Fetches URLs and PDFs, then summarizes or returns clean Markdown. Use when asked to read, fetch, quote, cite, convert, or save a URL or PDF. Not for local text files already in the repo.

Finds root cause before any fix. Use when something errors, crashes, regresses, or used to work. Not for code review or new features.

让你的 AI 不敢摆烂。用大厂 PUA 话术穷尽一切方案。触发条件：(1) 任务失败 2+ 次或反复微调同一思路; (2) 即将说'我无法解决'、建议用户手动操作、未验证就归因环境; (3) 被动等待——不搜索、不读源码、只等指示; (4) 用户不满：'try harder'、'stop giving up'、'换个方法'、'为什么还不行'、'你再试试'、'你怎么又失败了'。适用于所有任务类型。首次失败或已知修复正在执行时不触发。

花叔Design——用HTML做高保真原型、幻灯片、动画、可视化与专家评审。任何新设计100%先出三个方向初稿给用户选（指定风格/品牌也不豁免），选定后才执行。触发词：做原型、PPT、幻灯片、动画、设计风格、评审、做个HTML页面、UI mockup、导出MP4/GIF、做个好看的。生产级Web App/需后端的系统不适用。

Connect to a remote streamable HTTP MCP service that exposes announcements and FAQ tools.

Use when the user wants to explain or visualize a codebase on a Miro board — produces a minimal, notation-correct set of architecture / structure / behavior diagrams (flowchart, UML class, UML sequence, ERD) plus a short companion document, grounded in real repo artifacts.

Use when the user wants to explain or visualize a codebase on a Miro board — produces a minimal, notation-correct set of architecture / structure / behavior diagrams (flowchart, UML class, UML sequence, ERD) plus a short companion document, grounded in real repo artifacts.

Update the CHANGELOG.md files of C# projects. Parameters: cs_root C# SDK repository root.

Translate the Azure SDK sample from python to C# and generate markdownn file for the sample. Parameters: <cs_root> C# SDK repository root; <python_root> python SDK repository root; <package_name> Package name: one of Azure.AI.Projects, Azure.AI.Projects.Agents or Azure.AI.Extensions.OpenAI; <sample_name> The name of sample file in Python SDK repository.

Build the matrix of all the samples throughout different frameworks.

Generate the code from typespec for C#. Parameter: C# SDK repository root location <cs_root>.

Generate a test given sample. Parameters: <cs_root> C# SDK repository root; <package_name> Package name: one of Azure.AI.Projects, Azure.AI.Projects.Agents or Azure.AI.Extensions.OpenAI; <sample_name> the sample to use as a starting point for the test.

Converts dates between formats and handles timezone differences

Validates that a proposed trip fits within the user's stated budget

**WORKFLOW SKILL** — Prepares Azure.ResourceManager SDK refresh pull requests in azure-sdk-for-net. WHEN: "prepare sdk refresh", "refresh Azure.ResourceManager package", "update ARM SDK from autorest tag", "refresh changelog dependencies". INVOKES: git and GitHub pull request tools for branch, commit, push, and PR creation. FOR SINGLE OPERATIONS: Use git or GitHub tools directly.

Generate new Azure.Provisioning.* libraries OR regenerate existing ones. Use when introducing a brand-new provisioning library, adding new resource types, enum values, or API versions.

Pre-commit validation checks for azure-sdk-for-net. Use this before committing or pushing changes to SDK packages. Runs dotnet format, exports public API listings, updates snippets, and regenerates code as needed.

Query and modify CODEOWNERS ownership, service labels, and package associations in Azure SDK repositories. **UTILITY SKILL**. FOR SINGLE OPERATIONS: view, add, or remove owners and labels. WHEN: "code owners", "view codeowners", "add package owner", "remove package owner", "add label", "remove label", "codeowners blocked PR", "who owns this package", "create service label", "update codeowners cache", "unblock release". INVOKES: azsdk_engsys_codeowner_view, azsdk_engsys_codeowner_add_package_owner, azsdk_engsys_codeowner_add_label_owner, azsdk_check_service_label, azsdk_create_service_label, azsdk_engsys_codeowner_update_cache, azsdk_engsys_codeowner_check_package.

Generate and run ad hoc performance benchmarks to validate code changes. Use this when asked to benchmark, profile, or validate the performance impact of a code change in dotnet/runtime.

How to author custom commands for the test-x-fern-global-parameters-extension CLI using the co-generated SDK.