Cloud & Deploy Skills

Cloud infrastructure provisioning, serverless deployment, edge computing, and platform-as-a-service integrations. Deploy to any major cloud provider directly from CLI-JAW with a single natural-language command.

Overview

Cloud & Deploy skills transform CLI-JAW into a unified deployment control plane. Instead of memorizing CLI flags for each platform, describe what you want in plain language and the appropriate skill handles provider-specific configuration, build steps, and deployment orchestration.

Skill Catalog

Framework Detection

Cloud skills automatically detect your project framework and apply the optimal build configuration. Supported frameworks:

Cloudflare Ecosystem

Three dedicated skills cover the Cloudflare platform in depth. They bias toward retrieval from official Cloudflare docs over pre-trained knowledge.

cloudflare-deploy

The umbrella skill for all Cloudflare products. Handles Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code via Terraform or Pulumi.

# Deploy a Worker
"이 코드를 Cloudflare Worker로 배포해줘"

# Create a KV namespace and bind it
"KV 네임스페이스 만들고 Worker에 바인딩해줘"

# Set up R2 bucket with custom domain
"R2 버킷 생성하고 커스텀 도메인 연결해줘"

agents-sdk

Build AI agents that run on Cloudflare Workers with durable state, real-time WebSocket communication, and scheduled task execution.

# Create a stateful chat agent
"Cloudflare Agents SDK로 채팅 에이전트 만들어줘"

# Add WebSocket real-time support
"실시간 WebSocket 통신 추가해줘"

# Build an MCP server on Workers
"MCP 서버를 Workers에 만들어줘"

durable-objects

Stateful coordination for multiplayer, booking, rate limiting, and more. Covers RPC methods, SQLite storage, alarms, WebSockets, and Vitest testing.

# Create a multiplayer game room
"Durable Objects로 멀티플레이어 게임룸 만들어줘"

# Add SQLite storage to a DO
"DO에 SQLite 스토리지 추가해줘"

AWS Skills

The aws-skills module covers the most commonly used AWS services through natural-language commands.

# Create a Lambda function
"AWS Lambda 만들어줘, Node.js 20 런타임으로"

# Set up API Gateway + Lambda
"API Gateway로 REST API 만들고 Lambda에 연결해줘"

# Deploy to ECS with Fargate
"Docker 이미지 빌드해서 ECS Fargate에 배포해줘"

# Create S3 bucket with CloudFront CDN
"S3 정적 호스팅이랑 CloudFront 설정해줘"

Terraform

The terraform skill provides infrastructure-as-code across any cloud provider. It generates HCL, manages state, and handles the plan/apply lifecycle.

# Generate Terraform for a full-stack app
"Next.js 앱을 위한 Terraform 설정 만들어줘 — Vercel + PlanetScale"

# Plan and apply changes
"Terraform plan 돌려줘"
"변경사항 확인했으니 apply 해줘"

# Import existing resources
"기존 AWS 리소스 Terraform state로 import 해줘"

Platform-as-a-Service

Vercel, Netlify, and Render skills provide streamlined deployments for web applications with minimal configuration.

vercel-deploy

# Deploy with preview URL
"Vercel에 배포해줘"

# Set environment variables
"Vercel에 DATABASE_URL 환경변수 설정해줘"

# Promote preview to production
"프리뷰 배포를 프로덕션으로 올려줘"

netlify-deploy

# Deploy a static site
"Netlify에 빌드하고 배포해줘"

# Configure serverless functions
"Netlify Functions 추가해줘"

# Set up form handling
"Netlify Forms로 문의 폼 연결해줘"

render-deploy

# Deploy a web service
"Render에 Express 서버 배포해줘"

# Create a cron job
"Render에 매일 자정에 실행되는 크론잡 만들어줘"

# Set up a managed database
"Render PostgreSQL 데이터베이스 만들어줘"

MCP Builder

The mcp-builder skill creates Model Context Protocol servers that expose tools, resources, and prompts to any MCP-compatible client.

# Create an MCP server
"Notion API를 MCP 서버로 감싸줘"

# Add tools to an existing server
"MCP 서버에 검색 도구 추가해줘"

# Deploy MCP server to Workers
"MCP 서버를 Cloudflare Workers에 배포해줘"

Jupyter Notebook

The jupyter-notebook skill manages notebook execution, kernel lifecycle, and cell-level editing for data science and experimentation workflows.

# Execute a notebook
"이 노트북 전체 실행해줘"

# Add a cell and run it
"pandas로 CSV 로딩하는 셀 추가해줘"

# Convert notebook to HTML report
"노트북을 HTML 보고서로 변환해줘"

Configuration

Cloud skills use credentials from standard provider configuration. No additional CLI-JAW config is needed if you already have provider CLIs set up.

Common Patterns

Multi-stage deployment

Combine skills for complex workflows. CLI-JAW chains the steps automatically:

# Build, test, and deploy
"테스트 돌리고 통과하면 Vercel에 배포해줘"

# Multi-provider setup
"프론트엔드는 Cloudflare Pages, 백엔드는 AWS Lambda로 배포해줘"

Environment promotion

# Promote staging to production
"스테이징 확인했으니 프로덕션으로 승격해줘"

# Rollback
"이전 버전으로 롤백해줘"

Infrastructure + deploy in one flow

# Full-stack provisioning
"Terraform으로 인프라 구성하고 앱도 배포해줘"

Error Handling

Cloud skills provide structured error recovery:

• Auth failures — Detects expired tokens and prompts re-authentication with the correct provider CLI command.
• Build failures — Parses build logs, identifies the root cause, and suggests fixes before retrying.
• Quota limits — Reports which resource limit was hit and suggests cleanup or plan upgrade.
• Network timeouts — Automatic retry with exponential backoff for transient failures.