Aqueduct CLI 管道启动入口。仅在用户明确要求 CLI/管道模式时触发。 DO trigger when 用户明确提到"CLI"、"管道"、"pipeline"、"aqueduct dev"命令、 "走一遍管道"、"跑 CLI"、"用项目代码跑"、"用我的SQL跑一遍"、"我有现成的SQL"。 DO NOT trigger when 用户只是自然语言描述数据开发需求（此时应由 /data-developer 处理）。 如果用户提供了 SQL 文件且要求走管道，使用 --sql-file 参数跳过 LLM 生成。 Do NOT trigger for 仅查询表结构/血缘/API、仅做SQL规范校验、 通用编程问题、变更管理（使用 /change-management）。
How to install aqueduct-dev?
johnnyq-commits/aqueduct/aqueduct-dev
$npx -y skills add johnnyq-commits/aqueduct --skill aqueduct-devInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/johnnyq-commits/aqueduct" --skill "johnnyq-commits/aqueduct/aqueduct-dev"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/johnnyq-commits/aqueduct" that are relevant to the current task. Run `npx skills add "https://github.com/johnnyq-commits/aqueduct"` and select the relevant skills, then follow their instructions.
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