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Scored across 17 tools
Every tool has a clearly distinct purpose with no ambiguity. Tools are organized by resource types (documents, users, memories, products, studios, chat history) and specific actions (create, get, list, update, delete, connect/disconnect), making it easy for an agent to select the correct tool without confusion.
Tool names follow a highly consistent verb_noun pattern throughout, such as doc_create, user_list, memory_get_user, and studios_list. All tools use snake_case with clear, descriptive names, providing a predictable and readable structure across the entire set.
With 17 tools, the count is well-scoped for managing a Pickaxe studio's resources. Each tool earns its place by covering essential operations like CRUD for documents and users, plus additional functions for linking, memory, and studio management, without being excessive or insufficient for the domain.
The tool surface provides complete CRUD/lifecycle coverage for the Pickaxe domain, including documents, users, memories, products, studios, and chat history. There are no obvious gaps; agents can perform all necessary operations from creation to deletion, with additional utilities like connecting documents and inviting users, ensuring no dead ends in workflows.