domain-bootstrap

To generate domain skills from a PRD, you need an automation tool that parses the document to extract bounded contexts, business rules, and integration points. It batch-creates self-contained skill units and updates the skill registry for AI agent orchestration.

Domain-aware routing is an orchestration mechanism that patches the orchestrator with specific routing tables. It ensures AI agent orchestration directs incoming requests to the correct domain-aware sub-agents based on extracted integration points and business contexts.

Extracting bounded contexts from a PRD involves parsing the document to identify domain names, responsibilities, and business rules. An automated skill generator reads these elements to create self-contained skill units without requiring manual extraction effort.

Yes, you can adjust extracted domain details during skill generation through interactive refinement. The process guides you through confirming and modifying domain names, responsibilities, and integration points before finalizing the self-contained skill units.

Yes, batch skill generation works for multiple bounded contexts in a single PRD. It creates multiple domain skills simultaneously from the document, updating the skill registry and routing tables to handle all identified domains efficiently.

The main limitation of automating domain skill creation is its dependency on the PRD's clarity. If the document lacks clear domain names, responsibilities, or integration points, the automated extraction and routing configuration may require significant manual interactive refinement.