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Scored across 22 tools
Most tools have distinct purposes due to very detailed descriptions, but there is some overlap among portfolio risk tools (metrics, risk, analyze) and market data tools (sentiment, verdict, snapshot, regime). An agent could confuse them without careful reading, but the descriptions generally clarify.
The vast majority follow the 'fahali_get_<descriptive_name>' pattern, but 'search_memories' lacks the prefix and uses 'search' instead of 'get', and 'fahali_analyze_custom_portfolio' uses 'analyze'. These minor deviations prevent a perfect score.
22 tools is slightly above the typical well-scoped range, but each tool serves a specific analytical function (e.g., engine status, case studies, correlation matrices). The count is justified by the broad domain of financial analytics, though a few could potentially be merged.
The tool set covers the core functionalities of the Fahali platform: market data, detection engines, portfolio risk, and track records. However, it lacks any mutation or write operations (e.g., setting alerts, managing portfolios) and is missing some common financial data queries like historical prices or news feeds, which are minor gaps.
