linear

To turn a PRD into Linear initiatives, you provide your shaped documentation and the tool scaffolds the work into Linear initiatives, projects, and issues mapped to outcomes and deadlines.

AFK and HITL classification determines automation readiness and human-in-the-loop needs, organizing shaped work into trackable Linear items based on whether tasks require manual intervention.

Setting dependency ordering across Linear projects involves establishing execution priority and risk containment by structuring issues to reflect the sequence required for project completion.

You can convert Obsidian notes into trackable Linear issues by using the shaped documentation sources from your Obsidian folders to scaffold projects with clear dependency ordering.

This works for project scoping and task decomposition by taking capability lists and organizing the work into Linear structures that map directly to measurable targets and outcomes.

The best way to link product specs to measurable targets in Linear is converting shaped work into initiatives and issues with dependency ordering that reflects execution priority.