Agent Framework Azure AI Py
microsoft/skills
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Ieškokite oficialioje Microsoft dokumentacijoje sąvokų, pamokų ir kodo pavyzdžių apie Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ir dar daugiau.
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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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/lt/.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
- 509 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- MIT
At a glance
Ieškokite oficialioje Microsoft dokumentacijoje sąvokų, pamokų ir kodo pavyzdžių apie Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ir dar daugiau.
- Works in 2 steps: Iškvieskite… → Iškvieskite mcp_context7_query-docs su…
- 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. Ieškokite oficialioje Microsoft dokumentacijoje sąvokų, pamokų ir kodo pavyzdžių apie Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ir dar daugiau. Naudoja Microsoft Learn MCP kaip numatytąjį, o Context7 ir Aspire MCP — turiniui, esantį už learn.microsoft.com ribų.
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.
- Iškvieskite mcp_context7_resolve-library-id su technologijos pavadinimu
- Iškvieskite mcp_context7_query-docs su gautu bibliotekos ID ir konkrečia užklausa
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 72 tokens; SKILL.md has 509 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). 509 words, ~1,449 tokens.
Download SKILL.mdSave it as
.claude/skills/microsoft-docs/SKILL.md (or your agent's skills folder).- name
- microsoft-docs
- description
- Ieškokite oficialioje Microsoft dokumentacijoje sąvokų, pamokų ir kodo pavyzdžių apie Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ir dar daugiau. Naudoja Microsoft Learn MCP kaip numatytąjį, o Context7 ir Aspire MCP — turiniui, esantį už learn.microsoft.com ribų.
Microsoft Docs
Tyrimų įgūdis Microsoft technologijų ekosistemos srityje. Aprėpia learn.microsoft.com ir dokumentaciją, kuri yra už jos ribų (VS Code, GitHub, Aspire, Agent Framework saugyklos).
Default: Microsoft Learn MCP
Naudokite šiuos įrankius viskam, kas yra learn.microsoft.com — Azure, .NET, M365, Power Platform, Agent Framework, Semantic Kernel, Windows ir kt. Tai pagrindinis įrankis daugumai Microsoft dokumentacijos užklausų.
| Tool | Purpose |
|---|---|
microsoft_docs_search | Ieškoti learn.microsoft.com — sąvokos, vadovai, pamokos, konfigūracija |
microsoft_code_sample_search | Rasti veikiančius kodo fragmentus iš Learn dokumentų. Pateikite language (python, csharp, ir kt.) geriausiems rezultatams |
microsoft_docs_fetch | Gauti pilną puslapio turinį iš konkretaus URL (kai paieškos ištraukos nepakankamos) |
Naudokite microsoft_docs_fetch po paieškos, kai reikia išsamių pamokų, visų konfigūracijos parinkčių arba kai paieškos ištraukos yra sutrumpintos.
Exceptions: When to Use Other Tools
Tolimesnės kategorijos yra už learn.microsoft.com ribų. Vietoj to naudokite nurodytą įrankį.
.NET Aspire — Use Aspire MCP Server (preferred) or Context7
Aspire dokumentacija yra aspire.dev, ne Learn. Geriausias įrankis priklauso nuo jūsų Aspire CLI versijos:
CLI 13.2+ (rekomenduojama) — Aspire MCP serveris turi įmontuotus dokumentacijos paieškos įrankius:
| MCP Tool | Description |
|---|---|
list_docs | Išvardina visą prieinamą dokumentaciją iš aspire.dev |
search_docs | Svorinė leksinė paieška per aspire.dev turinį |
get_doc | Gauti konkretų dokumentą pagal slug'ą |
Šios funkcijos pristatomos Aspire CLI 13.2 (PR #14028). Norėdami atnaujinti: aspire update --self --channel daily. Nuoroda: https://davidpine.dev/posts/aspire-docs-mcp-tools/
CLI 13.1 — MCP serveris suteikia integracijų paiešką (list_integrations, get_integration_docs), bet ne dokumentacijos paieškos. Grįžkite prie Context7:
| Library ID | Use for |
|---|---|
/microsoft/aspire.dev | Pagrindinė — vadovai, integracijos, CLI referencija, diegimas |
/dotnet/aspire | Vykdymo šaltinis — API vidiniai elementai, įgyvendinimo detalės |
/communitytoolkit/aspire | Bendruomenės integracijos — Go, Java, Node.js, Ollama |
VS Code — Use Context7
VS Code dokumentacija yra code.visualstudio.com, ne Learn.
| Library ID | Use for |
|---|---|
/websites/code_visualstudio | Vartotojo dokumentacija — nustatymai, funkcijos, derinimas, nuotolinis kūrimas |
/websites/code_visualstudio_api | Plėtinių API — webviews, TreeViews, komandos, prisidėjimo taškai |
GitHub — Use Context7
GitHub dokumentacija yra docs.github.com ir cli.github.com.
| Library ID | Use for |
|---|---|
/websites/github_en | Actions, API, saugyklos, sauga, administravimas, Copilot |
/websites/cli_github | GitHub CLI (gh) komandos ir parametrai |
Show full SKILL.md (218 more words)Show less
Agent Framework — Use Learn MCP + Context7
Agent Framework mokymai yra learn.microsoft.com (naudokite microsoft_docs_search), tačiau GitHub saugykla turi API lygmens detales, kurios dažnai yra priekyje skelbiamų dokumentų — ypač DevUI REST API referencija, CLI parinktys ir .NET integracija.
| Library ID | Use for |
|---|---|
/websites/learn_microsoft_en-us_agent-framework | Mokymai — DevUI vadovai, sekimas, darbo eigos orkestracija |
/microsoft/agent-framework | API detalės — DevUI REST galiniai taškai, CLI žymos, autentifikacija, .NET AddDevUI/MapDevUI |
DevUI patarimas: Užklauskite Learn svetainės šaltinio, kad rastumėte kaip daryti vadovus, o tada saugyklos šaltinį — API lygmens specifikai (galinių taškų schemos, proxy konfigūracija, autentifikacijos žetonai).
Context7 Setup
Kiekvienai Context7 užklausiai pirmiausia nustatykite bibliotekos ID (vieną kartą per sesiją):
- Iškvieskite
mcp_context7_resolve-library-idsu technologijos pavadinimu - Iškvieskite
mcp_context7_query-docssu gautu bibliotekos ID ir konkrečia užklausa
Writing Effective Queries
Būkite konkretūs — nurodykite versiją, tikslą ir kalbą:
# ❌ 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 -->Atsakomybės apribojimas: Šis dokumentas buvo išverstas naudojant dirbtinio intelekto vertimo paslaugą Co-op Translator (https://github.com/Azure/co-op-translator). Nors siekiame tikslumo, atkreipkite dėmesį, kad automatiniai vertimai gali turėti klaidų ar netikslumų. Originalus dokumentas jo gimtąja kalba turėtų būti laikomas autoritetingu šaltiniu. Esant svarbiai informacijai, rekomenduojamas profesionalus žmogaus atliekamas vertimas. Mes neatsakome už bet kokius nesusipratimus ar neteisingus aiškinimus, kilusius dėl šio vertimo naudojimo.
<!-- 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/lt/.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?
Ieškokite oficialioje Microsoft dokumentacijoje sąvokų, pamokų ir kodo pavyzdžių apie Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ir dar daugiau. 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 ir dar daugiau.
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/lt/.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/lt/.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 5.8k 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.