Dados e Análise

Analyze cell-cell communication in spatial transcriptomics data using ligand-receptor analysis with Squidpy. Infer intercellular signaling, identify communication pathways, and visualize interaction networks. Use when analyzing cell-cell communication in spatial context.

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

Crie instâncias do Azure Database for PostgreSQL Flexible Server e configure a autenticação sem senha com o Microsoft Entra ID. Configure o acesso de desenvolvedores, identidades gerenciadas para aplicativos, permissões baseadas em grupo e migre da autenticação baseada em senha para a autenticação do Entra ID.

Implement real-time data streaming with Server-Sent Events (SSE), WebSockets, and ReadableStream APIs. Master backpressure handling, reconnection strategies, and LLM streaming for 2025+ real-time applications.

End-to-end TCR/BCR repertoire analysis from FASTQ to clonotype diversity metrics. Use when analyzing immune repertoire sequencing data from bulk or single-cell experiments.

Criação de visualizações de dados interativas usando d3.js. Esta skill é para visualizações de dados personalizadas e complexas baseadas em SVG, como gráficos, diagramas de rede ou visualizações geográficas, que exigem controle preciso sobre elementos visuais, transições ou interações, indo além das bibliotecas de gráficos padrão.

数据清洗自动化 — 脏数据→去重/补全/格式统一/异常检测→干净数据集

Automated scRNA-seq cell type annotation via pre-trained logistic regression. 45+ models: immune, gut, lung, brain, fetal, cancer microenvironments. Input normalized AnnData; outputs per-cell labels, majority-vote cluster labels, confidence scores. Use for fast, reference-backed annotation without manual marker inspection.

AI-powered spatial integration of multi-omics datasets using probabilistic alignment for comprehensive tissue atlas construction and cellular state mapping.

Access UniProt protein database for sequences, annotations, and functional information. Use when retrieving protein data, GO terms, domain annotations, or protein-protein interactions.

SQL查询生成器 — 自然语言描述→SQL语句+执行计划分析+优化建议

This skill helps you work with the receipt scanning tools in the nonprofit_finance_db project. It includes manual entry tools, automated OCR scanning, and database integration for tracking receipts...