refine-image

To refine image artifacts, you can use a guided PMPO refinement loop with domain-aware adapters that evaluate and enhance image quality. This process requires loading the domain adapter and executing the meta-controller to produce compliant outputs.

A domain-aware adapter is a configuration loaded from references/domain/image.md that tailors the refinement process to image-specific requirements. It ensures outputs align with design workflows for assets like thumbnails or banners.

Yes, you can enhance thumbnails and banners within design workflows by running the PMPO loop. The skill refines these image artifacts and outputs the improved assets to the dist/ directory while updating the asset manifest.

To start the PMPO loop for an image artifact, load the domain adapter from references/domain/image.md and run prompts/meta-controller.md. This executes the guided refinement process to generate compliant, high-quality outputs.

No, the image refinement process does not require external dependencies. It operates internally by loading the domain adapter from references/domain/image.md and executing the meta-controller prompt to manage the refinement loop.

The best way to update an asset pipeline after refining images is to output the refined assets directly to the dist/ directory. The refinement loop automatically updates the manifest to reflect the new asset versions.