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Scored across 15 tools
Most tools are clearly distinct by resource and action (auth, instructions, generation, characters, projects, credits). The only mild overlap is gflow_character_list vs gflow_character_show (list vs show one) and the instructions family, but each has a distinct purpose.
Tool names consistently use a gflow_ prefix followed by a noun or noun_verb pattern (e.g., gflow_character_list, gflow_instructions_add). Minor inconsistency: gflow_list_tools and gflow_list_projects use list_ before the noun, while others use noun_list, but the pattern is still predictable.
15 tools is at the upper edge of the well-scoped range, but each tool maps to a distinct operation across auth, generation, characters, projects, and instructions. The count is justified by the breadth of the domain, though it feels slightly heavy.
The surface covers core workflows: auth check, credit check, project listing, image/video generation, character discovery, and full CRUD-like lifecycle for instruction cards. Minor gaps: no tool for creating/deleting characters or projects, and no explicit tool for listing generation history, but agents can work around these.