Find the best CLAUDE.md, AGENTS.md and Claude skills

MicrosoftSkill

jupyter-notebook

microsoft/ai-agents-for-beginners/translations/zh-TW/.agents/skills/jupyter-notebook/SKILL.md

當使用者要求建立、搭建或編輯 Jupyter 筆記本（`.ipynb`）用於實驗、探索或教學時使用；優先使用隨附範本並執行輔助腳本 `new_notebook.py`

Often used withfind-skills

MicrosoftSkill

local-ai-agents

microsoft/ai-agents-for-beginners/translations/zh-TW/.agents/skills/local-ai-agents/SKILL.md

伴隨 Lesson 17 – Creating Local AI Agents 的輔助技能。 用於協助學習者打造一個能獨立在自己機器上推理、調用工具及搜尋文件的代理 — 完全無雲端推理。所有建議都基於課程內容與可執行筆記本。 當學習者希望： - 完全在設備端執行代理，為了隱私、成本或離線需求。 - 使用 Foundry Local 本地部署模型，並透過 OpenAI 兼容端點連接。 - 使用 Qwen 函數呼叫 模型來驅動可靠的本地工具調用。 - 新增 本地 RAG（Chroma）或 本地 MCP 伺服器。 - 設計一個 <strong>混合</strong> 本地/雲端路由策略。 SLM 以隱私、成本與離線操作換取廣度。致勝策略是：讓 SLM 負責協調，讓工具執行繁重任務。 模型不需要<em>了解</em>整個程式碼庫，只需知道何時呼叫 read_file 和 search_docs。這符合 SLM 的強項（例如界定決策如工具選擇），避開其弱項（廣泛知識、長距多跳推理）。 8GB 記憶體為實際最低需求；GPU/NPU 有助於性能但非必需。 指引學習者閱讀筆記本 17-local-agent-foundry-local.ipynb： 這呼應了 Lesson 16 的模型路由概念，將工作站列為其中一條路徑。優先設計可回退至本地的方案，讓代理效能降低而非直接失效。

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MicrosoftSkill

microsoft-docs

microsoft/ai-agents-for-beginners/translations/zh-TW/.agents/skills/microsoft-docs/SKILL.md

Microsoft 技術生態系統的研究技能。涵蓋 learn.microsoft.com 以及存在於其之外的文檔（VS Code、GitHub、Aspire、Agent Framework 倉庫）。 使用這些工具搜尋 learn.microsoft.com 上的所有內容 — 包括 Azure、.NET、M365、Power Platform、Agent Framework、Semantic Kernel、Windows 等。這是大多數 Microsoft 文件查詢的主要工具。 在需要完整教學、所有配置選項或搜尋摘要被截斷時，請於搜尋後使用 microsoft_docs_fetch。 以下類別存在於 learn.microsoft.com 之外。請改用指定工具。 Aspire 文件位於 aspire.dev，非 Learn。最佳工具取決於你的 Aspire CLI 版本： CLI 13.2+（推薦）— Aspire MCP 伺服器包含內建的文件搜尋工具： 這些功能隨 Aspire CLI 13.2 版本發布（PR #14028）。更新指令：aspire update --self --channel daily。 CLI 13.1 — MCP 伺服器提供整合查詢（list_integrations、get_integration_docs），但<strong>不提供</strong>文件搜尋。請使用 Context7 作為備用： VS Code 文件位於 code.visualstudio.com，非 Learn。 GitHub 文件位於 docs.github.com 與 cli.github.com。 Agent Framework 教學在 learn.microsoft.com（使用 microsoft_docs_search），但 GitHub 倉庫 提供的 API 細節往往比已發布文件更新 — 特別是 DevUI REST API 參考、CLI 選項及…

MicrosoftCopilot instructions

autogen

microsoft/autogen/.github/copilot-instructions.md

AutoGen is a multi-language framework for creating AI agents that can act autonomously or work alongside humans. The project has separate Python and .NET implementations with their own development workflows.

No other project uses it yet

MicrosoftAGENTS.md

playwright-mcp

microsoft/playwright-mcp/AGENTS.md

This repo ships the npm package @playwright/mcp. The MCP server itself is in microsoft/playwright, in packages/playwright-core/src/tools/: mcp/ has the server, its config and its command line options, and backend/ has the tools. - What this repo owns: cli.js and index.js, which run the server of the pinned playwright-core, the types, the README, the Dockerfile, and the tests of the packaged server. - What is a copy or an output: roll.js copies config.d.ts from packages/playwright-core/src/tools/mcp/config.d.ts, and npm run lint generates the…

MicrosoftSkill

update-deps

microsoft/graphrag/.agents/skills/update-deps/SKILL.md

Update this GraphRAG uv-workspace monorepo's dependencies and repair the resulting breakages so every check and test passes again. Use when asked to update, upgrade, or bump dependencies/packages/versions, refresh or regenerate the lockfile, migrate to a new major of pandas/numpy/pydantic/pyarrow, resolve dependency-related test or lint failures, or run a "dependency sweep" — even if the user only names a single package. Covers editing pyproject.toml version specifiers across the root dev-deps and every packages/* member, re-locking with uv, and fixing code and tests for library API changes (e.g. pandas 3.0). USE FOR: update dependencies, upgrade packages, bump versions, dependency sweep, uv lock, uv sync, refresh lockfile, migrate pandas/numpy, "deps broke the tests", pyproject bump.

MicrosoftCopilot instructions

WSL

microsoft/WSL/.github/copilot-instructions.md

ALWAYS reference these instructions first and fallback to search or bash commands only when you encounter unexpected information that does not match the info here. WSL is the Windows Subsystem for Linux - a compatibility layer for running Linux binary executables natively on Windows. This repository contains the core Windows components that enable WSL functionality. Use WIL (Windows Implementation Libraries) macros — never bare if (FAILED(hr)): - THROW_IF_FAILED(hr) — throw on HRESULT failure - THROW_HR_IF(hr, condition) — conditional throw -…

No other project uses it yet

MicrosoftAGENTS.md

vcpkg

microsoft/vcpkg/AGENTS.md

No summary in the file. Open it to read it.

MicrosoftCLAUDE.md

vcpkg

microsoft/vcpkg/CLAUDE.md

No summary in the file. Open it to read it.

MicrosoftSkill

analyze-ci-failures

microsoft/vcpkg/.github/skills/analyze-ci-failures/SKILL.md

Analyze collected vcpkg CI failure evidence, classify regressions and known failures, identify root causes, recommend actions, and generate a report by package and triplet.

MicrosoftSkill

code-review

microsoft/vcpkg/.github/skills/code-review/SKILL.md

Review microsoft/vcpkg pull requests in GitHub Copilot code review. Check port correctness, packaging, dependencies, licenses, and consumer integration; validate examples when the review time budget permits.

Often used withclose-spec·add-new-model·compare-screenshots

MicrosoftSkill

evaluate-new-port

microsoft/vcpkg/.github/skills/evaluate-new-port/SKILL.md

Audit a vcpkg port locally. Reads the port metadata and build recipe, installs the port, inspects extracted sources and installed files, and produces a report covering license risks, vendored code, optional dependencies, and other port review suggestions.

MicrosoftSkill

fetch-vcpkg-ci-logs

microsoft/vcpkg/.github/skills/fetch-vcpkg-ci-logs/SKILL.md

Fetch vcpkg Azure DevOps metadata, failed-step logs, and selected artifacts. Use for acquiring CI evidence, not diagnosing or reporting regressions; use analyze-ci-failures for those tasks. Skip when supplied logs are sufficient.

MicrosoftSkill

fix-reviewed-vcpkg-pr

microsoft/vcpkg/.github/skills/fix-reviewed-vcpkg-pr/SKILL.md

Address findings in an existing report produced by review-vcpkg-pr or review-vcpkg-prs-today, then push fixes for the user to submit to the contributor. Use only for follow-up fixes to those reviews, including batches. Do not use for generic bug fixes, issue resolution, or PRs without an existing review report. Never open a PR.

MicrosoftSkill

review-vcpkg-pr

microsoft/vcpkg/.github/skills/review-vcpkg-pr/SKILL.md

Review a microsoft/vcpkg pull request end-to-end.

MicrosoftAGENTS.md

winget-cli

microsoft/winget-cli/AGENTS.md

Follow .github/copilot-instructions.md for repository-specific development guidance. Before filing a GitHub issue in this repository: Before opening a pull request:

MicrosoftCopilot instructions

winget-cli

microsoft/winget-cli/.github/copilot-instructions.md

This is the Windows Package Manager (WinGet) CLI client - a native Windows application for discovering and installing packages. The codebase consists of: Use a configuration file in .config as in winget configure .config/configuration.winget (alternatives provided for other VS SKUs). Manual steps: Open src\AppInstallerCLI.sln in Visual Studio and build the solution (Ctrl+Shift+B) or use msbuild.exe to build from the command line. The solution uses: - MSBuild - vcpkg for C++ dependencies - NuGet for C++ and .NET dependencies CI uses…

No other project uses it yet

MicrosoftAGENTS.md

onnxruntime

microsoft/onnxruntime/AGENTS.md

This file contains repository-wide guidance for coding agents. See Extending Agent Coding Guidance when adding or updating guidance. Before implementing or reviewing changes, inspect .github/instructions/**/*.instructions.md and parse each file's applyTo scope. Apply every instruction whose scope matches any target or changed path. Unless explicitly stated otherwise, matching instructions apply to both implementation and review. Repository skills are available in .github/skills. Load each skill whose description matches the requested task, subsystem, or behavior. For code reviews, follow the /code-review skill in…

MicrosoftCopilot instructions

onnxruntime

microsoft/onnxruntime/.github/copilot-instructions.md

Read and follow AGENTS.md for repository-wide guidance, including codebase conventions, architecture, and coding standards.

No other project uses it yet

MicrosoftSkill

code-review

microsoft/onnxruntime/.github/skills/code-review/SKILL.md

Review ONNX Runtime pull requests, branches, commits, patches, and working-tree changes for actionable findings and missing tests.

Often used withclose-spec·add-new-model·compare-screenshots