Tools target distinct stages: audio analysis, pattern listing, full generation, validation, multipress editing, and effects adjustment. The only mild overlap is that generate_full_map is a one-shot pipeline that may implicitly subsume analysis and pattern selection, but the dedicated tools still have clear separate purposes.

Most names follow a consistent snake_case verb_noun pattern: analyze_song, list_patterns, add_multipress, generate_full_map, adjust_effects. The only deviation is validate_level_tool, where the redundant _tool suffix breaks the otherwise clean convention.

Six tools is well-scoped for a specialized ADOFAI map-generation server. Each tool covers a distinct operation in the create-validate-adjust workflow without obvious redundancy or bloat.

The surface covers the core lifecycle: analyze a song, generate a full map, validate it, adjust effects, and add multipress patterns. Minor gaps remain, such as removing multipress, editing individual tiles or rhythms directly, or previewing maps without full regeneration.