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Scored across 25 tools
Most tools are clearly separated by asset class or action, but there is notable overlap: query_market_data explicitly includes indices alongside query_index_data, and query_insresearch_data overlaps with search_reports around research coverage. The consistent query/select/search prefixes help, but a few boundaries remain fuzzy.
All tool names follow a clear, consistent lowercase snake_case pattern: query_*_data for data lookups, select_* for screening, and search_* for searching. The naming makes the intended action and domain immediately recognizable, with no style mixing or vague verbs.
25 tools is at the heavy end of the acceptable range for a broad financial data platform. The count is justified by the wide scope covering market data, fundamentals, screening, and search, but it still feels like a large surface for an agent to navigate.
The tool set covers an impressively broad range: market, industry, macro, fund, futures, research, event, and basic data, plus screeners and searches. Minor gaps exist, such as no dedicated bond market data tool beyond basics and convertible bonds, but core workflows for Chinese financial data querying and screening are well supported.