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Scored across 18 tools
Many tools have distinct roles (launch, EDL, schema, path resolve), but several overlap: sg_find vs fpt_reporting's text_search both search entities, sg_create vs fpt_bulk's batch both create, and the publishing surface (tk_publish, openclip_create, plus a referenced-but-absent maya_session publish) is crowded. Descriptions disambiguate intent well, but an agent still faces genuine choice points.
Names are uniformly snake_case and mostly verb_noun, with subsystem prefixes (sg_, tk_, fpt_) that usefully group capabilities. Minor deviations: some tools are noun-first (session_stats, cut_to_edl) and prefixes are applied unevenly (openclip_create, search_sg_docs, learn_pattern have none), but the pattern stays readable.
18 tools is on the heavy side but justified by the broad domain spanning ShotGrid CRUD, DCC launch, Toolkit publish/path resolution, Flame conform, and RAG meta-tools. No tool appears purely redundant, though the meta/RAG trio (search_sg_docs, learn_pattern, session_stats/reset_session_stats) pushes the count up.
Core ShotGrid lifecycle is covered (find, create, update, upload, download, schema, bulk delete/revive/batch, linking), plus Toolkit and Flame-specific flows. Minor gaps: no single-entity get (must use sg_find), deletion only via the bulk wrapper, and tk_publish references a maya_session native publisher that is not present in this tool set.