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Scored across 65 tools
Most tools have distinct resource+action targets, but the search/pulse family (web_search, news_search, concept_search, x_pulse, current_pulse, related_trends, community_hot, find_evidence, reference_search) overlaps heavily in purpose, and brain_*/jobs_* clusters have several near-neighbors (jobs_get vs jobs_brief vs jobs_tail). The rich descriptions help distinguish them, but an agent could easily misselect among the many semantic-search variants.
Nearly everything is snake_case with two systematic patterns: resource_verb for scoped operations (posts_create, brain_read, jobs_get, characters_voice) and verb_noun for generic actions (generate_image, find_photo, edit_footage, render_carousel). Minor outliers like 'me', 'speak' and 'plan_music' break the pattern slightly, but the convention is largely predictable.
65 tools is a very heavy surface, well past the point where an agent can hold the catalog in mind. Given the platform's breadth (generation, search, publishing, Brand Memory, jobs, agents) many tools do earn their place, but the count still demands excessive selection effort.
The surface covers full lifecycles across every domain: posts (list/get/create/approve/dismiss/publish), jobs (create/list/get/brief/tail/continue/run/stop), Brand Memory (read/write/tree/import/onboarding), agents and media assets, plus generation, editing, transcription and rich search. No obvious dead ends.