Workflow Runner

This skill lets you run multi-step workflows inside your AI tool without any extra setup. You just provide a YAML file or describe a task that needs several roles. The current AI session becomes the engine that carries out each step. No API key is needed. Each role gets its own turn to act based on their special knowledge. This is perfect for tasks that need different experts like a product manager and an architect working together.

The runner reads your YAML file first. It finds the role definitions, asks you for any missing inputs, then plans the order of steps. Steps that can run at the same time are grouped together. For each step the system reads the role's instructions and acts exactly like that expert. At the end it saves all outputs to a folder so you can review them later.

If you don’t have a YAML file yet but need multiple roles to help, the runner can automatically create a workflow from your description. You confirm it, and then the execution happens just like with a file. This saves time and makes multi‑role collaboration simple inside your chat tool.