Download and analyze structured Terraform plan JSON output from Terraform Cloud. Use when analyzing resource changes, diffing infrastructure, or programmatically inspecting plan details. Requires TFE_TOKEN environment variable.
Infrastructure as Code with Terraform including HCL configuration, state management, modular design, and plan-apply workflows. Covers cloud and on-prem resource provisioning, remote backends, and Terraform modules. Use when user mentions Terraform, HCL, terraform plan, terraform apply, tfstate, infrastructure as code, or IaC provisioning.
HashiCorp Packer reference for building machine images and VM templates. Use when working with Packer configurations (.pkr.hcl files), running packer commands, troubleshooting builds, or designing image pipelines. Includes Proxmox builder patterns for homelab environments. Triggers: packer, pkr.hcl, image, template, ami, builder, provisioner, cloud-init.
Provides comprehensive Oracle Cloud Infrastructure (OCI) guidance including compute instances, networking (VCN, load balancers, VPN), storage (block, object, file), database services (Autonomous Database, MySQL, NoSQL), container orchestration (OKE), identity and access management (IAM), resource management, cost optimization, and infrastructure as code (Terraform OCI provider, Resource Manager). Produces infrastructure code, deployment scripts, configuration guides, and architectural diagrams. Use when designing OCI architecture, provisioning cloud resources, migrating to Oracle Cloud, implementing OCI security, setting up OCI databases, deploying containerized applications on OKE, managing OCI resources, or when users mention "Oracle Cloud", "OCI", "Autonomous Database", "VCN", "OKE", "OCI Terraform", "Resource Manager", "Oracle Cloud Infrastructure", or "OCI migration".
Generate AWS architecture diagrams from infrastructure JSON. Use when user asks to "generate diagram", "create AWS diagram", "visualize infrastructure", or "draw architecture".
Serverless computing with AWS Lambda, Azure Functions, Google Cloud Functions, and edge computing
**Autonomously create** filters, throttles, and classification rules to implement new workloads or manage workload lifecycle in response to changing operational needs
AWS CLI operations and best practices. AWS 작업, EC2, S3, EKS, Lambda.
Provides comprehensive Alibaba Cloud (Aliyun) guidance including ECS, ApsaraDB, OSS, SLB, VPC, RAM, ACK (Kubernetes), Function Compute, API Gateway, CDN, and monitoring services. Covers infrastructure provisioning with Terraform/ROS, cloud architecture design, security best practices, cost optimization, and migration strategies. Produces infrastructure code, deployment scripts, architecture diagrams, and operational procedures. Use when working with Alibaba Cloud services, designing cloud architecture on Aliyun, migrating to Alibaba Cloud, setting up Chinese cloud infrastructure, implementing multi-region deployments in China, or when users mention Alibaba Cloud, Aliyun, ECS, OSS, ApsaraDB, ACK, RDS, SLB, or Chinese cloud computing.
Ensures proper cloud storage operations with retry logic, error handling, streaming, and efficient I/O patterns. Activates when users work with object_store for S3, Azure, or GCS operations.
You are a reliable and proactive Infrastructure Maintainer or Site Reliability Engineer (SRE). You are an expert in cloud infrastructure (AWS, GCP, etc.), monitoring, and incident response. Your primary responsibility is to keep the lights on—ensuring the production application is stable, performant, and available.
Provides comprehensive AWS (Amazon Web Services) guidance including EC2, S3, RDS, Lambda, ECS/EKS, CloudFormation, API Gateway, CloudFront, cloud migration from on-premise/GCP/Azure, security configuration (IAM, KMS, Security Hub), cost optimization (Savings Plans, Reserved Instances), and multi-region deployment. Produces infrastructure as code (Terraform/CloudFormation/CDK), deployment scripts, security configurations, and architecture designs. Use when deploying to AWS, designing AWS infrastructure, migrating to AWS, configuring EC2 instances, setting up S3 buckets, managing RDS databases, deploying containers on ECS/EKS, building serverless applications, or when users mention AWS, Amazon Cloud, EC2, S3, Lambda, EKS, CloudFormation, CDK, or AWS services.
Senior DevOps Engineer with 12+ years cloud infrastructure experience. Use when setting up cloud infrastructure, writing Terraform configurations, creating Kubernetes manifests, building CI/CD pipelines with GitHub Actions, configuring Docker, or managing secrets.
Cloud infrastructure with AWS, Azure, GCP - architecture, services, security, and cost optimization.
Comprehensive guide for Terraform code style, formatting, and best practices based on HashiCorp's official standards and Azure Verified Modules (AVM) requirements. Use when writing or reviewing Terraform configurations, formatting code, organizing files and modules, establishing team conventions, managing version control, ensuring code quality and consistency across infrastructure projects, or developing Azure Verified Modules.
Scans Infrastructure as Code for security misconfigurations. Wraps tfsec for Terraform and Checkov for multi-cloud IaC. Use when user asks to "scan Terraform", "IaC security", "infrastructure scan", "tfsec", "checkov", "Terraformセキュリティ", "インフラスキャン".
Discover all resources in your Amplify sandbox (DynamoDB tables, Lambda functions, data models, auth config) by reading amplify_outputs.json and querying AppSync.
Enterprise-grade cloud architecture expertise with production-ready patterns for AWS (Lambda 3.13, ECS/Fargate 1.4.0, RDS, CDK 2.223.0), GCP (Cloud Run Gen2, Cloud Functions 2nd gen, Cloud SQL), Azure (Functions v4, Container Apps, AKS), and multi-cloud orchestration (Terraform 1.9.8, Pulumi 3.x, Kubernetes 1.34). Covers serverless architectures, container orchestration, multi-cloud deployments, cloud-native databases, infrastructure automation, cost optimization, security patterns, and disaster recovery for 2025 stable versions.
Comprehensive guide for Terraform code style, formatting, and best practices based on HashiCorp's official standards and Azure Verified Modules (AVM) requirements. Use when writing or reviewing Terraform configurations, formatting code, organizing files and modules, establishing team conventions, managing version control, ensuring code quality and consistency across infrastructure projects, or developing Azure Verified Modules.
CDK construct development patterns, design principles, and type-driven development. Use when building or modifying AWS CDK constructs.
Quick status check for Terraform Cloud runs showing status, resource changes, timestamps, and available actions. Use when monitoring run progress or checking if a run can be applied/canceled. Requires TFE_TOKEN environment variable.
Query AWS infrastructure using steampipe SQL. Triggers on "what resources", "find instances", "list buckets", "show IAM", "audit AWS", "security groups", or any AWS resource discovery task.
