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Get Started Free →Plan, create, integrate, or audit a hybrid asset pipeline for a Three.js or web game. Use when choosing among imported meshes, procedural 3D geometry, AI-generated reference art, 2D UI media, sprites, VFX, and performance-ready runtime asset delivery.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | -7% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -11% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 101% | 0% |
Choose the asset representation that best serves gameplay, readability, iteration speed, and runtime budget. Do not force every reference image through image-to-3D reconstruction.
| Need | Preferred representation | | --- | --- | | Hero character or complex authored animation | Imported rigged mesh, with verified license and scale | | Weapon, relic, pickup, creature variant, architecture, or interaction prop | Procedural Three.js geometry when controllable silhouette, sockets, collision, or code-driven variants matter | | Concept, class portrait, inventory icon, cursor, backdrop, or menu treatment | Generated or authored 2D image/video used directly as UI media | | Level mood, composition, or spacing reference | Concept image used as visual guidance; author the actual playable level separately | | Reference image whose visible form itself must become a code model | Use img2threejs with its quality gates and state the result is a reconstruction, not extracted geometry |
Generate a compact reference set: hero view, silhouette/side view when geometry matters, palette/material close-up, and usage context. Define camera distance, scale, pivot, collision, attachment sockets, animation needs, and budget before implementation. A single image cannot establish hidden geometry; request more views or select deliberate stylization.
Check the real camera distance, lighting, readability, collision/contact, animation, mobile viewport, and performance. Measure representative draw calls, triangles, texture count, and frame time. Keep visuals original: use references for visual grammar, then create new identity, geometry, and media.
Track whether each runtime asset is imported, procedural, generated 2D, or reference-only, together with source/license and generation input where applicable. Do not claim an image-to-model pipeline unless source and runtime code actually demonstrate one.
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