Agent Framework Azure AI Py
microsoft/skills
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Запрашивайте официальную документацию Microsoft, чтобы находить концепции, учебники и примеры кода по Azure, .NET, Agent Framework, Aspire, VS Code, GitHub и другим.
Install Microsoft Docs
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --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/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .claude/skills && cp -r skills-src/translations/ru/.agents/skills/microsoft-docs .claude/skills/microsoft-docs && 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 "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ru/.agents/skills/microsoft-docs into .claude/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", 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/microsoft/ai-agents-for-beginners/tree/main/translations/ru/.agents/skills/microsoft-docsType 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 microsoft/ai-agents-for-beginners --skill microsoft-docs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .agents/skills && cp -r skills-src/translations/ru/.agents/skills/microsoft-docs .agents/skills/microsoft-docs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ru/.agents/skills/microsoft-docs into .agents/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", 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 microsoft/ai-agents-for-beginners --skill microsoft-docs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/translations/ru/.agents/skills/microsoft-docs .cursor/skills/microsoft-docs && 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 "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ru/.agents/skills/microsoft-docs into .cursor/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", 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/microsoft/ai-agents-for-beginners.git --path translations/ru/.agents/skills/microsoft-docs--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 microsoft/ai-agents-for-beginners --skill microsoft-docs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/translations/ru/.agents/skills/microsoft-docs .gemini/skills/microsoft-docs && 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 "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ru/.agents/skills/microsoft-docs into .gemini/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", 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 microsoft/ai-agents-for-beginners microsoft-docsInstalls 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 microsoft/ai-agents-for-beginners --skill microsoft-docs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .github/skills && cp -r skills-src/translations/ru/.agents/skills/microsoft-docs .github/skills/microsoft-docs && 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 "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ru/.agents/skills/microsoft-docs into .github/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", 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 microsoft/ai-agents-for-beginners --skill microsoft-docs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/translations/ru/.agents/skills/microsoft-docs .opencode/skills/microsoft-docs && 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 "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ru/.agents/skills/microsoft-docs into .opencode/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", 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.
Facts
- Skill name
microsoft-docs- GitHub stars
- 77k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 543 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- MIT
At a glance
Запрашивайте официальную документацию Microsoft, чтобы находить концепции, учебники и примеры кода по Azure, .NET, Agent Framework, Aspire, VS Code, GitHub и другим.
- Works in 2 steps: Вызовите mcp_context7_resolve-library-id… → Вызовите mcp_context7_query-docs с…
- Tasks that involve Building AI agents
- SKILL.md covers Default: Microsoft Learn MCP, Exceptions: When to Use Other…, Context7 Setup and Writing Effective Queries
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Microsoft Docs is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization. Запрашивайте официальную документацию Microsoft, чтобы находить концепции, учебники и примеры кода по Azure, .NET, Agent Framework, Aspire, VS Code, GitHub и другим. Используется Microsoft Learn MCP по умолчанию, а для контента, размещённого вне learn.microsoft.com, — Context7 и Aspire MCP.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Building AI agents and MCP servers. It works with Visual Studio Code, Model Context Protocol, Microsoft Azure and GitHub. The repository describes itself as: 18 Lessons to Get Started Building AI Agents. The licence is MIT.
When your agent uses it
- Tasks that involve Building AI agents
- Tasks that involve MCP servers
Example prompts
- “/microsoft-docs”
Requirements
- Python 3
- Node.js
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Вызовите mcp_context7_resolve-library-id с названием технологии
- Вызовите mcp_context7_query-docs с возвращенным идентификатором библиотеки и конкретным запросом
What it can do on your machine
Read from SKILL.md and the folder at commit 25b7985. 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):
github.comdavidpine.dev
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.
Context cost
Microsoft Docs loads about 1.5k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 543 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.
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 microsoft/ai-agents-for-beginners at commit 25b7985, republished under its MIT licence (© microsoft). 543 words, ~1,504 tokens.
Download SKILL.mdSave it as
.claude/skills/microsoft-docs/SKILL.md (or your agent's skills folder).- name
- microsoft-docs
- description
- Запрашивайте официальную документацию Microsoft, чтобы находить концепции, учебники и примеры кода по Azure, .NET, Agent Framework, Aspire, VS Code, GitHub и другим. Используется Microsoft Learn MCP по умолчанию, а для контента, размещённого вне learn.microsoft.com, — Context7 и Aspire MCP.
Microsoft Docs
Навык исследования для экосистемы технологий Microsoft. Охватывает learn.microsoft.com и документацию, которая размещена вне него (VS Code, GitHub, Aspire, репозитории Agent Framework).
Default: Microsoft Learn MCP
Используйте эти инструменты для всего на learn.microsoft.com — Azure, .NET, M365, Power Platform, Agent Framework, Semantic Kernel, Windows и прочее. Это основной инструмент для подавляющего большинства запросов по документации Microsoft.
| Tool | Purpose |
|---|---|
microsoft_docs_search | Поиск по learn.microsoft.com — концепции, руководства, туториалы, конфигурация |
microsoft_code_sample_search | Поиск работающих фрагментов кода из документации Learn. Укажите language (python, csharp и т. д.) для лучших результатов |
microsoft_docs_fetch | Получить полный контент страницы по конкретному URL (когда фрагментов поиска недостаточно) |
Используйте microsoft_docs_fetch после поиска, когда вам нужны полные руководства, все параметры конфигурации или когда фрагменты поиска обрезаны.
Exceptions: When to Use Other Tools
Следующие категории размещены вне learn.microsoft.com. Используйте указанный инструмент вместо этого.
.NET Aspire — Use Aspire MCP Server (preferred) or Context7
Документация Aspire размещена на aspire.dev, а не в Learn. Лучший инструмент зависит от версии Aspire CLI:
CLI 13.2+ (рекомендуется) — Сервер Aspire MCP включает встроенные инструменты поиска по документации:
| MCP Tool | Description |
|---|---|
list_docs | Перечисляет всю доступную документацию с aspire.dev |
search_docs | Взвешенный лексический поиск по содержимому aspire.dev |
get_doc | Получает конкретный документ по slug |
Они включены в Aspire CLI 13.2 (PR #14028). Чтобы обновить: aspire update --self --channel daily. Ref: https://davidpine.dev/posts/aspire-docs-mcp-tools/
CLI 13.1 — MCP сервер предоставляет поиск интеграций (list_integrations, get_integration_docs), но не поиск по документации. В этом случае используйте Context7:
| Library ID | Use for |
|---|---|
/microsoft/aspire.dev | Основное — руководства, интеграции, справочник CLI, деплоймент |
/dotnet/aspire | Исходники рантайма — внутренняя реализация API, детали реализации |
/communitytoolkit/aspire | Интеграции сообщества — Go, Java, Node.js, Ollama |
VS Code — Use Context7
Документация VS Code размещена на code.visualstudio.com, а не в Learn.
| Library ID | Use for |
|---|---|
/websites/code_visualstudio | Документация для пользователей — настройки, функции, отладка, удаленная разработка |
/websites/code_visualstudio_api | API расширений — webviews, TreeViews, команды, точки расширения |
GitHub — Use Context7
Документация GitHub размещена на docs.github.com и cli.github.com.
| Library ID | Use for |
|---|---|
/websites/github_en | Actions, API, репозитории, безопасность, администрирование, Copilot |
/websites/cli_github | Команды и флаги GitHub CLI (gh) |
Show full SKILL.md (237 more words)Show less
Agent Framework — Use Learn MCP + Context7
Учебные материалы по Agent Framework находятся на learn.microsoft.com (используйте microsoft_docs_search), но репозиторий на GitHub содержит детали уровня API, которые часто опережают опубликованную документацию — в частности справочник DevUI REST API, параметры CLI и интеграция с .NET.
| Library ID | Use for |
|---|---|
/websites/learn_microsoft_en-us_agent-framework | Учебники — руководства по DevUI, трассировка, оркестрация рабочих процессов |
/microsoft/agent-framework | Детали API — конечные точки DevUI REST, флаги CLI, аутентификация, .NET AddDevUI/MapDevUI |
DevUI tip: Сначала запрашивайте на сайте Learn руководства по практическому использованию, затем обращайтесь к исходникам репозитория для деталей уровня API (схемы конечных точек, конфиг прокси, токены аутентификации).
Context7 Setup
Для любого запроса в Context7 сначала разрешите идентификатор библиотеки (один раз за сессию):
- Вызовите
mcp_context7_resolve-library-idс названием технологии - Вызовите
mcp_context7_query-docsс возвращенным идентификатором библиотеки и конкретным запросом
Writing Effective Queries
Будьте конкретны — указывайте версию, намерение и язык:
# ❌ Too broad
"Azure Functions"
"agent framework"
# ✅ Specific
"Azure Functions Python v2 programming model"
"Cosmos DB partition key design best practices"
"GitHub Actions workflow_dispatch inputs matrix strategy"
"Aspire AddUvicornApp Python FastAPI integration"
"DevUI serve agents tracing OpenTelemetry directory discovery"
"Agent Framework workflow conditional edges branching handoff"Include context:
- Version when relevant (
.NET 8,Aspire 13,VS Code 1.96) - Task intent (
quickstart,tutorial,overview,limits,API reference) - Language for polyglot docs (
Python,TypeScript,C#)
<!-- CO-OP TRANSLATOR DISCLAIMER START -->Отказ от ответственности: Этот документ был переведён с использованием сервиса автоматического перевода на базе ИИ Co-op Translator. Хотя мы стремимся к точности, имейте в виду, что автоматические переводы могут содержать ошибки или неточности. Оригинальный документ на его исходном языке следует считать авторитетным источником. Для критически важной информации рекомендуется профессиональный перевод, выполненный человеком. Мы не несем ответственности за любые недоразумения или неверные толкования, возникшие в результате использования этого перевода.
<!-- CO-OP TRANSLATOR DISCLAIMER END -->© microsoft, MIT. 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 translations/ru/.agents/skills/microsoft-docs of microsoft/ai-agents-for-beginners.
Open the folder on GitHubat commit 25b7985
Compare with similar skills
Microsoft Docs 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 |
|---|---|---|---|---|---|---|
| Microsoft Docs this skillmicrosoft/ai-agents-for-beginners | 77k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Agent Framework Azure AI Pymicrosoft/skills | 3.1k | 1 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Microsoft Skill CreatorMicrosoftDocs/mcp | 1.9k | 3 repos | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | |
| Agent Frameworkjihadkhawaja/Egroo | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Copilot SDKgithub/awesome-copilot | 40k | 5 repos | ~6.3k | Automated safety check: Pass | MIT | |
| Microsoft DocsMicrosoftDocs/mcp | 1.9k | 1 repos | ~723 | Automated safety check: Pass | CC-BY-4.0 |
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Questions about Microsoft Docs
What does Microsoft Docs do?
Запрашивайте официальную документацию Microsoft, чтобы находить концепции, учебники и примеры кода по Azure, .NET, Agent Framework, Aspire, VS Code, GitHub и другим. Microsoft Docs is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization.NET, Agent Framework, Aspire, VS Code, GitHub и другим.
When should I use Microsoft Docs?
Microsoft Docs fits situations like: tasks that involve Building AI agents; tasks that involve MCP servers.
How do I install Microsoft Docs in Claude Code?
Run `npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a claude-code`. Or copy the skill folder (translations/ru/.agents/skills/microsoft-docs in microsoft/ai-agents-for-beginners) into .claude/skills/microsoft-docs in your project. Claude Code loads it when a task matches its description.
How do I install Microsoft Docs in Codex?
Run `npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a codex`. Or copy the skill folder (translations/ru/.agents/skills/microsoft-docs in microsoft/ai-agents-for-beginners) into .agents/skills/microsoft-docs in your project. Codex loads it when a task matches its description.
Can I use Microsoft Docs 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 microsoft/ai-agents-for-beginners --skill microsoft-docs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/microsoft-docs, .gemini/skills/microsoft-docs, .github/skills/microsoft-docs and .opencode/skills/microsoft-docs in your project.
What does Microsoft Docs need to run?
SKILL.md names no scripts, command-line tools or credentials: Microsoft Docs is instructions for the agent only. Our summary lists: Python 3; Node.js.
Does Microsoft Docs access the network?
SKILL.md names 2 domains. As links in the text: github.com and davidpine.dev. This is read from the text; nothing was executed.
Is Microsoft Docs 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 Microsoft Docs use?
Microsoft Docs is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Microsoft Docs use?
About 1.5k tokens (SKILL.md is roughly 6k 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 Microsoft Docs?
Skills that share tags, products or a category with Microsoft Docs: Agent Framework Azure AI Py (microsoft/skills, 3.1k stars), Microsoft Skill Creator (MicrosoftDocs/mcp, 1.9k stars), Agent Framework (jihadkhawaja/Egroo, 178 stars) and Copilot SDK (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Microsoft Docs?
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/ai-agents-for-beginners, which has 76,567 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on September 19, 2026.
Source: microsoft/ai-agents-for-beginners on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.