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Scored across 4 tools
Each tool has a clearly distinct purpose: compose_images combines multiple images with a prompt, edit_image modifies a single image, generate_image creates from text only, and style_transfer applies artistic style. There is no overlap or ambiguity between these functions.
All tools follow a consistent verb_noun pattern with snake_case naming: compose_images, edit_image, generate_image, style_transfer. The naming is predictable and readable throughout the set.
With 4 tools, this is well-scoped for an image generation/editing server. Each tool earns its place by covering distinct operations (composition, editing, generation, style transfer) without redundancy or bloat.
The toolset covers core image manipulation workflows: generation, editing, composition, and style transfer. A minor gap exists in lacking direct image analysis or metadata tools, but the provided tools allow agents to handle most image-related tasks effectively.