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Scored across 21 tools
Most tools have a clearly distinct output (JSON reports vs Excel vs dashboard vs Word/PPT vs pipeline), so the agent can often tell them apart. However, several tools share the identical '5类输入txt' input and similar names (fast_calc_reports, fast_calc_excel, run_delivery_bundle; estimate_etou_json vs estimate_excel), and the two instruction readers (get_protocol_instructions vs get_skill_instructions) could be confused, though the descriptions do help resolve this.
There is a strong verb_noun convention for most tools (query_usage, get_*, run_*, generate_*, submit_feedback). But a competing 'domain-prefix + artifact' convention exists (fast_calc_reports, fast_calc_excel, estimate_excel, permitted_cost_excel, ppt_extract_data), so the surface mixes two readable but different patterns.
21 tools is borderline heavy for a single server and reflects a broad suite spanning estimation, pricing, national econ, reporting, checks and solving. Each tool maps to a specific artifact, but the count pushes toward the '16-25 feels heavy' band and includes some near-duplicative output variants.
The surface covers a full financial-modeling lifecycle: protocol/skill instructions, data extraction and matching, calculation, solving, uncertainty, delivery bundles, Word/PPT/dashboard output, model and revenue checks, usage stats and feedback. Only minor gaps remain (e.g. no explicit lifecycle delete/update semantics, and some verification depends on external benchmark lookups).