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Scored across 8 tools
Most tools have clearly distinct roles, and the four pipeline steps (create_book_project, save_book_storyboard, ingest_generated_images, build_and_publish_book) are explicitly numbered, which strongly disambiguates them. The main overlap risk is between get_onboarding_status and get_studio_profile, which both read settings/profile data, though the descriptions distinguish the onboarding-check versus full-profile purposes.
All eight tools follow a consistent snake_case verb_noun pattern (get_onboarding_status, list_existing_books, configure_studio, create_book_project, save_book_storyboard, etc.). The only mild deviation is the compound verb in build_and_publish_book, but it still fits the convention.
Eight tools is well-scoped for a book-production pipeline spanning onboarding, project setup, storyboarding, image ingestion, and publishing. Each tool maps to a distinct stage and none appears redundant or filler.
The surface covers a full create-to-publish lifecycle including onboarding configuration and listing existing books. Minor gaps exist — no explicit tool for editing/regenerating an existing storyboard or deleting/archiving a book — but the core end-to-end workflow is intact.