Alibabacloud Dataworks Datastudio Develop

If you're orchestrating data pipelines on Alibaba Cloud DataWorks, this skill handles the full development lifecycle: creating workflows, configuring nodes across 150+ types (Shell, SQL, Python, Flink, EMR, etc.), deploying changes, and managing resources. It's built around the FlowSpec format and the aliyun CLI plugin, with extremely specific requirements about command syntax and API sequencing. The documentation is unusually prescriptive, which makes sense given how easy it is to fall into legacy API traps that silently fail. Worth noting: it supports moves and renames but explicitly blocks deletes, and you'll need to confirm any mutating operations. If you're doing ETL orchestration or DI tasks on DataWorks and tired of guessing which API actually works, this will save you hours of trial and error.