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Scored across 9 tools
Most tools have clearly distinct purposes, and the descriptions actively draw boundaries (inspect vs evaluate vs optimize, skip trivial requests, not for scope expansion). However, the trio inspect_prompt/evaluate_prompt/optimize_prompt shares enough surface area that an agent could still hesitate over which applies to a borderline prompt.
Every tool follows a clean verb_noun snake_case pattern (inspect_prompt, optimize_prompt, compress_context, build_agent_instruction). The only deviation is the plural noun in compare_prompts, which is trivial and natural.
Nine tools is well within the ideal range and each maps to a distinct capability in the prompt-engineering lifecycle. No filler or redundant tools are apparent.
The surface covers diagnosis, optimization, adaptation, evaluation, comparison, context compression, instruction building, and audit explanation — a broad, coherent set. Minor gaps exist, such as no persistence/history or explicit application/validation step, but the server states these are intentional.
