ORCHESTRATION PATTERNS

ARTIFICIAL INTELLIGENCE ASSISTANT PROMPTS [START OF PROMPT] Recommend an orchestration pattern (Supervisor, Pipeline, Blackboard, or Swarm) for this multi-agent task, with justification based on whether steps are strictly ordered, whether agents must react to shared changing information, and how predictable the workflow is: task = [TASK DESCRIPTION, e.g. "Resume Review Agent lab's researcher + writer subagents"], constraints = [CONSTRAINTS]. Output format: a one-paragraph recommendation plus a short table comparing how the other three patterns would have performed worse for this specific task. [END OF PROMPT] [START OF PROMPT] Review this multi-agent architecture and identify whether its current orchestration pattern actually matches its workflow's needs, or whether a different pattern would reduce coordination overhead or failure risk: [PASTE LAB OR PRODUCTION MULTI-AGENT ARCHITECTURE DESCRIPTION/CODE HERE]. Output format: current-pattern assessment, then a recommendation to keep or switch patterns with justification. [END OF PROMPT]