auto-orchestrator

Purpose

Decompose a complex request into 2–6 independent subtasks, spawn a dedicated Claude agent for each in a single parallel batch, and synthesize all results into one coherent output.

Trigger

Apply when:

• User says "do this in parallel", "run simultaneously", "多 agent 一起", "同時做", "fan out"
• A request clearly contains multiple independent parts (e.g. "review security AND performance AND architecture")
• A large corpus needs to be processed (multiple files, repos, URLs) faster than serial execution allows

Do NOT trigger for:

• Tasks where Step B depends on Step A's output — use pipeline-orchestrator instead
• Simple one-part requests that cannot be meaningfully split
• Tasks where the user explicitly wants to review each step before proceeding

Prerequisites