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R programming for data analysis, visualization, and statistical workflows. Use when working with R scripts (.R), Quarto documents (.qmd), RMarkdown (.Rmd), or R projects. Covers tidyverse workflows, g…
React component library skill for shadcn/ui + Tailwind CSS. Use for React/Next.js/Vite projects needing accessible UI components (dialogs, forms, tables, navigation), Radix UI primitives, Tailwind uti…
Create UML (Unified Modeling Language) diagrams using drawio XML format. Best for software modeling including Class, Sequence, Activity, State Machine, Component, Use Case, and Deployment diagrams. Bu…
用于 uni-app / uni-app x 中通过 UTS 开发鸿蒙 HarmonyOS 插件；当用户提到 utssdk/app-harmony、ArkTS、ETS、OpenHarmony API、鸿蒙权限、Ability、Want、系统 Kit、ohpm 或封装鸿蒙原生能力时使用。常与 uniapp-skill 配合。
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Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers. Supports block blobs, append blobs, …
Cisco ThousandEyes — test management, agent inventory, test results, dashboards, path visualization, user/account management
Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents.
RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. Covers ingestion, retrieval, embeddings, and performance.
Crawl and extract content from websites
Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: 'help me understand', 'explain this code', 'I'm stuck', 'Im stuck', 'I'm confused', 'Im co…
Adds structured observability to services including health check endpoints (liveness, readiness, startup), metrics collection (latency, error rates, throughput), distributed tracing with correlation I…
Recommend Azure VM sizes, VM Scale Sets (VMSS), and configurations based on workload requirements, performance needs, and budget constraints. No Azure account required — uses public documentation and …
Diagnose ClickHouse INSERT performance, batch sizing, part creation patterns, and ingestion bottlenecks. Use for slow inserts and data pipeline issues.
SOTA Docker/Compose architecture, implementation, refactor, and security hardening. Use when working on containerization tasks such as creating or rewriting Dockerfiles, docker-compose files, buildx/b…
Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...
Generate comprehensive, fact-checked SAP technical articles and configuration guides with embedded images, flowcharts, and references. Use when users request SAP documentation, how-to guides, configur…
Execute PowerShell commands on Windows for system info, file operations, process management, and automation.
Multi-step workflow for Excel data analysis. Use when a task involves: (1) reading multi-sheet Excel files and counting rows, (2) large file detection (>=10k rows -> Parquet optimization), (3) data cl…
Build, validate, serialize, and parse CloudEvents conforming to the CNCF CloudEvents v1.0 specification. Use when working with CloudEvents, event-driven architectures, webhook payloads, event schemas,…
Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers. Triggers: "blob storage rust", "BlobClient rust", "upload blob rust", "download blob rust", "contain…
Diagnose ClickHouse disk usage, compression efficiency, part sizes, and storage bottlenecks. Use for disk space issues and slow IO.
Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...