manage files, folders, and shared drives.

Autentique-se na AWS usando Single Sign-On (SSO). Use quando as operações da AWS CLI exigirem autenticação SSO ou quando a sessão SSO tiver expirado.

Especialista em BullMQ para filas de trabalho baseadas em Redis, processamento em segundo plano e execução assíncrona confiável em aplicações Node.js/TypeScript.

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

Consulte o CZ CELLxGENE Census (mais de 61M de células). Filtre por tipo de célula/tecido/doença, recupere dados de expressão e integre com scanpy/PyTorch para análise de célula única em escala populacional.

Chart and visualization generation for DBX Studio. Use when a user wants to visualize data — bar charts, line graphs, pie charts, scatter plots, etc.

Build container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating hosted agents that run custom code in Azure AI Foundry with your own container images. Triggers: "ImageBasedHostedAgentDefinition", "hosted agent", "container agent", "Foundry Agent", "create_version", "ProtocolVersionRecord", "AgentProtocol.RESPONSES", "custom agent image".

Calculate immune repertoire diversity metrics, compare samples, and track clonal dynamics using VDJtools. Use when analyzing repertoire diversity, finding shared clonotypes, or comparing immune profiles between conditions.