Worldbuilding

Contribution

• Created the visual identity from scratch, systematically testing prompt structures across Midjourney v5–v7, Stable Diffusion, and Flux to establish a consistent character language and palette.
• Built a repeatable content pipeline linking stills, motion edits, and music — with structured quality checks at each stage to maintain style coherence across 1,000+ published works.
• Diagnosed output failures across model architectures (artifact detection, style drift, anatomical inconsistency) and documented effective prompt patterns for reuse.

Process

1. 01Developed core references, palette logic, and recurring world motifs as a creative toolchain for consistent output.
2. 02Prototyped key frames through comparative model evaluation, then validated with live audience response metrics.
3. 03Expanded top-performing directions into modular templates and prompt libraries for ongoing releases.