moai-workflow-jit-docs

On-demand documentation loading retrieves references based on user intent and project context. It orchestrates local, official, and web sources with caching and relevance scoring to deliver actionable references for developer workflows.

Multi-source aggregation fetches official documentation and real-time web references together. It applies multi-source ranking and quality checks to balance freshness, relevance, and provenance for your implementation needs.

Contextual caching in just-in-time documentation loading stores previously retrieved references locally. It uses progressive loading and safe defaults to ensure timely access to pertinent materials while balancing freshness and relevance.

Yes, local project documentation prioritization accelerates context with in-project references. The skill orchestrates local sources first, then retrieves official and web sources as needed to support planning and troubleshooting.

Just-in-time documentation loading operates with no external dependencies. It uses progressive loading and safe defaults to orchestrate local, official, and web sources with relevance scoring independently.

Progressive documentation loading uses relevance scoring and quality checks to filter out outdated or irrelevant materials. This ensures developers receive actionable references that directly support decision making and troubleshooting.