AIP-to-User-Stories Playbook

Invocation

/aip-user-stories <AIP-URL-or-pasted-content> [<PR-URL>...] [<file>...]

If no arguments: print this usage synopsis and stop.

Mode Detection

An argument starting with https://cwiki.apache.org/confluence/ is the AIP URL. Arguments starting with https://github.com/apache/airflow/pull/ are PR URLs. Other arguments are local file paths.

• PR URLs present → post-implementation mode: generates verified recipe playbooks from actual code.
• No PR URLs → pre-implementation mode: generates speculative user stories to help AIP authors validate design.