- Microsoft Docsಅಧಿಕೃತ Microsoft ಡಾಕ್ಯುಮೆಂಟೇಶನ್ ಅನ್ನು ಪ್ರಶ್ನೆ ಮಾಡಿ Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ಮತ್ತು ಇತರೆ ಸಂಬಂಧಿತ ವಿಷಯಗಳ ಮೇಲೆ ತತ್ವಗಳು, ಟ್ಯುಟೋರಿಯಲ್ಗಳು ಮತ್ತು ಕೋಡ್ ಉದಾಹರಣೆಗಳನ್ನು ಕಂಡುಹಿಡಿಯಿರಿ. ಡೀಫಾಲ್ಟ್ವಾಗಿ Microsoft Learn MCP ಅನ್ನು ಬಳಸುತ್ತದೆ; learn.microsoft.com ಹೊರಗಿನ ವಿಷಯಗಳಿಗೆ Context7 ಮತ್ತು Aspire MCP ಅನ್ನು ಬಳಸಲಾಗುತ್ತದೆ.microsoft/ai-agents-for-beginners76,779
- Microsoft Docs공식 Microsoft 문서를 조회하여 Azure, .NET, Agent Framework, Aspire, VS Code, GitHub 등 다양한 분야의 개념, 튜토리얼 및 코드 예제를 찾습니다. 기본적으로 Microsoft Learn MCP를 사용하며, learn.microsoft.com 외부에 있는 콘텐츠에 대해서는 Context7 및 Aspire MCP를 사용합니다.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsIeškokite oficialioje Microsoft dokumentacijoje sąvokų, pamokų ir kodo pavyzdžių apie Azure, .NET, Agent Framework, Aspire, VS Code, GitHub ir dar daugiau. Naudoja Microsoft Learn MCP kaip numatytąjį, o Context7 ir Aspire MCP — turiniui, esantį už learn.microsoft.com ribų.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsMicrosoft-ന്റെ ഔദ്യോഗിക ഡോക്യുമെന്റേഷൻ അന്വേഷിച്ച് Azure, .NET, Agent Framework, Aspire, VS Code, GitHub എന്നിവ ഉൾപ്പെടെയുള്ള മേഖലയിലെ ആശയങ്ങൾ, ട്യൂട്ടോറിയലുകൾ, കോഡ് ഉദാഹരണങ്ങൾ എന്നിവ കണ്ടെത്തുക. ഡിഫോൾട്ട് ആയി Microsoft Learn MCP ഉപയോഗിക്കുന്നു; learn.microsoft.com-ന്റെ പുറത്തുള്ള ഉള്ളടക്കങ്ങൾക്ക് Context7യും Aspire MCPയും ഉപയോഗിക്കുന്നു.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsAzure, .NET, Agent Framework, Aspire, VS Code, GitHub आणि इतर यंत्रणांमधील संकल्पना, ट्यूटोरियल आणि कोड उदाहरणे शोधण्यासाठी अधिकृत Microsoft दस्तऐवजीकरण क्वेरी करा. डिफॉल्ट म्हणून Microsoft Learn MCP वापरते, तर learn.microsoft.com च्या बाहेरील सामग्रीसाठी Context7 आणि Aspire MCP वापरले जातात.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsKueri dokumentasi rasmi Microsoft untuk mencari konsep, tutorial, dan contoh kod merentas Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, dan banyak lagi. Menggunakan Microsoft Learn MCP sebagai lalai, dengan Context7 dan Aspire MCP untuk kandungan yang berada di luar learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsAzure, .NET, Agent Framework, Aspire, VS Code, GitHub နှင့် အခြားများအပါအဝင် တရားဝင် Microsoft အထောက်အထားများကို မေးမြန်း၍ အယူအဆများ၊ သင်ခန်းစာများနှင့် ကုဒ် ဥပမာများကို ရှာဖွေပါ။ Microsoft Learn MCP ကို ပုံမှန် အဖြစ် အသုံးပြု၍ learn.microsoft.com ပြင်ပတွင် တည်ရှိသော အကြောင်းအရာများအတွက် Context7 နှင့် Aspire MCP ကို အသုံးပြုသည်။microsoft/ai-agents-for-beginners76,779
- Microsoft Docsआधिकारिक Microsoft दस्तावेजहरूमा सोधपुछ गरेर Azure, .NET, Agent Framework, Aspire, VS Code, GitHub र अन्य थुप्रै क्षेत्रमा लाग्ने अवधारणाहरू, ट्युटोरियलहरू र कोड उदाहरणहरू फेला पार्नुहोस्। डिफल्ट रूपमा Microsoft Learn MCP प्रयोग गरिन्छ, र learn.microsoft.com बाहिर रहेका सामग्रीका लागि Context7 र Aspire MCP प्रयोग गरिन्छ।microsoft/ai-agents-for-beginners76,779
- Microsoft DocsDoorzoek de officiële Microsoft-documentatie om concepten, tutorials en codevoorbeelden te vinden voor Azure, .NET, Agent Framework, Aspire, VS Code, GitHub en meer. Gebruikt Microsoft Learn MCP als standaard, met Context7 en Aspire MCP voor inhoud die buiten learn.microsoft.com staat.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsSøk i offisiell Microsoft-dokumentasjon for å finne konsepter, veiledninger og kodeeksempler på tvers av Azure, .NET, Agent Framework, Aspire, VS Code, GitHub og mer. Bruker Microsoft Learn MCP som standard, med Context7 og Aspire MCP for innhold som ligger utenfor learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsNa to search official Microsoft documentation make you fit find concepts, tutorials, and code examples for Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and plenty more. E dey use Microsoft Learn MCP as the default, together with Context7 and Aspire MCP for content wey dey outside learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsPrzeszukaj oficjalną dokumentację Microsoft, aby znaleźć koncepcje, samouczki i przykłady kodu dotyczące Azure, .NET, Agent Framework, Aspire, VS Code, GitHub i innych. Domyślnie używa Microsoft Learn MCP, a dla treści znajdujących się poza learn.microsoft.com korzysta z Context7 i Aspire MCP.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsConsultar a documentação oficial da Microsoft para encontrar conceitos, tutoriais e exemplos de código sobre Azure, .NET, Agent Framework, Aspire, VS Code, GitHub e muito mais. Usa o Microsoft Learn MCP como padrão, com Context7 e Aspire MCP para conteúdo que esteja fora do learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsConsultar a documentação oficial da Microsoft para encontrar conceitos, tutoriais e exemplos de código sobre Azure, .NET, Agent Framework, Aspire, VS Code, GitHub e mais. Utiliza o Microsoft Learn MCP como predefinição, com o Context7 e o Aspire MCP para conteúdo que se encontra fora do learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsInteroghează documentația oficială Microsoft pentru a găsi concepte, tutoriale și exemple de cod pentru Azure, .NET, Agent Framework, Aspire, VS Code, GitHub și altele. Folosește Microsoft Learn MCP ca implicit, iar pentru conținutul care se află în afara learn.microsoft.com utilizează Context7 și Aspire MCP.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsЗапрашивайте официальную документацию Microsoft, чтобы находить концепции, учебники и примеры кода по Azure, .NET, Agent Framework, Aspire, VS Code, GitHub и другим. Используется Microsoft Learn MCP по умолчанию, а для контента, размещённого вне learn.microsoft.com, — Context7 и Aspire MCP.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsPrehľadávajte oficiálnu dokumentáciu Microsoftu, aby ste našli koncepty, návody a ukážky kódu naprieč Azure, .NET, Agent Framework, Aspire, VS Code, GitHub a ďalšími. Používa Microsoft Learn MCP ako predvolený zdroj, spolu s Context7 a Aspire MCP pre obsah, ktorý sa nachádza mimo learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsPoizvedujte v uradni Microsoftovi dokumentaciji, da poiščete koncepte, vodiče in primere kode za Azure, .NET, Agent Framework, Aspire, VS Code, GitHub in še več. Privzeto uporablja Microsoft Learn MCP, za vsebino, ki se nahaja zunaj learn.microsoft.com, pa Context7 in Aspire MCP.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsПретражите званичну Microsoft документацију да бисте пронашли концепте, туторијале и примере кода за Azure, .NET, Agent Framework, Aspire, VS Code, GitHub и још. Користи Microsoft Learn MCP као подразумевани, а за садржај који се налази ван learn.microsoft.com користи Context7 и Aspire MCP.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsFråga den officiella Microsoft-dokumentationen för att hitta koncept, handledningar och kodexempel inom Azure, .NET, Agent Framework, Aspire, VS Code, GitHub och mer. Använder Microsoft Learn MCP som standard, med Context7 och Aspire MCP för innehåll som finns utanför learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsFanya uchunguzi kwenye nyaraka rasmi za Microsoft ili upate dhana, mafunzo, na mifano ya msimbo katika Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, na zaidi. Inatumia Microsoft Learn MCP kama chaguo-msingi, na Context7 na Aspire MCP kwa maudhui yanayopatikana nje ya learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsAzure, .NET, Agent Framework, Aspire, VS Code, GitHub மற்றும் மேலும் பலவற்றை சார்ந்த கருத்துகள், பயிற்சிகள் மற்றும் குறியீட்டு எடுத்துக்காட்டுகளை கண்டறிய அதிகாரப்பூர்வ Microsoft ஆவணங்களை விசாரணை செய்க. இயல்புநிலையாக Microsoft Learn MCP-ஐ பயன்படுத்துகிறது; learn.microsoft.com-க்கு வெளியிலுள்ள உள்ளடக்கத்திற்காக Context7 மற்றும் Aspire MCP-ஐப் பயன்படுத்துகிறது.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsMicrosoft యొక్క అధికారిక డాక్యుమెంటేషన్ను పరిశీలించి Azure, .NET, Agent Framework, Aspire, VS Code, GitHub మరియు మరెన్నో అంశాలకు సంబంధించిన కాన్సెప్ట్స్, ట్యుటోరియల్స్ మరియు కోడ్ ఉదాహరణలను కనుగొనండి. డిఫాల్ట్గా Microsoft Learn MCP ను ఉపయోగిస్తుంది, learn.microsoft.com వెలుపల ఉన్న కంటెంట్ కోసం Context7 మరియు Aspire MCP ను ఉపయోగిస్తుంది.microsoft/ai-agents-for-beginners76,779
- Microsoft Docsค้นหาเอกสารอย่างเป็นทางการของ Microsoft เพื่อค้นหาแนวคิด บทแนะนำ และตัวอย่างโค้ดสำหรับ Azure, .NET, Agent Framework, Aspire, VS Code, GitHub และอื่นๆ ใช้ Microsoft Learn MCP เป็นค่าเริ่มต้น โดยใช้ Context7 และ Aspire MCP สำหรับเนื้อหาที่อยู่นอก learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsMag-query sa opisyal na dokumentasyon ng Microsoft upang hanapin ang mga konsepto, tutorial, at mga halimbawa ng code sa iba't ibang serbisyo tulad ng Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, at iba pa. Ginagamit ang Microsoft Learn MCP bilang default, kasama ang Context7 at Aspire MCP para sa nilalamang nasa labas ng learn.microsoft.com.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsResmi 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.microsoft/ai-agents-for-beginners76,779
- Microsoft DocsЗапитуйте 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.microsoft/ai-agents-for-beginners76,779
- Microsoft Docsسرکاری 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۔microsoft/ai-agents-for-beginners76,779
- Microsoft DocsTruy 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.microsoft/ai-agents-for-beginners76,779
- Microsoft Docs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。microsoft/ai-agents-for-beginners76,779
- Microsoft Docs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。microsoft/ai-agents-for-beginners76,779
- Microsoft Docs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。microsoft/ai-agents-for-beginners76,779
- Microsoft Docs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。microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesUse when asked to validate, test, smoke-test, or run the course's notebook and code samples against a live Microsoft Foundry / Azure OpenAI configuration. Covers environment setup (.env, az login, packages), the scripts/validate-notebooks.ps1 runner, interpreting PASS/FAIL results, and which lessons need extra resources (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesUse when asked to validate, test, smoke-test, or run the course's notebook and code samples against a live Microsoft Foundry / Azure OpenAI configuration. Covers environment setup (.env, az login, packages), the scripts/validate-notebooks.ps1 runner, interpreting PASS/FAIL results, and which lessons need extra resources (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesKoristite kada se zatraži validacija, testiranje, smoke-test ili pokretanje bilježnica i primjera koda tečaja protiv aktivne Microsoft Foundry / Azure OpenAI konfiguracije. Obuhvaća postavljanje okruženja (.env, az login, pakete), pokretač scripts/validate-notebooks.ps1, tumačenje PASS/FAIL rezultata i koje lekcije zahtijevaju dodatne resurse (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesGunakan apabila diminta untuk mengesahkan, menguji, ujian asap, atau menjalankan notebook kursus dan contoh kod terhadap konfigurasi Microsoft Foundry / Azure OpenAI yang langsung. Meliputi penyediaan persekitaran (.env, az login, pakej), pelari skrip/validate-notebooks.ps1, mentafsir keputusan LULUS/GAGAL, dan pelajaran mana yang memerlukan sumber tambahan (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesBrukes når du blir bedt om å validere, teste, røykteste eller kjøre kursets notatbok og kodeeksempler mot en aktiv Microsoft Foundry / Azure OpenAI-konfigurasjon. Dekker miljøoppsett (.env, az login, pakker), skriptet/validate-notebooks.ps1-kjøreren, tolkning av PASS/FAIL-resultater, og hvilke leksjoner som trenger ekstra ressurser (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesUse wen dem ask you to validate, test, smoke-test, or run di course notebook and code samples against live Microsoft Foundry / Azure OpenAI configuration. E cover environment setup (.env, az login, packages), di scripts/validate-notebooks.ps1 runner, how to understand PASS/FAIL results, and which lessons need extra resources (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesPoužite, keď sa vyžaduje overenie, testovanie, rýchle testovanie alebo spustenie poznámkového bloku kurzu a ukážok kódu proti živej konfigurácii Microsoft Foundry / Azure OpenAI. Pokrýva nastavenie prostredia (.env, az login, balíky), skript runner scripts/validate-notebooks.ps1, interpretáciu výsledkov PASS/FAIL a ktoré lekcie potrebujú ďalšie zdroje (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesTumia wakati unapoombwa kuthibitisha, kujaribu, kufanya mtihani wa haraka, au kuendesha daftari la kozi na mifano ya msimbo dhidi ya usanidi hai wa Microsoft Foundry / Azure OpenAI. Inajumuisha usanidi wa mazingira (.env, az login, vifurushi), mchezaji wa scripts/validate-notebooks.ps1, kutafsiri matokeo ya PASS/FAIL, na ni masomo yapi yanayohitaji rasilimali za ziada (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Testing Course SamplesGamitin kapag hiniling na i-validate, subukan, smoke-test, o patakbuhin ang notebook ng kurso at mga halimbawa ng code laban sa isang live na Microsoft Foundry / Azure OpenAI na configuration. Saklaw nito ang pag-setup ng kapaligiran (.env, az login, mga package), ang scripts/validate-notebooks.ps1 runner, ang pagpapakahulugan ng mga resulta na PASS/FAIL, at kung aling mga aralin ang nangangailangan ng karagdagang mga mapagkukunan (Azure AI Search, GitHub MCP, Foundry Local, Playwright).microsoft/ai-agents-for-beginners76,779
- Analyze Ci FailuresAnalyze collected vcpkg CI failure evidence, classify regressions and known failures, identify root causes, recommend actions, and generate a report by package and triplet. USE FOR: explicit requests for CI regression triage, a failure inventory, baseline classification, action recommendations, or a formal CI failure report. DO NOT USE FOR: fetching logs as the final output, targeted debugging of one failure, answering a one-off question about logs the user pasted or pointed at, general coding, microsoft/vcpkg27,513
- Code ReviewReview 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.microsoft/vcpkg27,513
- Evaluate New PortAudit 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.microsoft/vcpkg27,513
- Fetch Vcpkg Ci LogsFetch 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.microsoft/vcpkg27,513
- Fix Reviewed Vcpkg PrAddress 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.microsoft/vcpkg27,513
- Review Vcpkg PrReview a microsoft/vcpkg pull request end-to-end.microsoft/vcpkg27,513
- Review Vcpkg Prs TodayReview open non-draft microsoft/vcpkg pull requests updated in the last 30 days. Use when asked for batch triage, per-PR review reports, an index grouped by verdict, or grouping competing PRs that modify the same port.microsoft/vcpkg27,513
- Code ReviewReview ONNX Runtime pull requests, branches, commits, patches, and working-tree changes for actionable findings and missing tests.microsoft/onnxruntime22,033
- Contrib Op Shape Inference Memory SafetyAudit and fix out-of-range output writes in ONNX Runtime operator shape-inference functions. Use when reviewing or fixing a contrib (or standard) op TypeAndShapeInference where a getNumOutputs() guard precedes a write to a higher output index - optional trailing outputs make a smaller output count schema-valid, so getOutputType(index) can run one past the declared outputs at Graph::Resolve.microsoft/onnxruntime22,033
- Cuda Attention Kernel PatternsPatterns and pitfalls for the ONNX domain Attention operator (opset 23/24) CUDA implementation. Use when modifying the dispatch cascade in core/providers/cuda/llm/attention.cc, writing mask/bias CUDA kernels, debugging attention test routing, or adding features to the ONNX Attention op. NOT for contrib domain MultiHeadAttention/GroupQueryAttention.microsoft/onnxruntime22,033
- Cuda Cutlass Fmha Incremental RebuildUse when rebuilding ONNX Runtime CUDA after editing CUTLASS fused-MHA headers (onnxruntime/contrib_ops/cuda/bert/cutlass_fmha/*.h such as kernel_forward.h or fmha_launch_template.h), or when a header edit "passed" an incremental build but test behavior did not change. Explains the nvcc depfile gotcha that produces stale Memory-Efficient-Attention (MEA) kernels and binaries, and how to force a correct recompile. Also covers disk-space frugality on shared GPU dev boxes.microsoft/onnxruntime22,033
- Onnx Opset Bump ChecklistStep-by-step checklist for bumping the pinned ONNX dependency / opset in ONNX Runtime (e.g. ONNX 1.21 / opset 26 → 1.22 / opset 27). Use when integrating a new ONNX release or release-candidate, updating the cmake/deps.txt onnx pin or the cmake/external/onnx submodule, regenerating cmake/patches/onnx/onnx.patch, raising kMaxSupportedOpset, or adding a new opset's CPU kernels. Covers the file taxonomy, archive-hash procedures, patch rebase/mirror rules, the RC→formal strategy, and the optimizer/Emicrosoft/onnxruntime22,033
- Ort BuildBuild ONNX Runtime from source. Use this skill when asked to build, compile, or generate CMake files for ONNX Runtime.microsoft/onnxruntime22,033
- Ort CiTrigger, re-run, and unblock ONNX Runtime CI checks on a GitHub pull request. Use this skill when a required check is stuck, missing, failed, or needs re-running. Nearly all ORT CI runs as GitHub Actions workflows; only the "Linux Android Emulator QNN CI Pipeline" remains on Azure Pipelines, plus the bot-driven "license/cla" and "Python format" lint checks. Triggers on: rerun CI, retrigger checks, stuck check, missing pipeline, failed CI, license/cla, Python format failure, Doc Gen CI failure, omicrosoft/onnxruntime22,033
- Ort LintLint and format ONNX Runtime code. Use this skill when asked to lint, format, or check code style for C++ or Python files in ONNX Runtime.microsoft/onnxruntime22,033
- Ort Release NotesDraft ONNX Runtime release notes using preset configurations for full ORT or scoped component releases. Use when generating highlights with PR links, compiling human contributor acknowledgments from compile_contributors.py output, and applying preset path filtering.microsoft/onnxruntime22,033
- Ort TestRun ONNX Runtime tests. Use this skill when asked to run tests, debug test failures, or find and execute specific test cases in ONNX Runtime.microsoft/onnxruntime22,033
- Ort Transformers Gpu PytestRun the ONNX Runtime transformers Python tests (onnxruntime/test/python/transformers) against a GPU wheel, and confirm real cuDNN/flash SDPA dispatch. Use when a transformers pytest fails with ModuleNotFoundError onnxruntime.capi, when torch's bundled CUDA/cuDNN libs shadow the ORT-built ones (wrong-version dispatch or load errors), or when you must PROVE a test exercised the cuDNN SDPA decode tier instead of silently skipping/falling back to MATH.microsoft/onnxruntime22,033