/deploy-gen

namespace: aiwg
name: deploy-gen
platforms: [all]
description: Generate deployment configurations (Docker, Kubernetes) for the current project

<!-- AIWG-SKILL-CALLOUT --> > **Skill access pattern (post-kernel-pivot, 2026.5+)** > > Skill names referenced in this document are AIWG skills, **not slash commands**. Most are not kernel-listed and cannot be invoked as `/skill-name` by the platform. Reach them via: > > ```bash > aiwg discover "<capability>" > aiwg show skill <name> --body > ``` > > Only kernel-listed skills (`aiwg-doctor`, `aiwg-refresh`, `aiwg-status`, `aiwg-help`, `use`, `steward`) are directly invokable as slash commands. See [skill-discovery rule](../../../addons/aiwg-utils/rules/skill-discovery.md).

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

/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 | generated node.Dockerfile (use the Dockerfile example below) | | Python | generated python.Dockerfile (use the Dockerfile example below) | | Go | generated go.Dockerfile (use the Dockerfile example below) |

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

# 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

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

References

• @$AIWG_ROOT/agentic/code/addons/aiwg-utils/README.md — aiwg-utils addon overview
• @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/README.md — SDLC framework context for deployment workflows
• @$AIWG_ROOT/docs/cli-reference.md — CLI reference including deploy-related commands
• @$AIWG_ROOT/agentic/code/addons/aiwg-utils/rules/research-before-decision.md — Analyze project before generating configs