qingjiao-orchestrator

Automating end-to-end course creation involves routing user intents to appropriate sub-skills for structure design, content generation, and platform writes. The orchestrator coordinates this workflow while enforcing ID dependencies and environment checks.

AI-coordinated workflow orchestration for course development is a mechanism that routes tasks to capability and flow skills. It manages the full pipeline from structure design to content generation and publishing, ensuring ID dependencies are enforced.

Managing ID dependencies when generating course content requires an orchestrator that enforces sequential execution. It validates that generated IDs from structure design and scenario planning are present before allowing training generation or test creation.

Yes, you can review a summary before platform writes occur. The orchestrator surfaces natural-language summaries of the proposed workflow actions and requires your confirmation before executing any write operations.

Yes, environment checks must be completed before starting course creation. The orchestrator detects the environment to prevent invalid operations and ensures all necessary conditions are met before routing to sub-skills.

The best way to route course creation tasks across multiple sub-skills is using a central orchestrator. It recognizes user intents and maps them to the appropriate capability and flow skills for structure design, content generation, and publishing.