workflow-design SKILL.md skillC

workflow-design from mrpulor-gh/nuphus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add mrpulor-gh/nuphus/workflow-design@git:20261024.b8e65c8

Pins git:20261024.b8e65c8 in mdr.lock. Pin the fingerprint instead.

Audit grade: C, 15 of 17 checks passed
Kind: SKILL.md skill
Repository: mrpulor-gh/nuphus
Path: plugin/skills/builtin/workflow-design/SKILL.md
Versions recorded: 14
Latest version: git:20261024.b8e65c8, committed Oct 24, 2026
First version recorded: Aug 21, 2026
Size: 20,433 bytes
Repository stars: 89
License: Apache-2.0

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

# 工作流设计经验手册

> 完整工作流编排能力：步骤 schema、变量语法、条件表达式、params 固化、外部输入声明、设计模式、验证闭环、经验闭环。
> 分工：执行沟通纪律与输入骨架判定在系统提示词 L2；界面交互细则在 skill: workflow-interaction；本文只管编排设计与验证闭环。

## 〇、编排闭环总览

```
接收任务
  ├─ [查] ui_maps_search 检索同类经验 → 有 screen/experience 直接复用，跳过重复探索
  ├─ [探] UIA/Accessibility 优先跑通核心路径；只在工作流依赖时补视觉或旁支证据
  ├─ [固] 生成 params.json + workflow.json + guide.md（核心路径参数都有界面证据）
  ├─ [验] workflow_validate 编译校验 → workflow_run 真实成功一次；失败时针对性修正重跑
  └─ [馈] 跑通后 ui_maps_save_experience 提炼经验；新异常回写 params.json exceptions；跨会话进展用 workflow_memory_update 写增量摘要
```

输入形态（意图骨架 vs 自由对话）的判定与处理在系统提示词 L2「输入即骨架」；表单行意图是纯文本、无工具参数，稳定的语义定位器、窗口身份和视觉锚点规则由你探索后固化进 `params.json` / `with`，不保存本次捕获 ID 或绝对坐标常量。

---

## 一、步骤 Schema（V2，唯一真相源 `src/workflow/step_schema.json`）

### 顶层字段（workflow.json）

| 字段 | 说明 |
|------|------|
| `id` / `name` | 工作流标识 / 显示名 |
| `status` | 设计保存写 `Draft`；`Ready / Running / Completed / Error` 由运行引擎维护，不手改 |
| `steps` | 步骤数组（见下方步骤字段） |
| `doc` | 计划 markdown；**不参与模板变量扫描**（正文写 `{{inputs.x}}` 不算引用） |
| `schedule` | 定时调度配置（`schedule_cron` 管理），无则 `null` |
| `run_history` | 运行历史；**同 id 重跑前若怀疑变量陈旧，置 `[]`**（断点续连会复用上次成功步骤的 capture 值） |
| `dry_run` | `true` = 只编译不执行（与 `workflow_validate` 是两回事） |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add mrpulor-gh/nuphus/workflow-design@sha256:79847ae878b9e162

The line at the top of this page pins the label git:20261024.b8e65c8, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_2ms4lmvycmbhv3av.svg)](https://markdownregistry.com/a/art_2ms4lmvycmbhv3av)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 14 versions of this file, between Aug 21, 2026 and Oct 24, 2026, about one every 5 days.

version	committed	commit	size	audit
git:20261024.b8e65c8 latest	2026-10-24	b8e65c8	20,433 B	C	view · diff
git:20261014.a83b664	2026-10-14	a83b664	19,096 B	C	view · diff
git:20261013.f57b54e	2026-10-13	f57b54e	20,659 B	C	view · diff
git:20260924.8bfd558	2026-09-24	8bfd558	20,280 B	C	view · diff
git:20260923.c0bc496	2026-09-23	c0bc496	19,602 B	C	view · diff
git:20260923.8a0198e	2026-09-23	8a0198e	18,525 B	C	view · diff
git:20260923.6125538	2026-09-23	6125538	18,446 B	C	view · diff
git:20260923.6e2389e	2026-09-23	6e2389e	18,023 B	C	view · diff
git:20260923.18e7c5a	2026-09-23	18e7c5a	17,944 B	C	view · diff
git:20260923.49f638a	2026-09-23	49f638a	17,222 B	C	view · diff
git:20260920.387dfdc	2026-09-20	387dfdc	16,301 B	C	view · diff
git:20260905.dad59de	2026-09-05	dad59de	12,069 B	C	view · diff
git:20260829.9b78830	2026-08-29	9b78830	11,096 B	C	view · diff
git:20260821.c0c683c	2026-08-21	c0c683c	18,137 B	C	view

Audit of the latest version

C 15 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

fail: Frontmatter declares a name
fail: Frontmatter declares a description
pass: Frontmatter block present
pass: Size between 200 bytes and 200 KB (20433 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

mrpulor-gh/nuphus · 89 stars · license Apache-2.0 · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2ms4lmvycmbhv3av
GET https://markdownregistry.com/api/v1/resolve?ref=mrpulor-gh/nuphus/workflow-design
GET https://markdownregistry.com/api/v1/blob/79847ae878b9e162189794c8aa69d9ebc5a3c3f41b2325ef2a6cd0dc2b15336f

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.