loop-design SKILL.md skillA
loop-design from hhu3637kr/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hhu3637kr/skills/loop-design@git:20260730.ecb143dPins git:20260730.ecb143d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hhu3637kr/skills
- Path
loop-design/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260730.ecb143d, committed Jul 30, 2026
- First version recorded
- Jun 16, 2026
- Size
- 6,886 bytes
- Repository stars
- 146
- License
- none declared
帮助用户把一个重复性任务设计成一个有边界的 Loop（运行契约 + 预算），并产出一份可复用的 loop 定义文档。 触发条件：(1) 用户想为某类反复执行的任务建立一个受控循环（"每次都这样跑""反复打磨直到满足 X"）， (2) 用户想为某个 R&K Flow Spec 定制阶段路径或修复循环预算， (3) 用户问"帮我写一个 loop / 设计一个循环"。 本 Skill 只负责交互式产出 loop 定义，不负责驱动执行。执行由对应的工作流 Skill 或用户自己承担。 不要用于一次性任务、简单问答，或已有明确 Spec 可直接执行的场景。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Loop Design 把一个重复性任务设计成有边界的 Loop。理念来自"先写刹车，再写循环"：不先写一段无界的提示词，而是先把"读什么、能动什么、怎么算完成、什么时候停、什么时候交还给人"想清楚，落成一份可复用的 loop 定义。 ## 运行契约 > 进入工作流程前先对齐这张表。loop-design 本身也是一个有边界的循环单元。 | 项 | 本 Skill 的约定 | |----|----------------| | 输入 | 用户对重复性任务的描述、`intent-confirmation` 澄清出的目标、`loop-definition-template.md` 骨架 | | 权限 | 只做"澄清 + 引导填表 + 产出一份 loop 定义文档"；不驱动执行、不替用户跑循环、不修改业务代码 | | 验证 | loop 定义六要素齐备（目标/输入/权限/验证/停止/升级）且停止与升级条件具体可判定 | | 停止 | loop 定义文档定稿且通过用户确认即停止；不顺手去执行这个 loop | | 升级 | 用户的任务其实不适合做成 loop（一次性、无明确完成标准）时，如实说明并交回用户决定 | ## 核心原则 1. **先刹车，后循环**：停止条件和升级条件是必填项，不是可选项。一个没有停止条件的 loop 不允许产出。 2. **只产出定义，不驱动执行**：loop-design 的产物是一份"定义"，谁来跑、怎么跑由对应工作流 Skill 或用户决定。 3. **复用 intent-confirmation 做澄清**：目标和边界的对齐交给 intent-confirmation，本 Skill 专注把共识结构化成 loop 定义。 4. **预算来自用户**：循环次数、无进展轮数等上限不写死，由用户在定义时确认。 5. **能复用 R&K 内核就复用**：loop 定义骨架与各 Skill 头部的「运行契约」表同构，便于和 R&K Flow 衔接。 ## Loop 的两种类型 | 类型 | 说明 | 产物去向 | |------|------|----------| | **R&K Flow 内的 loop** | 为某个 Spec 定制要走的阶段路径，或定制 spec-test ↔ spec-debug 修复循环的预算 | 写入该 Spec 的 `lead/team-context.md`（如「修复循环预算」、「当前运行路径」） | | **自定义 loop** | 用户自己的重复任务（如"每日汇总""反复打磨直到达标""批量处理直到队列空"） | 产出独立的 loop 定义文档，由用户保存或交给执行方 | …
Read the whole file at its exact version.
How to install
mdr add hhu3637kr/skills/loop-design@sha256:3600d7d2c16d2f56The line at the top of this page pins the label git:20260730.ecb143d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3pmrbeuik3birsgl)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 16, 2026 and Jul 30, 2026, about one every 44 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260730.ecb143d latest | 2026-07-30 | ecb143d | 6,886 B | A | view · diff |
| git:20260616.cdfa238 | 2026-06-16 | cdfa238 | 6,848 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6886 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hhu3637kr/skills · 146 stars · license none declared · pushed 2026-11-06 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_3pmrbeuik3birsgl GET https://markdownregistry.com/api/v1/resolve?ref=hhu3637kr/skills/loop-design GET https://markdownregistry.com/api/v1/blob/3600d7d2c16d2f56a45d7f9cda358d01823013da6a5d0670f499e42259e3cbeb
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.