30s Narrative Arc
Three-act pacing compressed for short-form social cuts.
life module
Life Index
Fields outside the product surface that still shape the stack.
Cut Density Audit
Balancing retention spikes against viewer fatigue.
Sound Bridge Tests
Audio-led transitions for semantic continuity.
Timeline
2023
Began editing weekly visual notes.
2024
Built rhythm scoring sheet for cut pacing.
2025
Connected editing heuristics to UX transition design.