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Scored across 5 tools
Each tool targets a distinct task: model metadata lookup (resolve_model), GPU metadata lookup (list_hardware), forward planning (plan), API-vs-self-host cost analysis (compare_api), and inverse ranking (suggest). The only potential overlap is plan vs suggest, but the description explicitly frames suggest as 'the inverse of planning,' resolving ambiguity.
All names share the consistent chimeraforge_ prefix and mostly use a verb_noun pattern (resolve_model, list_hardware, compare_api). Two entries are bare verbs (plan, suggest), a minor deviation that stays readable and predictable.
Five tools is well-scoped for a GPU/model deployment advisor: model resolution, hardware lookup, forward planning, cost comparison, and inverse suggestion each cover a distinct need. No tool feels redundant or missing at the structural level.
The surface covers the core advisory lifecycle: resolving models, listing hardware, planning deployments, comparing self-host vs API cost, and reverse-fitting models to GPUs. Minor gaps exist (e.g., no general catalog browsing or pricing-refresh beyond the dated snapshot noted in compare_api), but agents can work around them.
