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Scored across 10 tools
Most tools target distinct facets: catalog listing (list_tracks), track manifest (get_track), analysis-only (get_analysis), section listing (get_sections vs list_sections), windowed segments (get_aligned_segments), and keyword search (search_reviews). The main overlap is that get_track is a superset of get_analysis and get_aligned_segments, and get_sections vs list_sections could be momentarily confused, but descriptions explicitly clarify granularity ('Get only the analysis data'). calibrate_cognition vs get_dequantization_skill is well differentiated by explicit cross-references.
All tools use snake_case with a verb_object pattern (get_*, list_*, search_reviews, calibrate_cognition). Minor deviation: 'calibrate_cognition' and 'get_dequantization_skill' use domain jargon as their objects, so the name alone doesn't telegraph function without the description. Still a predictable and readable convention throughout.
Ten tools sit squarely in the well-scoped range, and each serves a recognizable purpose (catalog browsing, per-track retrieval, critique analysis, search, blind listening, skill docs). No redundant or filler tools are apparent.
The read-only catalog workflow is well covered: list tracks, list sections, fetch manifest/analysis/sections/segments, search reviews. Minor gaps: no lookup by title or critic filter (only keyword search over segments), no direct comparison or pagination/limit parameters on the list tools, and skill discovery depends on the description enumerating valid skill names.