TSUNG AI Research & Analysis

The tools have distinct primary purposes, but there is notable overlap between 'analyze', 'ask', 'market_intel', and 'dd_report'—all involve AI analysis, which could cause confusion. Descriptions help differentiate them, but the boundaries are not entirely clear.

Naming is mixed with no consistent pattern: some are verb-based ('analyze', 'ask', 'hunt'), others are noun-based ('demand_radar', 'ghost_status'), and some use underscores inconsistently ('dd_report', 'line_push', 'market_intel'). It's readable but lacks a unified convention.

With 11 tools, the count is reasonable for a research and analysis server. It covers various aspects like analysis, reporting, monitoring, and communication, though it might feel slightly heavy due to overlapping analysis tools.

The toolset covers key research workflows: analysis, reporting, knowledge search, task management, and system monitoring. Minor gaps exist, such as no explicit update or delete operations for tasks or reports, but agents can likely work around these.