vc-router

Intent classification for skill selection works by analyzing user requests across action, domain, output, and scope dimensions. It uses a confidence scoring matrix to evaluate matches and can optionally deploy sub-agents to resolve ambiguous queries.

The best way to route ambiguous requests is using a router that classifies intent and optionally uses sub-agents. If the confidence scoring matrix finds no direct match, it applies a fallback mechanism to ensure the request is still handled gracefully.

Fallback mechanisms handle missing skill matches by defaulting to a designated skill like `vc-phase-loop`. This ensures complex development tasks are still processed even when the confidence scoring matrix lacks a direct match.

Yes, you can compose multiple skills for task chaining. The router supports skill composition, allowing it to automatically select and sequence different skills to execute multi-faceted development requests.

You need workflow orchestration when users do not specify a target skill or when their intent is ambiguous. The router automatically determines the most appropriate skill to handle the request by classifying intent across multiple dimensions.

If the router fails to find a matching skill, the fallback mechanism defaults to `vc-phase-loop`. This ensures your request is processed by a general skill capable of handling development tasks when no direct match exists.