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Scored across 18 tools
The two status pollers, check_skill and check_generation, both mean 'read an existing paid job' and differ only in which job type they cover, which invites misselection. The five generation tools (generate_image, generate_marketing_poster, generate_product_detail_images, generate_ai_background, generate_video) overlap conceptually, though the descriptions do carve out distinct use cases (a general generator plus specialized poster/listing/background skills).
Every tool follows a consistent snake_case verb_noun or verb_object pattern: list_skills, upload_skill_image, remove_background, generate_marketing_poster, check_generation, render_video_draft. No camelCase or style mixing anywhere in the set.
Eighteen tools is on the heavy side but each fills a recognizable slot in an end-to-end media workflow (discover skills, upload assets, generate, poll, finalize). The set stays readable because near-duplicates are limited to the check_* pair and the generation family.
Core lifecycle is covered: catalog, upload, generate image/video, poll, render final, and gallery inspiration. However, manage_preferences explicitly directs users to search_favorites and save_favorite for MeiGen collections, yet neither tool exists in the surface, and there is no job-cancel or delete operation, leaving dead references and gaps.