photo-editor

To resize and crop images for thumbnails while preserving aspect ratio, you can apply deterministic editing operations that create exact dimensions for platform-specific layouts. The skill supports intentional stretching when needed and outputs platform-ready files.

Converting photos to WebP format and optimizing them for web use involves save-time optimization and format conversion. The skill supports JPEG, PNG, WebP, and AVIF outputs, applying compression to reduce file size while enhancing visual quality.

Yes, you can use Pillow or Node sharp for batch image optimization pipelines. The skill allows you to choose between these toolchains to handle different workloads, running deterministic edits like filtering and compositing across multiple images.

Incorrect photo rotation occurs when EXIF orientation metadata is not applied during display. Fixing EXIF orientation requires reading the metadata and transforming the image accordingly, a process this skill handles automatically during the editing workflow.

The best way to add a semi-transparent watermark to existing images is through compositing operations. The skill supports practical editing workflows like adding text and semi-transparent watermarks directly into the image layer during processing.

To adjust brightness, contrast, and sharpness to enhance photo quality, you apply color and exposure improvements. The skill supports common adjustments including autocontrast, equalization, grayscale, and invert to improve visual appearance.