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Scored across 45 tools
Most tools have clearly distinct purposes, but there is a direct alias (set_pixels for paint_pixels) and some getter tools (get_joints vs get_joint_docs) that could be confused. The painting primitives (fill_rect, stroke_rect, draw_line, etc.) are distinct but similar in nature, requiring careful reading of descriptions.
Tool names follow a consistent verb_noun snake_case pattern (get_, set_, clear_, plan_, build_, finish_, paint_, fill_, stroke_, draw_, flood_, generate_, list_, etc.). The naming is highly predictable, with only minor exceptions like run_demo and show_reference_grid that still fit the verb-first style.
45 tools is well above the 25+ threshold for 'too many'. While the domain is complex, many tools are narrow helpers (e.g., list_registered_tools, run_demo, get_view_lock) and some are redundant (set_pixels alias). The count feels bloated and could be consolidated.
The tool set covers the full sprite generation pipeline: character creation, outfit planning, painting, shading, composition, animation planning, frame building, and preview export. There are no obvious dead ends or missing critical operations for the stated purpose.