extract-knowledge

Knowledge promotion scans Initiative research artifacts and applies a decision tree to decide which items should be elevated to vault, studies, or references categories.

A knowledge promotion decision tree evaluates Initiative research artifacts to determine which findings should be elevated to the knowledge vault and registered for reuse in future projects.

Automating indexing and logging happens during knowledge promotion by writing frontmatter to promoted artifacts, updating index files, and recording an activity log for audit-ready outputs.

Yes, the knowledge extraction process writes frontmatter to promoted artifacts automatically during Initiative completion, adding metadata alongside updated index files and activity logs.

You need to promote findings into a knowledge vault when an Initiative is completing and you want to register reusable research findings and artifacts for future projects.

The best way to keep a knowledge vault updated is to trigger knowledge extraction at Initiative completion, letting the decision tree select findings and automatically write metadata and update indices.