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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…
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…
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 …
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…
Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.
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…
Cairn-Skill 是一个基于真实 Git 历史生成开发日志（DEVLOG）的 Agent Skill。它会读取提交记录、diff 和文件内容，自动确定增量范围，并生成技术日志、Release Note 或叙事复盘。所有内容必须可追溯到仓库事实，不编造功能、性能数据或未完成工作；同时会过滤密钥、Token 等敏感信息。适用于 Trae 等 AI 编程工具，可用于记录已完成的开发工作。
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…
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.
Azure Resource Manager SDK for Cosmos DB in .NET.
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.
ai-pc-screen-doctor
支持单摆、简支梁（集中/均布荷载）、一维传热、压力容器、RC电路、管道压降、弹簧振子、实心圆轴扭矩八大工程场景。你只需用大白话描述问题（中文或英文），本地运行的 AI 模型自动提取参数，数值结果由 scipy 确定性计算，绝不猜测。适合涉密/无网环境下的工程师现场快速估算。
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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, …
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...
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.