takomi

Natural-language intent routing for Codex workflows is handled by analyzing user prompts and mapping them to the appropriate workflow playbooks. This eliminates slash commands by using alias mappings and context loading to delegate tasks to sub-skills.

Workflow orchestration for Codex protocol routing is the process of directing natural-language prompts to specific lifecycle playbooks. It manages context loading, delegates tasks safely across sub-skills, and maintains traceable execution across updates without requiring manual commands.

Yes, you can use legacy terms to trigger Takomi protocol workflows. The routing mechanism supports alias-based mapping, allowing natural-language prompts and older terminology to correctly match and execute the intended workflow playbooks.

To start Takomi protocol automation, use a natural-language prompt like "use takomi genesis" to begin the orchestration flow. The router interprets the intent and loads the corresponding playbook to manage the end-to-end automation lifecycle.

Yes, the Codex orchestration router supports sub-skills for end-to-end automation. It safely delegates tasks to sub-skills while managing context loading and lifecycle workflows, ensuring traceable execution across multiple protocol updates.

A limitation of natural-language routing for workflow orchestration is its reliance on alias mappings and intent recognition accuracy. Ambiguous prompts may require clarification, and execution traceability depends on the router correctly loading context and delegating to the right playbook.