image-enhancer

Quick Review

The skill has good structural organization and clear use cases, but critically lacks implementation details. While it describes what image enhancement should do (upscaling, sharpening, artifact reduction), it provides no actual code, algorithms, or technical specifications for how to perform these operations. A CLI agent would not know which image processing libraries to use, what enhancement algorithms to apply, or how to implement the promised features. The description is aspirational rather than actionable—it reads like a product specification rather than a functioning skill. To be useful, it needs concrete implementation (e.g., Python scripts using PIL/OpenCV, specific sharpening kernels, upscaling methods like bicubic/AI-based approaches). The novelty is moderate since basic image enhancement can be done with standard CLI tools, though intelligent upscaling could add value.