Individual skill
smart-data-analysis
数据分析员工（Data Analyst Agent）的唯一总入口：凡与数据资产、取数、指标、表/视图、 治理职责、知识网络、统计或分析相关的问题，必须先经本 skill 做编排与路由，再进入找表或问数等子流程。 负责 kn 分域、上下文注入（accountId / date）、多候选 KN 时的 LLM 决策、 问数分支的 SQL 生成；与 smart-search-tables / smart-ask-data / ontology-core 的交接。 当用户提出任何数据类自然语言任务、或需在多条业务 KN 间切换时使用； 所有 ontology CLI 执行均委托 ontology-core 完成，本 skill 不直接执行 CLI。 指标管理（Metric）相关的 CRUD / 搜索 / 校验 / 查询数据 / 试运行也由本 skill 路由到 ontology-core 的 `metric` 命令组。
configs/microservice/bff-service/configs/agent-skills/ontology/smart-data-analysis/SKILL.md
Source commit bee2737925dae3033d7ca57dfbb7ed9dff983831
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- Last checked
- Nov 3, 2026
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- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
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- ai Repository topic
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# Smart Data Analysis（总编排）
本 skill 是 **数据分析员工角色的总入口**：在本体数据技能栈中，**所有数据相关问题必须先经过本 skill**，完成 **KN 与上下文对齐、意图路由** 后，再委派至 **找表** 或 **问数**（或其它数据子 skill），**禁止**在未做编排判断时直接跳到 `smart-search-tables`、`smart-ask-data` 或零散工具调用。
**Never** 由本 skill 直接执行 `ontology` CLI；所有 CLI 调用（包括为选 KN 取候选元数据的 `bkn list/get`，与问数分支的 `bkn object-type get / dataview query --sql` 等）均委托 [ontology-core](../ontology-core/SKILL.md) 执行。
调用链：
```
smart-data-analysis（顶层意图 + LLM 决策：选 KN / 生成 SQL）
├─ ontology-core（直接委托：bkn list/get 等用于自身决策）
└─ smart-search-tables 或 smart-ask-data（子流程）
└─ ontology-core（子流程的 CLI 委托）
```