Microsoft

Build an implementation queue from accepted GitHub issues and distribute them to dedicated workers. Record selection reasons, check for existing pull requests, and process the full queue with a configurable concurrency limit, defaulting to two workers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Queue accepted issues for implementation
• Limit concurrent issue delivery workers
• Record why issues were included or skipped

Select open or explicitly named issues for triage, an initial assessment and classification, then distribute them to dedicated workers. It filters ineligible items, records selection reasons, and runs two sessions concurrently by default.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Sending a named list of issues for initial assessment
• Sweeping open issues that still need triage advice
• Processing an issue queue with limited concurrent workers

Check specific documentation pages against source code, one factual claim at a time. Receive verdicts showing supported, partly supported, contradicted, or unsupported statements, with code file and line references and suggested corrections.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Fact-check a specific documentation page
• Find inaccurate claims within a paragraph
• Verify documentation changes against implementation

Assess one selected pull request using its full discussion, reviews, and linked issues. Produce an advisory recommendation about its next step, with optional comments and labels, without reviewing the code diff or approving a merge.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assessing whether a selected PR is ready for review
• Handling PRs without an accepted issue
• Checking prior discussions and linked issues

Get guidance on using APM, a package manager for AI agents, to install and share reusable instructions, skills, and server configurations. Covers dependencies, package creation, authentication, policy checks, CLI commands, and troubleshooting.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Install and restore AI-agent packages
• Configure MCP and LSP servers
• Create and share APM packages

Guide authentication changes in APM CLI for GitHub and Azure DevOps. Centralizes credential lookup through AuthResolver and explains token precedence, Azure CLI fallback, Git credential helper retries, and error messages for failed authentication.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Updating token lookup and precedence
• Fixing authentication during Git operations
• Reviewing Azure DevOps fallback behavior

Improve how an open source project introduces itself and guides adoption. Shapes README sections, quickstarts, templates, announcements, and contributor entry points around a clear hook, a runnable example, and an explicit next step.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Improving README introductions and quickstarts
• Reviewing starter project templates
• Drafting release announcements and social posts

Improve APM CLI commands, help text, setup flows, and error messages. The skill checks consistency with familiar developer tools and guides wording so users understand failures and know what action to take next.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing command names and flags
• Revising command help text
• Improving installation and first-run flows

Guide Python module additions and refactoring in APM CLI. Uses existing architecture patterns to organize shared logic and decision ownership, with regression tests and static checks to protect changes that centralize behavior.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing new Python modules
• Refactoring class hierarchies
• Consolidating logic shared across files

Review OpenAPM specification changes through four specialist perspectives covering schemas, registries, dependency resolution, and web architecture. The skill combines findings and mechanical checks into one advisory comment, separating immediate fixes from work deferred to later versions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing OpenAPM specification changes
• Checking JSON Schemas and conformance fixtures
• Separating immediate fixes from future version work

Assess how a pull request affects documentation, classify the required updates, and coordinate writing, technical verification, and editorial review. The result is an advisory comment with proposed changes for affected pages or document structure.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding documentation gaps caused by code changes
• Drafting targeted corrections for existing documentation
• Planning new pages or table of contents changes

Review an APM pull request through specialist agent perspectives selected for the changed areas. Findings are combined into one advisory comment with follow-up priorities and a shipping recommendation, leaving the final decision to maintainers and authors.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a PR from several specialist perspectives
• Checking authentication changes and test gaps
• Revisiting changes since the previous panel review

Bring one selected pull request toward a mergeable state by reviewing feedback, applying changes within scope, and checking tests and CI, the automated build checks. Bounded retries produce a readiness result or a clear blocker without merging.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Apply review feedback to a selected pull request
• Fix failing CI checks after pushing changes
• Resolve merge conflicts between pull requests

Organize pull request reviews by selecting eligible labeled or explicitly named requests and distributing them to a dedicated worker pool. It records selection decisions and limits concurrent reviews, with two worker sessions by default.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a selected list of pull requests
• Processing a labeled review queue with limited concurrency
• Checking code owner conditions before scheduling reviews

Audit an entire documentation collection against current source code and command output. Check pages for outdated claims, obsolete options, and broken links, apply small corrections, and verify the edits before preparing changes for maintainer review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Audit all documentation before a release
• Find documentation that no longer matches the code
• Check for broken links after navigation changes

Post or update one GitHub comment for an APM autopilot run. The skill assembles public or debug content, adds an AI-generated disclaimer, and supports previewing the assembled comment before posting.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Post an autopilot result to an Issue
• Update an existing pull request comment
• Preview a comment before posting

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

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

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

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

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.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

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.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

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 VMExtensionError_OutboundConnFail, VMExtensionError_K8SAPIServerConnFail, or VMExtensionError_K8SAPIServerDNSLookupFail; or AllocationFailed with the full cataloged internal-error or insufficient-regional-capacity message. Never use for quota errors, code-only or bare wrappers, generic symptoms, incomplete signatures, or failures outside AKS; use aks-troubleshooting or azure-diagnostics.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

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 optional azure-cost plugin).

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

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'.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (use customize), PTU deployments (use customize).

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.