Summary
- Confirmation.
- Step 01 not confirmed → MUST NOT proceed to Steps 02-06.
- CRITICAL - Use ae-cli exclusively for all data operations.
- Read references/adapters/ae-cli.md for command patterns.
- Use ae-cli analysis adhoc run (unified) for all ad-hoc analysis — no separate builder step.
- Never guess command names, flags, JSON payloads, project_id, event names, property names, or parameter formats.
- CRITICAL - The references/config/project_mapping.md file is the sole bridge between business concepts and database fields. {{event.xxx}} and {{prop.xxx}} are business concept placeholders, NOT actual database field names.
- When switching projects, only modify this file.
- CRITICAL -