Agent Framework Azure AI Py
microsoft/skills
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Prohledávejte oficiální dokumentaci Microsoftu, abyste našli koncepty, návody a ukázky kódu napříč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a dalšími.
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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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/cs/.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
- ~1.4k tokens
- SKILL.md length
- 528 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- MIT
At a glance
Prohledávejte oficiální dokumentaci Microsoftu, abyste našli koncepty, návody a ukázky kódu napříč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a dalšími.
- Works in 2 steps: Zavolejte… → Zavolejte mcp_context7_query-docs s…
- Tasks that involve Building AI agents
- SKILL.md covers Výchozí: Microsoft Learn MCP, Výjimky: Kdy použít jiné…, Context7 Nastavení and Psaní efektivních dotazů
- 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. Prohledávejte oficiální dokumentaci Microsoftu, abyste našli koncepty, návody a ukázky kódu napříč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a dalšími. Jako výchozí používá Microsoft Learn MCP; pro obsah, který se nachází mimo learn.microsoft.com, používá Context7 a Aspire MCP.
Its SKILL.md is about 1.4k 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 .NET. 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.
- Zavolejte mcp_context7_resolve-library-id s názvem technologie
- Zavolejte mcp_context7_query-docs s vráceným ID knihovny a konkrétním dotazem
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 1.4k tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 528 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). 528 words, ~1,428 tokens.
Download SKILL.mdSave it as
.claude/skills/microsoft-docs/SKILL.md (or your agent's skills folder).- name
- microsoft-docs
- description
- Prohledávejte oficiální dokumentaci Microsoftu, abyste našli koncepty, návody a ukázky kódu napříč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a dalšími. Jako výchozí používá Microsoft Learn MCP; pro obsah, který se nachází mimo learn.microsoft.com, používá Context7 a Aspire MCP.
Microsoft Docs
Výzkumná dovednost pro ekosystém technologií Microsoft. Pokrývá learn.microsoft.com a dokumentaci, která existuje mimo něj (repozitáře VS Code, GitHub, Aspire, Agent Framework).
Výchozí: Microsoft Learn MCP
Použijte tyto nástroje pro vše na learn.microsoft.com — Azure, .NET, M365, Power Platform, Agent Framework, Semantic Kernel, Windows a další. Toto je primární nástroj pro drtivou většinu dotazů ohledně dokumentace Microsoftu.
| Tool | Purpose |
|---|---|
microsoft_docs_search | Hledání na learn.microsoft.com — koncepty, průvodci, tutoriály, konfigurace |
microsoft_code_sample_search | Najděte funkční ukázky kódu z Learn dokumentů. Zadejte language (python, csharp, etc.) pro nejlepší výsledky |
microsoft_docs_fetch | Získejte celý obsah stránky z konkrétní URL (když výpisy z hledání nestačí) |
Použijte microsoft_docs_fetch po hledání, když potřebujete kompletní tutoriály, všechny možnosti konfigurace nebo když jsou výpisy z hledání zkrácené.
Výjimky: Kdy použít jiné nástroje
Následující kategorie žijí mimo learn.microsoft.com. Použijte místo toho určený nástroj.
.NET Aspire — Použijte Aspire MCP Server (preferováno) nebo Context7
Aspire dokumentace žije na aspire.dev, ne na Learn. Nejlepší nástroj závisí na vaší verzi Aspire CLI:
CLI 13.2+ (doporučeno) — Aspire MCP server obsahuje vestavěné nástroje pro vyhledávání dokumentace:
| MCP Tool | Description |
|---|---|
list_docs | Vypíše veškerou dostupnou dokumentaci z aspire.dev |
search_docs | Vážené lexikální vyhledávání napříč obsahem aspire.dev |
get_doc | Získá konkrétní dokument podle slug |
Tyto nástroje jsou součástí Aspire CLI 13.2 (PR #14028). Aktualizace: aspire update --self --channel daily. Ref: https://davidpine.dev/posts/aspire-docs-mcp-tools/
CLI 13.1 — MCP server poskytuje integraci lookup (list_integrations, get_integration_docs) ale ne vyhledávání dokumentace. Použijte jako zálohu Context7:
| Library ID | Use for |
|---|---|
/microsoft/aspire.dev | Primárně — průvodci, integrace, reference CLI, nasazení |
/dotnet/aspire | Zdroj runtime — interní API, implementační detaily |
/communitytoolkit/aspire | Komunitní integrace — Go, Java, Node.js, Ollama |
VS Code — Použijte Context7
VS Code dokumentace žije na code.visualstudio.com, ne na Learn.
| Library ID | Use for |
|---|---|
/websites/code_visualstudio | Uživatelská dokumentace — nastavení, funkce, ladění, vzdálený vývoj |
/websites/code_visualstudio_api | Rozhraní pro rozšíření — webview, TreeViews, příkazy, body přispění |
GitHub — Použijte Context7
GitHub dokumentace žije na docs.github.com a cli.github.com.
| Library ID | Use for |
|---|---|
/websites/github_en | Actions, API, repozitáře, bezpečnost, administrace, Copilot |
/websites/cli_github | GitHub CLI (gh) příkazy a přepínače |
Show full SKILL.md (226 more words)Show less
Agent Framework — Použijte Learn MCP + Context7
Agent Framework tutoriály jsou na learn.microsoft.com (použijte microsoft_docs_search), ale GitHub repo má detail na úrovni API, který často předbíhá publikované dokumenty — zejména DevUI REST API reference, volby CLI a .NET integrace.
| Library ID | Use for |
|---|---|
/websites/learn_microsoft_en-us_agent-framework | Tutoriály — DevUI průvodci, trasování, orchestraci workflow |
/microsoft/agent-framework | API detaily — DevUI REST endpointy, CLI přepínače, auth, .NET AddDevUI/MapDevUI |
Tip pro DevUI: Nejprve prohow-to průvodce konzultujte zdroj webu Learn, poté zdroj repozitáře pro specifika na úrovni API (schémata endpointů, proxy konfigurace, auth tokeny).
Context7 Nastavení
Pro jakýkoli dotaz do Context7 nejprve vyřešte ID knihovny (jednorázově za sezení):
- Zavolejte
mcp_context7_resolve-library-ids názvem technologie - Zavolejte
mcp_context7_query-docss vráceným ID knihovny a konkrétním dotazem
Psaní efektivních dotazů
Buďte konkrétní — uveďte verzi, záměr a jazyk:
# ❌ 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 (
rychlý start,tutoriál,přehled,limity,referenční dokumentace API) - Language for polyglot docs (
Python,TypeScript,C#)
<!-- CO-OP TRANSLATOR DISCLAIMER START -->Prohlášení o vyloučení odpovědnosti: Tento dokument byl přeložen pomocí služby pro automatický překlad AI (Co-op Translator) (https://github.com/Azure/co-op-translator). Ačkoli usilujeme o přesnost, mějte prosím na paměti, že automatické překlady mohou obsahovat chyby nebo nepřesnosti. Původní dokument v jeho původním jazyce by měl být považován za autoritativní zdroj. Pro důležité informace se doporučuje profesionální lidský překlad. Nezodpovídáme za jakákoliv nedorozumění nebo nesprávné výklady vyplývající z použití tohoto překladu.
<!-- 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/cs/.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 | — | ~1.4k | 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?
Prohledávejte oficiální dokumentaci Microsoftu, abyste našli koncepty, návody a ukázky kódu napříč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a dalšími. 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 a dalšími.
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/cs/.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/cs/.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 1.4k tokens (SKILL.md is roughly 5.7k 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 76,612 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.