Agent Framework Azure AI Py
microsoft/skills
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
공식 Microsoft 문서를 조회하여 Azure, .NET, Agent Framework, Aspire, VS Code, GitHub 등 다양한 분야의 개념, 튜토리얼 및 코드 예제를 찾습니다.
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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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/ko/.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
- ~1.1k tokens
- SKILL.md length
- 477 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- MIT
At a glance
공식 Microsoft 문서를 조회하여 Azure, .NET, Agent Framework, Aspire, VS Code, GitHub 등 다양한 분야의 개념, 튜토리얼 및 코드 예제를 찾습니다.
- Works in 2 steps: 기술 이름으로 mcp_context7_resolve-library-id를… → 반환된 라이브러리 ID와 구체적인 쿼리로…
- Tasks that involve Building AI agents
- SKILL.md covers 기본값: Microsoft Learn MCP, 예외: 다른 도구를 사용해야 할 때, Context7 설정 and 효과적인 쿼리 작성
- 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. 공식 Microsoft 문서를 조회하여 Azure, .NET, Agent Framework, Aspire, VS Code, GitHub 등 다양한 분야의 개념, 튜토리얼 및 코드 예제를 찾습니다. 기본적으로 Microsoft Learn MCP를 사용하며, learn.microsoft.com 외부에 있는 콘텐츠에 대해서는 Context7 및 Aspire MCP를 사용합니다.
Its SKILL.md is about 1.1k 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.
- 기술 이름으로 mcp_context7_resolve-library-id를 호출합니다
- 반환된 라이브러리 ID와 구체적인 쿼리로 mcp_context7_query-docs를 호출합니다
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 1.1k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 477 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). 477 words, ~1,063 tokens.
Download SKILL.mdSave it as
.claude/skills/microsoft-docs/SKILL.md (or your agent's skills folder).- name
- microsoft-docs
- description
- 공식 Microsoft 문서를 조회하여 Azure, .NET, Agent Framework, Aspire, VS Code, GitHub 등 다양한 분야의 개념, 튜토리얼 및 코드 예제를 찾습니다. 기본적으로 Microsoft Learn MCP를 사용하며, learn.microsoft.com 외부에 있는 콘텐츠에 대해서는 Context7 및 Aspire MCP를 사용합니다.
Microsoft Docs
Microsoft 기술 생태계에 대한 리서치 스킬입니다. learn.microsoft.com 및 그 밖의 문서(예: VS Code, GitHub, Aspire, Agent Framework 리포지토리)를 다룹니다.
기본값: Microsoft Learn MCP
다음 도구들을 learn.microsoft.com의 모든 콘텐츠에 사용하세요 — Azure, .NET, M365, Power Platform, Agent Framework, Semantic Kernel, Windows 등. 대부분의 Microsoft 문서 관련 질문에 대한 주요 도구입니다.
| Tool | 용도 |
|---|---|
microsoft_docs_search | learn.microsoft.com 검색 — 개념, 가이드, 튜토리얼, 구성 |
microsoft_code_sample_search | Learn 문서에서 작동하는 코드 스니펫을 찾습니다. 최상의 결과를 위해 language (python, csharp, 등)를 전달하세요 |
microsoft_docs_fetch | 특정 URL에서 전체 페이지 콘텐츠를 가져옵니다(검색 발췌가 충분하지 않을 때) |
검색 후 전체 튜토리얼, 모든 구성 옵션 또는 검색 발췌가 잘려있을 때 microsoft_docs_fetch를 사용하세요.
예외: 다른 도구를 사용해야 할 때
다음 카테고리는 learn.microsoft.com 외부에 있습니다. 대신 지정된 도구를 사용하세요.
.NET Aspire — Aspire MCP Server(권장) 또는 Context7 사용
Aspire 문서는 aspire.dev에 있으며 Learn에 있지 않습니다. 최적의 도구는 Aspire CLI 버전에 따라 다릅니다:
CLI 13.2+ (권장) — Aspire MCP 서버에는 내장 문서 검색 도구가 포함되어 있습니다:
| MCP Tool | 설명 |
|---|---|
list_docs | aspire.dev의 사용 가능한 모든 문서를 나열합니다 |
search_docs | aspire.dev 콘텐츠에 대한 가중치 기반 어휘 검색 |
get_doc | 슬러그로 특정 문서를 검색합니다 |
이 기능들은 Aspire CLI 13.2에 포함되어 있습니다 (PR #14028). 업데이트하려면: aspire update --self --channel daily. 참조: https://davidpine.dev/posts/aspire-docs-mcp-tools/
CLI 13.1 — MCP 서버는 통합 조회(list_integrations, get_integration_docs)를 제공하지만 문서 검색은 제공하지 않습니다. 이 경우 Context7을 사용하세요:
| Library ID | 사용 용도 |
|---|---|
/microsoft/aspire.dev | 주요 — 가이드, 통합, CLI 참조, 배포 |
/dotnet/aspire | 런타임 소스 — API 내부, 구현 세부사항 |
/communitytoolkit/aspire | 커뮤니티 통합 — Go, Java, Node.js, Ollama |
VS Code — Context7 사용
VS Code 문서는 code.visualstudio.com에 있으며 Learn에 없습니다.
| Library ID | 사용 용도 |
|---|---|
/websites/code_visualstudio | 사용자 문서 — 설정, 기능, 디버깅, 원격 개발 |
/websites/code_visualstudio_api | 확장 API — webviews, TreeViews, 명령, 기여 포인트 |
GitHub — Context7 사용
GitHub 문서는 docs.github.com 및 cli.github.com에 있습니다.
| Library ID | 사용 용도 |
|---|---|
/websites/github_en | Actions, API, 저장소, 보안, 관리자, Copilot |
/websites/cli_github | GitHub CLI (gh) 명령 및 플래그 |
Show full SKILL.md (198 more words)Show less
Agent Framework — Learn MCP + Context7 사용
Agent Framework 튜토리얼은 learn.microsoft.com에 있습니다 (microsoft_docs_search 사용), 그러나 GitHub 리포지토리에는 종종 공개된 문서보다 앞선 API 수준의 세부사항이 포함되어 있습니다 — 특히 DevUI REST API 레퍼런스, CLI 옵션, .NET 통합 관련.
| Library ID | 사용 용도 |
|---|---|
/websites/learn_microsoft_en-us_agent-framework | 튜토리얼 — DevUI 가이드, 추적, 워크플로 오케스트레이션 |
/microsoft/agent-framework | API 세부사항 — DevUI REST 엔드포인트, CLI 플래그, 인증, .NET AddDevUI/MapDevUI |
DevUI 팁: how-to 가이드는 Learn 웹사이트 소스에서 조회하고, API 수준의 세부사항(엔드포인트 스키마, 프록시 구성, 인증 토큰)은 리포지토리 소스에서 조회하세요.
Context7 설정
Context7 쿼리에서는 세션당 한 번 라이브러리 ID를 먼저 확인하세요:
- 기술 이름으로
mcp_context7_resolve-library-id를 호출합니다 - 반환된 라이브러리 ID와 구체적인 쿼리로
mcp_context7_query-docs를 호출합니다
효과적인 쿼리 작성
구체적으로 작성하세요 — 버전, 목적, 언어를 포함합니다:
# ❌ 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:
- 버전 관련 있는 경우 (
.NET 8,Aspire 13,VS Code 1.96) - 작업 의도 (
quickstart,tutorial,overview,limits,API reference) - 언어 다중언어 문서를 위해 (
Python,TypeScript,C#)
<!-- CO-OP TRANSLATOR DISCLAIMER START -->면책 조항: 이 문서는 AI 번역 서비스 Co-op Translator를 사용하여 번역되었습니다. 정확성을 위해 최선을 다하고 있으나 자동 번역에는 오류나 부정확성이 포함될 수 있음을 유의하시기 바랍니다. 원문(원어로 된 문서)을 권위 있는 출처로 간주하시기 바랍니다. 중요한 정보의 경우에는 전문적인 인간 번역을 권장합니다. 본 번역의 사용으로 인해 발생하는 오해나 잘못된 해석에 대해 당사는 책임을 지지 않습니다.
<!-- 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/ko/.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 | — | ~1.1k | 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?
공식 Microsoft 문서를 조회하여 Azure, .NET, Agent Framework, Aspire, VS Code, GitHub 등 다양한 분야의 개념, 튜토리얼 및 코드 예제를 찾습니다. 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 등 다양한 분야의 개념, 튜토리얼 및 코드 예제를 찾습니다.
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/ko/.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/ko/.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 1.1k tokens (SKILL.md is roughly 4.3k 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.