Visuals7 min read
How to Get Consistent Model-Assisted Image Generation Without Restarting Every Prompt
A practical system for keeping characters, props, mood, and composition stable across multiple image generations.
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Visuals
Keeping generated images and video consistent with the story: reference views, visual canon, and art direction that survives revision.
Visuals8 min read
How to Fix Generic Output With Better Taste, Better Inputs, and Better Systems
A practical guide for teams who want generated output to feel intentional, art-directed, and worth keeping.
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Visuals8 min read
Model-Assisted Video Continuity: How to Keep Characters, Props, and Shots Consistent Across Scenes
A practical guide for video teams who need visual continuity across generated shots, scenes, and revisions.
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Reference views pinned to canon.
AxiomStory tracks how characters look chapter by chapter and keeps approved views beside the wiki page, so Aria looks like Aria.