animated-sprite-gen
Animated game sprite generation
A workflow for generating consistent animated sprite sheets using AI image models (GPT Image 1.5, Nano Banana 2, or similar). The key insight: generate full animation strips from a single anchor frame, not frame-by-frame.
Core workflow
1. Start from a shipped seed frame
Anchor the model to an actual production sprite, not a loose concept. This locks in palette, proportions, line weight, and shading direction.
2. Build a reference canvas
Don't send the raw sprite directly. Upscale with nearest-neighbor and place into a larger transparent canvas (1024x1024) with reserved frame slots.
# Upscale a 64x64 sprite to fit in a 1024x1024 edit canvas
# with reserved slots for animation frames
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