Official agent skill

Azure Managed Lustre

by MicrosoftDocs in MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Managed Lustre development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and…

OfficialCC-BY-4.0Auto-check passedDevelopment

Install Azure Managed Lustre

skills CLI
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-managed-lustre -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install MicrosoftDocs/Agent-Skills azure-managed-lustre --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/azure-managed-lustre .claude/skills/azure-managed-lustre && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
azure-managed-lustre
GitHub stars
775
Token cost
~2.1k tokens
SKILL.md length
645 words
Files
1
Skills in repo
149
Repo updated
First seen
Licence
CC-BY-4.0

At a glance

Expert knowledge for Azure Managed Lustre development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and…

  • Mounting AML filesystems
  • SKILL.md covers How to Use This Skill and Category Index
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tuning Lustre performance

What it does

Azure Managed Lustre is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Managed Lustre development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when mounting AML filesystems, linking Blob, using AKS CSI, setting quotas, or tuning Lustre performance, and other Azure Managed Lustre related development tasks. Not for Azure NetApp Files (use azure-netapp-files), Azure Virtual Machines (use azure-virtual-machines), Azure Virtual…

Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires network access. Uses mcpmicrosoftdocs:microsoftdocsfetch or fetchwebpage to retrieve documentation.

It sits in Development, covering Design patterns. It works with Microsoft Azure. The repository describes itself as: Curated Agent Skills for Microsoft & Azure – giving AI coding assistants structured, real-time expertise from Microsoft Learn docs. The licence is CC-BY-4.0.

When your agent uses it

  • Mounting AML filesystems
  • Tuning Lustre performance
  • Other Azure Managed Lustre related development tasks

Example prompts

  • “/azure-managed-lustre”

Requirements

  • Compatibility (from SKILL.md): Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.

What it can do on your machine

Read from SKILL.md and the folder at commit ba74e8f. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • learn.microsoft.com
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.

    From compatibility in the SKILL.md frontmatter.

Context cost

Azure Managed Lustre loads about 2.1k tokens when it runs. Until then it costs about 159 tokens; SKILL.md has 645 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~159
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from MicrosoftDocs/Agent-Skills at commit ba74e8f, republished under its CC-BY-4.0 licence (© MicrosoftDocs). 645 words, ~2,137 tokens.

Download SKILL.mdSave it as .claude/skills/azure-managed-lustre/SKILL.md (or your agent's skills folder).
name
azure-managed-lustre
description
Expert knowledge for Azure Managed Lustre development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when mounting AML filesystems, linking Blob, using AKS CSI, setting quotas, or tuning Lustre performance, and other Azure Managed Lustre related development tasks. Not for Azure NetApp Files (use azure-netapp-files), Azure Virtual Machines (use azure-virtual-machines), Azure Virtual Network (use azure-virtual-network), Azure Virtual Network Manager (use azure-virtual-network-manager).
compatibility
Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata.generated_at
2026-09-20
metadata.generator
docs2skills/1.0.0

Azure Managed Lustre Skill

This skill provides expert guidance for Azure Managed Lustre. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

  • Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
  • Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

CategoryLinesDescription
TroubleshootingL36-L41Diagnosing and resolving Azure Managed Lustre cluster deployment failures and performance issues, including common error causes, metrics analysis, and tuning/optimization steps.
Best PracticesL42-L47Guidance on tuning Azure Managed Lustre performance via optimal file/directory layout, client striping, and network setup (NICs, throughput, latency, and scaling).
Decision MakingL48-L52Guidance on using MLPerf Storage benchmarks to estimate performance needs and choose appropriate Azure Managed Lustre configurations and capacity.
Architecture & Design PatternsL53-L58Designing resilient Azure Managed Lustre deployments, including regional redundancy/failover strategies and tiered checkpoint architectures for performance and data protection.
Limits & QuotasL59-L63Configuring and managing user, group, and project storage quotas in Azure Managed Lustre, including setup steps, commands, and best practices for capacity control.
SecurityL64-L73Securing Azure Managed Lustre: secure boot, firewalls/NSGs, CMK-based encryption, root squash access controls, and virtual network encryption configuration and validation.
ConfigurationL74-L82Configuring Azure Managed Lustre setup: network/storage prerequisites, auto-mount via fstab, ARM template parameters, and monitoring/alerts with metrics and logs via Azure Monitor.
Integrations & Coding PatternsL83-L94Patterns for integrating Azure Managed Lustre with Blob Storage, Linux clients, AKS (CSI), Terraform, and workflows for importing, exporting, and migrating POSIX data.
Troubleshooting
TopicURL
Troubleshoot Azure Managed Lustre cluster deployment issueshttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/troubleshoot-deployment
Diagnose and fix Azure Managed Lustre performance issueshttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/troubleshoot-performance
Best Practices
TopicURL
Optimize file and directory layouts for Azure Managed Lustre performancehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/optimize-file-layouts
Optimize Azure Managed Lustre performance with network configurationhttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/optimize-performance
Show full SKILL.md (260 more words)Show less
Decision Making
TopicURL
Use MLPerf Storage benchmarks to size Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/mlperf-storage-v3-results
Architecture & Design Patterns
TopicURL
Design regional redundancy and failover recovery for Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/amlfs-region-recovery
Design tiered checkpoint architecture with Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/tiered-checkpoints
Limits & Quotas
TopicURL
Configure user, group, and project quotas in Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/lustre-quotas
Security
TopicURL
Configure Secure Boot for Azure Managed Lustre clientshttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/client-secure-boot
Use Azure Firewall with Azure Managed Lustre in hub-spoke networkshttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/configure-firewall
Configure NSG rules for Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/configure-network-security-group
Use customer-managed keys to encrypt Azure Managed Lustre datahttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/customer-managed-encryption-keys
Configure root squash security settings for Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/root-squash-configure-settings
Enable and validate virtual network encryption for Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/vnet-encryption
Configuration
TopicURL
Configure network and storage prerequisites for Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/amlfs-prerequisites
Configure fstab for automatic Azure Managed Lustre mountshttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/automount-clients-fstab
Define ARM template parameters for Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/create-file-system-resource-manager
Configure monitoring and alerts for Azure Managed Lustre with Azure Monitorhttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/monitor-file-system
Reference metrics and logs for Azure Managed Lustre monitoringhttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/monitor-file-system-reference
Integrations & Coding Patterns
TopicURL
Set up Azure Managed Lustre auto-export to Blob Storagehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/auto-export
Configure Azure Managed Lustre auto-import from Blob Storagehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/auto-import
Integrate Azure Blob Storage with Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/blob-integration
Connect Linux clients to Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/connect-clients
Provision Azure Managed Lustre with Terraform configurationhttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/create-aml-file-system-terraform
Create Azure Blob import jobs for Azure Managed Lustrehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/create-import-job
Configure export jobs from Azure Managed Lustre to Blob Storagehttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/export-with-archive-jobs
Migrate POSIX data to Azure Managed Lustre via AzCopy and Blobhttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/migrate-data-from-linux
Integrate Azure Managed Lustre with AKS via CSI driverhttps://learn.microsoft.com/en-us/azure/azure-managed-lustre/use-csi-driver-kubernetes

© MicrosoftDocs, CC-BY-4.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/azure-managed-lustre of MicrosoftDocs/Agent-Skills.

Open the folder on GitHubat commit ba74e8f

Compare with similar skills

Azure Managed Lustre next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Azure Managed Lustre compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Azure Managed Lustre this skillMicrosoftDocs/Agent-Skills775—~2.1kAutomated safety check: PassCC-BY-4.0
Swiftui View RefactorDimillian/Skills4k5 repos~2kAutomated safety check: PassMIT
Microsoft Code ReferenceMicrosoftDocs/mcp1.9k4 repos~1.1kAutomated safety check: PassCC-BY-4.0
RTK Rust Design Patternsrtk-ai/rtk83k—~1.9kAutomated safety check: PassApache-2.0
DeepChat Provider IntegrationThinkInAIXYZ/deepchat6.4k1 repos~1.2kAutomated safety check: PassApache-2.0
Effect Client WrapperUsefulSoftwareCo/executor4.1k1 repos~1.4kAutomated safety check: PassMIT

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Works with

Categories

Questions about Azure Managed Lustre

What does Azure Managed Lustre do?

Expert knowledge for Azure Managed Lustre development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and…. Azure Managed Lustre is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Managed Lustre development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns.

When should I use Azure Managed Lustre?

Azure Managed Lustre fits situations like: mounting AML filesystems; tuning Lustre performance; other Azure Managed Lustre related development tasks.

How do I install Azure Managed Lustre in Claude Code?

Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-managed-lustre -a claude-code`. Or copy the skill folder (skills/azure-managed-lustre in MicrosoftDocs/Agent-Skills) into .claude/skills/azure-managed-lustre in your project. Claude Code loads it when a task matches its description.

How do I install Azure Managed Lustre in Codex?

Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-managed-lustre -a codex`. Or copy the skill folder (skills/azure-managed-lustre in MicrosoftDocs/Agent-Skills) into .agents/skills/azure-managed-lustre in your project. Codex loads it when a task matches its description.

Can I use Azure Managed Lustre in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-managed-lustre -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/azure-managed-lustre, .gemini/skills/azure-managed-lustre, .github/skills/azure-managed-lustre and .opencode/skills/azure-managed-lustre in your project.

What does Azure Managed Lustre need to run?

SKILL.md names no scripts, command-line tools or credentials: Azure Managed Lustre is instructions for the agent only. Compatibility (from SKILL.md): Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation..

Does Azure Managed Lustre access the network?

SKILL.md names 2 domains. As links in the text: learn.microsoft.com and github.com. This is read from the text; nothing was executed.

Is Azure Managed Lustre safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Azure Managed Lustre use?

Azure Managed Lustre is published under the CC-BY-4.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Azure Managed Lustre use?

About 2.1k tokens (SKILL.md is roughly 8.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Azure Managed Lustre?

Skills that share tags, products or a category with Azure Managed Lustre: Swiftui View Refactor (Dimillian/Skills, 4k stars), Microsoft Code Reference (MicrosoftDocs/mcp, 1.9k stars), RTK Rust Design Patterns (rtk-ai/rtk, 83k stars) and DeepChat Provider Integration (ThinkInAIXYZ/deepchat, 6.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Azure Managed Lustre?

MicrosoftDocs (a GitHub organization, an official publisher) maintains it in MicrosoftDocs/Agent-Skills, which has 775 GitHub stars. The repository holds 149 skills in this directory. The repository was last updated on October 5, 2026.

Source: MicrosoftDocs/Agent-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.