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Scored across 13 tools
Each tool maps to a distinct stage of the authoring pipeline (init → guide → lesson_get/save/validate → speech_preview/audio_synthesize → render_3d → course_build), so selection is mostly unambiguous. Minor overlap exists between lesson_validate and lesson_save (which also validates), and between speech_preview and audio_synthesize (both deal with TTS text/audio).
The dominant convention is noun_verb (lesson_get, lesson_save, lesson_validate, course_init, course_build, course_status, assets_list, speech_preview, pronunciation_add, code_verify, audio_synthesize), which is predictable. Deviations are small: render_3d is verb-first and authoring_guide has no verb at all.
13 tools is well within the ideal range and each covers a discrete authoring concern (course scaffolding, lesson CRUD/validation, speech, 3D assets, build, status, docs). No obvious filler tools or redundant wrappers.
The lesson and course lifecycle is well covered: init, get, save, validate, status, build, plus speech and asset generation. Gaps are minor but real — there is no lesson delete/list-by-id beyond course_status, no way to remove or inspect registered pronunciations, and no asset deletion tool.