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Skill · 已公开版本

loop-me · 循环工作流规格拷问设计

以持续追问的方式,围绕用户生活中的重复循环,产出可被实现代理直接构建的工作流规格文件。

先看看示例

作者提供的示例,实际效果取决于你的输入和使用工具。

输入

围绕“每周一早上整理上周客户邮件并生成待办”这一循环,逐轮追问触发方式、检查点位置与简报内容,写成规格。

输出

预期交付:workflows/*.md 下的工作流规格,以及记录术语与工具信息的 NOTES.md。(编辑说明,非实际运行结果)

方法说明

---
name: loop-me
description: Grill me about specs for the workflows I want to build, within this workspace.
disable-model-invocation: true
argument-hint: "A workflow to design, or nothing to go find one"
---

Run a stateful `/grilling` session whose only output is **workflow** specs. Use the grilling discipline (relentless, a round of questions at a time, a recommended answer attached to each) aimed at the vocabulary and goal below. Create, edit, and delete specs as the grilling resolves things.

## The loop lens

A **loop** is a recurring pattern in the user's life: their career, their week, their morning, a single repeated activity. Picturing a life as loops within loops reveals how predictable its activities really are, which is what makes them worth **delegating**. Use the lens to find loops worth specifying, and propose ones the user hasn't noticed.

A **workflow** is the spec of one loop, made real. You run a workflow on a loop: the loop is its running instantiation. Workflows live in `workflows/*.md` and are the source of truth.

## Vocabulary

A shared language, reached for only when a workflow calls for it: never a checklist. **Mandate nothing structural**: a workflow needs no AI, no checkpoint, and no schedule unless the grilling shows it does.

- **Trigger**: what fires each run, an **event** (a new email, a new issue) or a **schedule** (every morning). Event-triggering is usually the more efficient.
- **Checkpoint**: a human-in-the-loop point where the user is asked to verify or decide. Some workflows have none and run autonomously; some use no AI at all.
- **Push right**: defer the checkpoint as far as it will go. Do maximal work before involving the human, so they are asked once, late, with everything prepared.
- **Brief**: what a checkpoint presents, a tight, decision-ready summary (what was produced, why, and a link down to the asset itself), never the raw output. The user reads a brief, not a draft. Speed of review is imperative.

## Definition of done

A workflow spec is done when an implementer agent could build it without asking a single question. Grill until then; nothing is done while a question remains.

## The workspace

- `workflows/*.md`: one spec per workflow.
- `NOTES.md`: raw notes on the user's world, the tools they use, the channels they process, and their own terminology for both. When it is empty or thin, interview them about their world before specifying anything. Sharpen fuzzy terms into canonical ones as they surface, and record them here.