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MicrosoftSkillmicrosoft/skills/.github/plugins/aks-skills/skills/aks-network-capture/SKILL.md
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.
MicrosoftSkillmicrosoft/skills/.github/plugins/aks-skills/skills/aks-troubleshooting/SKILL.md
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 VMExtensionProvisioningError or AllocationFailed wrapper, an uncataloged capacity symptom, or 'investigate my AKS cluster'. DO NOT USE FOR: packet capture (use aks-network-capture); GPU or model-serving issues (use aks-gpu-inference); cluster creation or provisioning (use azure-kubernetes); cost (use cost-analysis from the optional azure-cost plugin); pod rightsizing (use azure-kubernetes); a fully qualified documented AKS signature with every required nested qualifier (use aks-known-issues); standalone failures on non-AKS Azure resources (use azure-diagnostics). Unqualified errors and open-ended incidents stay here only for AKS.
MicrosoftSkillmicrosoft/skills/.github/plugins/aks-skills/skills/azure-search-nav/SKILL.md
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'.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-advisor/skills/azure-advisor-actionability/SKILL.md
Get remediation instructions for selected Azure Advisor recommendations. WHEN: fix a selected recommendation, generate remediation commands. DO NOT USE FOR: unused-resource discovery, savings or deletion prevalidation (use azure-advisor-cost-optimization).
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-advisor/skills/azure-advisor-cost-optimization/SKILL.md
Analyze Azure Advisor Cost/IdleResources findings and prevalidate deletion safety, including Service Groups. WHEN: \"find unused Azure resources\", \"what resources am I paying for but no longer using\", \"idle-resource savings\", \"historical idle-resource savings\", \"are these idle resources safe to delete\". Generic Cost, other subcategories, and cross-category requests use azure-advisor.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-advisor/skills/azure-advisor/SKILL.md
Use Azure Advisor. WHEN: \"show recommendations\", \"top Advisor actions\", \"prioritize recommendations\", \"service retirements\", \"update status\". Unused-resource discovery and Cost/IdleResources requests use azure-advisor-cost-optimization; generic Cost and cross-category requests stay here. DO NOT USE FOR: fixes (use azure-advisor-actionability).
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-cost/skills/cost-analysis/SKILL.md
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.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-cost/skills/cost-estimation/SKILL.md
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, rightsizing, or commitments.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-cost/skills/cost-governance/SKILL.md
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, pricing, rightsizing, or commitments.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-cost/skills/cost-optimization/SKILL.md
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, forecasts, pricing estimates, budgets, or governance.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-kusto-graph-skills/skills/azure-kusto-graph/SKILL.md
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-components, persistent graph, graph model, graph snapshot, build a graph from data, find paths between nodes, pattern matching in graph, connected components, transient graph, Kusto graph, KQL graph.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-kusto-graph-skills/skills/azure-kusto-irql-graph/SKILL.md
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_Render_View, Graph_Fold_By_Property, IRQL graph enrichment, graph mapping for existing query results, icon-decorated graph, fold graph nodes. Use azure-kusto-graph for native make-graph analysis, graph-match, shortest paths, components, or persistent graphs.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-kusto-graph-skills/skills/azure-kusto-irql/SKILL.md
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, file creation events.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-local-skills/skills/azure-local-multi-rack/SKILL.md
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 (two racks as availability zones, up to 8 nodes, synchronous replication) — those are standard scale. WHEN: multi-rack, rack scale Azure Local, aggregation rack, compute rack, Network Fabric Controller, NFC, Cluster Manager, network fabric, isolation domain, az networkcloud, az networkfabric, multi-rack logical network, multi-rack Arc VM.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-local-skills/skills/azure-local/SKILL.md
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 location, Azure Local VM, Arc VM, AKS on Azure Local, AKS hybrid, SDN, Lifecycle Manager, Azure Local update, disconnected site.
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-sdk-dotnet/skills/azure-ai-agents-persistent-dotnet/SKILL.md
Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: "PersistentAgentsClient", "persistent agents", "agent threads", "agent runs", "streaming agents", "function calling agents .NET".
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-sdk-dotnet/skills/azure-ai-projects-dotnet/SKILL.md
Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. Use for AI Foundry project management, versioned agents, and orchestration. Triggers: "AI Projects", "AIProjectClient", "Foundry project", "versioned agents", "evaluations", "datasets", "connections", "deployments .NET".
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-sdk-dotnet/skills/azure-eventgrid-dotnet/SKILL.md
Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents. Triggers: "Event Grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events .NET", "event-driven", "pub/sub".
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-sdk-dotnet/skills/azure-eventhub-dotnet/SKILL.md
Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: "Event Hubs", "event streaming", "EventHubProducerClient", "EventProcessorClient", "send events", "receive events", "checkpointing", "partition".
MicrosoftSkillmicrosoft/skills/.github/plugins/azure-sdk-dotnet/skills/azure-identity-dotnet/SKILL.md
Azure Identity library for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials. Triggers: "Azure Identity", "DefaultAzureCredential", "ManagedIdentityCredential", "ClientSecretCredential", "authentication .NET", "Azure auth", "credential chain".
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
