Minimal dependencies for a single-turn execution. A subset of the full pipeline deps — no concurrency or pipeline-level bookkeeping.
Optional
Called after the stage completes (after retry loop + validation). Useful for terminal turns that need to seal a conversation.
Minimal dependencies for a single-turn execution. A subset of the full pipeline deps — no concurrency or pipeline-level bookkeeping.