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Get Started Free →当用户希望通过并行工作、并发 agents、批量工具调用、隔离 worktree 或多条独立验证通道来大幅加速任务、同时不损失正确性时使用。
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-10 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -29% | 0% |
| case-17 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-19 | ✗→✓ | ▲ Improved | 16% | 0% |
| case-20 | ✗→✓ | ▲ Improved | -46% | 0% |
当速度来自同时处理相互独立的工作时,使用此技能: 仓库巡检、文件读取、API 检查、浏览器检查、构建/测试通道、 部署回读,或多 worktree 的实现批次。
行动之前,先把紧迫感转化为依赖图。
在大规模推进之前,写一张紧凑的矩阵:
textLane | Can run in parallel? | Write surface | Risk | Verification Repo scan | yes | none | low | rg/git status outputs Backend patch | maybe | src/api | medium | unit tests Frontend patch | maybe | app/components | medium | browser screenshot Deploy readback | after build | remote service | high | live URL + logs
只有当各通道的写入面互不冲突时,才并行运行。
然后有节奏地主动轮询。
并更新矩阵。
或影响线上客户的部署。
汇报时使用:
textParallel execution result: - Lanes run: 5 - Lanes completed: 4 - Blocked lane: deploy readback, waiting on DNS propagation - Fast path found: batched repo scan + focused tests - Verification: lint pass, unit pass, live smoke pass
Other measured skills in the registry, with their headline benchmark lift.