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Deterministic Frame-Based Video Rendering

A workflow description for generating videos with Claude Opus 5.5 by treating each frame as a pure function of its index. It uses a fixed canvas, a windowless render engine, and ffmpeg encoding to ensure reproducibility without clock dependencies.

VideoAI PromptClaude Opus 5.5

The creative result

Reference prompt

An edited reference based on this example. Adapt it to your subject; the creator’s post is linked in the source panel.

Reference prompt
“Animate an X-ray-style butterfly using a fixed 1000×1080 canvas and frame-number-driven drawing. Build a 720-frame, 12-second loop in which draw(f) gives the same image whenever that frame is requested. Avoid clocks, timers, and unseeded randomness, and bake in the fonts. Render through a headless engine, then encode H.264 with ffmpeg and an explicit pixel aspect ratio. Run the smoke and defect checks, including script errors and text overlap, and compare frame 0 with frame 720 to check the loop seam.”

Karmi · Original post ↗

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