Aetherwave Studio
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TDQS
Scored across 16 tools
Each tool targets a distinct media type and action (generate, edit, reframe, remove background, upscale, master, list models/presets/creations). No two tools overlap in purpose, and descriptions clearly differentiate them.
All tools follow a consistent 'aetherwave_verb_noun' pattern in snake_case, with clear verbs like generate, edit, list, master, reframe, remove, upscale. Even 'aetherwave_balance' is a concise outlier that still fits the convention.
With 16 tools covering image, video, and audio generation/editing, plus utility tools for models, presets, and user creations, the count is well-scoped for a comprehensive media generation server. No tool feels redundant or missing.
Core workflows (generate, edit, reframe, upscale, background removal, audio mastering) are well covered. However, there is no tool for deleting or managing user creations, which is a minor gap for a complete lifecycle.