- Azure Functions DiagnosticsUse when diagnosing or resolving Azure Functions issues: deployment failures, runtime errors, trigger/binding failures, language worker issues, telemetry/log analysis, known issue research, source investigation, and remediation. Acts as a facade that routes to focused Azure Functions skills and small language/extension references.Azure/azure-functions-skills18
- Azure Functions DiagnosticsUse when diagnosing or resolving Azure Functions issues: deployment failures, runtime errors, trigger/binding failures, language worker issues, telemetry/log analysis, known issue research, source investigation, and remediation. Acts as a facade that routes to focused Azure Functions skills and small language/extension references.Azure/azure-functions-skills18
- Azure Functions DoctorAnalyze local Azure Functions workspace code and configuration for common issues, then report prioritized findings with evidence and fixes. Use when the user asks to check, review, audit, or diagnose a local Azure Functions project before running or deploying it. This skill targets local workspaces only — use azure-functions-diagnostics for deployed Azure resources.Azure/azure-functions-skills18
- Azure Functions DoctorAnalyze local Azure Functions workspace code and configuration for common issues, then report prioritized findings with evidence and fixes. Use when the user asks to check, review, audit, or diagnose a local Azure Functions project before running or deploying it. This skill targets local workspaces only — use azure-functions-diagnostics for deployed Azure resources.Azure/azure-functions-skills18
- Azure Functions FeedbackTurn session findings into previewed issues or pull requests for the Azure Functions skills repositoryAzure/azure-functions-skills18
- Azure Functions FeedbackTurn session findings into previewed issues or pull requests for the Azure Functions skills repositoryAzure/azure-functions-skills18
- Azure Functions Health StatusUse when investigating current Azure Functions app status and health: Running/Stopped state, Resource Health, plan status, Azure Monitor metrics, Application Insights/Log Analytics requests, failures, exceptions, traces, dependencies, and recent Activity Log. Do not use for static inventory-only requests.Azure/azure-functions-skills18
- Azure Functions Health StatusUse when investigating current Azure Functions app status and health: Running/Stopped state, Resource Health, plan status, Azure Monitor metrics, Application Insights/Log Analytics requests, failures, exceptions, traces, dependencies, and recent Activity Log. Do not use for static inventory-only requests.Azure/azure-functions-skills18
- Azure Functions HelpDiscover the Azure Functions skill that best matches the user's goalAzure/azure-functions-skills18
- Azure Functions HelpDiscover the Azure Functions skill that best matches the user's goalAzure/azure-functions-skills18
- Azure Functions Hosted SkillsBuild, scaffold, extend, deploy, and troubleshoot Azure Functions Hosted Skills: cloud-hosted, event-driven intelligent capabilities built with Markdown, natural-language instructions, declarative configuration, code, and tools. Use whenever the user asks for an Azure Functions Hosted Skill, medium-code intelligent capability, AI app on Azure Functions, intelligent app on Azure Functions, serverless agent, serverless agents, Azure Functions agent, scheduled agent, morning briefing, daily digest,Azure/azure-functions-skills18
- Azure Functions Hosted SkillsBuild, scaffold, extend, deploy, and troubleshoot Azure Functions Hosted Skills: cloud-hosted, event-driven intelligent capabilities built with Markdown, natural-language instructions, declarative configuration, code, and tools. Use whenever the user asks for an Azure Functions Hosted Skill, medium-code intelligent capability, AI app on Azure Functions, intelligent app on Azure Functions, serverless agent, serverless agents, Azure Functions agent, scheduled agent, morning briefing, daily digest,Azure/azure-functions-skills18
- Azure Functions InventoryUse when collecting Azure Functions app specifications/inventory only: resource identity, SKU/plan, runtime, Function App config, network, identity, selected app settings, and function/trigger inventory. Do not use for runtime health, failures, metrics, or telemetry investigation.Azure/azure-functions-skills18
- Azure Functions InventoryUse when collecting Azure Functions app specifications/inventory only: resource identity, SKU/plan, runtime, Function App config, network, identity, selected app settings, and function/trigger inventory. Do not use for runtime health, failures, metrics, or telemetry investigation.Azure/azure-functions-skills18
- Azure Functions SetupVerify prerequisites and set up your environment for Azure Functions developmentAzure/azure-functions-skills18
- Azure Functions SetupVerify prerequisites and set up your environment for Azure Functions developmentAzure/azure-functions-skills18
- Azure Functions UpdateUse only when the user explicitly asks to use or resume azure-functions-update by name. Migrate Azure Functions programming models and configuration through an approved scenario. Current scenario: C# in-process to .NET isolated worker; more scenarios are planned. Language-version and hosting-plan updates are separate handoffs. Do not select this workflow from a generic update request or a name in a question, quotation, file, or review.Azure/azure-functions-skills18
- Azure Functions UpdateUse only when the user explicitly asks to use or resume azure-functions-update by name. Migrate Azure Functions programming models and configuration through an approved scenario. Current scenario: C# in-process to .NET isolated worker; more scenarios are planned. Language-version and hosting-plan updates are separate handoffs. Do not select this workflow from a generic update request or a name in a question, quotation, file, or review.Azure/azure-functions-skills18
- 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 that image builds and host pools avoid internet runtime downloads.Azure/FederalAVD18
- 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 air-gapped image builds.Azure/FederalAVD18
- 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 compilation failures.Azure/FederalAVD18
- Federalavd Compliance ReviewReview FederalAVD configuration evidence against documented NIST, FedRAMP High, DoD IL4 or IL5, CMMC, HIPAA, CJIS, StateRAMP, IRS 1075, ISO 27001, or Zero Trust mappings. Use when assessing parameter files, identifying control gaps, or producing a control-to-feature evidence table.Azure/FederalAVD18
- 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, reusing shared resources, or diagnosing missing resource IDs.Azure/FederalAVD18
- 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 assignment parameters, compliance conditions, or policy deployment sequencing.Azure/FederalAVD18
- 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 mappings.Azure/FederalAVD18
- 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 settings, default-user policies, Start/Search behavior, or restricted-network Windows configuration.Azure/FederalAVD18
- FrdCreate or revise a Feature Requirement Document (FRD) for this repository. Use only when the user explicitly asks to create, draft, or revise an FRD or Feature Requirement Document, or explicitly invokes this skill. Do not trigger for ordinary feature implementation, new skills, bug fixes, refactoring, general design or planning requests, or incidental FRD mentions. Feature size and public contract changes do not imply opt-in.Azure/azure-functions-skills18
- 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 just builds, sfctl/PowerShell provisioning, cluster health waits, and `cargo test --all -- --nocapturAzure/service-fabric-rs18
- 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
- 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-rs18
- 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.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- 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, the criteria that separate them ("single resource only" vs "opinionated multi-resource solution" vs "shared logic"), the naming conventions per class (`avm-res-`, `avm-ptn-`, `avm-utl-`), and the corresponding GitHub repo name (`terraform-azAzure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- Avm Tf CodestyleUse for AVM Terraform file layout, HCL style, variables, outputs, validation, lifecycle syntax, provider requirements, and Avm.Authoring formatting.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- Avm Tf ConftestUse whenever an AVM Terraform task involves Conftest, OPA, Rego, APRL, AVMSEC, policy findings, policy exceptions, or files under an example exceptions directory. Covers current policy identifiers, example-local exception placement, package names, and managed policy validation. Trigger on "conftest", "rego", "APRL", "AVMSEC", "policy failure", "policy exception", "deny_", and "avm check policy".Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- Avm Tf DocumentationUse for AVM Terraform generated README content, _header.md, _footer.md, examples documentation, terraform-docs inputs, and Avm.Authoring documentation checks.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- Avm Tf InterfacesUse for AVM Terraform diagnostic settings, role assignments, locks, managed identities, private endpoints, customer-managed keys, tags, and AzAPI control interfaces.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- Avm Tf LifecycleUse this skill whenever an Azure Verified Module (AVM) is being proposed, approved, published, handed over to a new owner, orphaned, or deprecated — and whenever a contributor is choosing a version number for a Terraform AVM module release. Covers the four lifecycle stages (Proposed, Available, Orphaned, Deprecated), the 0.x.y pre-GA versioning rule that applies to ALL AVM modules right now, and the support obligations that come with module ownership. Trigger this skill on phrases like "propose Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- 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.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- 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.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- 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.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- Avm Tf TelemetryUse this skill whenever an Azure Verified Module (AVM) for Terraform needs to wire up, debug, or explain telemetry — the `main.telemetry.tf` file with `modtm_telemetry` + `random_uuid.telemetry` + `data.azapi_client_config.telemetry` + `data.modtm_module_source.telemetry`, the `enable_telemetry` consumer-facing variable (which MUST default to `true` per SFR4), the `modtm` provider's role in shipping anonymous deployment counts to Application Insights, and the AzAPI request-header telemetry that Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- 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.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- Avm Tf TflintUse whenever an AVM Terraform task involves TFLint findings, AVM rule names, rule applicability, severity, exclusions, exceptions, override files, or lint validation. Covers the current canonical avm_* rules and the Avm.Authoring override merge process. Trigger on "tflint", "lint failure", "disable rule", "ignore rule", "rule override", "avm.tflint", "severity", and any AVM TFLint rule identifier.Azure/terraform-azurerm-avm-res-desktopvirtualization-hostpool16
- On Demand Alpha BuildOrchestrate an on-demand Azure IoT Operations CLI alpha release from a chosen azure-iot-operations-tests ref: refresh generated release inputs, create a PR, run integration tests after merge, then start the build and wheel-publish workflow.Azure/azure-iot-ops-cli-extension16
- Sync Aio Bicep TemplatesGenerate and safely integrate updated template.py blueprints from the azure-iot-operations-tests deployment repository and an explicit release ref.Azure/azure-iot-ops-cli-extension16
- Doc Pull Otlp AppinsightsUpdate the local OTLP → App Insights guide (solutions/otel-app-insights/otel-app-insights.md) by reconciling it with the upstream Microsoft Learn page on Azure Managed Grafana + OpenTelemetry + Application Insights. Use when the user asks to refresh the doc, sync with upstream Microsoft Learn, or pull latest changes for the otel-app-insights guide.Azure/azure-managed-grafana15
- Code ReviewReview pull requests in the SAP Testing Automation Framework. Use when reviewing a diff, a pull request, or staged changes touching platform code, Ansible roles and playbooks, custom modules, or the shell CLI. Reviews for correctness, reliability, security, Azure/SAP domain rules, performance, test coverage, and maintainability — in that priority order. Finds defects that let a validation report success without validating, accept a field and then discard it before it acts, break an object's statAzure/sap-automation-qa14
- Setup GuideGuide for setting up the SAP Testing Automation Framework itself on a management server — Python venv, Docker, vars.yaml, Copilot integration. Use for framework installation, not for creating a workspace for a specific SAP system (see workspace-creator). Use when asked about installation, setup, Docker deployment, or Copilot integration. Triggered by "setup environment", "install staf", "how to get started", "container start", "setup.sh", "configure vars.yaml", "setup help", or "docker deploymenAzure/sap-automation-qa14
- Test Result AnalyzerAnalyze STAF test results and identify root causes. Use when asked about test failures, what went wrong, or to interpret test output. Triggered by "analyze results", "why did test fail", "test output", "check test status", "read test log", "interpret report", or "what happened in test".Azure/sap-automation-qa14
- Test RunnerExecute STAF tests using sap_automation_qa.sh. Supports direct Ansible execution and API mode. Use when asked to run tests, execute configuration checks, or start HA tests on SAP systems. Triggered by "run test", "execute ha test", "start test", "run configuration check", "test my system", or "trigger test job".Azure/sap-automation-qa14
- Workspace CreatorCreate new SAP workspace configurations for STAF testing — generates sap-parameters.yaml and hosts.yaml under WORKSPACES/SYSTEM/ from templates. Use when asked to create a workspace or onboard a new SAP system in an existing STAF installation; not for installing STAF itself (see setup-guide) and not for checking a workspace that already exists (see workspace-validator). Triggered by "create workspace", "new workspace", "onboard system", "onboard SAP system", "add new system", "generate hosts.yamAzure/sap-automation-qa14
- Workspace ValidatorValidate an existing SAP workspace configuration before running tests — checks sap-parameters.yaml, hosts.yaml, and SSH auth readiness. Use when asked to validate or troubleshoot a workspace that already exists; not for creating a new one from scratch (see workspace-creator) and not for framework installation issues (see setup-guide). Triggered by "validate workspace", "check workspace", "workspace issues", "fix workspace", "sap-parameters check", "hosts.yaml check", "SSH auth problems", or "troAzure/sap-automation-qa14
- Agentops AgentAgentOps Doctor - surface release-readiness findings, regressions, latency spikes, error rates, and safety hits across AgentOps eval history, Azure Monitor traces, and Foundry control plane.Azure/agentops13
- Agentops AgentAgentOps Doctor - surface release-readiness findings, regressions, latency spikes, error rates, and safety hits across AgentOps eval history, Azure Monitor traces, and Foundry control plane.Azure/agentops13
- Agentops ConfigGenerate or update agentops.yaml (flat 1.0 schema) for AgentOps release-readiness gates. Trigger on "configure agentops", "agentops.yaml", "set up evaluation", "what should I evaluate". Infer the agent target and dataset from the codebase; ask only when nothing can be found.Azure/agentops13
- Agentops ConfigGenerate or update agentops.yaml (flat 1.0 schema) for AgentOps release-readiness gates. Trigger on "configure agentops", "agentops.yaml", "set up evaluation", "what should I evaluate". Infer the agent target and dataset from the codebase; ask only when nothing can be found.Azure/agentops13
- Agentops DatasetCreate or extend a small JSONL dataset for AgentOps release-readiness gates. Trigger on "create dataset", "generate test data", "JSONL", "more eval rows". Infer the agent's domain from the codebase and produce realistic rows; never fabricate data when the domain is unclear.Azure/agentops13
- Agentops DatasetCreate or extend a small JSONL dataset for AgentOps release-readiness gates. Trigger on "create dataset", "generate test data", "JSONL", "more eval rows". Infer the agent's domain from the codebase and produce realistic rows; never fabricate data when the domain is unclear.Azure/agentops13
- Agentops EvalRun AgentOps release-readiness evaluations against Foundry prompt agents, Foundry hosted endpoints, HTTP/JSON agents, or raw model deployments. Trigger on phrases like "run eval", "evaluate my agent", "benchmark", "agentops eval", "compare runs", "can we ship". Uses the flat agentops.yaml schema.Azure/agentops13
- Agentops EvalRun AgentOps release-readiness evaluations against Foundry prompt agents, Foundry hosted endpoints, HTTP/JSON agents, or raw model deployments. Trigger on phrases like "run eval", "evaluate my agent", "benchmark", "agentops eval", "compare runs", "can we ship". Uses the flat agentops.yaml schema.Azure/agentops13