Mag-query sa opisyal na dokumentasyon ng Microsoft upang hanapin ang

Search the GitHub issues database for documented known issues, root causes, and mitigations.

Migrates an MCP server with interactive widgets from the OpenAI Apps SDK (window.openai, text/html+skybridge) to the MCP Apps standard (@modelcontextprotocol/ext-apps), covering server-side and client-side changes.

Domain patterns for Azure cloud architecture — compute selection, managed services, identity (Entra ID), networking, data platform, messaging, deployment, cost management, and operational patterns. Use when designing or evaluating a system deployed on Microsoft Azure.

Object-oriented design principles as a lens for system architecture — SOLID, composition over inheritance, the actor model, design patterns (and when they're wrong), encapsulation, polymorphism, and responsibility-driven design. Use when evaluating code organization, module boundaries, or object/component relationships.

Domain patterns for enterprise integration — legacy modernization, strangler fig, anti-corruption layers, API gateways, canonical data models, event-carried state transfer, and failure modes. Use when designing or evaluating integration between existing enterprise systems, legacy modernization, or multi-system orchestration.

Build MCP (Model Context Protocol) clients to connect AI agents with external tools and data sources. Use when building integrations with MCP servers.

استعلام عن الوثائق الرسمية لشركة Microsoft للعثور على المفاهيم والدروس

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Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge

OWASP MCP Top 10 vulnerability knowledge base for identifying, assessing, and remediating security risks in Model Context Protocol environments - Brought to you by microsoft/hve-core.

Use when adding, removing, or changing any public API surface in this repo (method signatures, class members, interface members, enum values, constructor parameters, or serialization behavior). Guides a systematic backward-compatibility check before committing.

Implements tRPC-based communication between VS Code extension host and React webviews. Use when creating new webview procedures (queries, mutations, subscriptions), adding a new webview router, wiring up a webview controller, using the tRPC client from React components, applying telemetry middleware (trpcToTelemetry), or supporting AbortSignal-based cancellation in webview operations.

DataFactory.MCP project architecture, component layers, design patterns, and extension points. Use when working on any code in this repo.

Usar cuando el usuario solicita crear, estructurar o editar cuadernos

查询官方 Microsoft 文档，以查找有关 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub

Edit an existing Power Apps canvas app. USE WHEN the user wants to modify, update, change, or edit an existing Canvas App or pa.yaml files.

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Interroger la documentation officielle de Microsoft pour trouver des

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'Prepare npm packages for pre-release publishing. Supports two modes — pre-releasing already-published packages from the react release group, or adding private library packages to the release group for pre-release. Keywords: prerelease, pre-release, publish, npm, private, release group.'

Gebruik dit wanneer de gebruiker vraagt om Jupyter-notebooks (`.ipynb`)

À utiliser lorsque l'utilisateur demande de créer, structurer ou modifier

Publishing duroxide-python to PyPI. Use when releasing a new version, building platform wheels, or publishing to the Python Package Index.

Consultar a documentação oficial da Microsoft para encontrar conceitos,

'Automate React Native Windows integration with upstream React Native nightly versions. Use when: upgrading RNW to a newer React Native nightly, finding target nightly versions, preparing integration PRs, updating package dependencies.'

'Decision-driven installer for HVE-Core with 6 clone-based installation methods, extension quick-install, environment detection, and agent customization workflows - Brought to you by microsoft/hve-core'

'Start and interact with the Dataset Analysis Tool (dataviewer) for browsing, annotating, and exporting robotic training episodes'

This skill provides the agent with the knowledge and tools to write, build, and

Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like Live API, tools, multimedia generation, caching, and batch prediction.

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Capsem documentation site infrastructure and conventions. Use when writing, editing, or maintaining docs in the docs/ directory (docs.capsem.org), adding new doc pages, updating the sidebar, or working with Astro Starlight. Covers site structure, frontmatter, writing style, sidebar config, release pages, and dev workflow.

Initrd repack and guest binary management for Capsem. Use when adding new guest binaries, modifying capsem-init, changing the initrd repack process, or understanding which binaries get injected at boot vs baked into the rootfs. Covers the fast iteration loop, binary list, and how to add new guest binaries.

This skill provides the agent with the knowledge and tools to write, build, and

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This skill provides the agent with the knowledge and tools to write, build, and

Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and best practices for secure access.

Guidance for a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource.

Diagnose GitHub bug reports in openai/codex. Use when given a GitHub issue URL from openai/codex and asked to decide next steps such as verifying against the repo, requesting more info, or explaining why it is not a bug; follow any additional user-provided instructions.

Use when working with the OpenAI API (Responses API) or OpenAI platform features (tools, streaming, Realtime API, auth, models, rate limits, MCP) and you need authoritative, up-to-date documentation (schemas, examples, limits, edge cases). Prefer the OpenAI Developer Documentation MCP server tools when available; otherwise guide the user to enable `openaiDeveloperDocs`.

'Expert guidance for @vercel/ncc — a simple CLI for compiling Node.js modules into a single file with all dependencies included. Use when bundling serverless functions, CLI tools, or any Node.js project into a self-contained file.'

Authentication integration guidance — Clerk (native Vercel Marketplace), Descope, and Auth0 setup for Next.js applications. Covers middleware auth patterns, sign-in/sign-up flows, and Marketplace provisioning. Use when implementing user authentication.

Vercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP integration, streaming, embeddings, reranking, image generation, or working with any LLM provider.

Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.

shadcn/ui expert guidance — CLI, component installation, composition patterns, custom registries, theming, Tailwind CSS integration, and high-quality interface design. Use when initializing shadcn, adding components, composing product UI, building custom registries, configuring themes, or troubleshooting component issues.

Use CircleCI Chunk for AI-assisted CI/CD work through either the Chunk web UI or the chunk-cli. Trigger this skill when users ask to set up Chunk, troubleshoot or fix failing builds with Chunk, configure Chunk environments, schedule/proactively run Chunk tasks, or use chunk-cli commands such as init, validate, build-prompt, auth, sandbox, task, and skill install.

Vercel Chat SDK expert guidance. Use when building multi-platform chat bots — Slack, Telegram, Microsoft Teams, Discord, Google Chat, GitHub, Linear — with a single codebase. Covers the Chat class, adapters, threads, messages, cards, modals, streaming, state management, and webhook setup.

Stripe payments integration guidance — native Vercel Marketplace setup, checkout sessions, webhook handling, subscription billing, and the Stripe SDK. Use when implementing payments, subscriptions, or processing transactions.