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Scored across 9 tools
Each tool targets a distinct resource+action: profile reads (get/list/audit), a single targeted write (set_profile_parameter), backup management (list/restore), and model operations (dimensions/scale/rotate). The only near-pair, get_profile vs audit_profile, is clearly separated by audit being a failure-mode analysis over effective values. No plausible misselection paths.
Every name follows a strict verb_noun snake_case pattern (get_profile, set_profile_parameter, list_backups, restore_backup, scale_model, rotate_model). Nouns group by domain (profile/backup/model), which reinforces the structure rather than breaking it.
Nine tools is well within the sweet spot and every tool earns its place: four profile tools, two backup tools, three model tools. No filler or redundant convenience wrappers.
The surface covers read/audit/edit of presets, full backup+restore lifecycle, and model inspect/scale/rotate, with no dead ends in the edit path. Gaps are moderate rather than severe: there is no create_profile, delete_profile, or rename, and no model translation/export, so new presets must be born in the slicer before the agent can tune them.