# Workflow Skill
[中文](README.zh-CN.md) | [](https://linux.do/)
**Generate importable workflow files from natural language descriptions.**
Describe your workflow in one sentence, and get a complete workflow definition file ready to import into Coze, Dify, or ComfyUI — including node configuration, edges, layout, and all platform-specific format requirements.
## Installation
```bash
git clone https://github.com/twwch/workflow-skill.git /tmp/workflow-skill
cp -r /tmp/workflow-skill/skills/coze-workflow ~/.claude/skills/
cp -r /tmp/workflow-skill/skills/dify-workflow ~/.claude/skills/
cp -r /tmp/workflow-skill/skills/comfyui-workflow ~/.claude/skills/
```
---
## Coze Workflow
Generate `.zip` files for direct import into [coze.cn](https://www.coze.cn) via the UI import dialog.
### Usage
```
/coze-workflow 创建一个金融研报自动生成工作流：5路并行数据采集 → 分章撰写 → 风控审核 → 发布
```
### How it works
The skill generates a Python script using verified template functions, then runs it to produce a ZIP with byte-level Go `archive/zip` compatibility.
### Import Result
### Complex Workflow Generation
### Cross-Border E-Commerce Workflow (Full)
### Supported Node Types
`start` / `end` / `llm` / `loop` / `plugin` / `variable_merge` / `image_generate` / `code` / `http` / `condition` / `intent` / `knowledge`
---
## Dify Workflow
Generate `.dify.yml` / `.dify.json` files for import into [Dify](https://dify.ai) via UI "Import DSL".
> **Tracked Dify version**: `dify-api 1.13.3` · DSL `0.6.0` · source pinned at commit [`eca0cdc`](https://github.com/langgenius/dify) (2026-04-04).
> Schema rules and node references in `skills/dify-workflow/` were last verified against this snapshot — bump it after pulling a newer `source/dify/` and re-checking the node entity changes.
### Usage
```
/dify-workflow 创建一个客服工单自动分类和回复工作流
```
### AI Generate Workflow
### Complex Workflow Generation
### Supported Node Types
`start` / `end` / `llm` / `code` / `http-request` / `if-else` / `iteration` / `knowledge-retrieval` / `variable-aggregator` / `template-transform` / `question-classifier` / `parameter-extractor` / `tool` / `answer`
---
## ComfyUI Workflow
Generate `.json` files (Litegraph format) for drag & drop into [ComfyUI](https://github.com/comfyanonymous/ComfyUI).
### Usage
```
/comfyui-workflow 创建一个 Flux 文生图 + WAN2.1 图生视频工作流
```
### AI Generate Workflow → Import ComfyUI → Run
### Generated Output
### Multi-Workflow Merge
### Motion Transfer
### Features
- **34 built-in templates** — covers all mainstream models and tasks
- **360+ node definitions** — extracted from ComfyUI source code
- **Auto model download** — workflows include native `models` field for automatic missing model detection
---
## Project Structure
```
workflow-skill/
├── .claude-plugin/
│ ├── plugin.json
│ └── marketplace.json
├── skills/
│ ├── coze-workflow/
│ │ ├── SKILL.md
│ │ ├── scripts/ # build_coze_zip.py + coze_yaml_builder.py
│ │ ├── examples/
│ │ └── references/
│ ├── dify-workflow/
│ │ ├── SKILL.md
│ │ ├── examples/
│ │ └── references/
│ └── comfyui-workflow/
│ ├── SKILL.md
│ ├── references/
│ └── templates/
├── images/
├── scripts/
└── README.md
```
## Technical Details
### Coze.cn ZIP Format
Discovered through byte-level reverse engineering (16 rounds of experiments):
```
Workflow-<NAME>-draft-<DIGITS>/
├── MANIFEST.yml
└── workflow/<NAME>-draft.yaml
```
**Requirements**: Go `archive/zip` compatible (flags=0x08, vmade=20, time/date=0x0000), 4-space YAML indentation, double-quoted IDs, complete 14-field llmParam.
### Dify DSL Format
Standard Dify YAML DSL with `version: "0.6.0"`, node IDs as 13-digit timestamps, `{{#nodeId.variableName#}}` variable references. Verified against dify-api **1.13.3** (commit `eca0cdc`, 2026-04-04). When upgrading dify, re-check:
- `api/services/app_dsl_service.py` → `CURRENT_DSL_VERSION`
- `api/services/workflow_service.py` → `validate_graph_structure` / `validate_features_structure`
- `api/tests/fixtures/workflow/*.yml` for canonical node/edge shapes
- `graphon.nodes.*` entity models (external package, pinned via `api/pyproject.toml`)
### ComfyUI Litegraph Format
Standard Litegraph UI JSON with node definitions extracted from ComfyUI source, auto model download support via `models` array.
## License
MIT