ZFORGE · SCENE COMPOSER · MMXXVI
PROSE → SCENE · MULTI-SKILL ORCHESTRATION

SCENE
COMPOSER

Describe a scene; an agent assembles it.

An agent reads your prose and assembles a scene from the rest of the AI tier — assets, lighting, repair, quad cleanup — into one USD scene. Output branches to digital UE5, physical 3D print, or latent HDR backdrop. The orchestration method is a patent-candidate invention — proprietary, architecture withheld pending filing.

PROSE PROMPT AGENTIC USD ASSEMBLY ▸ MULTI-MODAL OUTPUT

$49 · BETA · TIER III

Get on Gumroad See the pipeline Math & theory
§ 01 / 03 · PIPELINE

Prose in → assembled USD scene out

PROSE → SCENE · MULTI-SKILL ORCHESTRATION

Prose in, one assembled USD scene out, branching into the three modalities from the Hybrid 3D × AI workflow. The planning, dispatch, merge, and control-flow mechanism is proprietary — a patent-candidate invention withheld pending filing.

Architecture Withheld
The connective core — orchestration method removed from this build

How prose becomes a plan, how the skills are dispatched and their outputs merged into a single scene, and the gated control flow that recovers from failure are the crown-jewel invention of this tool. They are proprietary and withheld pending filing. What stays public: prose in one assembled USD scene out 3 output modalities.

Scene Composer pipeline
FIG. SC-01 · prose → assembled USD scene → 3 modalities · the agent that calls the rest of the AI tier · internal stages withheld pending filing
Scene Composer intent parser
FIG. SC-02 · intent parser · prose compiles to a typed assembly plan · vocabulary & bindings withheld pending filing
Scene Composer assembly engine loop
FIG. SC-03 · assembly engine loop · the closed agentic loop · control flow withheld pending filing
Hybrid 3D x AI master workflow
FIG. SC-04 · hybrid 3D × AI master workflow · concept → orchestrated USD → 3 modalities → recorded plate → feedback · the loop Scene Composer orchestrates end-to-end · method withheld pending filing
Assembled scene — bastion wall under siege
▸ assembled · bastion wall · prose intent → finished frame
Assembled scene — god-ray cathedral chamber
▸ assembled · god-ray chamber · radial sym · 75 mm kodachrome
FIG. SC-05 · orchestrated scenes · what comes out the other end of the assembly engine loop — prose intent in, finished frame out · pipeline detail withheld pending filing
§ 02 / 03 · STUDIO SCALE

Where this sits in the studio stack

HYBRID 3D × AI · INTEGRATED PIPELINE

This tool is one node in a larger workflow: a hybrid 3D × AI film pipeline where image-driven generation, virtual cinematography, and physical 3D-printed mini-bigatures all share one USD substrate. Scene Stager drives lighting and camera physics from reference images. Kitbash Conductor browses asset libraries by shape. Topo Doctor enforces interchange-grade meshes between every stage. HolyGrail produces clean quad topology from triangulated booleans. Scene Composer orchestrates them all from prose prompts.

(a) DIGITAL · UE5
Virtual cinematography stage

Sequencer · EXR · ProRes. UE5 Symmetry/PCG widgets. Tracked camera + 3D-stage match. RED-VRAPTOR 8K VV virtual cinematography.

(b) PHYSICAL · 3D PRINT
Mini-bigatures + LED stage

Same USD asset, printed at scale (1 uu = 1 cm). HDR dome / LED stage backdrop. Camera match. In-camera weight.

(c) LATENT · HDR BACKDROP
Custom LDM extension

Diffusion-extended infinity backdrops trained on the scene's motif corpus. Non-linear feedback loop into ideation.

Coalition Maana-class freighter in dry dock — generated reference frame
Reference · Maana freighter dry dock · 75 mm Kodachrome
EscherGate — recursive archway used as the hybrid pipeline test motif
EscherGate · hybrid-pipeline motif · master scene
▸ Forthcoming whitepaper
Hybrid 3D × AI Film Workflow

Sketch → photoreal → curate → custom LDM → image→3D → ZBrush sculpt → Maya retopo → USD interchange → UE5 assembly → variant generation → branch to digital / physical / latent. The eleven-step pipeline that ties every ZForge AI-tier tool together.

Read the workflow PDF →
§ 03 / 03

Get it

$49 · BETA · TIER III
Primary
Gumroad
Staged. Awaiting Gumroad UI step + GUMROAD_API_TOKEN push.
▸ DRAFT Gumroad store →
Free + Open
zforge-core
Same math substrate. MIT-licensed Python package.
▸ Live · pip install pypi →
DCC marketplace
Unreal · ArtStation
Planned MotionMacro pack + reference frames.
Coming soon Watch this space