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Scored across 13 tools
Each tool has a distinct scope: generate, revise, augment, upscale, encode_vibe target different NovelAI operations, while schema/status/view_image/metadata/history are clearly separate utilities. The only mild overlap is generate vs revise and the several generation-spending tools, but descriptions make boundaries clear (revise continues a prior run).
All tools share the novelai_ prefix and readable lower_snake_case with predictable verb/noun forms (view_image, create_mask, suggest_tags, encode_vibe). A few are bare nouns (schema, history, status, metadata) rather than verbs, a minor stylistic deviation but still consistent and parseable.
13 tools is well-scoped for a NovelAI image-generation server, with each tool mapping to a meaningful operation or utility (generation, revision, mask, vibe, augment, upscale, metadata, quote, schema, status). No redundant or filler tools.
The surface covers the full image-generation lifecycle: schema discovery, status, quoting, generate/revise, mask creation, vibe encoding, director tools augmentation, upscaling, tag suggestions, metadata extraction, viewing, and history. Minor gaps exist (e.g., no explicit history deletion or batch/credential management), but core workflows are complete.