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Scored across 12 tools
The three clip-producing tools (create_clip, create_motion_clip, create_scene_replace_clip) all output clips and could initially be confused, but their descriptions clearly distinguish the mechanisms (animate a look, copy a driver's motion, replace a person in a user video). Other tools (list_characters vs list_images, get_video vs download_video, get_credits, list_hooks, merge_ad) each have clearly distinct roles.
Every tool follows a consistent snake_case verb_noun pattern (list_characters, create_character, create_clip, create_motion_clip, generate_image, get_video, download_video, merge_ad). No mixing of camelCase or alternate verb styles.
12 tools is well within the ideal 3-15 range and each tool maps to a distinct step in the character→look→clip→merge→download pipeline. No redundant or filler tools.
The surface covers the full UGC generation lifecycle: character creation, look generation/listing, multiple clip creation modes, merge into finished video, status polling, download, credits, and hook suggestions. Minor gaps exist around deletion/management of characters and videos, but core workflows have no dead ends.
