Agent skills by microsoft

A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…

microsoft/ai-agents-for-beginners

Checks that a pull request's title and description match its implementation and reviews the code for Garnet best practices, reporting findings without posting them.

microsoft/garnet

Prepare and publish stable Agent Lightning releases through the repository's version bump, pull-request checks, merge, tag, PyPI trusted-publishing, and versioned-documentation workflows.

microsoft/agent-lightning

Generates GitHub Feature Area Status reports for the Windows App SDK repository, scoring issues so teams can see what needs attention in each area.

microsoft/WindowsAppSDK

Runs an on-demand or nightly sleep cycle that reviews past Claude Code sessions and proposes validated updates to CLAUDE.md and skills.

microsoft/SkillOpt

Solves web tasks by driving a local Playwright browser one bash command at a time, saving a reusable script, screenshots and an action log for each run.

microsoft/CUAWright

Finds and fixes out-of-range output writes in ONNX Runtime operator shape-inference functions where a getNumOutputs guard admits too few outputs.

microsoft/onnxruntime

Prepares the triage meeting summary for WinAppSDK Needs-Triage issues, with research-backed area suggestions, draft replies and a diff since the last triage.

microsoft/WindowsAppSDK

Runs a nightly or on-demand sleep cycle for a local Codex agent: review past sessions, replay recurring tasks and stage validated skill and memory edits for adoption.

microsoft/SkillOpt

Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes.

microsoft/skills

Provides the action space, tradeoffs, and evaluation context for improving an editable AI agent against a benchmark while preserving its deployment contract.

microsoft/agent-lightning

统一错误处理系统。在添加 API 端点、修改错误处理、添加前端 API 调用、编写错误相关测试时使用. An agent skill from microsoft/data-formulator.

microsoft/data-formulator

Explains why editing CUTLASS fused-MHA headers in ONNX Runtime can leave stale CUDA kernels after an incremental build, and how to force and verify a real rebuild.

microsoft/onnxruntime

Step-by-step guide for adding a new built-in RESP command to Garnet, from the command enum and parser to storage callbacks, command metadata JSON and tests.

microsoft/garnet

Mines recurring tasks from recent local Cursor sessions, replays them to test bounded skill edits, and stages validated improvements to a project Cursor skill for review.

microsoft/SkillOpt

Python guidance for the Azure AI Search SDK covering vector, hybrid and semantic search, index management and indexers, with Entra ID authentication preferred over keys.

microsoft/skills

LLM Agent 多语言注入规范。在修改 Agent 提示词、添加新的 Agent 端点、处理用户可见的后端消息（messagecode）时使用。

microsoft/data-formulator

A skill your agent uses to cut an APM release from the current worktree: assess whether the cycle since the last tag warrants a patch or minor bump (semver discipline against the…

microsoft/apm

Builds ONNX Runtime from source with its build scripts, explaining the update, build and test phases, key flags and where the build output lands.

microsoft/onnxruntime

Creates and manages Git worktrees with PowerShell scripts so separate issues and Copilot sessions each get an isolated branch, build and test environment.

microsoft/WindowsAppSDK

Runs a usage-driven self-improvement cycle for the dsh agent: harvest past sessions, mine recurring tasks, replay them and stage validated skill edits.

microsoft/SkillOpt

A skill your agent uses when asked to trigger or inspect Aspire internal Azure DevOps builds, source-index runs, or release validation on dnceng/internal; push to the internal mirror; download build…

microsoft/aspire

Prepare a release for the Feature Management .NET SDK. An agent skill from microsoft/FeatureManagement-Dotnet.

microsoft/FeatureManagement-Dotnet

A skill your agent uses whenever the user mentions Microsoft Teams in a development context — whether they're building, integrating, configuring, debugging, or just asking questions.

microsoft/teams-sdk

服务端路径安全与文件访问编码规范。在编写文件下载路由、Agent 工具（文件读取/目录列出）、数据连接器/Loader、Workspace 路径操作、沙箱配置时使用。

microsoft/data-formulator

A skill your agent uses to run a holistic regrounding pass on the entire microsoft/apm documentation corpus against current source code, page-by-page, and emit surgical fixes for stale claims.

microsoft/apm

Triggers, re-runs and unblocks the CI checks on an ONNX Runtime pull request, after diagnosing whether a failure is transient or needs a code change.

microsoft/onnxruntime

Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps.

microsoft/aspire.dev

Creates a pull request for the current branch, generating a clear title and a description that summarizes the changes and includes instructions on how to test them.

microsoft/roosterjs

Backports a merged PR to a release branch by triggering the /backport bot, waiting for the bot-created PR, and filling in the shiproom template (Customer Impact, Testing, Risk, Regression?).

microsoft/aspire

Shows a categorized, interactive menu of common Squad operations, such as install, upgrade and team management, and collects arguments before running anything.

microsoft/waza

Discovers available Azure OpenAI model capacity across regions and projects.

microsoft/GitHub-Copilot-for-Azure

A skill your agent uses to verify CLAIM-LEVEL grounding of a documentation page (or set of pages) against the source code.

microsoft/apm

Drafts ONNX Runtime release notes from commit history and contributor metadata using named presets for the full runtime or a scoped component.

microsoft/onnxruntime

Guide for organizing MSBuild infrastructure with Directory.Build.props, Directory.Build.targets, Directory.Packages.props, and Directory.Build.rsp.

microsoft/testfx

Use MSAGL-JS (Microsoft Automatic Graph Layout) to lay out and visualize networks in JavaScript or TypeScript.

microsoft/msagljs

One-step setup and connection diagnostics for a Dataverse environment — installs tools, authenticates, registers MCP, writes .env, and verifies active profiles and linked ERP endpoints.

microsoft/Dataverse-skills

Create and validate Beachball change files. An agent skill from microsoft/beachball.

microsoft/beachball

Analyze MSBuild binary logs to diagnose build failures. An agent skill from microsoft/testfx.

microsoft/testfx

Parse and analyze Visual Studio TRX test result files. An agent skill from microsoft/vstest.

microsoft/vstest

Proposes a scoped version bump for a roosterjs hotfix. An agent skill from microsoft/roosterjs.

microsoft/roosterjs

Bumps the Aspire repository product version in eng/Versions.props using previous version-bump commits as guidance.

microsoft/aspire

Reference-only OpenClaw adaptation of SkillOpt-Sleep. Use it to study or port the contributed DeepSeek wrapper, not as a ready-to-run installation.

microsoft/SkillOpt

Create, build, deploy, and localize declarative agents for M365 Copilot and Teams.

microsoft/work-iq

A skill your agent uses to write the PR description (PR body) for any pull request opened against microsoft/apm.

microsoft/apm

Runs and debugs ONNX Runtime tests: Google Test executables for C++ and unittest or pytest for Python, with filters and build-directory guidance.

microsoft/onnxruntime

Discover connected data sources, add new data connectors through a user-confirmed form, inspect table metadata, and run bounded read-only probes when the current workspace data is insufficient.

microsoft/data-formulator

ALWAYS LOAD THIS SKILL when working with FileServer, SMB, SMB2, SMB3, CIFS, file sharing, MS-SMB2, MS-FSCC, MS-FSA, MS-DFSC, MS-FSRVP, MS-RSVD, MS-SQOS, or any file server protocol test…

microsoft/WindowsProtocolTestSuites