Architectures

Plan-execute-verify loop in the XO command terminal and task queue.

Staff crews and parallel builder lanes dispatched from daily battle rhythm.

Branching evaluation across the four-engine stack before lane commit.

Perceive-reason-act cycle for operator workflows and neural-link status.

Generate-critique-refine loop on faith-forward calm and recovery content.

Reason-act-observe cycles in lab terminals and engine compare mode.

Multi-actor synthesis for cast-driven cinematic and visual storytelling.

Connector registry, MCP governance, and tool-routing across the OS fleet.

Episodic encode-retrieve over albums, rotor gallery, and storyboard frames.

Doctrine patterns refined through AAR harvest and prevention-rule loops.

Sandbox go/no-go harness before render and publish lanes fire.

Goal-to-surface routing across the unified JKRLZ sitemap and catalog.

Org world-model graph — divisions, staff agents, loops, and policies.

Simulate Hybrid C agentic routing before live Song-MV execution.

Meta-controller routes operator requests to division agents and live status.

Emergent grid ticks in Division Terminal and Figmacraft experiments.

Shared blackboard state for multi-agent handoffs and DCR queue sync.