Flink Ops
Use when the user asks to start, stop, operate, inspect, or diagnose Apache Flink jobs, including deployment-target-specific starts and Flink REST status, exception, and checkpoint checks.
Data Analysis
Use when the user asks for intelligent data retrieval, BI-style analysis, table upload analysis, data requirement clarification, business metric exploration, or read-only SQL generation/execution against configured SQL engines such as MySQL, StarRocks, or Trino. Covers Chinese and English requests for "取数", "数据分析", "SQL分析", "报表", "明细", "汇总", "指标", "口径", and multi-turn analysis conversations.
Flink Intelligent Ops
Use when the user asks to start, stop, operate, inspect, or diagnose Apache Flink jobs, including deployment-target-specific starts and Flink REST status, exception, and checkpoint checks.