Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any other AWS work — deploying to SageMaker, creating resources, calling AWS APIs, or anything that touches an AWS account. Use it especially when the user has not specified a region or profile explicitly, when they say things like "use my AWS account", "deploy to AWS", "use my profile", or when about to make any AWS CLI or SDK call. Never guess the regi
huggingface/skillsنجوم المستودع 11k
الترخيص: Apache-2.0
المصادر والوثائق
skills/hf-cloud-aws-context-discovery/SKILL.md
Set up an isolated Python environment for SageMaker / AWS work, with the right Python version and current boto3. Use this skill whenever Python code will be executed for a SageMaker deployment, training job, or any AWS automation — including when about to run `pip install`, when about to invoke `boto3`, when creating or activating a virtualenv, or when the user asks to "set up the environment". Never use system Python and never `pip install` into it. Always isolate. This skill prevents the most
huggingface/skillsنجوم المستودع 11k
الترخيص: Apache-2.0
المصادر والوثائق
skills/hf-cloud-python-env-setup/SKILL.md
Plan and coordinate the deployment of a model to Amazon SageMaker AI. Use this skill whenever the user wants to deploy, host, serve, or expose a model on SageMaker or AWS — including phrases like "deploy a model", "host this LLM on AWS", "serve this embedding model", "deploy a reranker", "deploy a text-to-image / diffusion model", "host this for async inference", "create an endpoint", "serve my fine-tuned model", or any request that involves making a model available for inference on AWS. Use thi
huggingface/skillsنجوم المستودع 11k
الترخيص: Apache-2.0
المصادر والوثائق
skills/hf-cloud-sagemaker-deployment-planner/SKILL.md
Ensure a usable SageMaker execution role exists before deploying or training. Use this skill whenever about to create a SageMaker endpoint, model, training job, or any resource that requires an execution role. Use it especially when the user has not provided a role ARN explicitly, when scripts are about to call `iam:CreateRole`, or when an AccessDenied error mentions an IAM action. Never blindly call `iam:CreateRole` — always check for existing roles first. This skill prevents the most common Sa
huggingface/skillsنجوم المستودع 11k
الترخيص: Apache-2.0
المصادر والوثائق
skills/hf-cloud-sagemaker-iam-preflight/SKILL.md
Create a SageMaker endpoint (real-time, real-time scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by default. Use this skill whenever about to create a SageMaker endpoint, write deployment code that calls `create_endpoint`, or finalize a deployment after the image URI and IAM role are known. Provides deploy.py for real-time endpoints, deploy_ic.py for real-time endpoints that scale to zero instances via inference components, and deploy_async.py for async endpoin
huggingface/skillsنجوم المستودع 11k
الترخيص: Apache-2.0
المصادر والوثائق
skills/hf-cloud-sagemaker-production-defaults/SKILL.md
Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about to deploy a model to a SageMaker endpoint and an image URI needs to be chosen — including when the user says "deploy this LLM", "host this HuggingFace model", "serve this fine-tuned model", "deploy this embedding model", "host a reranker", "serve a sentence-transformers model", or when about to hardcode any container URI in deployment code. HuggingFace-curated Deep Lear
huggingface/skillsنجوم المستودع 11k
الترخيص: Apache-2.0
المصادر والوثائق
skills/hf-cloud-serving-image-selection/SKILL.md
Cloudflare's official cf CLI (beta) for the public Cloudflare API and Workers projects. Use for finding and running Cloudflare commands from the terminal — sign-in and profiles, cf cli search, cf schema, cf deploy/dev/build, resource commands for DNS, zones, D1, KV, and R2 — and for choosing between cf and Wrangler in a project.
cloudflare/skillsنجوم المستودع 3.2k
الترخيص: Apache-2.0
المصادر والوثائق
skills/cf-cli/SKILL.md
Design, configure, troubleshoot, or review Cloudflare One Zero Trust and SASE deployments. Use cloudflare-one-migrations for migration planning from other vendors.
cloudflare/skillsنجوم المستودع 3.2k
الترخيص: Apache-2.0
المصادر والوثائق
skills/cloudflare-one/SKILL.md
Build, debug, or review Cloudflare Workers invoked by the Forward action in Gateway HTTP policies, including the GatewayMiddleware entrypoint, Gateway types, context, and continuation.
cloudflare/skillsنجوم المستودع 3.2k
الترخيص: Apache-2.0
المصادر والوثائق
skills/gateway-workers/SKILL.md
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/agent-framework-azure-ai-py/SKILL.md
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI Runway", "airunway setup", "deploy model to AKS", "GPU inference on AKS", "KAITO setup on AKS", "run LLM on AKS", "vLLM on AKS", "set up model serving on AKS", "AI Runway controller".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/azure-skills/skills/airunway-aks-setup/SKILL.md
Analyze advanced AKS cost efficiency. WHEN: "AKS NAP readiness", "AKS bin packing", "AKS node scaling bottleneck", "AKS blocked scale-down", "AKS storage cost". DO NOT USE AS DIRECT ENTRY FOR: overall AKS cost assessments or rightsizing/VPA/CAS/Spot (azure-kubernetes); spend/anomalies/commitments (cost-analysis/cost-optimization); incidents (aks-troubleshooting).
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/aks-skills/skills/aks-cost-optimization/SKILL.md
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/azure-skills/skills/appinsights-instrumentation/SKILL.md
Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views, clicks, AJAX/fetch dependencies, exceptions, custom events, and browser-side GenAI agent traces correlated to backend OpenTelemetry traces. Covers SDK Loader Script and npm setup, framework extensions (React, React Native, Angular), Click Analytics, telemetry initializers, and OTel GenAI semantic conventions for agent/tool/model spans emi
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-typescript/skills/applicationinsights-web-ts/SKILL.md
Use Azure Advisor recommendations. WHEN: "show Advisor recommendations", "service retirements", "update recommendation status". DO NOT USE FOR: fixes or remediation (use azure-advisor-actionability).
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/azure-advisor/skills/azure-advisor/SKILL.md
Remediate Azure Advisor recommendations. WHEN: "fix Advisor recommendation".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/azure-advisor/skills/azure-advisor-actionability/SKILL.md
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/azure-skills/skills/azure-ai/SKILL.md
Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: "PersistentAgentsClient", "persistent agents", "agent threads", "agent runs", "streaming agents", "function calling agents .NET".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-dotnet/skills/azure-ai-agents-persistent-dotnet/SKILL.md
Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Triggers: "PersistentAgentsClient", "persistent agents java", "agent threads java", "agent runs java", "streaming agents java".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-java/skills/azure-ai-agents-persistent-java/SKILL.md
Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-java/skills/azure-ai-anomalydetector-java/SKILL.md
Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual content, and self-harm.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-java/skills/azure-ai-contentsafety-java/SKILL.md
Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. Triggers: "azure-ai-contentsafety", "ContentSafetyClient", "content moderation", "harmful content", "text analysis", "image analysis".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-contentsafety-py/SKILL.md
Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual content, or self-harm, or managing custom blocklists.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-typescript/skills/azure-ai-contentsafety-ts/SKILL.md
Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document extraction", "video analysis", "audio transcription".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-contentunderstanding-py/SKILL.md
Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice processing, receipt extraction, ID document analysis, and custom document models. Triggers: "Document Intelligence", "DocumentIntelligenceClient", "form recognizer", "invoice extraction", "receipt OCR", "document analysis .NET".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-dotnet/skills/azure-ai-document-intelligence-dotnet/SKILL.md
Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building custom document models.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-typescript/skills/azure-ai-document-intelligence-ts/SKILL.md
Azure AI Document Intelligence SDK for Java (com.azure:azure-ai-documentintelligence). Use for extracting text, tables, key-value pairs from documents, receipts, invoices, IDs, or building custom document models. Triggers: "document intelligence java", "form recognizer java", "extract text from PDF java", "OCR document java", "analyze invoice receipt java", "custom document model java", "document classification java".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-java/skills/azure-ai-formrecognizer-java/SKILL.md
Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze conversation intent and entities, building NLP features, or integrating language understanding into applications.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-language-conversations-py/SKILL.md
Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-ml-py/SKILL.md
Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants. Triggers: "Azure OpenAI", "AzureOpenAIClient", "ChatClient", "chat completions .NET", "GPT-4", "embeddings", "DALL-E", "Whisper", "OpenAI .NET".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-dotnet/skills/azure-ai-openai-dotnet/SKILL.md
Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. Use for AI Foundry project management, versioned agents, and orchestration. Triggers: "AI Projects", "AIProjectClient", "Foundry project", "versioned agents", "evaluations", "datasets", "connections", "deployments .NET".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-dotnet/skills/azure-ai-projects-dotnet/SKILL.md
Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. Triggers: "AIProjectClient java", "azure ai projects java", "Foundry project java", "ConnectionsClient", "DatasetsClient", "IndexesClient".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-java/skills/azure-ai-projects-java/SKILL.md
Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-projects-py/SKILL.md
Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluations, or getting OpenAI clients.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-typescript/skills/azure-ai-projects-ts/SKILL.md
Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text. Triggers: "text analytics", "sentiment analysis", "entity recognition", "key phrase", "PII detection", "TextAnalyticsClient".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-textanalytics-py/SKILL.md
Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. Triggers: "transcription", "speech to text", "Azure AI Transcription", "TranscriptionClient".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-transcription-py/SKILL.md
Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale. Triggers: "document translation", "batch translation", "translate documents", "DocumentTranslationClient".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-translation-document-py/SKILL.md
Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications. Triggers: "text translation", "translator", "translate text", "transliterate", "TextTranslationClient".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-translation-text-py/SKILL.md
Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliteration, language detection, or batch document translation.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-typescript/skills/azure-ai-translation-ts/SKILL.md
Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-java/skills/azure-ai-vision-imageanalysis-java/SKILL.md
Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks. Triggers: "image analysis", "computer vision", "OCR", "object detection", "ImageAnalysisClient", "image caption".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-vision-imageanalysis-py/SKILL.md
Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant .NET", "bidirectional audio", "speech-to-speech".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-dotnet/skills/azure-ai-voicelive-dotnet/SKILL.md
Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. Triggers: "VoiceLiveClient java", "voice assistant java", "real-time voice java", "audio streaming java", "voice activity detection java".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-java/skills/azure-ai-voicelive-java/SKILL.md
Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with Azure AI, including voice assistants, voice-enabled chatbots, real-time speech-to-speech translation, voice-driven avatars, or any WebSocket-based audio streaming with AI models. Supports Server VAD (Voice Activity Detection), turn-based conversation, function calling, MCP tools, avatar integration, a
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-python/skills/azure-ai-voicelive-py/SKILL.md
Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots in Node.js or browser environments. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant TypeScript", "bidirectional audio", "speech-to-speech JavaScript".
microsoft/skillsنجوم المستودع 3.2k
الترخيص: MIT
المصادر والوثائق
.github/plugins/azure-sdk-typescript/skills/azure-ai-voicelive-ts/SKILL.md
Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure OpenAI backend, add AI Foundry model, test AI gateway, LLM policies, configure AI backend, token metrics, AI cost control, convert API to MCP, import OpenAPI to gateway.
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/azure-skills/skills/azure-aigateway/SKILL.md
End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds infrastructure code, and deploys — tailored to your app, not a template. Handles moving existing apps to Azure without rewriting or with minimal changes. WHEN: bring your app to Azure, plan my app, cost to run, is my code ready to deploy, deploy my app to the cloud, deploy all my servi
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/azure-skills/skills/azure-app-onboard/SKILL.md
Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates build health, app completeness, dependencies and local services, stack compatibility, and deployment feasibility. Answers questions about what your app needs before it can be deployed — frameworks, dependencies, and configuration. Checks whether dependencies are compatible and identifies deployment blockers and unsupported frameworks. WHEN: "evaluate my repo", "is my app ready to deploy", "wh
microsoft/skillsنجوم المستودع 3.2k
الترخيص: ملف الترخيص بحاجة إلى التحقق
المصادر والوثائق
.github/plugins/azure-skills/skills/azure-app-onboard-prereq/SKILL.md