Build conversational AI agents using Vercel AI SDK + OpenRouter. Use when creating Next.js frontends with streaming UI, tool calling, and multi-provider support.
Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
draw.io Desktop CLI로 AWS VPC 기초 다이어그램을 `.drawio` XML로 만들고 PNG/SVG/PDF로 export한다. draw server나 MCP server를 사용하지 않고, macOS의 draw.io Desktop CLI와 AWS icon pack(mxgraph.aws4)을 사용한다.
Expert AWS solution architecture for startups focusing on serverless, scalable, and cost-effective cloud infrastructure with modern DevOps practices and infrastructure-as — from…
Migrate Angular SSR code from renderModuleFactory to renderModule. Use when server rendering still depends on the older factory-based API.
Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns.
Applies Azure cost guardrails to a deployment — verifies consumption-priced SKUs, scale-to-zero on Container Apps, SQL Serverless auto-pause, Log Analytics dailyQuotaGb cap,…
Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.
Use when verifying completed work before story sign-off — checks citation coverage, source UUID integrity, outcome quality, and repo health.
Use Cloudsplaining when an agent needs to flag privilege-escalation paths and overbroad IAM permissions before an AWS policy change reaches production.
Provision an AWS STS session for Claude to use against staging or prod, and reach the deployed environment's data plane from there.
Use when designing, reviewing, or hardening the AWS Organizations and account topology for a system after infrastructure-platform and security have decided the org structure and…
Manage AWS accounts, organizations, IAM, and billing. Use when setting up AWS Organizations, managing IAM policies, controlling costs, or implementing multi-account strategies.
Expert AWS Cloud Advisor for architecture design, security review, and implementation guidance. Leverages AWS MCP tools for accurate, documentation-backed answers.
Build AI agents with AWS Bedrock AgentCore. Use when developing agents on AWS infrastructure, creating tool-use patterns, implementing agent orchestration, or integrating with…
Deploy production LangGraph agents on AWS Bedrock AgentCore. Use for (1) multi-agent systems with orchestrator and specialist agent patterns, (2) building stateful agents with…
基于 AWS Bedrock AgentCore Runtime 与 LangGraph 的基础智能体构建助手(免费版). 覆盖单智能体 StateGraph 定义、工具路由(tools_condition)、容器化部署基础流程.
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore c — from…
Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment
Build Amazon Machine Images (AMIs) with Packer using the amazon-ebs builder. Use when creating custom AMIs for EC2 instances.
Deploys and hosts full-stack web applications on AWS Amplify with SSR support, CI/CD, and backend services.
Comprehensive AWS API support with command validation and access to all services.
Review AWS API and edge delivery posture across API Gateway, CloudFront, AWS WAF, Shield, ALB, custom domains, TLS policies, authentication, authorization, throttling, quotas,…
Architecture AWS couvrant EC2, Lambda, S3, RDS, VPC, IAM et CloudFormation. Se déclenche avec "AWS", "Amazon Web Services", "Lambda", "EC2", "S3", "CloudFormation", "arch — from…
Container-adapted AWS CLI authentication. Supports environment variable credentials, SSO login, IAM instance profiles, and interactive configure for headless environments.
Expert knowledge for deploying, managing, and troubleshooting AWS Elastic Beanstalk applications with production best practices
Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing,…
Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework. Applies when creating APIs, selecting Building Blocks (KVStore, DistributedTable,…
Assess AWS change impact using change sets, deployment blast radius, rollback readiness, dependency mapping, risk, go/no-go context, approval context, and stakeholder…
Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and CloudWatch logging for custom ML…
资深 AWS 云架构师助手,覆盖架构设计、服务选型、成本优化、安全加固、 性能调优与迁移部署全流程。遵循 Well-Architected Framework 原则, 提供 6Rs 迁移框架、零信任安全设计、FinOps 成本治理实践.
AWS 云架构师助手(免费版),提供基础架构设计、服务选型与只读资源查询. 覆盖 MVP 阶段技术栈推荐、常用 CLI 只读命令、基础成本陷阱识别. 不含安全加固深度诊断、6Rs 迁移框架、Performance 模式库、IaC 模板生成等 高级功能。如需完整能力请升级付费版. 适用于独立开发者快速搭建 AWS 原型与基础资源盘点.
AWS cloud patterns for Lambda, ECS, S3, DynamoDB, and Infrastructure as Code with CDK/Terraform
Comprehensive AWS cloud services skill covering S3, Lambda, DynamoDB, EC2, RDS, IAM, CloudFormation, and enterprise cloud architecture patterns with AWS SDK
Distribute content globally using CloudFront with caching, security headers, WAF integration, and origin configuration. Use for low-latency content delivery.
Normalizes and enriches AWS CloudTrail JSON logs into OCSF (Open Cybersecurity Schema Framework) format.
Retrieve and query AWS CloudWatch logs using the AWS CLI. Use when you need to fetch log groups, log streams, log events, or run CloudWatch Insights queries to find errors, filter…
Creates and manages CloudWatch alarms using the AWS SDK for JavaScript v3 (@aws-sdk/client-cloudwatch).
Diagnoses firing AWS CloudWatch alarms by querying CloudWatch Metrics, alarm history, and related AWS Config resource snapshots via the AWS SDK.
Automates incident response for AWS CloudWatch alarms using boto3, the CloudWatch GetMetricData API, and AWS Systems Manager runbook documents.
Triages AWS CloudWatch alarms using boto3 CloudWatch.describe_alarms, CloudWatch Logs Insights queries, and AWS X-Ray trace analysis via the xray-sdk.
Triages AWS CloudWatch alarms using the CloudWatch DescribeAlarms API, GetMetricData for historical analysis, and CloudTrail LookupEvents for root cause correlation.
Triages AWS CloudWatch alarms by correlating alarm state changes with CloudTrail events and EC2 instance health using boto3.
Uses AWS CloudWatch SDK (boto3) to configure anomaly detection bands on metrics via PutAnomalyDetector API.
Investigates CloudWatch metric anomalies using the AWS SDK CloudWatch.getMetricData and Logs.filterLogEvents APIs.
Executes structured diagnostic runbooks when CloudWatch Anomaly Detection triggers alarms. Uses the AWS SDK CloudWatch client (GetMetricData, DescribeAlarms) to gather context and…
Creates and manages AWS CloudWatch composite alarms using the CloudWatch PutCompositeAlarm API. Builds alarm rule expressions from existing metric alarms with AND/OR/NOT logic for…
Runs CloudWatch Logs Insights queries via AWS SDK for JavaScript v3. Analyzes Lambda cold starts, API Gateway latency, and ECS container logs.
Builds CloudWatch Logs Insights queries and metric alarms using AWS SDK v3 (@aws-sdk/client-cloudwatch-logs, @aws-sdk/client-cloudwatch).
Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric…
Analyzes AWS CloudWatch Logs using the CloudWatch Logs API and Logs Insights query syntax. Identifies error patterns, calculates error rates, and generates metric filters from log…
Investigates anomalous patterns in AWS CloudWatch Logs using the CloudWatch Logs Insights API and CloudWatch Anomaly Detection.
Scans AWS CloudWatch Logs using the CloudWatch Logs Insights API and CloudWatch Anomaly Detection API.
Uses AWS SDK CloudWatchClient GetMetricData and CloudWatch Logs Insights StartQueryExecution to automate incident triage.
Authors and debugs AWS CodePipeline + CodeBuild workflows — pipeline v1 vs v2 (triggers, variables), source providers via CodeStar Connections, artifact handoff, buildspec.yml…
Manages AWS CodePipeline stages and actions using AWS SDK for JavaScript (CodePipeline, CodeBuild, CodeDeploy APIs).
AWS Cognito guidance. Use when working with user pools, identity pools, login flows, tokens, hosted UI, federation, app clients, callback URLs, session behavior, or Cognito…
AWS 인프라 정보 수집 도구. ECS 상태·CloudWatch 로그·메트릭스를 가져온다. Use when: ECS 상태 확인, CloudWatch 오류 로그 조사, 메트릭스 조회, AWS 리소스 모니터링이 필요할 때.
Map AWS compliance evidence for audits across Security Hub controls, AWS Config rules/conformance packs, Audit Manager assessments, evidence folders, manual evidence, AWS Artifact…
Comprehensive guide to aws config. Master the concepts, implementation, best practices, and real-world applications of aws config in professional environments.