vibe-validate

You can route AI agent validation workflows for a multi-language monorepo by loading a lightweight router that delegates heavy logic to the appropriate validation sub-skill, tailoring the process to your specific project setup.

Sub-skill loading for CLI orchestration is a mechanism that dynamically matches your current task to a specific validation loop. You need it to seamlessly integrate on-demand lifecycle steps like init, validate, and watch-pr without overloading the main router.

Yes, you can use this validation router with non-Claude AI agents. The orchestration system explicitly supports non-Claude agent integration, allowing diverse AI agents to leverage the centralized validation and caching workflows.

You set up caching and locking by loading the dedicated caching-and-locking sub-skill through the router. This tailors the validation workflow to manage state and fast caching efficiently across your monorepo projects.

Yes, this routing approach works for PR and CI monitoring. The orchestration lifecycle includes a dedicated watch-pr step, enabling you to monitor pull requests and integrate validation checks directly into your continuous integration pipelines.

The best way to recover work after an interrupted AI validation task is to load the recovering-work sub-skill. This routes you to the specific logic needed to restore state and resume the orchestration workflow seamlessly.