Workflow Skill

中文 |

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

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/

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Coze Workflow

Generate .zip files for direct import into 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

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Dify Workflow

Generate .dify.yml / .dify.json files for import into Dify via UI “Import DSL”.

Tracked Dify version: dify-api 1.13.3 · DSL 0.6.0 · source pinned at commit eca0cdc (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

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ComfyUI Workflow

Generate .json files (Litegraph format) for drag & drop into 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

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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--draft-/
├── MANIFEST.yml
└── workflow/-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