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Agent Skill

Azure AI Projects Java skill

azure-ai-projects-javamicrosoft/skills.github/plugins/azure-sdk-java/skills/azure-ai-projects-java/SKILL.md

Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. Triggers: "AIProjectClient java", "azure ai projects java", "Foundry project java", "ConnectionsClient", "DatasetsClient", "IndexesClient".

3.1kMIT

always on

66 tokname + description

once used

1,082 tokSKILL.md body

bundled files

112 KB

repo stars

3.1kGitHub

Install the Azure AI Projects Java skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/microsoft/skills --skill azure-ai-projects-java

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/microsoft/skills.git /tmp/skills
mkdir -p ~/.claude/skills
cp -R /tmp/skills/.github/plugins/azure-sdk-java/skills/azure-ai-projects-java ~/.claude/skills/azure-ai-projects-java

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description66 tok
When the agent uses itThe SKILL.md instructions1,082 tok
Only if opened1 bundled files (12 KB)varies

Until it is used, azure-ai-projects-java costs about 21× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 150 skills from microsoft/skills would load 10,823 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Azure AI Projects SDK for Java
  • Installation
  • Environment Variables
  • Authentication
  • Client Hierarchy
  • Core Operations
  • List Connections
  • List Indexes
  • Create or Update Index
  • Access OpenAI Evaluations
  • Best Practices
  • Error Handling
  • Reference Links

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  1. agent-framework-azure-ai-pymicrosoft/skills

    Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.

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  2. aks-gpu-inferencemicrosoft/skills

    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).

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  3. aks-known-issuesmicrosoft/skills

    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.

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  4. aks-network-capturemicrosoft/skills

    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.

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  5. aks-troubleshootingmicrosoft/skills

    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.

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  6. applicationinsights-web-tsmicrosoft/skills

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  7. azure-advisormicrosoft/skills

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

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  8. azure-advisor-actionabilitymicrosoft/skills

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