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Scored across 10 tools
Each tool targets a distinct pipeline stage (init, plan, approve, briefs, preview, generate, status, regenerate), which makes most boundaries clear. The one overlap is preview_deck_generation vs preview_slide_prompt — one previews all prompts and returns an approval token, the other previews a single brief — but the descriptions distinguish them well enough.
The set follows a consistent verb_noun snake_case pattern throughout: list_visual_systems, initialize_deck, submit_deck_plan, approve_plan, submit_slide_briefs, mark_slide_for_regeneration, preview_deck_generation, generate_deck_images, get_deck_status, preview_slide_prompt. No mixed conventions or stray camelCase.
10 tools is well within the ideal range and each maps to a concrete step in a deck-generation workflow. None appear redundant or trivial filler.
The surface covers the full lifecycle from initialization through plan approval, brief submission, preview, paid generation, status inspection, and per-slide regeneration. Minor gaps remain — no explicit finalize/export of the assembled deck and no cancel/cleanup operation — but core workflows are covered.