Aspire
microsoft/aspire.dev
Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps.
Expert knowledge for Azure Microsoft Discovery development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration…
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-microsoft-discovery -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-microsoft-discovery --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/azure-microsoft-discovery .claude/skills/azure-microsoft-discovery && rm -rf skills-srcUse ~/.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/
Install the "azure-microsoft-discovery" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-microsoft-discovery into .claude/skills/azure-microsoft-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-microsoft-discovery", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-microsoft-discoveryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-microsoft-discovery -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-microsoft-discovery --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/azure-microsoft-discovery .agents/skills/azure-microsoft-discovery && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "azure-microsoft-discovery" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-microsoft-discovery into .agents/skills/azure-microsoft-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-microsoft-discovery", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-microsoft-discovery -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-microsoft-discovery --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/azure-microsoft-discovery .cursor/skills/azure-microsoft-discovery && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "azure-microsoft-discovery" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-microsoft-discovery into .cursor/skills/azure-microsoft-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-microsoft-discovery", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/MicrosoftDocs/Agent-Skills.git --path skills/azure-microsoft-discovery--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-microsoft-discovery -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-microsoft-discovery --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/azure-microsoft-discovery .gemini/skills/azure-microsoft-discovery && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "azure-microsoft-discovery" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-microsoft-discovery into .gemini/skills/azure-microsoft-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-microsoft-discovery", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install MicrosoftDocs/Agent-Skills azure-microsoft-discoveryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-microsoft-discovery -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/azure-microsoft-discovery .github/skills/azure-microsoft-discovery && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "azure-microsoft-discovery" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-microsoft-discovery into .github/skills/azure-microsoft-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-microsoft-discovery", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MicrosoftDocs/Agent-Skills --skill azure-microsoft-discovery -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MicrosoftDocs/Agent-Skills azure-microsoft-discovery --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/azure-microsoft-discovery .opencode/skills/azure-microsoft-discovery && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "azure-microsoft-discovery" agent skill from https://github.com/MicrosoftDocs/Agent-Skills/tree/main/skills/azure-microsoft-discovery into .opencode/skills/azure-microsoft-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-microsoft-discovery", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
azure-microsoft-discoveryExpert knowledge for Azure Microsoft Discovery development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration…
Azure Microsoft Discovery is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Microsoft Discovery development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Discovery shared sessions, Bookshelf indexes, secure RBAC/CMK setups, REST jobs, or Docker-based tools, and other Azure Microsoft Discovery related development tasks. Not for Azure Portal (use azure-portal), Azure Resource Graph (use azure-resource-graph)…
Its SKILL.md is about 3.4k 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 DevOps & Cloud, covering Design patterns, Cloud cost optimization and Authorization and RBAC. It works with Microsoft Azure, Azure Monitor and Docker. 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.
Read from SKILL.md and the folder at commit ba74e8f. It shows what the files ask for, not the result of running them.
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.
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.
Links to these hosts (documentation or services it may open):
learn.microsoft.comgithub.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
From compatibility in the SKILL.md frontmatter.
Azure Microsoft Discovery loads about 3.4k tokens when it runs. Until then it costs about 157 tokens; SKILL.md has 883 words of instructions outside code blocks.
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.
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.
The full file from MicrosoftDocs/Agent-Skills at commit ba74e8f, republished under its CC-BY-4.0 licence (© MicrosoftDocs). 883 words, ~3,389 tokens.
.claude/skills/azure-microsoft-discovery/SKILL.md (or your agent's skills folder).This skill provides expert guidance for Azure Microsoft Discovery. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.
IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g.,
L35-L120), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.| Category | Lines | Description |
|---|---|---|
| Troubleshooting | L37-L45 | Diagnosing and fixing Microsoft Discovery deployment/runtime failures, task execution issues, known bugs, and specific error codes using logs and correlation IDs. |
| Best Practices | L46-L52 | Guidance on structuring projects and shared sessions, calibrating trust levels, and applying responsible AI and safety practices when building with Microsoft Discovery. |
| Decision Making | L53-L60 | Guidance on selecting agent types, models, container registries, and understanding billing so you can design, size, and cost-optimize Microsoft Discovery solutions. |
| Architecture & Design Patterns | L61-L65 | Designing and implementing advanced shared session patterns in Discovery Engine, including multi-user session management, data sharing, and scalable architecture best practices. |
| Limits & Quotas | L66-L71 | Planning capacity and quota limits for Microsoft Discovery deployments, plus required naming conventions and patterns for Discovery resources in Azure. |
| Security | L72-L93 | Security, compliance, and access control for Discovery: encryption, CMK, RBAC, managed identities, network hardening/NSGs, audit logs, and answering SIG/security posture questions. |
| Configuration | L94-L112 | Configuring Discovery resources: storage, files, tools, data handling, Bookshelf/indexes, and querying logs (Kusto, Log Analytics, activity) for monitoring and troubleshooting |
| Integrations & Coding Patterns | L113-L123 | Integrating Discovery tools/models into workflows, containerizing with Docker, running jobs via REST, and using .NET, Java, and JavaScript SDKs and action scripts. |
| Deployment | L124-L130 | Deploying Discovery across regions, provisioning supercomputer infra via REST, registering/publishing tools and container images, and managing deployment workflows in Azure. |
| Topic | URL |
|---|---|
| Troubleshoot Discovery Engine task execution issues | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-debug-task-execution |
| Find Microsoft Discovery correlation IDs in Activity Log | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-get-correlation-id |
| Work around known issues in Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/known-issues |
| Troubleshoot Microsoft Discovery deployment and runtime issues | https://learn.microsoft.com/en-us/azure/microsoft-discovery/troubleshoot-microsoft-discovery |
| Resolve Microsoft Discovery error codes and messages | https://learn.microsoft.com/en-us/azure/microsoft-discovery/troubleshooting-error-code |
| Topic | URL |
|---|---|
| Apply project and shared session practices in Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-projects-investigations |
| Apply responsible AI practices in Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-responsible-ai |
| Calibrate trust and basic shared session patterns in Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-trust-basic-investigation-patterns |
| Topic | URL |
|---|---|
| Choose and configure Azure Container Registry for Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-azure-container-registry |
| Choose the right Microsoft Discovery agent type | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-discovery-agent-types |
| Understand Microsoft Discovery billing and charges | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-discovery-billing |
| Select appropriate models for Discovery agents | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-select-models-for-agents |
| Topic | URL |
|---|---|
| Apply advanced shared session patterns with Discovery Engine | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-advanced-investigation-patterns |
| Topic | URL |
|---|---|
| Plan Azure quotas for Microsoft Discovery deployments | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-quota-reservation |
| Apply Microsoft Discovery resource naming rules | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-resource-naming |
| Topic | URL |
|---|---|
| Integrate tools and models into Microsoft Discovery workflows | https://learn.microsoft.com/en-us/azure/microsoft-discovery/concept-tools-model-integration |
| Create Dockerfiles to containerize Discovery tools | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-create-tool-docker-file |
| Use Discovery Supercomputer REST APIs for job runs | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-run-jobs-supercomputer-rest-api |
| Implement action scripts for Discovery action-based tools | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-write-tool-action-scripts |
| Use .NET SDK packages for Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/reference-dotnet-sdks |
| Use Java SDK artifacts for Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/reference-java-sdks |
| Use JavaScript SDK packages for Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/reference-javascript-sdks |
| Topic | URL |
|---|---|
| Deploy Microsoft Discovery across Azure regions | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-deploy-across-regions |
| Deploy and register tools to Microsoft Discovery | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-deploy-tool-to-discovery |
| Provision Discovery Supercomputer infrastructure via REST API | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-manage-supercomputers-rest-api |
| Publish Discovery tool images to Azure Container Registry | https://learn.microsoft.com/en-us/azure/microsoft-discovery/how-to-publish-tool-to-acr |
© 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
Just SKILL.md in skills/azure-microsoft-discovery of MicrosoftDocs/Agent-Skills.
Open the folder on GitHubat commit ba74e8f
Azure Microsoft Discovery 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Azure Microsoft Discovery this skillMicrosoftDocs/Agent-Skills | 775 | — | ~3.4k | Automated safety check: Pass | CC-BY-4.0 | |
| Aspiremicrosoft/aspire.dev | 196 | 4 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Aspire MonitoringCommunityToolkit/Aspire | 629 | — | ~3.5k | Automated safety check: Pass | MIT | |
| Azure Diagnosticsmicrosoft/GitHub-Copilot-for-Azure | 255 | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Aspire DeploymentCommunityToolkit/Aspire | 629 | — | ~4.5k | Automated safety check: Notes | MIT | |
| Deploying To Azuremicrosoft-foundry/foundry-agent-webapp | 127 | — | ~2.2k | Automated safety check: Warn | MIT |
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Expert knowledge for Azure Microsoft Discovery development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration…. Azure Microsoft Discovery is an agent skill from MicrosoftDocs/Agent-Skills, published by the product's own GitHub organization. Expert knowledge for Azure Microsoft Discovery development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.
Azure Microsoft Discovery fits situations like: building Discovery shared sessions; bookshelf indexes; secure RBAC/CMK setups; Docker-based tools.
Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-microsoft-discovery -a claude-code`. Or copy the skill folder (skills/azure-microsoft-discovery in MicrosoftDocs/Agent-Skills) into .claude/skills/azure-microsoft-discovery in your project. Claude Code loads it when a task matches its description.
Run `npx skills add MicrosoftDocs/Agent-Skills --skill azure-microsoft-discovery -a codex`. Or copy the skill folder (skills/azure-microsoft-discovery in MicrosoftDocs/Agent-Skills) into .agents/skills/azure-microsoft-discovery in your project. Codex loads it when a task matches its description.
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-microsoft-discovery -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-microsoft-discovery, .gemini/skills/azure-microsoft-discovery, .github/skills/azure-microsoft-discovery and .opencode/skills/azure-microsoft-discovery in your project.
SKILL.md names no scripts, command-line tools or credentials: Azure Microsoft Discovery is instructions for the agent only. Our summary lists: Docker. Compatibility (from SKILL.md): Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation..
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.
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.
Azure Microsoft Discovery 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.
About 3.4k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Azure Microsoft Discovery: Aspire (microsoft/aspire.dev, 196 stars), Aspire Monitoring (CommunityToolkit/Aspire, 629 stars), Azure Diagnostics (microsoft/GitHub-Copilot-for-Azure, 255 stars) and Aspire Deployment (CommunityToolkit/Aspire, 629 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.