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aiwg

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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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--- name: deploy-gen description: Generate deployment configurations (Docker, Kubernetes) for the current project args: <type> [--output <dir>] [--app-name <name>] [--port <port> --interactive --guidance "text"] --- # Deploy Generator Generate production-ready deployment configurations based on project analysis. ## Research Foundation **REF-001**: BP-8 - Containerized Deployment > "Production-grade agentic workflows require containerized deployment with proper isolation, resource management, and orchestration." ## Usage ```bash /deploy-gen docker [options] /deploy-gen k8s [options] /deploy-gen compose [options] ``` ## Arguments | Argument | Required | Description | |----------|----------|-------------| | type | Yes | Deployment type: docker, k8s, compose | ## Options | Option | Default | Description | |--------|---------|-------------| | --output | ./deploy/ | Output directory for generated files | | --app-name | (from package.json) | Application name | | --port | 3000 | Application port | | --multi-stage | true | Use multi-stage Dockerfile | | --health-check | true | Include health check endpoints | ## Process ### 1. Project Analysis Detect project characteristics: ``` Analyzing project... - Runtime: [node/python/go/java] - Package manager: [npm/yarn/pip/go mod] - Entry point: [detected or ask] - Dependencies: [count] - Build required: [yes/no] ``` ### 2. Template Selection Choose appropriate templates based on analysis: | Runtime | Template | |---------|----------| | Node.js | `templates/deploy/docker/node.Dockerfile` | | Python | `templates/deploy/docker/python.Dockerfile` | | Go | `templates/deploy/docker/go.Dockerfile` | ### 3. Configuration Generation Generate deployment files with project-specific values. ## Output: Docker ``` deploy/ ├── Dockerfile # Multi-stage build ├── .dockerignore # Exclude dev files └── docker-build.sh # Build helper script ``` ### Dockerfile Features - Multi-stage build (build production) - Non-root user - Health check - Proper signal handling - Layer caching optimization ## Output: Kubernetes ``` deploy/k8s/ ├── deployment.yaml # Pod specification ├── service.yaml # Service exposure ├── configmap.yaml # Environment configuration ├── hpa.yaml # Horizontal Pod Autoscaler └── kustomization.yaml # Kustomize base ``` ### Kubernetes Features - Resource limits and requests - Liveness and readiness probes - ConfigMap for environment - HPA for auto-scaling - Kustomize for environment overlays ## Output: Docker Compose ``` deploy/ ├── docker-compose.yml # Service definition ├── docker-compose.dev.yml # Development overrides └── .env.example # Environment template ``` ## Examples ```bash # Generate Dockerfile for Node.js project /deploy-gen docker # Generate full Kubernetes manifests /deploy-gen k8s --app-name my-api --port 8080 # Generate Docker Compose for local development /deploy-gen compose --output ./ # Generate all deployment types /deploy-gen docker && /deploy-gen k8s && /deploy-gen compose ``` ## Template Variables Templates use these variables: | Variable | Source | |----------|--------| | `{{APP_NAME}}` | --app-name or package.json | | `{{PORT}}` | --port option | | `{{NODE_VERSION}}` | .nvmrc or latest LTS | | `{{PYTHON_VERSION}}` | .python-version or 3.11 | | `{{ENTRY_POINT}}` | Detected from project | ## CLI Equivalent ```bash aiwg deploy-gen <type> [options] ``` ## Related Commands - `/project-health-check` - Analyze project before deployment - `/security-audit` - Security review before production - `/flow-deploy-to-production` - Full deployment workflow ## Success Metrics From Unified Plan: | Metric | Target | |--------|--------| | Zero to containerized | <2 minutes | | Generated configs | Production-ready | | Security baseline | Non-root, minimal image | Generate deployment for: $ARGUMENTS