인프라·DevOps 스킬

Generate flat, minimal light/dark-aware SVG diagrams as standalone HTML files, using a unified educational visual language with 9 semantic color ramps, sentence-case typography, and automatic dark mode. Best suited for educational and non-software visuals — physics setups, chemistry mechanisms, math curves, physical objects (aircraft, turbines, smartphones, mechanical watches), anatomy, floor plans, cross-sections, narrative journeys (lifecycle of X, process of Y), hub-spoke system integrations (smart city, IoT), and exploded layer views. If a more specialized skill exists for the subject (dedicated software/cloud architecture, hand-drawn sketches, animated explainers, etc.), prefer that — otherwise this skill can also serve as a general-purpose SVG diagram fallback with a clean educational look. Ships with 15 example diagrams.

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Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks. Use when writing, deploying, or hardening a Python module for Azure IoT Edge, including telemetry filtering and offline retries.

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Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts. Use when planning an IoT or Smart City platform on Azure (traffic, lighting, waste, sensors) from requirements to a delivery roadmap.

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When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege access and how to apply that role

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Creates, configures, and deploys Azure Static Web Apps with the SWA CLI, including local emulation, API backends, auth simulation, and staticwebapp.config.json. Use when hosting a static frontend with optional serverless APIs on Azure or debugging an SWA deployment.

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Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when choosing architecture patterns for reliability, performance, messaging, or security in a distributed cloud system.

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Updates Azure Verified Module (AVM) references in a Bicep file to their latest versions, applying only non-breaking changes and reporting the result as a table. Use when Bicep templates pin outdated AVM versions or before an infrastructure release.

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Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.

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Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use when someone needs to understand or document how resources in an Azure resource group fit together.

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Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when building, running, or deploying a distributed application with Aspire, or setting up its AppHost, integrations, or dashboard.

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Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment prerequisites, create new CDK projects, manage dependencies, and deploy to AWS. Use when starting or setting up an AWS CDK project in Python.

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Validates Azure deployments before they run: Bicep syntax, what-if previews, and permission checks. Use before azd up, azd provision, or az deployment, when preparing or reviewing Bicep files, or to preview what a deployment will change.

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Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when asked what an Azure service costs, to compare regions or SKUs, to estimate a workload, or about reserved, savings plan, or spot pricing.

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Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. Use when an Azure resource is unhealthy, slow, or failing and the cause is unknown.

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Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

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Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep. When to use this skill: - "Create X on Azure", "Set up a RAG architecture" (new design) - "Analyze my current Azure infrastructure", "Draw a diagram for rg-xxx" (existing analysis) - "Foundry is slow", "I want to reduce costs", "Strengthen security" (natural language modification) - Azure resource deployment, Bicep template generation, IaC code generation - Microsoft Foundry, AI Search, OpenAI, Fabric, ADLS Gen2, Databricks, and all Azure services

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Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations. Use when an Azure bill needs reducing or a resource group needs a cost review.

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Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when automating or scripting Azure DevOps from the command line with az devops.

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Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails. Use when connecting Arduino sensors to Azure, sending MQTT telemetry to IoT Hub, adding an edge gateway, or sending cloud-to-device commands.

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Instruments a web app to send telemetry to Azure Application Insights: SDK setup, configuration, and telemetry patterns. Use when the user wants to enable monitoring, request tracking, or logging to App Insights for a web application.

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Set up and optimize a complete local AI infrastructure — Ollama, Open WebUI, local RAG pipelines, and private model serving. Use when running models locally for privacy, compliance, offline use, or cost, or setting up GPU-accelerated local inference and RAG.

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Run a two-agent proxy approval council for autonomous sprint gates. Use when a sprint needs delegated approval for human gates such as deploy, live mutation, push, cleanup, skip, or shortened watch decisions, while requiring two independent agents to reach consensus that the human principal would approve under written policy and preferences.

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Especialista em backend reativo Convex: design de schema, funções TypeScript, assinaturas em tempo real, autenticação, armazenamento de arquivos, agendamento e deploy.

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Domine Django 5.x com views assíncronas, DRF, Celery e Django Channels. Construa aplicações web escaláveis com arquitetura apropriada, testes e deployment.

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