692 Claude Code skills tagged Aws. Browse all cloud platform-related skills in the open ClaudSkills registry — free to install, one-click via the desktop app.
Showing top 200 of 692 skills, ranked by quality score.
Read-only AWS account hygiene audit — security baseline, unused/orphaned resources, and cost optimization across all configured regions. Produces severity-ranked findings (CRITICAL
engineering
Revenue and costs tracker. AWS spend via aws ce, credits tracker, project revenue stages. Shows burn rate, runway estimate, credits expiring.
general
AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory, Identity,
engineering
AWS AI/ML services — Bedrock, SageMaker, Comprehend, Rekognition, Textract, Lex, Polly, Transcribe, Kendra, Q Developer
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Expert guidance for deploying and managing applications across AWS and Azure cloud platforms. Use when deploying to AWS, Azure, managing cloud infrastructure, or implementing multi
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AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infra — from cd
engineering
AWS CLI v2 patterns, profiles, SSO, JMESPath queries, pagination, waiters, and productivity aliases
engineering
AWS-specific infrastructure and services expertise for cloud operations and architecture
engineering
AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing CloudTra
engineering
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 en
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AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infra — from cd
engineering
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or — from en
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Expert-level AWS cloud architecture, services, security, cost optimization, and best practices
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Infrastructure as Code for AWS — CloudFormation, CDK (TypeScript/Python), Terraform, SAM, and Rain CLI
engineering
Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user
engineering
AWS security configuration scanning and hardening using Prowler, Security Hub, and AWS Config
security
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or — from pl
engineering
SST v4 (Ion) expert for managing AWS resources as code with the Pulumi-backed framework. Use when writing or editing sst.config.ts, building infra/ modules (sst.aws.Function/Bucket
engineering
Uploads promo videos and content to Cloudflare R2 or AWS S3. Use when the user wants to host promo content for social media or distribution.
engineering
Validate and analyze AWS CloudFormation templates for security and best practices
security
Harness Code repository workflows, triggers, PR pipelines, branch protection, and GitOps integration for AWS EKS deployments
engineering
AWS EKS deployment patterns via Harness CD - Native Helm, Kubernetes manifests, and GitOps strategies with rolling, canary, and blue-green deployments
engineering
Infrastructure as Code security scanning and policy enforcement for Terraform, CloudFormation, Kubernetes, and Pulumi
security
Run Checkmarx KICS for Infrastructure as Code security scanning. Use when analyzing Terraform, CloudFormation, Kubernetes, Ansible, Dockerfile, or other IaC for misconfigurations a
security
Local Kubernetes development with EKS parity using Kind, LocalStack for AWS services, and local Keycloak for authentication testing
engineering
Reference for LocalStack AWS service availability by tier (Free/Base/Ultimate). Essential for KECS development to understand which AWS-compatible services can be used locally witho
engineering
Reviews AWS cost optimization findings for accuracy, validates recommendations, and filters false positives using confidence-based scoring. Use after scanning to ensure high-qualit
general
Scan a source-code tree for hardcoded credentials embedded in source files: AWS access keys, GitHub tokens, Stripe keys, Slack tokens, Anthropic API keys, OpenAI keys, JWT signing
security
Skill for welding procedure development and qualification per AWS and ASME codes
general
Bootstrap an AWS EKS cluster optimized for Agentic AI workloads — Karpenter v1.2+ GPU node pools, EKS Auto Mode, Kubernetes 1.32+ with DRA 1.35 GA, VPC CNI, GPU Operator, and basel
engineering
개별 공격 기법의 실현 가능성을 빠르게 실험. 하네스 루프에서 특정 기법이 불확실할 때 사용. Use when testing a specific AWS attack technique, verifying if an exploit works, or exploring a new attack surface before addin
security
This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security
engineering
AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunct
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Deep-dive AWS architecture review, debugging, and service design. Use for structured investigations of AWS-specific issues, cost or IAM audits, and multi-service design reviews. Tr
engineering
Generate AWS WAF configurations with managed rule groups, custom rules, rate limiting, and bot control. Use when the user wants to protect web applications from common web exploits
engineering
Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. Gathers connection hints from user,
security
AWS Pricing과 Cost Explorer를 MCP로 조회하여 agent별 비용 귀속을 집계하고 예산 alert을 발행하며, 사용 패턴이 정당하면 Opus → Sonnet → Haiku 모델 다운그레이드를 권고한다. 월간 예산 ceiling을 초과할 것으로 예상되는 배포는 veto하여 autopilot-deploy의
general
Generate container-based release pipelines that build once and promote immutable artifacts through environments (dev → staging → prod). Detects your stack, interviews for infrastru
engineering
Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs. Triggers on: inventory the catalog, audit databases, lis
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Run the adr-archaeologist reducer subagent over the per-node enrichment sidecars + concepts.yaml + existing adrs/. Applies the 3-question wisdom test (per Nygard 2011 / adr.github.
engineering
Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snowflake, BigQuery, DynamoDB
engineering
Listmonk platform help — open-source self-hosted newsletter and mailing list manager with full REST API, multi-SMTP queues, transactional email, Go templates, and PostgreSQL backen
sales
Hardcoded-secret detection — AWS keys, GitHub PATs, Slack tokens, Stripe keys, generic high-entropy strings. Pre-commit (`--staged-only`), explicit paths, or full repo. Use when gu
security
Stream rows continuously into Apache Iceberg tables on S3 Tables (or standard Iceberg on a general purpose bucket) using Amazon Data Firehose with IcebergDestinationConfiguration.
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Terraform module design patterns, resource composition conventions, and project structure standards. Use when designing module structure, choosing resource composition patterns, or
engineering
Design the target AWS architecture — ECS Fargate / EKS / Serverless choice, VPC topology with public-private-isolated subnets, managed database selection (RDS/Aurora/DynamoDB), IAM
engineering
Generate subtitles (SRT/VTT) and plain text transcripts from video or audio files using AWS Transcribe. Use when creating captions, extracting spoken content, generating transcript
content
Assess legacy workloads before modernization — application dependency graph, database schema, traffic patterns, RTO/RPO, compliance constraints (ISMS-P/PCI-DSS), technical debt sco
engineering
Generate validated AWS architecture diagrams as draw.io XML using official AWS4 icon libraries. Use this skill whenever the user wants to create, generate, or design AWS architectu
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General entry point and quick reference for AWS Elastic Beanstalk operations. Routes to specialized skills for specific tasks. Use when user says "eb", "beanstalk", "elastic beanst
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AWS Smithy-based SDK generation for enterprise-grade APIs
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Implements email service using AWS SES for .NET APIs. Designed for applications with HTML template support, placeholder replacement, and Result pattern error handling.
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Configures 1Password CLI with direnv for fast, secure credential loading. Activates for: 1Password + direnv setup, slow secrets (>2 sec), .env.op files, op:// references, AWS crede
security
Deploy Abridge clinical AI integration to HIPAA-compliant cloud infrastructure. Use when deploying to GCP Cloud Run, AWS ECS, or Azure Container Apps with healthcare-grade secrets
engineering
Law-driven abstraction protocol: evidence first, seam test, minimal algebra, executable law check. — from majiayu000/claude-skill-registry
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Helps you triage a quarterly user access review from an Okta, Azure AD, AWS IAM, GitHub, or generic CSV/JSON export. For each row, recommends certify, revoke, manager confirm, or i
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AWS Controllers for Kubernetes (ACK) for Kubernetes-native AWS resource management. Use when managing AWS resources via kubectl, implementing GitOps for infrastructure, creating se
engineering
Adds AWS SDK and S3 file uploads module to the NestJS project. Installs packages, creates config, env validation, uploads module with service, and wires everything into app.module.
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为 OpenClaw 配置 code.newcli.com 作为模型源，包含四个 provider：newcli（Claude 主线路）、newcli-aws（Claude AWS 特价线路，消耗 1/24）、newcli-codex（GPT 系列）、newcli-gemini（Gemini 系列）。适用于需要接入 Claude 或 GPT 模型的场景。包含
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AWS conventions — 15-minute STS session ceiling, AFT-on-Control-Tower account bootstrap, EKS Pod Identity over IRSA, OIDC trust federated to STS with tight sub-claim scope, and env
engineering
Encrypted credential vault keyed off the agent's Alien Agent ID private key. Store, retrieve, list, and remove external-service credentials (GitHub PAT, Slack token, AWS keys, etc.
security
DNA 메틸화(DNAm) 데이터로부터 생물학적 나이(Biological Age)를 추정하는 Horvath 스타일 에피제네틱 시계(Epigenetic Clock)를 Python으로 구현·학습·평가·예측하는 전체 파이프라인. 사용자가 "노화 시계", "생물학적 나이 추정", "aging clock", "epigenetic c
engineering
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or sc — from ma
engineering
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. 이
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Use when the user wants Terraform HCL for Alibaba Cloud (Alicloud) infrastructure — new project or extending an existing one. Covers VPC, ECS, ApsaraDB RDS, OSS, SLB / ALB, Functio
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Expert AWS solution architecture for startups focusing on serverless, scalable, and cost-effective cloud infrastructure with modern DevOps practices and infrastructure-as — from ph
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Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lam
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Detect abnormal access patterns in AWS S3, GCS, and Azure Blob Storage by analyzing CloudTrail Data Events, GCS
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Create components using Angular CDK utilities including drag-drop, overlay, portal, scrolling, a11y, clipboard, and platform detection for ng-events project
engineering
Executes Ansible playbooks against dynamic inventories from AWS EC2 or Azure, decrypting Ansible Vault secrets via HashiCorp Vault KV v2 API. Streams task output in real time and p
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Instruments Anthropic API calls to log token usage, latency, and cost per request using the Anthropic TypeScript SDK. Wraps the anthropic.messages.create method to capture usage.in
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Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK dep — from en
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AWS API Gateway for REST and HTTP API management. Use when creating APIs, configuring integrations, setting up authorization, managing stages, implementing rate limiting — from its
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Api Gateway Config - Auto-activating skill for AWS Skills. Triggers on: api gateway config, api gateway config Part of the AWS Skills skill category.
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Configures API gateways for routing, authentication, rate limiting, and request transformation in microservice architectures. Use when setting up Kong, Nginx, AWS API Gateway, or T
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AWS API Gateway for REST and HTTP API management. Use when creating APIs, configuring integrations, setting up authorization, managing stages, implementing rate limiting — from its
engineering
Author, operate, and troubleshoot Argo Rollouts, the Kubernetes progressive delivery controller. Covers the Rollout CRD, canary and blue-green strategies, AnalysisTemplates with me
science
Orquestrador principal. Gera diagrama draw.io completo a partir de repos D365 + AWS + C#. Use quando o usuário pedir "gerar arquitetura", "/arquitetura-gerar", "montar diagrama da
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**WORKFLOW SKILL** — Deploy Aspire apps from AppHost models to Docker Compose, Kubernetes, Azure, or AWS. WHEN: \"deploy Aspire app\", \"publish Aspire artifacts\", \"deploy to Azu
engineering
Assume AWS IAM role for CloudFormation operations and set temporary credentials as environment variables. Use when working with CloudFormation stacks or when authentication setup i
security
Use when authenticating with AWS via Atmos. Covers ATMOS_PROFILE setup, SSO login, and how Atmos automatically assumes the correct identity per stack. Use for authentication setup,
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Use Cloudsplaining when an agent needs to flag privilege-escalation paths and overbroad IAM permissions before an AWS policy change reaches production.
engineering
Systematically audit AWS S3 bucket permissions to identify publicly accessible buckets, overly permissive ACLs,
security
Use when running, configuring, or troubleshooting the autonomous-dev-team dispatcher cron. Triggers on phrases like "run the dispatcher", "scan for pending issues", "dispatch auton
engineering
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 en
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Manage AWS accounts, organizations, IAM, and billing. Use when setting up AWS Organizations, managing IAM policies, controlling costs, or implementing multi-account strategies. Tri
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Expert AWS Cloud Advisor for architecture design, security review, and implementation guidance. Leverages AWS MCP tools for accurate, documentation-backed answers. Use when user as
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Build AI agents with AWS Bedrock AgentCore. Use when developing agents on AWS infrastructure, creating tool-use patterns, implementing agent orchestration, or integrating with Bedr
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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 pers
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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 en
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Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment
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Build Amazon Machine Images (AMIs) with Packer using the amazon-ebs builder. Use when creating custom AMIs for EC2 instances.
engineering
Deploys and hosts full-stack web applications on AWS Amplify with SSR support, CI/CD, and backend services. Use when deploying Next.js apps to AWS, setting up Amplify hosting, or c
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Comprehensive AWS API support with command validation and access to all services.
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Review AWS API and edge delivery posture across API Gateway, CloudFront, AWS WAF, Shield, ALB, custom domains, TLS policies, authentication, authorization, throttling, quotas, cach
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AWS API Gateway guidance. Use when designing, reviewing, or debugging REST APIs, HTTP APIs, routes, stages, authorizers, Lambda integrations, CORS, throttling, custom domains, or r
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Architecture AWS couvrant EC2, Lambda, S3, RDS, VPC, IAM et CloudFormation. Se déclenche avec "AWS", "Amazon Web Services", "Lambda", "EC2", "S3", "CloudFormation", "arch — from en
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Architect AWS infrastructure and application integrations with production-grade service selection, boundaries, rollout thinking, and verification. Use when the user asks for AWS ar
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Purpose: Standardize how stakpak designs and optimizes AWS architectures. Scope: Greenfield: design new infrastructure. Brownfield: analyze existing architectures and propose impro
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Proactively catch common AWS infrastructure mistakes before they happen. Use when creating or modifying AWS components — CloudFormation, CDK, Lambda, API Gateway, IAM, S3 — from en
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Expert knowledge for deploying, managing, and troubleshooting AWS Elastic Beanstalk applications with production best practices
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Review Amazon Bedrock agents, AgentCore, Guardrails, knowledge bases, action groups, memory, MCP/tool integrations, prompt-injection and prompt-leakage defenses, PII handling, encr
security
AWS Bedrock guidance. Use when evaluating or integrating foundation models, inference APIs, guardrails, knowledge bases, agents, retrieval workflows, model access, or AI applicatio
security
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, query
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AWS Cloud Development Kit infrastructure as code patterns and best practices for serverless, containers, and cloud-native applications
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AWS CDK infrastructure builder using TypeScript with L2/L3 constructs and Well-Architected patterns. Activate on: AWS CDK, CDK construct, CDK stack, CDK pipeline, AWS infrastructur
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AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infra — from cd
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AWS Cloud Development Kit (CDK) best practices, infrastructure as code patterns, and security compliance with CDK Nag.
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CDK L3 constructs, modular patterns, and refactoring safety. Use when creating reusable constructs, refactoring stacks, or reorganizing CDK code.
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AWS CDK Scaffolder is built around Amazon Web Services cloud APIs. The underlying ecosystem is represented by aws/aws-sdk-js-v3 (3,594+ GitHub stars). It gives an agent a more tech
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Assess AWS change impact using change sets, deployment blast radius, rollback readiness, dependency mapping, risk, go/no-go context, approval context, and stakeholder communication
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Review AWS CI/CD and release safety across CodePipeline, CodeBuild, CodeDeploy, GitHub Actions, GitLab, artifact provenance, deployment gates, approvals, tests, progressive deliver
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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 m
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Provides advanced AWS CLI patterns for managing EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, and CloudWatch. Generates bulk operation scripts, automates cross-service workflows, valid
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Comprehensive guide to AWS cloud architecture covering compute, storage, databases, networking, security, serverless, and cost optimization with production-ready patterns
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AWS cloud patterns for Lambda, ECS, S3, DynamoDB, and Infrastructure as Code with CDK/Terraform
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Comprehensive AWS cloud services skill covering S3, Lambda, DynamoDB, EC2, RDS, IAM, CloudFormation, and enterprise cloud architecture patterns with AWS SDK
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Author, validate, and troubleshoot AWS CloudFormation templates. Covers template authoring with secure defaults, pre-deployment validation (cfn-lint, cfn-guard, change sets), and r
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AWS CloudFormation patterns for Auto Scaling including EC2, ECS, and Lambda. Use when creating Auto Scaling groups, launch configurations, launch templates, scaling policies, lifec
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AWS CloudFormation patterns for Amazon Bedrock resources including agents, knowledge bases, data sources, guardrails, prompts, flows, and inference profiles. Use when creating Bedr
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AWS CloudFormation patterns for CloudFront distributions, origins (ALB, S3, Lambda@Edge, VPC Origins), CacheBehaviors, Functions, SecurityHeaders, parameters, Outputs and cross-sta
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AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability. Use when creating CloudWatch metrics, alarms, dashboards, log groups, l
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Monitors AWS CloudFormation stacks for configuration drift using the AWS SDK DetectStackDrift and DescribeStackResourceDrifts APIs. Generates remediation templates and integrates w
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AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams. Use when creating DynamoDB tables with CloudFormation, configuring primary keys, local/globa
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AWS CloudFormation patterns for EC2 instances, Security Groups, IAM roles, and load balancers. Use when creating EC2 instances, SPOT instances, Security Groups, IAM roles for EC2,
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AWS CloudFormation patterns for ECS clusters, services, and task definitions. Use when creating ECS infrastructure with CloudFormation, configuring container definitions, scaling p
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AWS CloudFormation patterns for Amazon ElastiCache. Use when creating ElastiCache clusters (Redis, Memcached), replication groups, parameter groups, subnet groups, and implementing
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AWS CloudFormation patterns for IAM users, roles, policies, and managed policies. Use when creating IAM resources with CloudFormation, implementing least privilege access, configur
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Provides AWS CloudFormation patterns for IAM roles, policies, managed policies, permission boundaries, and trust relationships. Use when modeling least-privilege access, cross-acco
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AWS CloudFormation patterns for Lambda functions, layers, event sources, and integrations. Use when creating Lambda functions with CloudFormation, configuring API Gateway, Step Fun
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AWS CloudFormation patterns for Amazon RDS databases. Use when creating RDS instances (MySQL, PostgreSQL, Aurora), DB clusters, multi-AZ deployments, parameter groups, su — from Ma
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AWS CloudFormation patterns for Amazon RDS databases. Use when creating RDS instances (MySQL, PostgreSQL, Aurora), DB clusters, multi-AZ deployments, parameter groups, su — from di
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AWS CloudFormation patterns for Amazon S3. Use when creating S3 buckets, policies, versioning, lifecycle rules, and implementing template structure with Parameters, Outputs, Mappin
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AWS CloudFormation patterns for infrastructure security, secrets management, encryption, and secure data handling. Use when creating secure CloudFormation templates with AWS Secret
security
Diagnoses failed AWS CloudFormation stack operations using the AWS CLI (aws cloudformation describe-stack-events) and cfn-lint validator. Traces resource creation failures, rollbac
engineering
Deploy ECS tasks and services with GitHub Actions CI/CD. Use for building Docker images, pushing to ECR, updating ECS task definitions, deploying ECS services, integrating with Clo
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AWS CloudFormation patterns for VPC infrastructure. Use when creating VPCs, Subnets, Route Tables, NAT Gateways, Internet Gateways, and implementing template structure with Paramet
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Distribute content globally using CloudFront with caching, security headers, WAF integration, and origin configuration. Use for low-latency content delivery.
engineering
Normalizes and enriches AWS CloudTrail JSON logs into OCSF (Open Cybersecurity Schema Framework) format. Maps eventSource/eventName pairs to MITRE ATT&CK technique IDs using the MI
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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
engineering
Creates and manages CloudWatch alarms using the AWS SDK for JavaScript v3 (@aws-sdk/client-cloudwatch). Configures metric math expressions, composite alarms, and SNS notification r
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Diagnoses firing AWS CloudWatch alarms by querying CloudWatch Metrics, alarm history, and related AWS Config resource snapshots via the AWS SDK. Correlates metric anomalies with re
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Generates structured incident runbooks from AWS CloudWatch alarm configurations using the CloudWatch DescribeAlarms API and AWS Systems Manager documents. Links alarms to remediati
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Automates incident response for AWS CloudWatch alarms using boto3, the CloudWatch GetMetricData API, and AWS Systems Manager runbook documents. Maps alarm states to diagnostic proc
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Triages AWS CloudWatch alarms using boto3 CloudWatch.describe_alarms, CloudWatch Logs Insights queries, and AWS X-Ray trace analysis via the xray-sdk. Correlates alarm triggers wit
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Triages AWS CloudWatch alarms using the CloudWatch DescribeAlarms API, GetMetricData for historical analysis, and CloudTrail LookupEvents for root cause correlation. Prioritizes al
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Triages AWS CloudWatch alarms by correlating alarm state changes with CloudTrail events and EC2 instance health using boto3. Classifies alarms by severity, identifies root cause ca
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Uses AWS CloudWatch SDK (boto3) to configure anomaly detection bands on metrics via PutAnomalyDetector API. Integrates with SNS for notifications and CloudWatch Synthetics for cana
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Investigates CloudWatch metric anomalies using the AWS SDK CloudWatch.getMetricData and Logs.filterLogEvents APIs. Correlates metric spikes with log patterns and deployment events
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Executes structured diagnostic runbooks when CloudWatch Anomaly Detection triggers alarms. Uses the AWS SDK CloudWatch client (GetMetricData, DescribeAlarms) to gather context and
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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
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Runs CloudWatch Logs Insights queries via AWS SDK for JavaScript v3. Analyzes Lambda cold starts, API Gateway latency, and ECS container logs. Generates anomaly detection alarms wi
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Builds CloudWatch Logs Insights queries and metric alarms using AWS SDK v3 (@aws-sdk/client-cloudwatch-logs, @aws-sdk/client-cloudwatch). Generates cross-account observability dash
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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
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Investigates anomalous patterns in AWS CloudWatch Logs using the CloudWatch Logs Insights API and CloudWatch Anomaly Detection. Correlates log spikes with deployment events via AWS
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Scans AWS CloudWatch Logs using the CloudWatch Logs Insights API and CloudWatch Anomaly Detection API. Identifies unusual error patterns, latency spikes, and log volume anomalies a
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Uses AWS SDK CloudWatchClient GetMetricData and CloudWatch Logs Insights StartQueryExecution to automate incident triage. Correlates alarms via DescribeAlarms with X-Ray trace segm
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Manages AWS CodePipeline stages and actions using AWS SDK for JavaScript (CodePipeline, CodeBuild, CodeDeploy APIs). Automates blue-green deployments and cross-account pipeline con
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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 integra
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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.
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Map AWS compliance evidence for audits across Security Hub controls, AWS Config rules/conformance packs, Audit Manager assessments, evidence folders, manual evidence, AWS Artifact
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Comprehensive guide to aws config. Master the concepts, implementation, best practices, and real-world applications of aws config in professional environments.
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Deploys and operates containerized workloads on ECS, Fargate, and ECR. Covers task definitions, Fargate services, ECR repository setup and lifecycle policies, ECS Exec debugging, s
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Review AWS cost anomalies using Cost Explorer, Cost Anomaly Detection, Budgets, usage spikes, commitments, and tagging gaps. Prefer this for proactive FinOps watch and non-destruct
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AWS cost optimization - EC2 Reserved Instances, Savings Plans, Spot, Lambda optimization, Cost Explorer, Trusted Advisor.
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AWS cost and expiration guardrails for this repo's backend stack. Use when configuring the monthly budget action, SNS topic, scheduler stop/terminate policy, free-plan expiration h
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Provides structured AWS cost optimization guidance using five pillars (right-sizing, elasticity, pricing models, storage optimization, monitoring) and twelve actionable best practi
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Review AWS cost optimization and FinOps posture across Cost Explorer, Budgets, Cost Optimization Hub, Compute Optimizer, Savings Plans, Reserved Instances, tagging, showback, idle
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Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
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Prepare AWS daily operations briefings using CloudWatch, Personal Health Dashboard, Trusted Advisor, cost signals, deployment timelines, incidents, risks, and action backlog. Prefe
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Review AWS backup and data protection implementation across AWS Backup, EBS/RDS/EFS/S3 recovery patterns, vaults, vault lock, retention, encryption, cross-account/cross-Region copy
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Deploys AWS infrastructure with research-first approach. Uses AWS MCP tools for documentation, regional availability, and resource management. ALWAYS searches AWS documentation bef
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Patch AWS deployment hotfix config, release parameters, manifest mistakes, environment drift, rollback blockers, and rollout blockers in-repo. Use for rapid non-destructive deploym
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AWS development best practices for Lambda, SAM, CDK, DynamoDB, IAM, and serverless architecture using Infrastructure as Code.
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Design, review, and improve AWS DevOps Agent-compatible skills, investigation workflows, learned skills, tool-use best practices, agent type targeting, frontmatter descriptions, re
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Generate AWS architecture diagrams from infrastructure JSON. Use when user asks to "generate diagram", "create AWS diagram", "visualize infrastructure", or "draw architecture".
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Discover AWS infrastructure and save to JSON. Use when user asks to "discover AWS", "explore AWS account", "scan AWS infrastructure", or "create infrastructure JSON".
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Use when designing and rehearsing AWS disaster-recovery and multi-region posture for a workload after the runtime and observability exist and reliability and operations have decide
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Creates professional AWS architecture diagrams in draw.io XML format (.drawio files) using official AWS Architecture Icons (aws4 library). Use when the user asks for AWS diagrams,
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Review Amazon DynamoDB data modeling and performance across access patterns, partition keys, sort keys, secondary indexes, GSI/LSI design, hot partitions, query versus scan behavio
engineering
Repo-specific EC2 backend deployment workflow. Use when bootstrapping the free-tier AWS stack, creating GitHub OIDC deploy roles, checking deploy guardrails, validating CI/CD confi
engineering
Review Amazon EC2 compute operations across instances, Auto Scaling groups, Launch Templates, AMIs, Systems Manager, Patch Manager, Session Manager, EBS volumes, snapshots, health
engineering
Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and auto-scaling. Use for virtual servers and managed infrastructure.
engineering
Review Amazon ECS and Fargate platform operations across services, task definitions, task roles, execution roles, capacity providers, load balancers, deployment circuit breakers, b
engineering
AWS ECS production health monitoring with CloudWatch log analysis — monitors ECS service health, ALB targets, SSL certificates, and provides deep CloudWatch log analysis for error
engineering
Correct AWS ECS and Fargate service definitions, task definition config, deployment parameters, health checks, environment settings, and rollout wiring in-repo. Use for non-destruc
engineering
Amazon Elastic Kubernetes Service (EKS) for running Kubernetes on AWS. Use for container orchestration, deploying applications, managing clusters, and Kubernetes workloads on AWS.
engineering
Review Amazon EKS Kubernetes platform operations across cluster access, IRSA, IAM roles for service accounts, pod identity, node groups, Karpenter, autoscaling, CNI/network policy,
engineering
Review AWS event-driven system design across EventBridge, event buses, Pipes, SQS, SNS, Step Functions, event schemas, filtering, cross-account routing, retries, DLQs, replay, idem
engineering
AWS 인증시험 기반 스킬 자율학습 파이프라인 v2.1. 시험 출제 → DKR-blind 응답 → 스킬체인 실행 → 이중 트랙 채점 → 반성 → regression 추적 → 인간 승인 루프. SAP-C02 인증 문제은행 지원.
engineering
Build Amazon Bedrock and serverless generative AI applications using Lambda, API Gateway, Step Functions, EventBridge, S3, DynamoDB, SQS, Guardrails, and IAM. Prefer this for serve
engineering
Review AWS infrastructure-as-code changes across CDK, CloudFormation, SAM, Terraform, Serverless Framework, generated templates, plans, stack updates, change sets, and drift. Use w
engineering
Edit AWS IaC files including CloudFormation, SAM, CDK config, and Terraform to patch defects, prepare change set review, or unblock rollout work. Prefer this for bounded repo chang
engineering
Review AWS IAM identity policies, trust policies, resource policies, permission boundaries, SCPs, session policies, role design, pass-role, federation, and Access Analyzer findings
engineering
AWS IAM 权限提升专项方法论。当已获取 AWS 凭据并需要提升权限、发现当前 IAM 用户/角色权限有限需要横向或纵向提权、或需要分析 IAM Policy 寻找提权路径时使用。覆盖 46 个 AWS 服务的提权技术，包括 PassRole 滥用、AssumeRole 链式提权、Lambda/EC2/ECS 计算服务提权、以及 NotAction 隐式
engineering
Uses boto3 and the AWS IAM Access Analyzer API to enumerate all roles, policies, and users, then flags permission combinations that could allow privilege escalation to Administrato
engineering
Chat-based AWS infrastructure assistance using AWS CLI and console context. Use for querying, auditing, and monitoring AWS resources (EC2, S3, IAM, Lambda, ECS/EKS, RDS, CloudWatch
engineering
AWS infrastructure as code with Terraform and CDK, including VPC design, EKS cluster setup, S3 bucket configuration, RDS databases, DynamoDB tables, Lambda functions, API Gateway,
engineering
Design and implement AWS infrastructure using IaC (CloudFormation, CDK, Terraform) with boto3 expertise and Well-Architected Framework guidance.
engineering
Expertise in evaluating AWS accounts for compliance — what checks are meaningful, which SCF controls they map to, and how to interpret aws CLI output.
engineering
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