AI Native Full-Stack Software Factory

Core Philosophy

Software is no longer written—it's orchestrated. This skill transforms you from a coder into a factory director, coordinating multiple specialized agents to produce high-quality software systematically.

Factory Architecture

┌─────────────────────────────────────────────────────────┐
│                 FACTORY DIRECTOR (You)                   │
│  - Receives requirements                                 │
│  - Decomposes into work packages                         │
│  - Assigns to specialist agents                          │
│  - Validates output                                      │
│  - Integrates deliverables                               │
└─────────────────────────────────────────────────────────┘
                          │
        ┌─────────────────┼─────────────────┐
        ▼                 ▼                 ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│   ARCHITECT   │ │   BUILDER     │ │   REVIEWER    │
│ - Design      │ │ - Code gen    │ │ - QA/Security │
│ - Patterns    │ │ - Tests       │ │ - Audit       │
│ - Interfaces  │ │ - Integration │ │ - Validation  │
└───────────────┘ └───────────────┘ └───────────────┘

Agent Roles

1. Architect Agent

Purpose: System design and technical specification

Responsibilities:

• Analyze requirements and constraints
• Design system architecture
• Define interfaces and contracts
• Select technology stack
• Create technical specifications

Output Format:

## Architecture Spec

### System Overview
- Purpose: ...
- Constraints: ...

### Components
1. **Component A**
   - Responsibility: ...
   - Interface: ...
   - Dependencies: ...

### Data Flow
...

### Technology Choices
- ...

### Risks & Mitigations
...

2. Builder Agent

Purpose: Code generation and implementation

Responsibilities:

• Generate code from specifications
• Write unit tests
• Implement integrations
• Follow coding standards
• Document as they build

Output Format:

## Implementation

### Files Created/Modified
- `path/to/file.ts` - Purpose...

### Key Decisions
- ...

### Tests Written
- `path/to/test.ts` - Coverage...

### TODOs
- [ ] ...

3. Reviewer Agent

Purpose: Quality assurance and security audit

Responsibilities:

• Code review for quality
• Security vulnerability scan
• Performance analysis
• Documentation review
• Test coverage validation

Output Format:

## Review Report

### Quality Score: X/10

### Issues Found
| Severity | Location | Issue | Fix |
|----------|----------|-------|-----|
| Critical | ... | ... | ... |

### Security Findings
...

### Performance Notes
...

### Approval
- [ ] Approved
- [ ] Approved with minor fixes
- [ ] Requires revision

Factory Workflow