aiox-master

Workflow creation across multiple agents requires a master orchestrator to coordinate tasks, enforce project constitution guardrails, and update manifests. This ensures all components align with declared dependency constraints and organizational standards during framework development.

Framework orchestration is the coordination of agents, tasks, and workflows end-to-end. You need it when building or modifying cross-domain framework components that require broad project fluency and alignment with declared artifacts rather than isolated specialist execution.

To start a new AIOX-based solution, activate the master orchestrator and request workflow creation based on current requirements and existing project artifacts. It generates the correct persona, applies command activation, and respects declared dependencies before running.

Modifying existing framework components while maintaining constitution guardrails is supported by updating team-level manifests through the orchestrator. It validates changes against the project constitution and dependency constraints to preserve organization-wide coordination.

Workflow orchestration explicitly works with declared project artifacts and dependency constraints. The orchestrator loads the prescribed persona source of truth, respects declared dependencies, and applies command activation before executing any non-specialized tasks.

Use a master orchestrator instead of a single specialist agent persona when you need broad framework fluency across agents, tasks, workflows, templates, and checklists. It coordinates cross-domain framework development that isolated specialist personas cannot manage.