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- ▌ Azure Quotas · microsoftdocsExpert knowledge for Azure Quotas development including limits & quotas. Use when requesting per-region Storage account quota increases, checking limits, or filing Azure support requests, and other Azure Quotas related development tasks. Not for Azure Cost Management (use azure-cost-management), Azure Monitor (use azure-monitor), Azure Policy (use azure-policy), Azure Resource Manager (use azure-resource-manager).
- ▌ Azure Reliability · microsoftdocsExpert knowledge for Azure Reliability development including best practices, decision making, architecture & design patterns, and limits & quotas. Use when choosing Azure regions, zone-resilient deployments, AKS/DB HA, Queue Storage limits, or Web PubSub scale, and other Azure Reliability related development tasks. Not for Azure Resiliency (use azure-resiliency), Azure Service Health (use azure-service-health), Azure Monitor (use azure-monitor), Azure Site Recovery (use azure-site-recovery).
- ▌ Microsoft Foundry · microsoftdocsExpert knowledge for Microsoft Foundry (aka Azure AI Foundry) development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Foundry agents with Entra auth, AI Gateway, BYO VNet, M365 publishing, or Foundry IQ retrieval, and other Microsoft Foundry related development tasks. Not for Content Safety in Foundry Control Plane (use azure-content-safety), Azure Content Understanding in Foundry Tools (use azure-content-understanding), Azure Speech in Foundry Tools (use azure-speech), Microsoft Foundry Classic (use microsoft-foundry-classic).
- ▌ AI Docs Submit · microsoftdocsSubmit generated WDK DDI API reference documentation as a PR to the wdk-ddi repo. Use when: submitting docs, creating a PR for DDI docs, pushing documentation changes.
- ▌ AI Docs Autopilot · microsoftdocsEnd-to-end autopilot: inventory, generate, and submit WDK DDI API reference docs from a CSV file with no user interaction. Use when: running the full doc pipeline unattended, auto-generating and submitting DDI docs.
- ▌ AI Docs Generate · microsoftdocsGenerate WDK DDI API reference documentation pages from source code and stubs. Use when: writing API docs, generating reference pages, documenting a header, creating DDI documentation.
- ▌ AI Docs Inventory · microsoftdocsInventory and classify APIs listed in a pre-provided CSV for a WDK header file. Use when: inventorying a header, classifying APIs, validating a CSV for doc generation, checking what needs to be documented.
- ▌ Delete Article · microsoftdocsHow to delete an Azure Architecture Center article from this repository so no reader hits a 404 and no dangling reference is left behind. USE when asked to delete, remove, retire, or take down an article. DO NOT USE for moving or renaming an article that keeps its content, for removing a single section within an article, or for deprecating technology inside an article.
- ▌ Pnp Copilot Pr Review · microsoftdocsHow GitHub Copilot runs its automated pull request review of an Azure Architecture Center article. USE only as part of GitHub Copilot's agentic PR review process. DO NOT USE for human-requested interactive reviews (use pnp-engineering-review instead)
- ▌ Pnp Engineering Review · microsoftdocsHow to run an engineering review of an Azure Architecture Center article when a human explicitly requests it. USE when an "engineering review" is requested of an article, or when asked to review, evaluate, assess, or check the completeness/quality of an article interactively. DO NOT USE for GitHub Copilot's automated pull request review (use pnp-copilot-pr-review instead), for ai assisted authoring, for pure link checking alone, or for drafting new content from scratch.
- ▌ Microsoft Learn Grounding · microsoftdocs bundleHow to use the Microsoft Learn MCP server to ground answers, recommendations, or content edits. USE when the data on a Learn page will inform something you are about to claim, recommend, write, or edit. DO NOT USE for tactical work where guidance is not the point.
- ▌ Long Description Generation · microsoftdocsHow to write a text-equivalent long description (alt text) for a complex image, such as an Azure architecture diagram, decision tree, process flow, or detailed screenshot. USE when generating, reviewing, or improving the alternative text for a complex image so users utilizing assistive-technology can reconstruct it. DO NOT USE for simple decorative images, for icons on their own, or for non-image content.
- ▌ Dab Whats New · microsoftdocsDraft, revise, or review a Data API builder whats-new page. Use for release notes, version announcements, preview releases, GA releases, or release summaries.
- ▌ Dab Docs Audit · microsoftdocsAudit a Data API builder documentation file for Microsoft Learn compliance, style, accuracy, and information architecture. Checks frontmatter, links, images, code fences, alerts, tabs, voice, and peer consistency.
- ▌ Dab Docs File Ops · microsoftdocsRename, move, or delete documentation files in the Data API builder docs repo. Handles all side effects: redirects, TOC, index.yml, media, includes, and cross-references.
- ▌ Dab Docs New File · microsoftdocsAdd a new documentation file to the Data API builder docs repo. Handles all integration points: YAML frontmatter, TOC, index.yml landing pages, media folders, cross-references, and peer-doc consistency.
- ▌ Dab Docs Copilot Prompt · microsoftdocsAuthor, revise, audit, or review Copilot prompt sections in Data API builder documentation. Use when adding "Use GitHub Copilot" prompts, DAB CLI, .NET Aspire, Docker Compose, MCP Inspector, SQL Commander, secrets, finish-first behavior, cost-first Azure defaults, validation, and Microsoft Learn style.
- ▌ Toc · microsoftdocsHow to create, structure, and configure table of contents (TOC) files for Microsoft Learn documentation using toc.yml and docfx.json.
- ▌ Breadcrumbs · microsoftdocsHow breadcrumbs work on Microsoft Learn: structure, creation, configuration in docfx.json, and best practices for documentation repos.
- ▌ Redirection · microsoftdocsHow to delete, rename, or move articles on Microsoft Learn while preserving Platform IDs, preventing broken links, and managing redirects.
- ▌ Code Snippets · microsoftdocsHow to reference code from sample repos in Agent Framework docs pages using :::code directives, snippet tags, zone pivots, and highlight attributes.
- ▌ Sample Structure · microsoftdocsConceptual organization of Agent Framework documentation and samples. For language-specific details (file naming, provider setup, code patterns), see each code repo's skills files.
- ▌ Per Concept Documentation · microsoftdocsRequired when reviewing, updating, auditing, or creating any concept documentation page. Covers code accuracy checks against source repos, language parity across zone pivots, parity table comments, and structural consistency.
- ▌ Cross Repository References · microsoftdocsHow to configure cross-repository references (CRR) and create API class links for Microsoft Learn docs in this repository.
- ▌ Check Accessibility · microsoftdocsChecks image accessibility compliance per Microsoft Learn standards. Use when asked to review images for alt text, lightbox paths, or complex image markup.
- ▌ Improve Readability · microsoftdocsAggressively rewrites dense technical prose to maximize Flesch Reading Ease scores. Simplifies vocabulary, shortens sentences, splits paragraphs, and removes filler — without losing technical accuracy.
- ▌ Product Terminology · microsoftdocsEnforces current Microsoft product naming, handling renames and retirements. Use when asked to check product names or update terminology.
- ▌ Temporal References · microsoftdocsDetects stale dates, version numbers, and temporal language in body text. Use when asked to check for outdated dates or version references.
- ▌ Localization Readiness · microsoftdocsPrepares content for global translation by flagging idioms and cultural references. Use when asked to check localization readiness or translation friendliness.
- ▌ Fix Typos · microsoftdocsIdentifies and fixes spelling errors, contextual typos, and agreement mistakes in Markdown documentation. Use this when asked to fix typos, correct spelling, or proofread documentation files.
- ▌ Code Expert · microsoftdocsIdentifies definite errors in code samples including syntax errors, missing imports, and deprecated APIs. Use when asked to review code samples for correctness.
- ▌ Error Check · microsoftdocsIdentifies severe factual errors in content. Use when asked to fact-check documentation for major inaccuracies.
- ▌ Active Voice · microsoftdocsRewrites passive voice to active/imperative and enforces second person. Use when asked to fix passive voice or improve writing directness.
- ▌ Gap Analysis · microsoftdocsIdentifies structural and topical gaps in documentation — missing sections, absent code samples, missing diagrams, incomplete related content, and unaddressed scenarios. Use when asked to assess content completeness.
- ▌ Heading Case · microsoftdocsEnforces sentence case for all Markdown headings and bold sub-headings. Use when asked to fix heading capitalization.
- ▌ Optimize SEO · microsoftdocsValidates SEO metadata quality — description length, title/H1 match, and ms.topic correctness. Use when asked to check SEO or metadata optimization.
- ▌ Acronym Check · microsoftdocsEnsures abbreviations are expanded on first use per Microsoft style. Use when asked to check acronyms or abbreviations in documentation.
- ▌ Code Verifier · microsoftdocsVerifies code samples against official Microsoft/Azure examples and syntax rules. Use when asked to verify code correctness or validate API usage.
- ▌ Grammar Check · microsoftdocsEnforces compound-adjective hyphens, articles, and prepositions per Microsoft Writing Style Guide. Use when asked to check grammar.
- ▌ Cloud Adoption · microsoftdocsHow to adopt and integrate the Microsoft Azure cloud into your organization. Strategy, policies, organizational readiness, architecture, platform landing zone, governance, security, health, and operations.
- ▌ Code Freshness · microsoftdocsReviews code samples for modern patterns, deprecated APIs, outdated dependencies, and alignment with current Microsoft best practices. Use when asked to update or modernize code samples.
- ▌ Link Relevance · microsoftdocsVerifies that Microsoft Learn link text matches the destination page content. Use when asked to check link accuracy or link text quality.
- ▌ API Consistency · microsoftdocsEnsures Azure REST API and CLI consistency across a document. Use when asked to check API calls, CLI parameters, or REST consistency.
- ▌ Check Relevance · microsoftdocsAssesses whether guidance is still relevant and framed for modern Azure approaches. Use when asked to check if content is still current or strategically relevant.
- ▌ Fix Punctuation · microsoftdocsFixes commas, sentence-ending punctuation, dashes, and filler words per Microsoft Writing Style Guide. Use when asked to fix punctuation.
- ▌ Fix Word Choice · microsoftdocsReplaces banned words and phrases per Microsoft Writing Style Guide. Use when asked to fix word choice or apply Microsoft style guidelines.
- ▌ Formatting Lint · microsoftdocsChecks Markdown formatting including code fences, alert syntax, list markers, and table structure. Use when asked to lint or fix Markdown formatting.
- ▌ Security Expert · microsoftdocsReviews Azure content for security vulnerabilities and best practice gaps. Use when asked to perform a security review of documentation.
- ▌ Azure Validation · microsoftdocsValidates portal navigation paths, detects contradictions against Microsoft Learn documentation, and checks alignment with current Azure implementation standards. Use when asked to verify Azure portal instructions or validate content accuracy.
- ▌ List Consistency · microsoftdocsEnforces parallel grammatical structure and consistent punctuation in lists. Use when asked to fix list formatting or consistency.
- ▌ Metadata Updater · microsoftdocsUpdates YAML frontmatter (ms.date, ms.service) after substantive content changes. Use when asked to update metadata or ms.date.
- ▌ Technical Accuracy · microsoftdocsValidates technical steps, API syntax, and logical gaps in procedural guidance. Use when asked to review technical accuracy or verify procedures.
- ▌ Microsoft Learn CLI · microsoftdocsUse the Microsoft Learn CLI to retrieve current official Microsoft documentation and code samples when Microsoft Learn MCP tools are unavailable. Use for questions about Microsoft technologies, SDKs, APIs, configuration, limits, best practices, tutorials, or Microsoft-specific coding errors that would otherwise benefit from current official documentation.
- ▌ Microsoft Skill Creator · microsoftdocs bundleCreate agent skills for Microsoft technologies using official documentation. Use whenever the user wants to build, generate, or scaffold a skill for any Microsoft technology (Azure, .NET, M365, VS Code, Bicep, etc.)—even phrased casually like "make a skill for Cosmos DB." Investigates the topic via official docs, then generates a hybrid skill with essential knowledge stored locally and dynamic lookups for depth.
- ▌ Microsoft Code Reference · microsoftdocsFind working code samples, verify API signatures, and fix Microsoft SDK errors using official docs. Use whenever the user is writing, debugging, or reviewing code that touches any Microsoft SDK, .NET library, Azure client library, or Microsoft API—even if they don't ask for a "reference." Catches hallucinated methods, wrong signatures, and deprecated patterns. If the task involves producing or fixing Microsoft-related code, this is the right skill.
- ▌ Azure Anomaly Detector · microsoftdocsExpert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, limits & quotas, configuration, and deployment. Use when tuning Docker-based Anomaly Detector, ACI or IoT Edge deployments, univariate/multivariate APIs, or service limits, and other Azure AI Anomaly Detector related development tasks. Not for Azure AI Metrics Advisor (use azure-metrics-advisor), Azure Monitor (use azure-monitor), Azure Machine Learning (use azure-machine-learning).
- ▌ Azure Artifact Signing · microsoftdocsExpert knowledge for Azure Artifact Signing development including best practices, decision making, security, configuration, and integrations & coding patterns. Use when managing signing cert lifecycle, RBAC roles, DGSSv2 migration, diagnostics/logs, or CI/CD signing integration, and other Azure Artifact Signing related development tasks. Not for Azure Key Vault (use azure-key-vault), Azure Artifacts (use azure-artifacts), Azure Information Protection (use azure-information-protection).
- ▌ Azure Cognitive Search · microsoftdocsExpert knowledge for Azure AI Search development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing indexes, skillsets, indexers, vector/semantic search, or secure data source access, and other Azure AI Search related development tasks. Not for Azure Cosmos DB (use azure-cosmos-db), Azure SQL Database (use azure-sql-database), Azure Table Storage (use azure-table-storage), Azure Open Datasets (use azure-open-datasets).
- ▌ Azure Data API Builder · microsoftdocsExpert knowledge for Azure Data Api Builder development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when exposing DB objects via REST/GraphQL, tuning paging/timeouts, securing auth/RLS, or deploying DAB to Azure, and other Azure Data Api Builder related development tasks. Not for Azure API Management (use azure-api-management), Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Logic Apps (use azure-logic-apps).
- ▌ Azure Defender For Iot · microsoftdocsExpert knowledge for Azure Defender For Iot development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring OT sensors/micro agents, traffic mirroring, Zero Trust OT monitoring, SIEM/SOAR integrations, or OT network design, and other Azure Defender For Iot related development tasks. Not for Azure Defender For Cloud (use azure-defender-for-cloud), Azure Security (use azure-security), Azure IoT (use azure-iot), Azure IoT Hub (use azure-iot-hub).
- ▌ Azure Firewall Manager · microsoftdocsExpert knowledge for Azure Firewall Manager development including best practices, decision making, security, and configuration. Use when configuring DDoS plans, DNS proxy, FQDN/IP groups, WAF policies, or secured virtual hubs, and other Azure Firewall Manager related development tasks. Not for Azure Firewall (use azure-firewall), Azure Virtual Network Manager (use azure-virtual-network-manager), Azure Network Function Manager (use azure-network-function-manager), Azure Web Application Firewall (use azure-web-application-firewall).
- ▌ Azure Impact Reporting · microsoftdocsExpert knowledge for Azure Impact Reporting development including troubleshooting, configuration, and integrations & coding patterns. Use when wiring Impact Reporting to Monitor alerts, Logic Apps, Service Health, HPC Guest Health, or diagnostic logs, and other Azure Impact Reporting related development tasks. Not for Azure Carbon Optimization (use azure-carbon-optimization), Cost Management (use azure-cost-management), Azure Monitor (use azure-monitor).
- ▌ Azure Internet Peering · microsoftdocsExpert knowledge for Azure Internet Peering development including troubleshooting. Use when validating Peering Service prefixes, checking prefix registration, verifying routing, or fixing reachability issues, and other Azure Internet Peering related development tasks. Not for Azure ExpressRoute (use azure-expressroute), Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan), Azure VPN Gateway (use azure-vpn-gateway).
- ▌ Azure Language Service · microsoftdocsExpert knowledge for Azure AI Language development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building CLU intents, custom NER, CQA, health text, sentiment/PII, or orchestration workflows, and other Azure AI Language related development tasks. Not for Azure AI Search (use azure-cognitive-search), Azure Speech in Foundry Tools (use azure-speech), Azure Translator (use azure-translator), Azure AI Document Intelligence (use azure-document-intelligence).
- ▌ Azure Machine Learning · microsoftdocsExpert knowledge for Azure Machine Learning development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when running AutoML jobs, Prompt Flow/RAG, online endpoints, feature stores, or Azure ML CLI/YAML, and other Azure Machine Learning related development tasks. Not for Azure Databricks (use azure-databricks), Azure HDInsight (use azure-hdinsight), Azure Synapse Analytics (use azure-synapse-analytics), Azure Data Science Virtual Machines (use azure-data-science-vm).
- ▌ Azure Redhat Openshift · microsoftdocsExpert knowledge for Azure Red Hat OpenShift development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when creating ARO clusters, configuring networking/storage, securing Entra auth & CMK, or integrating GPUs/NetApp Files, and other Azure Red Hat OpenShift related development tasks. Not for Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Container Apps (use azure-container-apps), Azure Container Instances (use azure-container-instances).
- ▌ Azure Resource Manager · microsoftdocsExpert knowledge for Azure Resource Manager development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when authoring Bicep/ARM templates, stacks/registries, multi-scope deployments, CI/CD, or cross-tenant auth, and other Azure Resource Manager related development tasks. Not for Azure Policy (use azure-policy), Azure Resource Graph (use azure-resource-graph), Azure Portal (use azure-portal), Azure Role-based access control (use azure-rbac).
- ▌ Azure Stream Analytics · microsoftdocsExpert knowledge for Azure Stream Analytics development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building ASA jobs with Event Hubs/Kafka, Cosmos/SQL outputs, ML/UDF queries, autoscale, or IoT Edge clusters, and other Azure Stream Analytics related development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure Data Factory (use azure-data-factory), Azure Event Hubs (use azure-event-hubs), Azure Functions (use azure-functions).
- ▌ Azure Virtual Machines · microsoftdocs bundleExpert knowledge for Azure Virtual Machines development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when sizing Azure VMs, tuning HPC/GPU/InfiniBand, encrypting disks/Trusted Launch, or running Oracle workloads, and other Azure Virtual Machines related development tasks. Not for SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines), Azure Virtual Machine Scale Sets (use azure-vm-scalesets), Azure Virtual Desktop (use azure-virtual-desktop), Azure Red Hat OpenShift (use azure-redhat-openshift).
- ▌ Azure Well Architected · microsoftdocsExpert guidance for designing, assessing, and optimizing Azure workloads using Azure Well Architected. Covers design review checklists, recommendations, design principles, tradeoffs, service guides, workload patterns, and assessment questions. Use when designing AI, HPC, SaaS, AVD workloads, choosing regions/AZs, or configuring AKS, App Service, and databases, and other Azure Well Architected related development tasks.
- ▌ Azure Cost Management · microsoftdocsExpert knowledge for Cost Management development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing Azure cost exports, budgets/alerts, tags, reservations/savings plans, or billing APIs, and other Cost Management related development tasks. Not for Azure Advisor (use azure-advisor), Azure Monitor (use azure-monitor), Azure Quotas (use azure-quotas), Azure Policy (use azure-policy).
- ▌ Azure Data Box Family · microsoftdocsExpert knowledge for Azure Data Box development including troubleshooting, best practices, limits & quotas, security, configuration, and integrations & coding patterns. Use when using Data Box/Disk/Heavy for offline data copy, SMB/NFS uploads, REST APIs, CMKs/Key Vault, or NTFS ACL preservation, and other Azure Data Box related development tasks. Not for Azure Import Export (use azure-import-export), Azure Stack Edge (use azure-stack-edge), Azure Virtual Machines (use azure-virtual-machines).
- ▌ Azure Ddos Protection · microsoftdocsExpert knowledge for Azure DDoS Protection development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, and integrations & coding patterns. Use when enabling DDoS IP/Network Protection, tuning policies, analyzing logs/metrics, or integrating NVAs and Azure Policy, and other Azure DDos Protection related development tasks. Not for Azure Firewall (use azure-firewall), Azure Firewall Manager (use azure-firewall-manager), Azure Web Application Firewall (use azure-web-application-firewall), Azure Virtual Network (use azure-virtual-network).
- ▌ Azure Large Instances · microsoftdocsExpert knowledge for Azure Large Instances development including troubleshooting, limits & quotas, and integrations & coding patterns. Use when configuring Epic SKUs, sizing volume groups, tuning EHR storage, or resolving Epic–ALI connectivity/perf issues, and other Azure Large Instances related development tasks. Not for Azure Baremetal Infrastructure (use azure-baremetal-infrastructure), Azure Virtual Machines (use azure-virtual-machines), Azure Virtual Machine Scale Sets (use azure-vm-scalesets), Azure HPC Cache (use azure-hpc-cache).
- ▌ Azure Managed Grafana · microsoftdocsExpert knowledge for Azure Managed Grafana development including troubleshooting, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when configuring private endpoints, Entra group sync, AKS/Prometheus data sources, SMTP alerts, or Enterprise plans, and other Azure Managed Grafana related development tasks. Not for Azure Monitor (use azure-monitor).
- ▌ Azure Metrics Advisor · microsoftdocsExpert knowledge for Azure AI Metrics Advisor development including decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when configuring data feeds, tuning anomaly detection, managing alerts/hooks, or calling Metrics Advisor REST/SDKs, and other Azure AI Metrics Advisor related development tasks. Not for Azure AI Anomaly Detector (use azure-anomaly-detector), Azure Monitor (use azure-monitor), Azure Stream Analytics (use azure-stream-analytics).
- ▌ Azure Network Watcher · microsoftdocsExpert knowledge for Azure Network Watcher development including troubleshooting, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when configuring flow logs, Traffic Analytics, packet capture, VPN monitoring, or KQL/Terraform integrations, and other Azure Network Watcher related development tasks. Not for Azure Monitor (use azure-monitor), Azure Networking (use azure-networking), Azure Virtual Network (use azure-virtual-network), Azure Firewall (use azure-firewall).
- ▌ Azure Peering Service · microsoftdocsExpert knowledge for Azure Peering Service development including limits & quotas. Use when validating prefix size, routing setup, BGP config, RPKI status, or AS number requirements, and other Azure Peering Service related development tasks. Not for Azure Internet Peering (use azure-internet-peering), Azure ExpressRoute (use azure-expressroute), Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan).
- ▌ Azure Signalr Service · microsoftdocsExpert knowledge for Azure SignalR Service development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring SignalR modes, upstreams, private endpoints, autoscale, multi-region topologies, or Event Grid integration, and other Azure SignalR Service related development tasks. Not for Azure Web PubSub (use azure-web-pubsub), Azure Service Bus (use azure-service-bus), Azure Event Hubs (use azure-event-hubs).
- ▌ Azure Static Web Apps · microsoftdocsExpert knowledge for Azure Static Web Apps development including troubleshooting, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when wiring SWA APIs to Azure DBs, configuring custom domains/DNS, auth/roles, CI/CD, or plan limits, and other Azure Static Web Apps related development tasks. Not for Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Container Apps (use azure-container-apps), Azure Web PubSub (use azure-web-pubsub).
- ▌ Azure Traffic Manager · microsoftdocsExpert knowledge for Azure Traffic Manager development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, and integrations & coding patterns. Use when configuring Traffic Manager profiles, routing methods, IaC (ARM/Bicep/Terraform), Traffic View, or nested designs, and other Azure Traffic Manager related development tasks. Not for Azure Front Door (use azure-front-door), Azure Load Balancer (use azure-load-balancer), Azure Application Gateway (use azure-application-gateway), Azure Virtual WAN (use azure-virtual-wan).
- ▌ Azure Virtual Desktop · microsoftdocsExpert knowledge for Azure Virtual Desktop development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing AVD host pools, autoscale, FSLogix profiles, MSIX App Attach, or Teams optimization, and other Azure Virtual Desktop related development tasks. Not for Azure Virtual Machines (use azure-virtual-machines), Azure Dev Box (use azure-dev-box), Azure VMware Solution (use azure-vmware-solution).
- ▌ Azure Virtual Network · microsoftdocsExpert knowledge for Azure Virtual Network development including best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and deployment. Use when configuring VNets, NSGs, VNet peering, service endpoints, public IP upgrades, or hybrid app routing, and other Azure Virtual Network related development tasks. Not for Azure Virtual Network Manager (use azure-virtual-network-manager), Azure Virtual WAN (use azure-virtual-wan), Azure VPN Gateway (use azure-vpn-gateway), Azure ExpressRoute (use azure-expressroute).
- ▌ Azure Vmware Solution · microsoftdocsExpert knowledge for Azure VMware Solution development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring AVS networking/HCX, vSAN/datastores, Horizon/VDI, JetStream DR, or SQL workloads on AVS, and other Azure VMware Solution related development tasks. Not for Azure Virtual Machines (use azure-virtual-machines), Azure Large Instances (use azure-large-instances), Azure Nutanix (use azure-nutanix), SAP HANA on Azure Large Instances (use azure-sap).
- ▌ Azure API Management · microsoftdocsExpert knowledge for Azure API Management development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when integrating APIM with AI backends, VNet/domains, OAuth/Entra ID, self-hosted gateways, or Front Door/App Gateway, and other Azure API Management related development tasks. Not for Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Logic Apps (use azure-logic-apps), Azure Service Bus (use azure-service-bus).
- ▌ Azure Cloud Services · microsoftdocsExpert knowledge for Azure Cloud Services development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing Cloud Services Guest OS upgrades, Key Vault certs, autoscale rules, .csdef/.cscfg configs, or PowerShell automation, and other Azure Cloud Services related development tasks. Not for Azure App Service (use azure-app-service), Azure Virtual Machines (use azure-virtual-machines), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Functions (use azure-functions).
- ▌ Azure Container Apps · microsoftdocsExpert knowledge for Azure Container Apps development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Dapr, KEDA scaling, Java microservices, GPUs, or CI/CD to Azure Container Apps, and other Azure Container Apps related development tasks. Not for Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Spring Apps (use azure-spring-apps).
- ▌ Azure Content Safety · microsoftdocsExpert knowledge for Content Safety in Foundry Control Plane development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Content Moderator limits, Docker CS containers, blocklists, media provenance, or groundedness APIs, and other Content Safety in Foundry Control Plane related development tasks. Not for Azure Content Understanding in Foundry Tools (use azure-content-understanding), Azure Speech in Foundry Tools (use azure-speech), Azure Security (use azure-security), Azure Defender For Cloud (use azure-defender-for-cloud).
- ▌ Azure Database Mysql · microsoftdocsExpert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when deploying MySQL Flexible Server, configuring HA/networking, backups/replicas, migrations, or app integrations, and other Azure Database for MySQL related development tasks. Not for Azure Database for PostgreSQL (use azure-database-postgresql), Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines).
- ▌ Azure Extended Zones · microsoftdocsExpert knowledge for Azure Extended Zones development including limits & quotas, security, and configuration. Use when registering subs, authoring Azure Policy, deploying Azure Firewall, CMK disk encryption, or quota requests, and other Azure Extended Zones related development tasks. Not for Azure Virtual Network (use azure-virtual-network), Azure Virtual WAN (use azure-virtual-wan), Azure Traffic Manager (use azure-traffic-manager).
- ▌ Azure Iot Operations · microsoftdocsExpert knowledge for Azure IoT Operations development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building MQTT/OPC UA data flows, WASM/ONNX processing, Dapr/Fabric RT endpoints, or ISA-95 namespaces, and other Azure IoT Operations related development tasks. Not for Azure IoT (use azure-iot), Azure IoT Hub (use azure-iot-hub), Azure IoT Edge (use azure-iot-edge), Azure Defender For Iot (use azure-defender-for-iot).
- ▌ Azure Managed Lustre · microsoftdocsExpert knowledge for Azure Managed Lustre development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when deploying AML with AKS/Linux, Blob import/export, AzCopy POSIX migration, quotas, or MLPerf-based sizing, and other Azure Managed Lustre related development tasks. Not for Azure Blob Storage (use azure-blob-storage), Azure Container Storage (use azure-container-storage), Azure Elastic SAN (use azure-elastic-san), Azure NetApp Files (use azure-netapp-files).
- ▌ Azure Operator Nexus · microsoftdocsExpert knowledge for Azure Operator Nexus development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and deployment. Use when managing Nexus clusters, network fabric (BGP/QoS), secure access/RBAC, AKS/ETCD, or near-edge storage, and other Azure Operator Nexus related development tasks. Not for Azure Baremetal Infrastructure (use azure-baremetal-infrastructure), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Virtual Network (use azure-virtual-network), Azure Operator Service Manager (use azure-operator-service-manager).
- ▌ Azure Resource Graph · microsoftdocsExpert knowledge for Azure Resource Graph development including troubleshooting, best practices, decision making, limits & quotas, configuration, and integrations & coding patterns. Use when querying via CLI/PowerShell/REST, using GET/LIST vs Query, handling paging/quotas, or Power BI ARG reports, and other Azure Resource Graph related development tasks. Not for Azure Monitor (use azure-monitor), Azure Policy (use azure-policy), Cost Management (use azure-cost-management), Azure Resource Manager (use azure-resource-manager).
- ▌ Azure Service Fabric · microsoftdocsExpert knowledge for Azure Service Fabric development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing Service Fabric clusters, Reliable Services/Actors, reverse proxy, sfctl/PowerShell ops, or CI/CD upgrades, and other Azure Service Fabric related development tasks. Not for Azure Cloud Services (use azure-cloud-services), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Container Apps (use azure-container-apps), Azure App Service (use azure-app-service).
- ▌ Azure Service Health · microsoftdocsExpert knowledge for Azure Service Health development including troubleshooting, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when handling Service Health APIs, Resource Graph queries, webhooks, VM Resource Health, or retirement alerts, and other Azure Service Health related development tasks. Not for Azure Monitor (use azure-monitor), Azure Reliability (use azure-reliability), Azure Resiliency (use azure-resiliency).
- ▌ Azure Update Manager · microsoftdocsExpert knowledge for Azure Update Manager development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when onboarding VMs/Arc, configuring patch schedules/ESU, using SDK/REST APIs, or migrating from ConfigMgr, and other Azure Update Manager related development tasks. Not for Azure Automation (use azure-automation), Azure Monitor (use azure-monitor), Azure Policy (use azure-policy), Azure Resource Manager (use azure-resource-manager).
- ▌ Azure Custom Vision · microsoftdocsExpert knowledge for Azure AI Custom Vision development including best practices, decision making, limits & quotas, security, integrations & coding patterns, and deployment. Use when exporting Custom Vision models, calling prediction APIs, using ONNX/TensorFlow, managing CMK/RBAC, or Smart Labeler, and other Azure AI Custom Vision related development tasks. Not for Azure AI Vision (use azure-ai-vision), Azure AI services (use microsoft-foundry-tools), Azure Machine Learning (use azure-machine-learning), Azure AI Foundry Local (use microsoft-foundry-local).
- ▌ Azure Data Explorer · microsoftdocsExpert knowledge for Azure Data Explorer development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when securing ADX (RBAC, managed identities), automating cluster/schema deployment, integrating via ODBC/JDBC, tuning ingestion, or designing DR/multitenant architectures, and other Azure Data Explorer related development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure Stream Analytics (use azure-stream-analytics), Azure HDInsight (use azure-hdinsight), Azure Databricks (use azure-databricks).
- ▌ Azure Dedicated Hsm · microsoftdocsExpert knowledge for Azure Dedicated HSM development including troubleshooting, decision making, architecture & design patterns, security, and deployment. Use when sizing HSM clusters, configuring ExpressRoute IP SKUs, securing VNets, or planning HSM retirement/migration, and other Azure Dedicated HSM related development tasks. Not for Azure Cloud Hsm (use azure-cloud-hsm), Azure Key Vault (use azure-key-vault), Azure Payment Hsm (use azure-payment-hsm).