project-walk-cycle-pipeline

To recover a walk-cycle spritesheet, this pipeline rebuilds raw animation strips into fixed-cell frames and applies identity consistency checks to prevent frame jitter, cropped feet, and accessory drift. It outputs reviewable character assets one direction at a time.

The best way to iterate on a walk-left animation strip is to generate one character, one animation, and one direction at a time. This controlled approach outputs a recovered spritesheet, a GIF preview, and a candidate-review file before moving to the next direction.

No, you cannot generate all directions at once. The pipeline produces one-direction character walk-cycle spritesheets individually, such as walk-left or walk-up, to ensure strict identity and accessory consistency across frames during narrow asset production.

The frame recovery process rebuilds raw generation strips into fixed-cell frames, creates GIF previews, and generates frame-review assets. It then indexes these candidates for visual review to prevent identity drift and ensure consistent character scale.

Character spritesheets have inconsistent accessories and scale due to broad, error-prone generation passes. This pipeline enforces strict identity and accessory consistency safeguards during fixed-cell recovery to prevent wrong accessory placement and scale drift.