federalavd-deployment-dependency-reviewValidate FederalAVD deployment sequencing and output-to-input dependencies across Networking, AVD Shared Services, Image Management, Image Build, Host Pool, and add-ons. Use when planning deployment order, wiring deployment outputs into parameter files,…federalavd-windows-policy-validationCreate, modify, review, and validate Windows policy settings in FederalAVD scripts and artifacts. Use when changing Optimize-AVDImage.ps1, Registry.pol writes, policy registry values, Windows services or scheduled tasks used as policy controls, ADMX-backed…federalavd-artifact-authoringCreate, update, and validate FederalAVD image artifacts and software download definitions. Use when adding customer-example artifacts, editing downloads.json, packaging installers, documenting download sources, or preparing artifacts for connected or…federalavd-bicep-maintenanceModify and validate FederalAVD Bicep templates, generated ARM JSON, and deployment parameters. Use when changing Azure resources, module contracts, parameters or outputs, synchronizing Bicep with ARM JSON, publishing Template Specs, or diagnosing Bicep…federalavd-policy-authoringCreate, modify, review, and validate FederalAVD session-host Azure Policy definitions, initiatives, assignments, remediation templates, and policy RBAC. Use when changing Modify or DeployIfNotExists policies, nested deployment templates, policy sets, policy…federalavd-ui-form-maintenanceCreate, modify, review, and validate FederalAVD uiFormDefinition.json files and Azure Portal Form View behavior. Use when changing form elements, visibility, constraints, EditableGrid columns, defaults, expressions, API controls, or output-to-Bicep parameter…avd-alert-kql-validationCreate and review KQL for the FederalAVD AVD Alerts add-on. Use when adding or changing scheduled query alerts, comparing alert logic with Microsoft AVD Insights workbooks, investigating query failures, or documenting intentional workbook deviations.federalavd-air-gapped-readinessReview FederalAVD deployments and image artifacts for Azure Government Secret or Top Secret air-gapped readiness. Use when auditing downloads.json, finding public network dependencies, preparing transfer inventories, validating pre-staged files, or checking…
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Azure · Repositories and representative skills - Page 3
Repository-level view of 753 collected skills across 122 GitHub repositories.
create-release-version-prCreate a prometheus-collector version bump and release notes PR by reviewing every commit merged to main since the previous version bump PR. Use when "create a release PR", "create version bump PR", "prepare release notes", "cut a prometheus-collector…upgrade-kube-state-metricsUpgrade the kube-state-metrics (KSM) image shipped with the azure-monitor-metrics addon to the latest Microsoft-built (dalec) version, verify it against MCR, and generate the PR changelog. Use when "upgrade kube-state-metrics", "bump KSM version", "update…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".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…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…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…ccp-deployto-standaloneBuild a prometheus-collector CCP test image, deploy it to an AKS standalone, and validate metric scraping and ingestion into Azure Monitor.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".
avm-tf-azapiUse for AVM Terraform AzAPI resources, provider constraints, ARM schemas, parent IDs, resource types, retries, timeouts, response exports, replacement triggers, and ignore_body_changes.avm-tf-classificationsUse this skill whenever a contributor is deciding what KIND of Azure Verified Module to build in Terraform — resource module, pattern module, or utility module — or is naming a module / GitHub repo / Terraform Registry entry. Covers the three module classes,…avm-tf-codestyleUse for AVM Terraform file layout, HCL style, variables, outputs, validation, lifecycle syntax, provider requirements, and Avm.Authoring formatting.avm-tf-interfacesUse for AVM Terraform diagnostic settings, role assignments, locks, managed identities, private endpoints, customer-managed keys, tags, and AzAPI control interfaces.avm-tf-migrationUse for AVM Terraform AzureRM-to-AzAPI migrations, state preservation, moved blocks, provider state moves, submodule extraction, upgrade tests, and post-migration specification compliance.avm-tf-processUse for the AVM Terraform contribution process from module proposal and repository setup through implementation, Avm.Authoring validation, pull request review, and release.avm-tf-submodulesUse for AVM Terraform ARM subresources implemented as local submodules, including cardinality, parent_id, resource_types, retry, timeouts, ignore_body_changes, outputs, files, and tests.avm-tf-testingUse for AVM Terraform validation, provider-mocked unit tests, real-Azure integration tests, E2E example tests, PowerShell hooks, OIDC, policy checks, and Avm.Authoring CI behavior.
aks-automatic-readinessAssess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from AKS Standard to AKS Automatic. WHEN: migrate to AKS Automatic, check AKS Automatic readiness,…aks-troubleshootingDebug and root-cause live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation and structured report. WHEN: pod crashes or Pending, CrashLoopBackOff, OOMKilled, ImagePullBackOff, node NotReady, DNS failure, ingress 502/503,…aks-gpu-inferenceDay-2 operations for GPU and model-inference workloads on Azure Kubernetes Service (AKS): diagnose GPU pods stuck Pending, missing nvidia.com/gpu, CUDA/driver mismatches, model OOM on weight load, GPU vCPU-quota failures, KAITO (AI toolchain operator)…aks-known-issuesMatch exact AKS operation-failure signatures to documented causes and fixes. WHEN: an AKS create, scale, upgrade, node-image, or image-pull failure names VMCannotFitEphemeralOSDisk, LinkedAuthorizationFailed, NodePoolMcVersionIncompatible, 'NodeImageVersion…aks-network-capturePacket-level network evidence for AKS: run a bounded, distributed packet capture across nodes (filtered by IP, port, or tcpdump/BPF expression), and collect Azure network resources (NSG rules, route tables, firewall, VNET peering) when you need pcap-level…aks-cluster-setupMake the AKS-specific design decisions for a new production Azure Kubernetes Service (AKS) cluster — SKU (Automatic vs Standard), pod IP model (Azure CNI Overlay vs kubenet), API-server access, egress, identity, upgrades, node pools, and reliability — then…aks-cost-optimizationReduce Azure Kubernetes Service (AKS) spending: pod rightsizing, VPA-driven recommendations, cluster-autoscaler tuning, spot node pools, namespace-level cost visibility, and cost-anomaly detection. WHEN: rightsize pods, VPA recommendations, idle nodes,…holmesgpt-evalRun HolmesGPT evals (tests/llm/fixtures/test_ask_holmes) against the current agent itself (agent-native). The agent must answer the prompts itself (no external wrapper) using its own tools, run before_test/after_test around each case, compare the answer to…
create-new-resourceUse when adding a new Azure resource, or a new API version of an existing resource, to Azure Service Operator.migrate-json-golden-tests**WORKFLOW SKILL** — Migrate JSON-based golden file test scenarios (TestGolden) to programmatic Go unit tests in the pipeline package. USE FOR: converting testdata/<GroupName>/*.json scenarios into Go tests that construct types with astmodel and run specific…migrate-group-versioning**WORKFLOW SKILL** — Migrate an Azure resource group from legacy to hybrid versioning mode in ASO. USE FOR: moving a group (e.g., appconfiguration, cache, network) from VersionMigrationModeLegacy to VersionMigrationModeHybrid in the code generator, updating…create-release-notesUse when creating polished ASO release notes by automatically determining changes from git history since the last release tag.create-releaseUse when creating a new ASO release, including pre-checks, release notes generation, draft GitHub release creation, documentation updates, and ROADMAP changes.testing-aso-recordingsUse when you need to run ASO controller CRUD tests or sample tests, verify recordings play back correctly, or re-record after changes.diagnosing-vcr-failuresUse when ASO controller CRUD tests or sample tests fail during playback or recording, to diagnose the failure and re-record if needed.
terraform-parity-proposalConverts an approved structured parity handoff into a read-only, human-reviewable proposal plan for the allow-listed Terraform repository.architecture-decisionConducts and records a verifiable AI Landing Zone architecture decision. Use when a choice alters module boundaries, contracts, identity, networking, deployment topology, or operation with meaningful reversal cost.deployment-operationsSafely investigates and operates AI Landing Zone preflight, What-If, azd, Azure DevOps, and jumpbox bootstrap paths. Use for approved deployment operations or incident diagnosis.documentation-consistencyKeeps AI Landing Zone contributor, user, and operator documentation aligned with shipped Bicep behavior. Use for parameters, defaults, outputs, topology, deployment flow, operations, or releases.engineering-principlesAI Landing Zone architecture and implementation principles. Use before Azure or Bicep design, review, meaningful refactoring, security, validation, release, or operational work.iac-validationBuilds an evidence-based validation plan for AI Landing Zone Copilot assets, Bicep, parameters, scripts, and Azure deployment behavior. Use after implementation or during regression investigation.release-managementPrepares and validates AI Landing Zone semantic releases. Use for changelog entries, manifest versions, release branches, tags, GitHub Releases, and post-release branch reconciliation.
common-aaz-custom-code-generationUse after routing to AAZ subclass custom, or when adding/updating Azure CLI AAZ generated command customization. Generates custom classes that subclass AAZ generated commands while limiting uncertainty with required slots, templates, and validation gates.common-custom-code-routerUse when adding or updating Azure CLI command module custom code and deciding whether the requested work should use AAZ subclass custom, legacy SDK-backed custom, or legacy non-SDK custom before generating code.common-legacy-non-sdk-custom-code-generationUse after routing to legacy non-SDK custom, or when adding/updating Azure CLI legacy custom command functions whose main behavior is local tools, subprocesses, data-plane APIs, raw HTTP, diagnostics, install flows, file/environment orchestration, or generated…common-legacy-sdk-backed-custom-code-generationUse after routing to legacy SDK-backed custom, or when adding/updating Azure CLI legacy custom command functions that call Azure Python SDK clients through CliCommandType, client_factory, cmd.get_models, g.command, g.show_command, or generic_update_command.common-live-test-from-helpUse when creating or updating Azure CLI live tests from module help examples. Resolve generated vs manual help precedence, detect missing examples, scaffold scenario tests, and enforce 80% command-level coverage checks.openspec-apply-changeImplement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
azure-api-reviewShared Azure REST API review rules for OpenAPI (Swagger) and TypeSpec specifications. Contains cross-cutting review guidelines plus plane-specific references used by the ARM and data-plane API reviewers, code review agents, and CI workflows. USE FOR:…foundry-route-doc-checkValidates that all TypeSpec route operations in the AI Foundry data-plane (Foundry) domain have documentation comments and @summary decorators with correct voice, replaces documentation-required suppressions with generated documentation, and uses description…azure-ps-design-reviewConversational agent that guides developers through creating complete Azure PowerShell cmdlet design specifications. Walks through an interactive interview covering service release details, contacts, scenarios, cmdlet syntax, parameter sets, piping, test…openai-typespec-updateUpdate the `@azure-tools/openai-typespec` package that supplies OpenAI TypeSpec definitions and views used by this repo. WHEN: "update OpenAI TypeSpec definitions", "bump openai-typespec", "refresh OpenAI TypeSpec models/views", "upgrade…azsdk-common-generate-sdk-locallyGenerate, build, and test Azure SDKs locally from TypeSpec with automatic customization. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "run CI checks", "validate package", "run checks", "update changelog", "fix SDK build errors", "fix breaking…azure-typespec-authorAuthors and modifies Azure TypeSpec (.tsp) API specifications. USE FOR: any TypeSpec/tsp change — api versions (add, bump, preview, stable, promote), resources, operations, models, properties, decorators, visibility, constraints, breaking changes, LRO,…
azsdk-common-apiview-feedback-resolutionAnalyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES:…azsdk-common-generate-sdk-locallyGenerate, build, and test Azure SDKs locally from TypeSpec with automatic customization. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "run CI checks", "validate package", "run checks", "update changelog", "fix SDK build errors", "fix breaking…azsdk-common-prepare-release-planCreate, get, update, abandon, and link SDK PRs to release plan work items for Azure SDK releases. **UTILITY SKILL**. USE FOR: "create release plan", "get release plan", "update release plan", "update API spec in release plan", "update SDK details in release…azsdk-common-sdk-releaseCheck release readiness and trigger the release pipeline for Azure SDK packages. **UTILITY SKILL**. USE FOR: "release SDK", "trigger release", "check release readiness", "release pipeline", "publish package", "ship SDK". DO NOT USE FOR: SDK development, code…azsdk-common-pipeline-analysisAnalyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format. Load this skill before calling azsdk_analyze_pipeline, which returns raw failure data that this skill interprets and formats. USE FOR: "pipeline…azsdk-common-pipeline-fixerAutomatically fix Azure SDK CI/CD pipeline failures by applying code changes and verifying locally. USE FOR: "fix pipeline failure", "fix CI", "fix failing tests", "auto-fix and commit the fix", "fix build error", "fix mypy/pylint/type-check/lint errors",…
documentation-consistencyKeeps ingestion repository and published Agent Landing Zone documentation aligned with shipped formats, configuration, indexing, deployment, audit, and operator behavior.releasePrepare and reconcile repository releases, including version selection, SemVer checks, release branches, changelog updates, release notes, tags, GitHub releases, and publication approval gates. Use when asked to prepare, version, tag, publish, roll back, or…engineering-principlesIngestion architecture and implementation principles. Use for design, review, meaningful refactoring, Azure integration, document security, testing, or operational changes.service-releasePrepares and validates agent-app-ingestion releases. Use for release branches, VERSION, changelog entries, compatible Agent Landing Zone pins, tags, images, and GitHub Release notes.architecture-decisionConducts and records a verifiable ingestion architectural decision. Use when a choice alters pipeline boundaries, chunk/index contracts, identity, data, source integration, deployment, or operation with meaningful reversal cost.ingestion-validationSelects and runs evidence-based validation for Python ingestion, chunking, jobs, Azure AI Search contracts, deployment assets, and the operator frontend. Use whenever repository behavior or engineering assets change.
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.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.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/.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/.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/.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/.
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",…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…analyze-repoDetect languages, frameworks, build systems, dependencies, databases, and environment variables in a repository **for the purpose of containerization or cloud deployment**. Use BEFORE generating a Dockerfile, fixing a Dockerfile, or generating Kubernetes…deploy-to-aksEnd-to-end orchestrator that takes a source repository through analysis → Dockerfile → image build → security scan → AKS cluster prep → ACR push → Kubernetes manifests → deploy → verify on a real **Azure AKS** cluster. Trigger ONLY when the user explicitly…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…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…