云服务

azure-functions

hainamchung

"Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js programming models. Use when: azure function, azure functions, durable functions, azure serverless, function app."

azure-ai-agents-python

hainamchung

Build AI agents using the Azure AI Agents Python SDK (azure-ai-agents). Use when creating agents hosted on Azure AI Foundry with tools (File Search, Code Interpreter, Bing Grounding, Azure AI Search, Function Calling, OpenAPI, MCP), managing threads and messages, implementing streaming responses, or working with vector stores. This is the low-level SDK - for higher-level abstractions, use the agent-framework skill instead.

aws-agentic-ai

hainamchung

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.

Azure Developer CLI (azd) Container Apps Deployment

hainamchung

azure-ai-voicelive

hainamchung

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, and transcription.

aws-cost-operations

hainamchung

This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.

aws-cdk-development

hainamchung

AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.

aws-serverless-eda

hainamchung

AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.

Agent Framework Azure Hosted Agents

hainamchung

descope-terraform

descope

Set up and manage Descope projects with Terraform. Use when configuring authentication infrastructure as code, managing environments, creating roles/permissions, setting up connectors, or deploying Descope project configurations.

iac-terraform

ahmedasmar

Infrastructure as Code with Terraform and Terragrunt. Use for creating, validating, troubleshooting, and managing Terraform configurations, modules, and state. Covers Terraform workflows, best practices, module development, state management, Terragrunt patterns, and common issue resolution.

azure-well-architected-framework

JosiahSiegel

"Comprehensive Azure Well-Architected Framework knowledge covering the five pillars: Reliability, Security, Cost Optimization, Operational Excellence, and Performance Efficiency. Provides design principles, best practices, and implementation guidance for building robust Azure solutions."

ado-pipeline-best-practices

JosiahSiegel

Azure DevOps pipeline best practices, patterns, and industry standards

ffmpeg-cloudflare-containers

JosiahSiegel

Complete Cloudflare Container FFmpeg system. PROACTIVELY activate for: (1) Cloudflare Containers setup, (2) Native FFmpeg at edge, (3) GPU-accelerated containers, (4) Durable Objects integration, (5) R2 storage for video files, (6) Container autoscaling, (7) Streaming large files, (8) Workers + Containers architecture, (9) Live streaming relay at edge, (10) Container vs Workers comparison. Provides: Dockerfile examples, Worker code, container configuration, GPU setup, R2 integration, production patterns. Ensures: Native FFmpeg performance at Cloudflare edge with full GPU support.

azure-emulators-2025

JosiahSiegel

Azure service emulators for local development including Azurite, Cosmos DB, and Event Hub Docker containers

azure-openai-2025

JosiahSiegel

Azure OpenAI Service 2025 models including GPT-5, GPT-4.1, reasoning models, and Azure AI Foundry integration

aks-automatic-2025

JosiahSiegel

Azure Kubernetes Service Automatic mode GA 2025 features including Karpenter, auto-scaling, and zero operational overhead

modern-automation-patterns

JosiahSiegel

Modern DevOps and CI/CD automation patterns with containers and cloud (2025)

defender-for-devops

JosiahSiegel

Microsoft Defender for DevOps integration with Azure Pipelines (2025)

sprint-254-features

JosiahSiegel

Azure DevOps Sprint 254-262 new features and enhancements (2025)

adf-master

JosiahSiegel

Comprehensive Azure Data Factory knowledge base with official documentation sources, CI/CD methods, deployment patterns, and troubleshooting resources

create-new-wiki-page

jim60105

Create a new Azure DevOps wiki page. Use when the user wants to add a new wiki page, write project documentation in Azure DevOps wiki format, or update wiki page structure with mermaid diagrams in Traditional Chinese.

netlify-cli

Takazudo

Use this skill when writing or debugging GitHub Actions workflows that deploy to Netlify using netlify-cli, or when running netlify dev / netlify functions:serve locally. This skill contains critical knowledge about common pitfalls and solutions for: (1) Monorepo 'Projects detected' errors, (2) pnpm workspace deployments, (3) Deploying pre-built directories, (4) Capturing deployment URLs, (5) Setting up GitHub secrets for Netlify, (6) netlify.toml inheritance issues with branch deploys, (7) Isolating sub-site deploys from main site config, (8) Local development with netlify dev including monorepo --filter flag, pnpm 10.x trust store errors, CLI crash workarounds, and running functions separately. Keywords: netlify deploy, github actions netlify, netlify-cli, monorepo deploy, pnpm workspace netlify, netlify dev, netlify functions serve, local development.

gitops-principles-skill

julianobarbosa

Comprehensive GitOps methodology and principles skill for cloud-native operations. Use when (1) Designing GitOps architecture for Kubernetes deployments, (2) Implementing declarative infrastructure with Git as single source of truth, (3) Setting up continuous deployment pipelines with ArgoCD/Flux/Kargo, (4) Establishing branching strategies and repository structures, (5) Troubleshooting drift, sync failures, or reconciliation issues, (6) Evaluating GitOps tooling decisions, (7) Teaching or explaining GitOps concepts and best practices, (8) Deploying ArgoCD on Azure Arc-enabled Kubernetes or AKS with workload identity. Covers the 4 pillars of GitOps (OpenGitOps), patterns, anti-patterns, tooling ecosystem, Azure Arc integration, and operational guidance.