Agent Framework Azure AI Py
microsoft/skills
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Kysy virallista Microsoftin dokumentaatiota löytääksesi käsitteitä, opetusohjelmia ja koodiesimerkkejä Azureen, .NET:iin, Agent Frameworkiin, Aspireen, VS Codeen, GitHubiin ja muihin liittyen.
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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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/fi/.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
- 456 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- MIT
At a glance
Kysy virallista Microsoftin dokumentaatiota löytääksesi käsitteitä, opetusohjelmia ja koodiesimerkkejä Azureen, .NET:iin, Agent Frameworkiin, Aspireen, VS Codeen, GitHubiin ja muihin liittyen.
- Works in 2 steps: Kutsu mcp_context7_resolve-library-id… → Kutsu mcp_context7_query-docs…
- Tasks that involve MCP servers
- 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. Kysy virallista Microsoftin dokumentaatiota löytääksesi käsitteitä, opetusohjelmia ja koodiesimerkkejä Azureen, .NET:iin, Agent Frameworkiin, Aspireen, VS Codeen, GitHubiin ja muihin liittyen. Käyttää oletuksena Microsoft Learn MCP:tä, sekä Context7:ää ja Aspire MCP:tä sisällölle, joka sijaitsee learn.microsoft.comin ulkopuolella.
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 MCP servers. It works with Model Context Protocol, .NET, Visual Studio Code and Microsoft Azure. 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 MCP servers
Example prompts
- “/microsoft-docs”
Requirements
- Python 3
- Node.js
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Kutsu mcp_context7_resolve-library-id teknologian nimellä
- Kutsu mcp_context7_query-docs palautetulla kirjaston ID:llä ja tarkemmalla kyselyllä
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 87 tokens; SKILL.md has 456 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). 456 words, ~1,481 tokens.
Download SKILL.mdSave it as
.claude/skills/microsoft-docs/SKILL.md (or your agent's skills folder).- name
- microsoft-docs
- description
- Kysy virallista Microsoftin dokumentaatiota löytääksesi käsitteitä, opetusohjelmia ja koodiesimerkkejä Azureen, .NET:iin, Agent Frameworkiin, Aspireen, VS Codeen, GitHubiin ja muihin liittyen. Käyttää oletuksena Microsoft Learn MCP:tä, sekä Context7:ää ja Aspire MCP:tä sisällölle, joka sijaitsee learn.microsoft.comin ulkopuolella.
Microsoft Docs
Tutkimustaito Microsoftin teknologiaympäristöä varten. Kattaa learn.microsoft.comin ja dokumentaation, joka sijaitsee sen ulkopuolella (VS Code, GitHub, Aspire, Agent Framework -repositoriot).
Default: Microsoft Learn MCP
Käytä näitä työkaluja kaikkeen, mikä löytyy osoitteesta learn.microsoft.com — Azure, .NET, M365, Power Platform, Agent Framework, Semantic Kernel, Windows ja muut. Tämä on ensisijainen työkalu suurimmassa osassa Microsoft-dokumentaatioon liittyvistä kyselyistä.
| Tool | Purpose |
|---|---|
microsoft_docs_search | Etsi learn.microsoft.com — käsitteet, oppaat, tutoriaalit, konfigurointi |
microsoft_code_sample_search | Etsi toimivia koodikatkelmia Learn-dokumenteista. Anna language (python, csharp, jne.) parhaiten tuloksin |
microsoft_docs_fetch | Hae täysi sivun sisältö tietystä URL-osoitteesta (kun hakukatkelmat eivät riitä) |
Käytä microsoft_docs_fetch-työkalua haun jälkeen, kun tarvitset täydelliset tutoriaalit, kaikki konfiguraatioasetukset tai kun hakukatkelmat on katkaistu.
Exceptions: When to Use Other Tools
Seuraavat kategoriat sijaitsevat sen ULKOPUOLELLA learn.microsoft.com-sivustoa. Käytä sen sijaan määriteltyä työkalua.
.NET Aspire — Use Aspire MCP Server (preferred) or Context7
Aspire-dokumentaatio löytyy osoitteesta aspire.dev, ei Learnista. Paras työkalu riippuu Aspire CLI -versiostasi:
CLI 13.2+ (suositeltu) — Aspire MCP -palvelin sisältää sisäänrakennetut dokumentaation hakutyökalut:
| MCP Tool | Description |
|---|---|
list_docs | Luettelee kaiken saatavilla olevan dokumentaation osoitteesta aspire.dev |
search_docs | Painotettu leksikaalinen haku aspire.dev -sisällöstä |
get_doc | Hakee tietyn dokumentin slugin perusteella |
Nämä sisältyvät Aspire CLI 13.2:een (PR #14028). Päivitä: aspire update --self --channel daily. Viite: https://davidpine.dev/posts/aspire-docs-mcp-tools/
CLI 13.1 — MCP-palvelin tarjoaa integraatiohaun (list_integrations, get_integration_docs) mutta ei dokumentaation hakua. Palaa Context7:aan:
| Library ID | Use for |
|---|---|
/microsoft/aspire.dev | Ensisijainen — oppaat, integraatiot, CLI-viite, käyttöönotto |
/dotnet/aspire | Ajonaikainen lähdekoodi — API:n sisäiset osat, toteutusyksityiskohdat |
/communitytoolkit/aspire | Yhteisön integraatiot — Go, Java, Node.js, Ollama |
VS Code — Use Context7
VS Code -dokumentaatio löytyy osoitteesta code.visualstudio.com, ei Learnista.
| Library ID | Use for |
|---|---|
/websites/code_visualstudio | Käyttäjädokumentaatio — asetukset, ominaisuudet, virheenkorjaus, etäkehitys |
/websites/code_visualstudio_api | Laajennuksen API — webviewt, TreeViewt, komennot, kontribuutiopisteet |
GitHub — Use Context7
GitHub-dokumentaatio löytyy osoitteista docs.github.com ja cli.github.com.
| Library ID | Use for |
|---|---|
/websites/github_en | Actions, API, repositoriot, suojaus, hallinta, Copilot |
/websites/cli_github | GitHub CLI (gh) -komennot ja liput |
Show full SKILL.md (184 more words)Show less
Agent Framework — Use Learn MCP + Context7
Agent Frameworkin tutoriaalit ovat learn.microsoft.comissa (käytä microsoft_docs_search), mutta GitHub-repositorio sisältää API-tason yksityiskohtia, jotka usein edeltävät julkaistuja docs-sivuja — erityisesti DevUI REST API -viite, CLI-valinnat ja .NET-integraatio.
| Library ID | Use for |
|---|---|
/websites/learn_microsoft_en-us_agent-framework | Opetusohjelmat — DevUI-oppaat, jäljitys, työnkulun orkestrointi |
/microsoft/agent-framework | API-yksityiskohdat — DevUI REST-päätepisteet, CLI-liput, autentikointi, .NET AddDevUI/MapDevUI |
DevUI tip: Hae Learn-verkkosivuston lähteestä how-to-oppaat ja tarkista sitten repositorion lähde API-tason yksityiskohtia varten (päätepisteiden skeemat, proxy-konfiguraatio, autentikointitunnukset).
Context7 Setup
Context7-kyselyä varten ratkaise ensin kirjaston ID (kertakäyttö per istunto):
- Kutsu
mcp_context7_resolve-library-idteknologian nimellä - Kutsu
mcp_context7_query-docspalautetulla kirjaston ID:llä ja tarkemmalla kyselyllä
Writing Effective Queries
Ole tarkka — sisällytä versio, tarkoitus ja kieli:
# ❌ 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 -->Vastuuvapauslauseke: Tämä asiakirja on käännetty käyttämällä tekoälykäännöspalvelua Co-op Translator. Vaikka pyrimme tarkkuuteen, ota huomioon, että automaattikäännöksissä voi olla virheitä tai epätarkkuuksia. Alkuperäistä asiakirjaa sen alkuperäisellä kielellä tulee pitää virallisena lähteenä. Tärkeiden tietojen osalta suositellaan ammattimaista käännöstä. Emme ole vastuussa tämän käännöksen käytöstä aiheutuvista väärinymmärryksistä tai virheellisistä tulkinnoista.
<!-- 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/fi/.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 | |
| Microsoft DocsMicrosoftDocs/mcp | 1.9k | 1 repos | ~723 | Automated safety check: Pass | CC-BY-4.0 | |
| Copilot SDKgithub/awesome-copilot | 40k | 5 repos | ~6.3k | Automated safety check: Pass | MIT | |
| Add Manifest SampleAzure/azure-functions-templates | 362 | — | ~3.8k | Automated safety check: Pass | MIT |
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Build agentic applications with GitHub Copilot SDK. An agent skill from github/awesome-copilot.
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Add a new Azure Functions sample/quickstart to the Template Manifest.
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Questions about Microsoft Docs
What does Microsoft Docs do?
Kysy virallista Microsoftin dokumentaatiota löytääksesi käsitteitä, opetusohjelmia ja koodiesimerkkejä Azureen, .NET:iin, Agent Frameworkiin, Aspireen, VS Codeen, GitHubiin ja muihin liittyen. Microsoft Docs is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization.NET:iin, Agent Frameworkiin, Aspireen, VS Codeen, GitHubiin ja muihin liittyen.
When should I use Microsoft Docs?
Microsoft Docs fits situations like: 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/fi/.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/fi/.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 5.9k 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), Microsoft Docs (MicrosoftDocs/mcp, 1.9k 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.