技能 人工智能 多智能体任务编排

多智能体任务编排

v20260928
orchestrate
协调专注于实质性工作的子代理,保持所有权不重叠并整合验证结果。适用于大型范围任务,通过并行工作减少时间。将任务分解为独立分配,并行运行侦察,分配独立所有权,并综合输出。琐碎任务由协调者处理,避免开销。
获取技能
265 次下载
概览

Orchestrate

Coordinate substantial work across focused subagents while remaining available to the user and retaining responsibility for the integrated result.

When to Use

  • Use when a task has multiple independent research, review, or implementation lanes.
  • Use when parallel work will materially reduce elapsed time or improve coverage.
  • Use when a coordinator must synthesize several bounded outputs into one verified result.

Keep trivial tasks with the coordinator.

Workflow

  1. Decompose the task into distinct, bounded assignments with explicit outputs.
  2. Run narrow, read-only scouts in parallel with low reasoning effort and no inherited conversation when the runtime supports those controls. Give each scout all scoped context and evidence required to complete its assignment.
  3. Use medium reasoning effort for routine implementation and high reasoning effort for difficult work.
  4. Give each subagent distinct ownership. Prevent overlapping assignments, and instruct leaf workers not to delegate.
  5. Integrate the outputs, resolve conflicts, and verify the combined result.
  6. Keep approvals and externally consequential decisions with the user.

Examples

  • For a repository-wide feature, assign non-overlapping agents to architecture inspection, implementation, and test review, then integrate their findings and run the final verification from the coordinator.
  • For a research brief, assign independent sources or questions to read-only scouts, reconcile disagreements, and keep the final judgment with the coordinator.

Limitations

  • Requires a runtime that exposes subagent or delegation tools; otherwise keep the work with the coordinator.
  • Delegation does not authorize file mutations, public actions, purchases, or other consequential operations beyond the user's original scope.
  • Parallel agents can add cost and coordination overhead, so use them only when the task is substantial enough to benefit.
  • The coordinator remains responsible for checking claims, changes, tests, and the final answer.
信息
Category 人工智能
Name orchestrate
版本 v20260928
大小 1.64KB
更新时间 2026-09-28
语言