Image Utilities

Pillow-based utilities for deterministic pixel-level image operations. Use for resize, crop, composite, format conversion, watermarks, and other standard image processing tasks.

When to Use This Skill

• Post-processing AI-generated images: Resize, crop, optimize for web after generation
• Format conversion: PNG ↔ JPEG ↔ WEBP with quality control
• Compositing: Overlay images, paste subjects onto backgrounds
• Batch processing: Resize to multiple sizes, add watermarks
• Web optimization: Compress and resize for fast delivery
• Social media preparation: Crop to platform-specific aspect ratios

Quick Reference