Dify Workflow Builder

Design, generate, review, refactor, validate, and deliver Dify Workflow/Chatflow/RAG Pipeline configurations from business requirements. Use when the user wants to create a new Dify app, convert business logic into Dify DSL YAML, review an existing Dify YAML/DSL, refactor a broken workflow, generate importable “Dify DSL YAML file”, or validate whether a workflow is directly importable through Dify Import DSL File.

7 starsProductivity & Notes

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add IrfanLee1011/dify-workflow-builder --skill dify-workflow-builder

Manual install

git clone --depth 1 https://github.com/IrfanLee1011/dify-workflow-builder.git /tmp/dify-workflow-builder
mkdir -p ~/.claude/skills
cp -r /tmp/dify-workflow-builder/. ~/.claude/skills/dify-workflow-builder

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# dify-workflow-builder

V2 Pro：把业务需求收敛为可导入 Dify 的完整配置，并覆盖 **设计 / 生成 / 审查 / 重构 / 校验 / 交付** 全流程。

## 先读什么

1. 先读 `references/interview-checklist.md`，收敛业务需求。
2. 若需要模板选型，再读 `references/template-catalog.md`。
3. 若需要核对输出顺序，再读 `references/design-output-contract.md`。
4. 若需要结构字段速查，再读 `references/dify-dsl-spec-quickref.md`。
5. 若需要解释来源融合，读 `references/source-fusion.md`。
6. 若要对外教学、推广或交付教程，优先读 `references/public-user-tutorial.md`，补充可读 `references/promotion-tutorial.md`。
7. 若遇到 Dify 导入 / 格式 / 节点兼容 / UI 异常，读 `references/dify-bug-runbook.md`。
8. 若要解释为什么继续补复杂节点、以及怎样避免 skill 变乱，读 `references/complex-node-strategy.md`。
9. 若用户明确要求“保姆式引导”“从业务梳理一路带到落地”，读 `references/nanny-mode.md` 并按该流程推进。
10. 若用户直接提供 Dify 部署网址 / app 页面 URL，读 `references/dify-url-entry.md`、`references/url-driven-nanny-flow.md` 与 `references/dify-url-recognition-checklist.md`，优先通过 URL 锁定目标 app，再决定是新建还是改造。
11. 若要强化阶段推进感，读 `references/execution-protocol.md`，按“当前阶段 / 本阶段目标 / 下一步动作”方式推进。

## V2 Pro 核心能力

1. **business → architecture**：从业务目标自动推导 Dify 架构。
2. **architecture → DSL YAML**：输出完整 `Dify DSL YAML file`。
3. **review / refactor / validate**：能审、能修、能给导入判断。
4. **import-ready delivery**：明确说明可通过 Dify 的 **Import DSL File** 导入。
5. **Dify-native thinking**：按 Dify 的 mode、nodes、edges、selector、dependencies 来设计，而不是普通流程图思维。

## 五段式主流程

### 1. Brainstorm
需求模糊时，先问清：目标、用户、输入、输出、流程、外部依赖、模式、模型、是否新建/改造。

### 2. Design
先输出：
- 任务概述
- 模式判断
- 架构方案
- 节点清单
- 连边清单
- 关键变量 / selector
- 风险与待确认项

### 3. Generate
再输出：
- `Dify DSL YAML file`

Read the full skill on GitHub

Details

Skill name: dify-workflow-builder
Repository: IrfanLee1011/dify-workflow-builder
Repo updated: 1 April 2026

FAQ

What does the Dify Workflow Builder skill do?

How do I install the Dify Workflow Builder skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add IrfanLee1011/dify-workflow-builder --skill dify-workflow-builder. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Dify Workflow Builder popular?

It lives in IrfanLee1011/dify-workflow-builder, which has 7 GitHub stars and 0 forks.

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