Skill rating

Create and deploy serverless functions using AWS Lambda with event sources, permissions, layers, and environment configuration. Use for event-driven computing without managing servers.

Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid deployments, and federation.

Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.

Configure and deploy load balancers (HAProxy, AWS ELB/ALB/NLB) for distributing traffic, session management, and high availability.

When the user wants to plan product distribution via marketplaces, app stores, or third-party platforms. Also use when the user mentions "distribution channels," "marketplace listing," "app store list

Distribute content globally using CloudFront with caching, security headers, WAF integration, and origin configuration. Use for low-latency content delivery.

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.

Manage S3 buckets with versioning, encryption, access control, lifecycle policies, and replication. Use for object storage, static sites, and data lakes.

Diagnoses and resolves Amazon EFS issues including mount failures, NFS timeouts, permission errors, throughput problems, and burst credit exhaustion. Use when the user has an EFS file system that is n

Deploy and manage relational databases using RDS with Multi-AZ, read replicas, backups, and encryption. Use for PostgreSQL, MySQL, MariaDB, and Oracle.

Implement automated secrets rotation for API keys, credentials, certificates, and encryption keys. Use when managing secrets lifecycle, compliance requirements, or security hardening.

Generate Terraform HCL code following HashiCorp's official style conventions and best practices. Use when writing, reviewing, or generating Terraform configurations.

Neon + Vercel serverless Postgres for edge and serverless environments. Use for Cloudflare Workers, Vercel Edge, Next.js apps with HTTP/WebSocket connections, database branching (git-like), Drizzle/Pr

Provides AWS CDK TypeScript patterns for defining, validating, and deploying AWS infrastructure as code. Use when creating CDK apps, stacks, and reusable constructs, modeling serverless or VPC-based a

Guide for configuring Infisical Secret Syncs to push secrets from Infisical to third-party services. Covers 38+ sync destinations including AWS Secrets Manager, GCP Secret Manager, Azure Key Vault, Gi

Load this skill when a user asks how to run Pulumi programmatically, embed Pulumi in an application, orchestrate multiple stacks in code, build a self-service infrastructure portal, replace pulumi CLI

Load when the user is writing, reviewing, or debugging Pulumi TypeScript/Python programs; asks about Output<T> or apply() usage; wants to create ComponentResource classes; needs to refactor resources

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 model training and in

Deploys and operates containerized workloads on ECS, Fargate, and ECR. Covers task definitions, Fargate services, ECR repository setup and lifecycle policies, ECS Exec debugging, service scaling, depl

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web a

Build Amazon Machine Images (AMIs) with Packer using the amazon-ebs builder. Use when creating custom AMIs for EC2 instances.

Expert in AWS infrastructure setup including EC2, VPC, security groups, Application Load Balancers, Route53 DNS, and SSL/TLS certificates. Use this skill for AWS infrastructure configuration and deplo

Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). Covers auth (Cognito), data (AppSync/DynamoDB), storage (S3), functions, APIs, and AI (Amplify AI Kit wit

Build AI agents with Strands Agents SDK. Use when developing model-agnostic agents, implementing ReAct patterns, creating multi-agent systems, or building production agents on AWS. Triggers on Strands

Grafana Cloud private network connectivity — AWS PrivateLink, Azure Private Link, and GCP Private Service Connect. Send telemetry (metrics, logs, traces, profiles) to Grafana Cloud without traversing

Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patterns. Always use when writing CDK constructs, b

Verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limits, Organizations quirks, and SAML/MFA specifics. Use a

Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance

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 mentions aws-mcp, aw

Guidance for working with Pulumi ESC (Environments, Secrets, and Configuration). Use when users ask about managing secrets, configuration, environments, short-term credentials, configuring OIDC for AW

Use when building features that execute untrusted user code, AI-generated code, or need isolated code execution environments. Covers the @deno/sandbox SDK.

MinIO API for S3-compatible storage. Use when user mentions "MinIO", "S3 storage", "object storage", or self-hosted S3.

AWS CLI v2 for OpenClaw agents (repackaged official binary)

一个提供 AWS Black Belt 在线研讨会搜索功能的模型上下文协议（MCP）服务器，支持通过关键词搜索研讨会内容并获取研讨会视频的文字记录。

AWS CDK MCP Server是一个提供AWS Cloud Development Kit (CDK)最佳实践、基础设施即代码模式和CDK Nag安全合规性的工具，适用于开发者在构建AWS应用程序时获取指导和建议。

Build an executive-oriented deep-dive report for a major data/AI vendor conference — Snowflake Summit, Databricks Data+AI Summit, Microsoft Build, Google Cloud Next, AWS re:Invent. Ships three aligned

AWS AgentCore与LangGraph部署助手(云写操作需谨慎)。Multi-agent systems on AWS Bedrock AgentCore with LangGraph orchestration. Source: <。适用于多种工作场景,提供专业的能力支持。提供专业能力支持,覆盖多场景工作流,支持自动化处理。

Deploy OpenClaw securely on AWS with a single command. Creates VPC, EC2 (ARM64), Telegram channel, and configurable AI model (Bedrock, Gemini, or any provider) — SSM-only access, no SSH. Use when sett

Stop leaking secrets. Pre-commit hooks + 10-point scans + cron monitoring. Agent-ops security in one command. By The Agent Wire (theagentwire.ai)

AWS compliance evidence collection for auditclaw-grc. 15 read-only checks across S3, IAM, CloudTrail, VPC, KMS, EC2, RDS, Lambda, EBS, SQS, SNS, Secrets Manager, Config, GuardDuty, and Security Hub.

Deploy and serve LLM models on GPU. Compare GPU pricing. Launch vLLM on Modal, RunPod, Cerebrium, Cloud Run, Baseten, or Azure with spot instance fallback. OpenAI-compatible inference endpoint.

AWS development with infrastructure automation and cloud architecture patterns

Architect, deploy, and optimize AWS infrastructure avoiding cost explosions and security pitfalls.

Monitor AWS Health Dashboard for active incidents and notify via configurable channels (Feishu, Telegram, Slack, Discord, etc.). Activate when user wants to watch AWS service health, set up alerts for

云运维编排器为 AI Agent 包含以基础设施即代码（IaC）为核心的多云运维能力。它明确划分 Terraform（资源生命周期）与 Ansible（系统配置）的职责边界，覆盖。Use when 需要安全检测、合规审计、漏洞扫描、加密防护时使用。不适用于渗透测试未授权目标。适用于独立开发者、企业团队和自动化工作流场景。 功能涵盖: cloud, ops。 功能涵盖: orchestrator。

AWS Bedrock AgentCore与LangGraph多代理部署编排工具。提供StateGraph状态图编排、AgentCore Runtime HTTP封装（8080端口）、 Memory跨会话STM/LTM持久记忆、Gateway外部API/Lambda工具集成、CLI全生命周期管理五大核心能力. 适用于多代理协调的复杂业务系统、跨会话持久记忆代理、外部API集成到代理工具链、生产级A

Automate provisioning and management of AWS, GCP, and Azure infrastructure using Terraform, Ansib... 核心能力: - 效率工具领域的专业化AI辅助工具 - 基于高人气开源Skill深度优化升级 - 移除风险代码,增强安全性和稳定性 适用场景: - 工作流自动化、任务调度、批处理 - 独

cloud architect free工具。基础云架构设计技能,覆盖 AWS、Azure、GCP 三大云平台的服务选型、迁移策略框架与基础架构设计原则,适合单云架构设计入门与常见云架构咨询。Use when 需要设计创作、UI设计、海报制作、品牌视觉时使用。不适用于3D建模和动画制作。适用于独立开发者、企业团队和自动化工作流场景。

Manage container registries (Docker Hub, ECR, GCR) with image scanning, retention policies, and access control.

Optimize cloud storage across AWS S3, Azure Blob, and GCP Cloud Storage with compression, partitioning, lifecycle policies, and cost management.