GitHub-Copilot-for-Azure

In the author's own words, from each skill's SKILL.md — showing the first 30 of 67 files.

• analyze-comparison-tests

  Collects comparison test run artifacts and answers the user's questions based on the trajectories of each run. WHEN TO USE: collect comparison test artifacts

  .github/skills/analyze-comparison-tests/SKILL.md on GitHub (opens in a new tab)

• analyze-skill-issues

  Query the integration-test storage account to find why a specific skill's tests are failing. Reads blob-stored test result files and surfaces error details. TRIGGERS: why is skill failing, skill test failures, debug skill tests, skill failing tests, analyze skill failures, why are tests failing for skill, skill test errors, investigate skill issues. DO NOT USE FOR: analyzing a GitHub Actions run…

  .github/skills/analyze-skill-issues/SKILL.md on GitHub (opens in a new tab)

• analyze-test-run

  Analyze a GitHub Actions integration test run and produce a skill invocation report with failure root-cause issues. TRIGGERS: analyze test run, skill invocation rate, test run report, compare test runs, skill invocation summary, test failure analysis, run report, test results, action run report

  .github/skills/analyze-test-run/SKILL.md on GitHub (opens in a new tab)

• file-test-bug

  File a GitHub issue for local integration test failures. TRIGGERS: file test bug, report test failure, create bug for test, integration test failed, test failure issue, junit failure

  .github/skills/file-test-bug/SKILL.md on GitHub (opens in a new tab)

• investigate-integration-test

  Investigate a failing integration test from a GitHub issue. Downloads logs/artifacts, analyzes the failure, examines relevant skills, and suggests fixes. TRIGGERS: investigate integration test, debug integration test, failing integration test, test failure investigation, diagnose test failure, analyze test issue

  .github/skills/investigate-integration-test/SKILL.md on GitHub (opens in a new tab)

• markdown-token-optimizer

  Analyzes markdown files for token efficiency. TRIGGERS: optimize markdown, reduce tokens, token count, token bloat, too many tokens, make concise, shrink file, file too large, optimize for AI, token efficiency, verbose markdown, reduce file size

  .github/skills/markdown-token-optimizer/SKILL.md on GitHub (opens in a new tab)

• onboard-plugin

  Scaffold a new plugin and prepare it for distribution. WHEN: 'create a new plugin', 'scaffold a new plugin'

  .github/skills/onboard-plugin/SKILL.md on GitHub (opens in a new tab)

• sensei

  Iteratively improve skill frontmatter to achieve good routing test coverage. WHEN: run sensei, sensei help, improve skill routing

  .github/skills/sensei/SKILL.md on GitHub (opens in a new tab)

• skill-authoring

  Guidelines for writing Agent Skills that comply with the agentskills.io specification. WHEN: "create a skill", "new skill", "write a skill", "skill template", "skill structure", "review skill", "skill PR", "skill compliance", "SKILL.md format", "skill frontmatter", "skill best practices".

  .github/skills/skill-authoring/SKILL.md on GitHub (opens in a new tab)

• skill-reviewer

  Review skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, and repo conventions. WHEN: "review skill", "review skill PR", "review skill changes", "check skill quality", "skill PR feedback".

  .github/skills/skill-reviewer/SKILL.md on GitHub (opens in a new tab)

• vally-eval

  Author, validate, and run Vally evaluation suites for agent skills. TRIGGERS: create eval, write eval, add eval, run eval, validate eval, vally eval, eval.yaml, add stimulus, map test to eval, migrate test to eval, eval graders, eval scoring, add eval to CI.

  .github/skills/vally-eval/SKILL.md on GitHub (opens in a new tab)

• aks-cost-optimization

  Analyze advanced AKS cost efficiency. WHEN: "AKS NAP readiness", "AKS bin packing", "AKS node scaling bottleneck", "AKS blocked scale-down", "AKS storage cost". DO NOT USE AS DIRECT ENTRY FOR: overall AKS cost assessments or rightsizing/VPA/CAS/Spot (azure-kubernetes); spend/anomalies/commitments (cost-analysis/cost-optimization); incidents (aks-troubleshooting).

  plugins/aks-skills/skills/aks-cost-optimization/SKILL.md on GitHub (opens in a new tab)

• aks-gpu-inference

  Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod Pending, model-load OOM, DCGM/VRAM, KAITO Workspace not ready, or GPU autoscaling. DO NOT USE FOR: setup (airunway-aks-setup), non-GPU incidents (aks-troubleshooting), standalone VM quota (azure-quotas), or generic cost (cost-analysis or cost-optimization from the optio…

  plugins/aks-skills/skills/aks-gpu-inference/SKILL.md on GitHub (opens in a new tab)

• aks-known-issues

  Lookup documented AKS fixes only when the prompt includes an exact catalog signature and all of its qualifiers: VMCannotFitEphemeralOSDisk; NodePoolMcVersionIncompatible; 'NodeImageVersion is not accepted'; AKS SkuNotAvailable with size, location, and zone; ZonalAllocationFailed with insufficient zone capacity; OverconstrainedAllocationRequest with listed constraints; nested AKS vmssCSE/CSE VMExt…

  plugins/aks-skills/skills/aks-known-issues/SKILL.md on GitHub (opens in a new tab)

• aks-network-capture

  Collects bounded packet captures from AKS nodes and Azure network configuration for wire-level evidence. WHEN: "capture packets on an AKS node", "take a pcap", "run tcpdump on AKS", "prove where packets drop". Use for explicit packet-capture intent after read-only diagnostics, not general AKS connectivity or ingress troubleshooting.

  plugins/aks-skills/skills/aks-network-capture/SKILL.md on GitHub (opens in a new tab)

• aks-troubleshooting

  Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation. WHEN: pod crashes or Pending, CrashLoopBackOff, OOMKilled, ImagePullBackOff, node NotReady, DNS or ingress failure, connectivity timeout, network policy, SNAT exhaustion, node-pool scaling blocked by QuotaExceeded or InsufficientVCPUQuota, upgrade stuck, spot or zone disruption, a bare VMExtensionP…

  plugins/aks-skills/skills/aks-troubleshooting/SKILL.md on GitHub (opens in a new tab)

• azure-search-nav

  Builds an Azure portal deep link to a specific blade/menu item for supported Microsoft.ContainerService, Microsoft.Kubernetes, and Microsoft.Compute resources using the aks-search-direct-mid semantic search API. WHEN: 'find where in the Azure portal to do something', 'search the portal for an operation', 'construct a portal link from a search query and a resource'.

  plugins/aks-skills/skills/azure-search-nav/SKILL.md on GitHub (opens in a new tab)

• azure-advisor-actionability

  Remediate Azure Advisor recommendations. WHEN: "fix Advisor recommendation".

  plugins/azure-advisor/skills/azure-advisor-actionability/SKILL.md on GitHub (opens in a new tab)

• azure-advisor

  Use Azure Advisor recommendations. WHEN: "show Advisor recommendations", "service retirements", "update recommendation status". DO NOT USE FOR: fixes or remediation (use azure-advisor-actionability).

  plugins/azure-advisor/skills/azure-advisor/SKILL.md on GitHub (opens in a new tab)

• cost-analysis

  Analyze actual Azure spend, bill changes, and AKS or AI costs. WHEN: "Azure cost breakdown", "most expensive resources", "why did my bill increase", "cost spike", "unexpected charge", "Cosmos DB charges", "Foundry model costs", "AKS cluster cost", "namespace cost", "enable AKS cost analysis", "idle AKS capacity". DO NOT USE FOR: forecasts, pricing estimates, rightsizing, commitments, or budgets.

  plugins/azure-cost/skills/cost-analysis/SKILL.md on GitHub (opens in a new tab)

• cost-estimation

  Forecast Azure spend and price planned resources or workloads. WHEN: "forecast Azure spending", "project next month cost", "compare forecast to my planning target", "how much will Azure cost", "estimate VM cost", "compare storage tiers", "compare Azure regions", "retail price", "EA rate card", "negotiated pricesheet". DO NOT USE FOR: configured budget health or alerts, bill analysis, cost spikes,…

  plugins/azure-cost/skills/cost-estimation/SKILL.md on GitHub (opens in a new tab)

• cost-governance

  Govern Azure costs with budgets, alerts, tags, and policy restrictions. WHEN: "Azure budget health", "configured budget overrun", "list Azure budgets", "create Azure budget", "budget alerts", "budget coverage", "missing CostCenter tags", "allowed VM SKUs", "allowed Azure regions", "would this SKU be denied", "cost guardrails". DO NOT USE FOR: planning-target forecasts, bill investigations, pricin…

  plugins/azure-cost/skills/cost-governance/SKILL.md on GitHub (opens in a new tab)

• cost-optimization

  Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: "optimize Azure costs", "reduce cloud spending", "rightsize resources", "find idle resources", "orphaned disk", "deleted VM still charged", "public IP still charging", "reservation utilization", "Savings Plan coverage", "commitment recommendation", "why is pay-as-you-go still charged". DO NOT USE FOR: cost spikes,…

  plugins/azure-cost/skills/cost-optimization/SKILL.md on GitHub (opens in a new tab)

• azure-kusto-graph

  Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching (graph-match), shortest paths, connected components, and graph-to-table export. Generates the edges-first thinking: define edges, define node lookups, union, make-graph. WHEN: make-graph, graph-match, graph-shortest-paths, graph-to-table, graph-mark-compone…

  plugins/azure-kusto-graph-skills/skills/azure-kusto-graph/SKILL.md on GitHub (opens in a new tab)

• azure-kusto-irql-graph

  Apply IRQL graph functions to KQL or IRQL query results for Kusto Explorer visualization. Generates Lift_To_Graph mappings and composes Graph_Render_View, Graph_Fold_By_Property, Extract_Node_*, Enrich_Node_*, and Enrich_Graph_* calls. Accepts a supplied query or limited basic natural-language source request; it is not a general natural-language-to-KQL/IRQL skill. WHEN: Lift_To_Graph, Graph_Rende…

  plugins/azure-kusto-graph-skills/skills/azure-kusto-irql-graph/SKILL.md on GitHub (opens in a new tab)

• azure-kusto-irql

  Compose IRQL (Incident Response Query Language) queries for Kusto cybersecurity investigations. Translates natural language hunting questions into composable IRQL pipelines using Get_*, Extract_*, and Enrich_* functions. WHEN: IRQL query, security hunt, threat hunting KQL, incident response query, compose hunting pipeline, failed logins, phishing investigation, lateral movement, process execution…

  plugins/azure-kusto-graph-skills/skills/azure-kusto-irql/SKILL.md on GitHub (opens in a new tab)

• azure-local-multi-rack

  Plan, deploy, operate, and troubleshoot multi-rack (rack scale) deployments of Azure Local — preintegrated racks scaling to hundreds of machines, built on Network Fabric Controller, Cluster Manager, SAN storage, and managed network fabric. Use for the Microsoft.NetworkCloud and Microsoft.ManagedNetworkFabric control plane. NOT for standard 1-16 node Azure Local, and NOT for rack-aware clusters (t…

  plugins/azure-local-skills/skills/azure-local-multi-rack/SKILL.md on GitHub (opens in a new tab)

• azure-local

  Plan, deploy, operate, and troubleshoot Azure Local (formerly Azure Stack HCI): sizing and prerequisites, Arc registration, lifecycle updates, workloads (Azure Local VMs, AKS on Azure Local, images, disks, logical networks), SDN and network security, and failure triage — starting read-only and confirming before risky changes. WHEN: Azure Local, Azure Stack HCI, Arc resource bridge, custom locatio…

  plugins/azure-local-skills/skills/azure-local/SKILL.md on GitHub (opens in a new tab)

• airunway-aks-setup

  Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI Runway", "airunway setup", "deploy model to AKS", "GPU inference on AKS", "KAITO setup on AKS", "run LLM on AKS", "vLLM on AKS", "set up model serving on AKS", "AI Runway con…

  plugins/azure-skills/skills/airunway-aks-setup/SKILL.md on GitHub (opens in a new tab)

• appinsights-instrumentation

  Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.

  plugins/azure-skills/skills/appinsights-instrumentation/SKILL.md on GitHub (opens in a new tab)

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