This skill should be used when saving current pipeline phase state to disk and creating a recovery commit. Trigger at the end of every implementation phase, when the user asks to "save a checkpoint", "commit this phase", or before any /compact or session end. Enables resume-from-checkpoint to reconstruct pipeline state after interruption.
