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Scored across 4 tools
Each tool has a clearly distinct purpose: generate_image creates new images, edit_image transforms an existing artifact, get_capabilities reports config, and get_operation looks up prior operations. The descriptions explicitly delimit boundaries (e.g. get_operation never submits requests, edit_image requires a source artifact).
All four names follow a strict verb_noun snake_case pattern (edit_image, generate_image, get_capabilities, get_operation). The convention is predictable and consistent throughout.
Four tools is a small but coherent set for a focused image generation/editing server. It is slightly lean, but each tool earns its place without overlap.
Core lifecycle is covered: generate, edit, capability diagnostics, and operation retrieval for recovery after interruption. Minor gaps exist, such as no operation listing/enumeration or cleanup, but the essential workflows are present.