Dify Workflow Builder

Expert skill for generating production-quality Dify DSL workflow files. Generates valid YAML configurations for Dify v1.12+ with precise node schemas derived from Pydantic source models.

Reading Strategy

Always read:

1. This file (SKILL.md) — process, patterns, quality standards
2. Node Index — base fields + pick which node files to load
3. Entry nodes + Output nodes — every workflow needs these

Read on demand (only the files relevant to your task):

• Node type files from references/nodes/ — only for node types used in the workflow
• Edge Types — when connecting nodes (sourceHandle rules)
• Variables — when using system/env/conversation variables
• Workflow Structure — for features, conversation_variables, environment_variables
• Node Positioning — for layout constants
• Enums — for exact enum values
• API Reference — for import/export API calls