@lovenervermore

sql-audit performs static syntax validation and executes sql queries against starrocks/doris, returning result sets with row counts. intercepts full table scans, write operations, and illegal cross-database joins.

recognize-intent classifies natural language queries into intent categories (data query, metadata query, attribution analysis) and extracts metric indicators and dimensional attributes. confidence thresholds trigger clarification workflows when certainty drops below 0.7.

chat-ai converts natural language questions to sql and executes them with multi-turn dialog support, but lacks actionable procedural steps and error handling details.

补全上下文并重写用户提问