Reusable prompt templates for logic-native video generation.
Canonical prompt scaffolds for omni-model, instruction-based editing workflows. Each template includes stage-by-stage instructions and compiled output.
Instruction-based Remix: Fiber City
A canonical prompt scaffold demonstrating native multimodal understanding through iterative instruction-based editing. This template showcases how to transform a static scene into a dynamic, physiologically synchronized environment while preserving physical consistency across all edits. The three-stage approach (base → modify → refine) ensures the model maintains causal fidelity without resorting to pixel-level substitution.
Blackboard Derivation: Symbol Continuity
A comprehensive prompt scaffold for testing and validating symbol continuity, spatial anchoring, and logic-native layout planning in blackboard-style mathematical video generation. This four-stage template systematically evaluates the model's ability to maintain symbol identity across temporal occlusion events, plan spatial layout for multi-step derivations, and execute precise instruction following in symbolic manipulation tasks.
Character Consistency Across Takes
A robust template for maintaining character identity, clothing details, and anatomical proportions across multiple camera angles, temporal discontinuities, and action sequences. This four-stage scaffold systematically tests the model's capacity for identity preservation under challenging conditions: motion-induced deformation, camera angle transitions, and brief temporal gaps. Essential for validating character-grounded narrative video generation.
Conversational Editing: Multi-Turn State Preservation
A specialized template for testing the model's ability to maintain narrative state across multiple sequential editing turns in a conversational interaction. This four-turn scaffold validates cumulative state preservation, instruction-native context understanding, and the absence of regression to prior states during iterative refinement of the same video content.
Material Physics Benchmark: Fragility and Rigidity
A comparative physics benchmark template designed to systematically evaluate material-specific behavior under identical impact conditions. This three-scenario scaffold tests whether the model maintains accurate physical properties for glass (fragile/shattering), metal (rigid/elastic collision), and fabric (compliant/deformation). Critical for validating physics-native understanding of material properties in video generation.