3210 skills
Adapt a skill written for another AI assistant (Claude Code, Cursor, etc.) into a proper Amplifier SKILL.md. Use when the user wants to adapt a skill, port a skill, convert a skill to amplifier, translate a skill, or has a SKILL.md from another platform they want to bring into Amplifier.
Become the Highway Manager: drive many parallel /goal lanes continuously toward a defined outcome, refilling lanes on every wake so none sit idle. Use when the user wants continuous parallel throughput toward an outcome: "run the highway", "/highway", "10-lane highway", "keep N lanes full", "keep re-feeding lanes as they drain", "drive this for me in parallel", "do them all and monitor", "keep the lanes full", "work the whole list in parallel until done". NOT for a one-shot batch that launches once and drains together — use goal-batch. NOT for bounded edits that each end in their own PR — use
Compose and lint a /goal stop-condition from the current conversation, catching known termination-failure patterns before showing it to the user. Use when the user wants to turn the current task into a /goal loop, asks to "goalify this", wants a stop condition for autonomous work, says "write a goal condition", "make this a /goal", "turn this into a goal", or asks for help wording a condition for /goal.
Batch independent work into isolated /goal lanes — one worktree, branch, and tmux session each — get your approval, then verify and merge every lane yourself. Use when work decomposes into pieces that can run at the same time: "run these in parallel", "goal-batch", "launch lanes for these", "work these N tasks simultaneously", "batch these as goals". Nothing launches until you've seen the lane split and said go, and this is NOT fire-and-forget: the orchestrating session re-runs the full suite after every merge and never accepts a lane's own claim that it finished. NOT for bounded edits that ea
Explain, inspect, troubleshoot, and safely modify Amplifier CLI configuration — providers, settings scopes, bundles, routing, skills, and source overrides. Use when someone describes desired Amplifier CLI behavior and needs effective-value provenance, a safe change plan, implementation, or outcome-based verification.
Pre-PR self-review using the same criteria as the automated review-pr-opened GitHub Action. Catches stale mock patch targets, dead imports with noqa suppressors, fixture env-var leaks, and silent ineffective patches BEFORE they are flagged by CI. Run before pushing any branch to a PR on microsoft/amplifier-resolve. Triggers on: "review before push", "pre-PR check", "self-review before pushing", "catch issues before CI", "is this ready to push".
查詢官方 Microsoft 文件以尋找跨 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub 等的概念、教學和程式碼範例。預設使用 Microsoft Learn MCP，對於存在於 learn.microsoft.com 以外的內容則使用 Context7 和 Aspire MCP。
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` 來產生一個乾淨的起始筆記本。
查詢官方 Microsoft 文件以尋找跨 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub 等的概念、教學與程式範例。預設使用 Microsoft Learn MCP，對於存在於 learn.microsoft.com 以外的內容，則使用 Context7 與 Aspire MCP。
當使用者要求建立、搭建或編輯用於實驗、探索或教學的 Jupyter 筆記本 (`.ipynb`) 時使用；優先採用內建範本並執行輔助腳本 `new_notebook.py` 以產生一個乾淨的起始筆記本。
查詢官方 Microsoft 文件，以尋找有關 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub 等的概念、教學及程式碼範例。預設使用 Microsoft Learn MCP，對於存放在 learn.microsoft.com 以外的內容，則使用 Context7 與 Aspire MCP。
當使用者要求建立、搭建或編輯 Jupyter 筆記本（`.ipynb`）以進行實驗、探索或教學範例時使用；優先使用隨附的範本，並執行輔助腳本 `new_notebook.py` 來產生一個乾淨的起始筆記本。
查询官方 Microsoft 文档，以查找有关 Azure、.NET、Agent Framework、Aspire、VS Code、GitHub 等的概念、教程和代码示例。默认使用 Microsoft Learn MCP，对于存在于 learn.microsoft.com 之外的内容，则使用 Context7 和 Aspire MCP。
在用户请求为实验、探索或教程创建、搭建或编辑 Jupyter 笔记本（`.ipynb`）时使用；优先使用捆绑的模板并运行辅助脚本 `new_notebook.py` 来生成一个干净的起始笔记本。
Truy vấn tài liệu chính thức của Microsoft để tìm các khái niệm, hướng dẫn và ví dụ mã trên Azure, .NET, Agent Framework, Aspire, VS Code, GitHub và nhiều hơn nữa. Sử dụng Microsoft Learn MCP làm mặc định, với Context7 và Aspire MCP cho nội dung nằm ngoài learn.microsoft.com.
Sử dụng khi người dùng yêu cầu tạo, dựng khung (scaffold), hoặc chỉnh sửa các sổ tay Jupyter (`.ipynb`) cho các thí nghiệm, khám phá, hoặc hướng dẫn; ưu tiên các mẫu đi kèm và chạy script trợ giúp `new_notebook.py` để tạo một sổ tay khởi đầu sạch.
سرکاری Microsoft دستاویزات میں استفسار کریں تاکہ Azure، .NET، Agent Framework، Aspire، VS Code، GitHub، اور دیگر میں موجود تصورات، ٹیوٹوریلز، اور کوڈ کی مثالیں تلاش کی جا سکیں۔ ڈیفالٹ کے طور پر Microsoft Learn MCP استعمال کیا جاتا ہے، جبکہ learn.microsoft.com کے باہر موجود مواد کے لیے Context7 اور Aspire MCP استعمال ہوتے ہیں۔
استعمال کریں جب صارف تجربات، تحقیق، یا ٹیوٹوریلز کے لیے جیوپیٹر نوٹ بکس (`.ipynb`) بنانے، ڈھانچہ تیار کرنے، یا ایڈیٹ کرنے کو کہے؛ شامل ٹیمپلیٹس کو ترجیح دیں اور ایک صاف شروعاتی نوٹ بک تیار کرنے کے لیے مددگار اسکرپٹ `new_notebook.py` چلائیں۔
Запитуйте офіційну документацію Microsoft, щоб знаходити концепції, навчальні посібники та приклади коду щодо Azure, .NET, Agent Framework, Aspire, VS Code, GitHub та іншого. Використовує Microsoft Learn MCP за замовчуванням, а для вмісту, що знаходиться поза learn.microsoft.com, — Context7 та Aspire MCP.
Використовуйте, коли користувач просить створити, підготувати або редагувати Jupyter-ноутбуки (`.ipynb`) для експериментів, досліджень або підручників; надавайте перевагу вбудованим шаблонам і запустіть допоміжний скрипт `new_notebook.py`, щоб згенерувати чистий початковий ноутбук.
Resmi Microsoft belgelerini sorgulayarak Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ve daha fazlası genelinde kavramlar, öğreticiler ve kod örnekleri bulabilirsiniz. Varsayılan olarak Microsoft Learn MCP kullanılır; learn.microsoft.com dışında yer alan içerikler için Context7 ve Aspire MCP kullanılır.
Kullanıcı deneyler, keşifler veya öğreticiler için Jupyter not defterleri (`.ipynb`) oluşturmasını, iskeletini hazırlamasını veya düzenlemesini istediğinde kullanın; birlikte gelen şablonları tercih edin ve temiz bir başlangıç not defteri oluşturmak için yardımcı betik `new_notebook.py`'yi çalıştırın.
