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Scored across 22 tools
Most tools map to a clearly distinct resource or analysis dimension, and the album_* variants are well separated from their per-track counterparts. The main ambiguity risks are crompton_brief vs crompton_digest, which both read as summaries, and crompton_listen, whose name implies a full listen but actually returns a short sample.
All tools follow a consistent crompton_ prefix and lowercase snake_case convention. Per-track tools are simple nouns while album-wide tools consistently add album_, creating a predictable and recognizable pattern throughout the set.
At 22 tools, the set is on the heavy side and includes several per-track/album aggregate pairs plus documentation and versioning tools. Each tool has a defensible purpose, but the total count is borderline for an agent to scan and select from efficiently.
The surface covers discovery, manifests, track metadata, lyrics, digests, realtime sampling, audio analysis, visualizations, and album-wide aggregates for the major dimensions. The main gaps are the absence of a dedicated full-track streaming tool and the lack of an album-level lyrics or brief aggregate, though these are workable via existing tools and documented SSE endpoints.