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Scored across 8 tools
edge_video_create is an end-to-end pipeline that subsumes the individual step tools (edge_storyboard_plan, edge_generate_keyframes, edge_apply_video_fx, edge_compile_video), and its gallery-sync step overlaps with android_gallery_export. The modular vs. monolithic paths are explicitly described, so an agent can reason about it, but boundaries remain blurry.
Names are readable snake_case with thematic prefixes (edge_/android_), but the verb/noun ordering is mixed: edge_video_create and edge_storyboard_plan are noun_verb while edge_generate_keyframes, edge_apply_video_fx, and edge_compile_video are verb_noun. The two-domain prefix scheme is a reasonable choice but not fully predictable.
Eight tools is a well-scoped set for a video-generation pipeline, covering planning, keyframes, FX, compile, orchestration, export, device status, and model management without obvious padding.
The surface covers the full prompt-to-MP4 lifecycle plus device/export/model management. Minor gaps exist: edge_compile_video references audio but there is no audio-generation tool, and there is no cleanup/delete for produced assets.