analysis-design-spec

You plan an analysis workflow by using the ask-question and run-analysis pipelines, which automatically embed a pre-defined analysis design to structure hypothesis framing and query execution before any data is queried.

You need a structured analysis design for data exploration to establish a clear plan before writing queries, enforcing structured reasoning and proper hypothesis framing throughout the ask-question and run-analysis workflows.

No, you cannot use the analysis-design-spec skill as a standalone tool. It is designed to be applied automatically within the ask-question and run-analysis pipelines and prevents standalone invocation to ensure integrated workflow enforcement.

The best way to frame hypotheses for a data analysis pipeline is by triggering the ask-question and run-analysis workflows, which automatically apply the embedded analysis design spec to handle planning steps and enforce structured reasoning.

To start using the embedded analysis design spec, simply ask a data question and run analysis through the designated pipelines. The planning steps and structured analysis design will be applied automatically without requiring separate invocation.