Aalto

Each tool has a distinct purpose: product CRUD, collection navigation, staged CSV/photo imports, export, search, and similarity are clearly separated. The import workflows share prefixes but are differentiated by resource (products/CSV vs photos) and stage (start, preview, commit).

Nearly all tools use a consistent aalto_ prefix and snake_case with clear resource/action naming. Minor deviations are vague or nonstandard names like organize and whoami, plus multi-word import workflow names that do not follow a strict verb_noun pattern.

Eighteen tools is slightly heavy but appropriate for a product-library system with imports, exports, collections, search, and AI fills. The staged import flows account for several tools, but each stage has a clear role.

Core workflows are well covered: create/read/update products, collection organization, moving products, search, schema discovery, imports, and exports. Notable gaps are destructive operations such as deleting products or collections and editing collection metadata, though these may be intentionally excluded for safety.