Generation registry · 07 active strategies
Strategies
Each strategy is a reproducible experiment: a validated source contract, explicit selection behavior, exact provider input, and durable evidence. Open one to see what it changes—and what it deliberately keeps constant.
Shared contract
Every strategy crosses the same evidence boundary
object keys canonicalized · array order preserved
- 01
Recipe
Run-independent prompt template, reference policy, and versioned decision components.
- 02
Exact input
Rendered provider prompt, model settings, facts, output spec, and ordered references.
- 03
Execution
A distinct strategy run, attempt, variation, provider result, timing, and usage record.
- 04
Evidence
An immutable content-addressed manifest linked to every durable operation and output.
Active strategies
07Direct control
Baseline still
A one-image control that isolates the generator from classification and multi-view selection.
One retained still image, attached directly.
Inspect strategy3D capture control
Object Capture
Uses stable, coverage-ranked views retained from the Object Capture package without adding metric bounds to the prompt.
One to eight stable posed views selected from a retained USDZ capture.
Inspect strategy3D capture treatment
3D Capture + Measurements
Pairs the Object Capture views with retained model-local metric bounds to test whether explicit scale improves generation.
The active Object Capture views plus one retained metric measurement snapshot.
Inspect strategy3D scale treatment
3D Capture + Scale Grounding
Combines measured Object Capture bounds with a Gemini-selected familiar object and explicit camera-scale rules to test realistic product sizing.
The active Object Capture views, metric model bounds, and one retained Gemini comparison-object snapshot.
Inspect strategy3D multi-anchor treatment
3D Capture + Scale Triangulation
Triangulates measured product scale against three distinct Gemini-selected objects chosen independently for height, footprint, and volume.
The active Object Capture views, metric model bounds, and three retained standardized scale anchors.
Inspect strategy3D optical treatment
3D Capture + Optical Calibration
Turns the measured product bounds and output aspect ratio into deterministic full-frame camera geometry before generation.
The active Object Capture views, metric model bounds, and one code-calculated pinhole-camera snapshot.
Inspect strategy3D scene-geometry treatment
3D Capture + World-Space Layout
Builds an invisible millimeter scene around the measured product so support, clearance, negative space, and shadows share one physical scale.
The active Object Capture views, metric bounds, and a Gemini-planned layout resolved into millimeters by code.
Inspect strategy