Cloud and Copilot

Microsoft AI agent skills.

Azure, Copilot, cloud, and enterprise skills published from Microsoft repositories.

This page matches skills to known Microsoft repository owners and ranks them by quality, trust, adoption, freshness, and install readiness.

21
Skills
965K
Stars
100
Top quality

Ranked official skills

Best Microsoft skill candidates

Compare discovery models
#1

Generative AI For Beginners

Excellent · 100Trust 88Excellent 100

21 Lessons, Get Started Building with Generative AI

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

112K starsJun 21, 2026 pushProduction candidateJupyter NotebookSemantic Search
$ npx skills add microsoft/generative-ai-for-beginners
#2

Playwright

Excellent · 100Trust 89Excellent 100

Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

91K starsJun 19, 2026 pushProduction candidateTypeScriptPlaywright
$ npx skills add microsoft/playwright
#3

Web Dev For Beginners

Excellent · 100Trust 88Excellent 100

24 Lessons, 12 Weeks, Get Started as a Web Developer

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

96K starsJun 14, 2026 pushProduction candidateJavaScriptEducation
$ npx skills add microsoft/Web-Dev-For-Beginners
#4

Markitdown

Excellent · 100Trust 87Excellent 100

Python tool for converting files and office documents to Markdown.

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

156K starsMay 26, 2026 pushProduction candidatePythonPDF
$ npx skills add microsoft/markitdown
#5

ML For Beginners

Excellent · 100Trust 88Excellent 100

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

87K starsJun 9, 2026 pushProduction candidateJupyter NotebookMachine Learning
$ npx skills add microsoft/ML-For-Beginners
#6

AI Agents For Beginners

Excellent · 100Trust 88Excellent 100

12 Lessons to Get Started Building AI Agents

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

67K starsMay 25, 2026 pushProduction candidateJupyter NotebookAI Agents
$ npx skills add microsoft/ai-agents-for-beginners
#7

AI For Beginners

Excellent · 100Trust 88Excellent 100

12 Weeks, 24 Lessons, AI for All!

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

48K starsJun 11, 2026 pushProduction candidateJupyter NotebookMachine Learning
$ npx skills add microsoft/AI-For-Beginners
#8

SkillOpt

Excellent · 100Trust 91Excellent 100

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

13K starsJul 14, 2026 pushProduction candidatePythonAI Agents
$ npx skills add microsoft/SkillOpt
#9

Graphrag

Excellent · 100Trust 88Excellent 100

A modular graph-based Retrieval-Augmented Generation (RAG) system

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

34K starsJun 18, 2026 pushProduction candidatePythonRAG
$ npx skills add microsoft/graphrag
#10

Data Science For Beginners

Excellent · 100Trust 88Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

36K starsJun 10, 2026 pushProduction candidateJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#11

Onnxruntime

Excellent · 100Trust 90Excellent 100

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

21K starsJun 16, 2026 pushProduction candidateC++Machine Learning
$ npx skills add microsoft/onnxruntime
#12

RD Agent

Excellent · 100Trust 90Excellent 100

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

13K starsJun 15, 2026 pushProduction candidatePythonAutomation
$ npx skills add microsoft/RD-Agent
#13

Qlib

Excellent · 100Trust 89Excellent 100

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

44K starsApr 22, 2026 pushProduction candidatePythonFinance
$ npx skills add microsoft/qlib
#14

Playwright Python

Excellent · 100Trust 86Excellent 100

Python version of the Playwright testing and automation library.

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

15K starsJul 17, 2026 pushProduction candidatePythonPlaywright
$ npx skills add microsoft/playwright-python
#15

Agent Framework

Excellent · 100Trust 90Excellent 100

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

11K starsJun 14, 2026 pushProduction candidatePythonMulti-Agent
$ npx skills add microsoft/agent-framework
#16

Autogen

Excellent · 100Trust 87Excellent 100

A programming framework for agentic AI

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

59K starsApr 15, 2026 pushProduction candidatePythonLLM
$ npx skills add microsoft/autogen
#17

Semantic Kernel

Excellent · 100Trust 85Excellent 100

Compose enterprise LLM agents and plugins

Microsoft repository match with excellent quality, strong shortlist, and current maintenance signals.

28K starsJun 12, 2026 pushStrong shortlistSemantic KernelC#
$ npx skills add microsoft/semantic-kernel
#18

Playwright Cli

Excellent · 100Trust 85Excellent 100

CLI for common Playwright actions. Record and generate Playwright code, inspect selectors and take screenshots.

Microsoft repository match with excellent quality, strong shortlist, and current maintenance signals.

12K starsJul 9, 2026 pushStrong shortlistTypeScriptPlaywright
$ npx skills add microsoft/playwright-cli
#19

Presidio

Excellent · 99Trust 89Excellent 99

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

9.4K starsJun 18, 2026 pushProduction candidatePythonPrivacy
$ npx skills add microsoft/presidio
#20

Skill Recorder

Excellent · 100Trust 86Excellent 100

Desktop app that records your on-screen work session and uses the GitHub Copilot CLI to reconstruct it as an intent + ordered steps, then builds a reusable Skill or Automation for Microsoft Scout, Microsoft Copilot Cowork, or Copilot Studio.

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

3.0K starsAug 12, 2026 pushProduction candidateTypeScriptClaude Code
$ npx skills add microsoft/skill-recorder
#21

UFO

Excellent · 99Trust 87Excellent 99

UFO³: Weaving the Digital Agent Galaxy

Microsoft repository match with excellent quality, production candidate, and current maintenance signals.

9.0K starsJun 12, 2026 pushProduction candidatePythonAutomation
$ npx skills add microsoft/UFO