- Azv Azure To BicepReverse-engineer a live Azure scope (resource group or filtered subscription) into deployment-ready Bicep templates. Discovers resources via Azure MCP, extracts full configurations, generates modular Bicep with parameter files, and documents out-of-scope dependencies that require separate changes.Azure/AZVerify98
- Azv Azure To DiagramReverse-engineer a live Azure scope (resource group or filtered subscription) into a professional Draw.io architecture diagram. Discovers resources via Azure MCP, infers relationships from resource properties, filters infrastructure-only resources, and generates a diagram following established AzVerify conventions.Azure/AZVerify98
- Azv Bicep Diagram SyncCompare Bicep templates against a Draw.io Azure architecture diagram to detect resource-level divergence. Reports differences and offers resolution — update Bicep to match the diagram, update the diagram to match Bicep, or selectively resolve per resource.Azure/AZVerify98
- Azv Bicep Policy CheckCheck a Bicep template against the Azure Policy assignments in the target Azure environment to determine whether the resources would be compliant before deployment. Uses the checkPolicyRestrictions REST API for fast server-side evaluation, with a legacy CLI fallback. Produces a per-resource compliance report with remediation guidance.Azure/AZVerify98
- Azv Bicep WhatifCompare Bicep templates against a live Azure environment by querying Azure directly and parsing the Bicep template. Presents categorized change results (Create, Modify, Delete, No Change) without deploying anything. Does NOT use ARM what-if.Azure/AZVerify98
- Azv Diagram Azure SyncCompare a Draw.io Azure architecture diagram against a live Azure environment to detect drift. Supports quick mode (existence check) and deep mode (full property-level comparison). Reports differences and offers resolution — update the diagram, update Azure, or selectively resolve per resource.Azure/AZVerify98
- Azv Diagram Azure Sync DeepDeep-compare a Draw.io Azure architecture diagram against a live Azure environment — checks both resource existence AND every tracked configuration property (SKU, size, settings, etc.) against expected values. Reports existence drift and property-level drift with severity classification, and offers per-property resolution.Azure/AZVerify98
- Azv Diagram To BicepGenerate deployment-ready Bicep templates and PowerShell scripts from an approved Draw.io Azure architecture diagram. Parses the diagram, generates a user-editable .bicepparam file with descriptive comments, validates against Azure constraints, and outputs modular Bicep with deployment scripts.Azure/AZVerify98
- Azv Sketch To DiagramConvert a rough sketch or drawing of an Azure architecture into a professional Draw.io diagram using Azure-specific shapes. Upload a sketch image or describe your architecture, and this skill will identify resources, ask clarifying questions, validate feasibility, and generate the diagram via the Draw.io MCP.Azure/AZVerify98
- Policy AuthoringConventions and patterns for creating policy authoring types in the Azure API Management policy toolkit. Use this skill when creating or modifying config records in src/Authoring/Configs/ or adding methods to section context interfaces.Azure/azure-api-management-policy-toolkit89
- Policy Codebase ReferenceReference guide for the Azure API Management policy toolkit codebase structure. Use this skill when you need to find existing policies, infrastructure, or naming conventions.Azure/azure-api-management-policy-toolkit89
- Policy CompilationConventions and patterns for creating policy compilers in the Azure API Management policy toolkit. Use this skill when creating or modifying compiler classes in src/Core/Compiling/Policy/.Azure/azure-api-management-policy-toolkit89
- Policy EmulatorConventions and patterns for creating gateway emulator policy handlers in the Azure API Management policy toolkit. Use this skill when creating or modifying handler classes in src/Testing/Emulator/Policies/.Azure/azure-api-management-policy-toolkit89
- Policy Emulator TestingConventions and patterns for writing gateway emulator policy handler tests in the Azure API Management policy toolkit. Use this skill when creating or modifying test files in test/Test.Testing/Emulator/Policies/.Azure/azure-api-management-policy-toolkit89
- Policy TestingConventions and patterns for writing policy compilation tests in the Azure API Management policy toolkit. Use this skill when creating or modifying test files in test/Test.Core/Compiling/.Azure/azure-api-management-policy-toolkit89
- Ccp Deployto StandaloneBuild a prometheus-collector CCP test image, deploy it to an AKS standalone, and validate metric scraping and ingestion into Azure Monitor.Azure/prometheus-collector86
- Ccp Update ProdimageBump the CCP prometheus-collector image tag across toggle file, featureflag readers, and regenerate helm fixtures in aks-rp. Use when "update promcollector image tag", "bump prometheus-collector CCP tag", or "ccp update-prodimage".Azure/prometheus-collector86
- Compare Cluster ManifestsCompare helm manifests between two AKS clusters running azure-monitor-metrics addon and generate a detailed diff report. Use when "compare manifests between clusters", "diff cluster deployments", "what changed between clusters", or "compare helm releases".Azure/prometheus-collector86
- Release Aks Rp AddonExecute the AKS RP addon release for azure-monitor-metrics — update image tags, chart templates, versioning schemes, manifests, snapshots, and release notes. Use when "release new image to AKS RP", "update aks-rp image tags", "bump metrics addon version", "do an AKS RP release", or "monthly release for prometheus-collector". Also handles updating RELEASENOTES.md in this repo.Azure/prometheus-collector86
- Validate Release Ready Image CidevValidate a prometheus-collector release image after version bump PR deploys to CI dev clusters, ensuring it's ready for production. Covers both the automated CI pipeline flow and manual validation steps. Use when "validate release image", "check CI test results", "debug testkube failures", or "is this image ready to release".Azure/prometheus-collector86
- Validate Release Ready Image CiprodValidate a prometheus-collector release image on the CI prod cluster (ci-prod-aks-mac-weu), ensuring it's healthy and ready for production. Manual validation only — no build pipeline checks. Use when "validate prod image", "check ci-prod cluster", "verify prod deployment", or "is the prod image healthy".Azure/prometheus-collector86
- Typespec Go Add Spector TestAdds a Spector mock API test for the typespec-go emitter. Use when given a Spector case link (http-specs or azure-http-specs) to generate the Go client, add it to tspcompile.js, write `*_client_test.go` tests, and validate them against the Spector mock server.Azure/autorest.go79
- Typespec Go Bump And ReleaseUpgrade tsp toolset dependencies for the @azure-tools/typespec-go package in Azure/autorest.go repo. Use when user wants to bump, update, or upgrade the TypeSpec toolset dependencies (e.g., @typespec/compiler, @typespec/http, @azure-tools/typespec-client-generator-core, @azure-tools/azure-http-specs), create a release PR, or publish a new version of typespec-go.Azure/autorest.go79
- Avm Terraform Module DevelopmentAzure Verified Modules (AVM) Terraform development workflow for fixing issues and adding featuresAzure/terraform-azurerm-avm-template74
- Vscode Aks Tools Release PrPrepare a release PR for the Azure/vscode-aks-tools VS Code extension. Bumps version in package.json and package-lock.json, creates a new What's New doc, updates SUMMARY.md / release.md / README.md / releasing.md, and removes stale prior-release files. WHEN: 'make a release PR', 'release vscode-aks-tools', 'bump extension version', 'create publish-x.y.z branch', 'prepare release notes for aks tools', 'what's new file for next release'. DO NOT USE FOR: actually publishing to the marketplace (thatAzure/vscode-aks-tools65
- DesignDesign rules and conventions for the API Center Portal. Use when editing detail pages, card components, badges, layout, navigation, sidebars, or headers. Covers badge styling, metadata placement, page navigation patterns, and layout alignment.Azure/APICenter-Portal-Starter43
- Ca ReleaseRelease workflow for containerization-assist (CA). Use when: cutting a new release, bumping patch/minor/major version, updating CHANGELOG.md for a release, preparing a release branch, syncing version across package.json and server.json, releasing CA, tagging a version, publishing a new version of containerization-assist.Azure/containerization-assist41
- Fix DockerfileValidate and remediate an existing Dockerfile against security, performance, and best-practice rules. Use AFTER a Dockerfile exists (either user-authored or produced by generate-dockerfile) and BEFORE building or pushing the image. Triggers include "fix my Dockerfile", "is this Dockerfile secure", "validate Dockerfile", "check Dockerfile for issues", "audit Dockerfile", or any container build flow that needs a sanity check.Azure/containerization-assist41
- Generate DockerfileGenerate or enhance a Dockerfile for a containerized application using curated base-image recommendations and security best practices. Use AFTER analyze-repo (or after the user has told you the language/framework). Triggers include "generate a Dockerfile", "containerize this", "write Dockerfile for X", or when running aks-loop and no Dockerfile yet exists. If a Dockerfile already exists, this skill enhances it in place.Azure/containerization-assist41
- Generate K8s ManifestsGenerate production-ready Kubernetes manifests (Deployment, Service, ConfigMap, Secret, ServiceAccount, optional HPA) for a containerized application. Use AFTER a Dockerfile exists and has been validated by fix-dockerfile. Triggers include "generate kubernetes manifests", "deploy this to k8s", "write k8s yaml", "create deployment yaml", or when running aks-loop and image is built. Writes manifests directly to the target directory.Azure/containerization-assist41
- Fix Sync Sdk**WORKFLOW SKILL** - Update TypeSpec project, regenerate SDK, to fix error on SDK project. USE FOR: "fix sdk lib <project-name>".Azure/autorest.java38
- Migrate Sdk Typespec**WORKFLOW SKILL** - Update SDK project and TypeSpec project, regenerate SDK, to fix error on SDK project. USE FOR: "migrate sdk lib for <tsp-project>".Azure/autorest.java38
- Pr StandardsUse when creating, reviewing, or preparing a pull request — enforces team PR standards including size, summary quality, CI checks, commit hygiene, and review workflow.Azure/ARO-HCP38
- Validate Dev Build**WORKFLOW SKILL** - Build the emitter with dev dependencies, and validate end-to-end tests. USE FOR: "validate dev build".Azure/autorest.java38
- Ai InfraAzure HPC and AI infrastructure operations on CycleCloud Workspace for Slurm and AKS clusters with NVIDIA GB300/H100 GPUs. Use for: NCCL bandwidth tests, GPU validation, InfiniBand checks, thermal stress, rack topology (MNNVL), Azure Guest Health Reporting (aka GHR and used for reporting a node failure to Azure), draining and replacing bad nodes, outlier detection, and SKU performance baselines. Covers both Slurm and AKS execution paths.Azure/ai-infrastructure-on-azure31
- Csi Spec ConformanceVerify that changes to the local-csi-driver conform to the Container Storage Interface (CSI) specification. Use when adding or modifying any CSI gRPC RPC (Identity, Controller, Node), changing advertised capabilities, error codes, idempotency behavior, or capacity handling. Cross-references the upstream CSI spec, runs focused unit tests (the csi-test sanity suite is optional), and applies a per-RPC conformance checklist.Azure/local-csi-driver31
- Create Linter RuleCreate a new TypeSpec linter rule, lint diagnostic, or design guideline checker with a TDD approach, including implementation, tests, documentation, ruleset registration, and changeset. Use this skill when asked to create, add, implement, or write a new linter rule, lint warning, validation rule, or design guideline enforcement for TypeSpec Azure libraries.Azure/typespec-azure27
- Doc Example GeneratorGenerate verified code examples for TypeSpec documentation. Use this skill to create TypeSpec examples that compile successfully, then run each language emitter to extract real API surface code for the <ClientTabs> blocks in user-facing docs.Azure/typespec-azure27
- Hotfix ReleasePublish a hotfix (patch) release for one or more packages from an existing release branch. Use when the user wants to kick, start, or perform a hotfix release on a release/* branch.Azure/typespec-azure27
- Tcgc NewsletterCompose a TCGC monthly newsletter for @azure-tools/typespec-client-generator-core. Use when: writing newsletter, creating release notes, summarizing TCGC changes, drafting monthly update.Azure/typespec-azure27
- Agt E2e EncryptionKars AGT E2E encryption skill — how the Signal Protocol inter-agent messaging works, how to debug it, and what was patched.Azure/kars23
- Agt GovernanceBehavioral governance for OpenClaw agents via AGT — tool-level policy, inter-agent trust, audit logging.Azure/kars23
- Foundry AgentsQuery and inspect Foundry prompt agents and invoke Foundry tools via the Responses API. OpenClaw is the orchestrator — Foundry provides managed AI services.Azure/kars23
- Foundry CodePython code execution via Azure AI Foundry Responses API with code_interpreter tool. Data analysis, charts, and math in a managed sandbox.Azure/kars23
- Foundry ConversationsManage persistent conversations via Foundry Conversations API. Create conversations, add messages, and maintain history across sessions.Azure/kars23
- Foundry DeploymentsQuery model deployments, connections, and indexes in the Foundry project. Discover available models and infrastructure.Azure/kars23
- Foundry EvaluationsEvaluate agent quality using Foundry OpenAI Evals API. Create evaluations, run them against models, and analyze results.Azure/kars23
- Foundry KnowledgeKnowledge retrieval (RAG) via Foundry file_search and azure_ai_search tools. Agentic retrieval with citations — uses Responses API.Azure/kars23
- Foundry MemoryPersistent long-term memory via Foundry Memory Store APIs. User preferences and chat summaries survive pod restarts — no Foundry hosted agent needed.Azure/kars23
- Foundry Web SearchReal-time web search via Azure AI Foundry Responses API with bing_grounding tool. Get current information with citations — no egress policy needed.Azure/kars23
- Kars DeploymentKars deployment and infrastructure skill — how to deploy, build images, manage AKS, and troubleshoot.Azure/kars23
- Kars SpawnSpawn secure isolated sub-agent sandboxes, delegate tasks via AGT mesh, receive results, and destroy sub-agents. Uses the kars_spawn, kars_mesh_send, kars_mesh_inbox, and kars_spawn_destroy tools.Azure/kars23
- Mesh FederationPair with a kars cluster and offload heavy tasks to governed cloud sandboxes with GPU / foundation-model inference / Azure AI services, or communicate with other agents over end-to-end encrypted AgentMesh. Triggers on natural-language intents like "offload to the cloud", "run this on Azure", "ask my cluster to…", "send a message to agent X", "who is on the mesh", "check my inbox", "is my offload done".Azure/kars23
- Azure ConnectornamespaceAzure Connector Namespace — manage namespaces, connections, triggers, and MCP server configs. Connect external SaaS services (Office 365, Teams, SharePoint, OneDrive, Forms, GitHub, Azure Blob) to any user-provided webhook URL via event-driven triggers, expose selected connector operations as an MCP server endpoint, or call connector operations on demand via dynamicInvoke. Use when: - Managing connector namespaces and connections - Creating trigger configs that POST to a callback URL - SubscribiAzure/Connectors20
- Azure Connectornamespace Aca SandboxAzure Connector Namespace — ACA sandbox edition. Manage connector namespaces, connections, and triggers that wire external services (Office 365, Teams, Forms, SharePoint, OneDrive, GitHub, Azure Blob) into ACA sandbox apps via event-driven triggers or direct API calls using connection runtime URLs. Use when: - Managing connector namespaces and connections for ACA sandboxes - Creating trigger configs whose callbacks target sandbox endpoints - Wiring event sources to ACA sandbox callbacks via gateAzure/Connectors20
- Contentflow Custom ExecutorCreate custom ContentFlow executors for document processing pipelines. Use when building new executors, extending BaseExecutor/ParallelExecutor/InputExecutor, working with the Content data model, registering executors in executor_catalog.yaml, or implementing process_input/process_content_item/crawl methods. Triggers on custom executor, new executor, ContentFlow executor, pipeline step, Content model, executor catalog, process_input, process_content_item, BaseExecutor, ParallelExecutor, InputExeAzure/contentflow20
- Copilot SdkBuild agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.Azure/contentflow20
- Prepare ReleasePrepare a release for the Azure App Configuration JavaScript Provider. Use when user mentions release preparation, version bump, creating merge PRs, preview release, or stable release for this project.Azure/AppConfiguration-JavaScriptProvider18
- Onebox Deploy TestBuild the Rust SF samples, deploy them to a local onebox cluster (Linux devcontainer or Windows host), and run the integration test suite. Use when the user asks to "run the integration tests", "deploy to onebox and test", "redeploy and re-run", "verify on a real cluster", "bring up onebox", or after non-trivial changes to crates/samples/* or crates/libs/* that need end-to-end validation. Covers cmake build, sfctl/PowerShell provisioning, cluster health waits, and `cargo test --all -- --nocapturAzure/service-fabric-rs17
- Reflection App TestingRun, gate, inspect, and clean up reflection-sample integration tests against the local onebox (Linux devcontainer or Windows host). Use when the user asks to "run the reflection e2e test", "approve a stuck gate", "list pending replica gates", "detach a controller", "clean up test apps", "redeploy the reflection sample after a code change", or after touching crates/samples/reflection/src/control.rs / grpc_control.rs / proto/control.proto / proto/initdata.proto. Wraps the reflection_ctl operator CAzure/service-fabric-rs17