Asia/Shanghai
ProjectsJuly 30, 2026

loop

image
loop is a persistent product-work orchestrator. Invoke it once, then ordinary replies keep the current child active. Artifact readiness moves the task from deep-grill to deep-design and then deep-build without asking you to nominate the next skill. The earlier router was easy to break during interactive grilling because every transition depended on another routing decision. v3 gives each child one explicit output contract and lets the artifact choose the transition. deep-grill now combines idea discovery and adversarial audit, ending with a confirmed Product Brief when discovery is the goal. deep-design turns that brief into a confirmed Build Contract and uses OpenSpec internally when a durable change record is warranted. deep-build implements and verifies the contract within the user's authority.
  • The first loop invocation must be explicit; later replies continue automatically.
  • A confirmed Product Brief advances to deep-design; a confirmed Build Contract advances to authorized implementation.
  • Evidence can return invalid artifacts to the child that produced them.
  • A message containing only ? freezes the current action, explains the state, then immediately offers a localized continuation through a native countdown, native question, or concise prompt.
  • The active child calls specialists and uses OpenSpec as needed; the user does not manage internal routing.
Install the complete bundle while choosing agents, Project or Global scope, and Symlink or Copy.
Bash
npx skills@latest add nxxxsooo/loop --skill '*'
Skip prompts and install the complete bundle globally according to the skills CLI agent detection.
Bash
npx skills@latest add nxxxsooo/loop -g -y
Then say: Use $loop to take this idea through design and build.
loop 是一个持久产品工作编排器。首次显式调用后,普通回复会继续当前子循环。任务根据产物就绪状态从 deep-grill 自动进入 deep-design,再进入 deep-build,不再要求用户手动指定下一个 Skill。 旧版路由器在交互式拷问中容易中断,因为每次迁移都依赖另一次路由决定。v3 为每个子循环定义一个明确输出契约,让产物决定迁移。 deep-grill 合并了想法探索与对抗性审查;探索完成时输出已确认 Product Brief。deep-design 把简报变成已确认 Build Contract,并在耐久变更中内部使用 OpenSpec。deep-build 在用户授权范围内实施并验证契约。
  • 首次 loop 调用必须明确;后续回复自动续接。
  • Product Brief 确认后进入 deep-design;Build Contract 确认且已有授权后进入实现。
  • 证据可以把失效产物退回产生它的子循环。
  • 整条消息只有 ? 时冻结当前动作、解释状态,并立即通过原生倒计时、原生问题或简洁文字提示续接。
  • 当前子循环按需调用专家能力和 OpenSpec,用户无需管理内部路由。
安装完整 bundle,并选择 Agent、Project/Global 和 Symlink/Copy。
Bash
npx skills@latest add nxxxsooo/loop --skill '*'
跳过提示,并按 skills CLI 的 Agent 检测结果全局安装完整 bundle。
Bash
npx skills@latest add nxxxsooo/loop -g -y
然后说:使用 $loop 把这个想法推进到设计和实现。

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