# Factory Orchestration

> Master system orchestration, blueprint rendering, project scaffolding, multi-agent debates, and SDLC stage validators.

- Skill: `gitwalter/factory-orchestration` (Agent Skill)
- Install (CLI): `npx skillmds@latest add gitwalter/factory-orchestration`
- Raw SKILL.md: https://api.skillmd.com/api/skills/gitwalter/factory-orchestration/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: gitwalter (https://skillmd.com/u/gitwalter)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/gitwalter/factory-orchestration

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# Factory Orchestration & SDLC Automation

This skill covers the core factory orchestration services: rendering project blueprints, generating code from verified PRDs (PRD-to-Code bridge), conducting Multi-Agent Debates (MAD), and validating sequential SDLC phases.

## When to Use
Use this skill when initiating new project structures, running vertical slice code generators, triggering automated debates between specialised personas, or checking project milestones against phase verifiers.

## Prerequisites
- Conda environment initialized.
- Jinja2 templates directory available in `.agent/templates/`.

## Process

Follow these procedures to trigger the PRD bridge and verify SDLC phases.

### Triggering PRD-to-Code Scaffold
Run the automated bridge to bootstrap a new feature:
```bash
conda run -p D:\Anaconda\envs\cursor-factory python scripts/orchestration/prd_to_code_bridge.py --prd prd.md
```

### Running Phase Verifications
Ensure requirements are completely validated:
```bash
conda run -p D:\Anaconda\envs\cursor-factory python scripts/orchestration/verify_phase_2.py
```

## Best Practices
- **Phase Constraints**: Do not bypass phase verifications. The output of one phase is the required input for the next.
- **Architectural Gating**: Ensure major decisions route through the debate orchestrator before applying code changes.