lfe-whats-next

To check your Library-First Engineering pipeline status, the workflow reads pipeline state and coordination files to provide immediate orientation on the current phase, active persona, and specific mission in progress.

Finding the next steps in an AI-assisted workflow involves analyzing pipeline state to suggest the exact skill to run next and the persona responsible for that action, ensuring precise project coordination.

Project coordination handles an interrupted session by reading pipeline state files to detect the incomplete state, then providing specific next step guidance to resume the workflow from the exact point of interruption.

You can use this to determine which skill to execute next by reading the active mission and pipeline state, which directly informs the user of the exact skill required for the subsequent action.

You should run a hygiene sweep when the pipeline status readout detects that a hygiene sweep is due, managing this edge case alongside scenarios like completed slices or interrupted sessions to maintain workflow orchestration.