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Scored across 9 tools
Most tools have distinct purposes, but the audio tools (generate_audio, generate_audio_batch, synth_sound, postprocess_audio) share a broad domain and require careful reading to pick correctly. model_sheet could also be mistaken for an image generator, though its description clarifies it assembles a prompt.
Eight of nine tools follow a consistent snake_case verb_noun pattern (list_models, generate_image, generate_mesh, generate_audio, generate_audio_batch, postprocess_audio, synth_sound, render_mesh). model_sheet is a noun phrase, which is a minor deviation from the otherwise strong convention.
Nine tools are well-scoped for an asset-generation pipeline covering images, meshes, audio, and supporting steps. Each tool has a distinct job, and the set is neither thin nor bloated.
The core lifecycle for generating, post-processing, and rendering image, mesh, and audio assets is well covered, including model and licence awareness. Minor gaps exist around inspecting or managing generated artifacts and image post-processing, but they do not block the main workflows.