dify-workflow-writer

🥈Silver

Claude Code skill for writing production-ready Dify workflow DSL files in YAML, covering variable syntax, node configuration, and architectural patterns.

1610Updated 2mo ago

Intermediate30min to implementautomation

Saves ~30 min per use

Quick InstallView Source

git clone https://github.com/yoloyolo8/dify-workflow-writer.git

Works with:

Claude

Overview

About This Skill

The dify-workflow-writer skill teaches Claude Code how to create, modify, and debug Dify workflow DSL (YAML) files. It provides expert guidance on correct variable syntax patterns like {{#NODE_ID.VAR#}}, templates for all Dify node types (LLM, HTTP, Code, IF/ELSE, Iteration), and common gotchas to avoid. The skill includes four proven workflow architectural patterns and comprehensive troubleshooting for import failures and schema errors. This is essential for developers building multi-step AI workflows in Dify, from simple LLM chains to complex API integrations with conditional branching and error handling.

How to Use

Copy the skill directory to your Claude Code skills folder: `cp -r skills/dify-workflow-writer ~/.claude/skills/`. Alternatively, keep it project-local in your `skills/` directory. Then ask Claude to create or debug Dify workflows—the skill provides DSL templates, variable syntax patterns, and node configuration guidance.

Use Cases

Creating multi-step LLM workflows with proper variable references and node connections

Debugging DSL import failures and variable syntax errors

Building HTTP request + LLM processing chains

Implementing conditional logic and iteration patterns in workflows

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/yoloyolo8/dify-workflow-writer

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Write a Dify workflow DSL file for [COMPANY] that automates [INDUSTRY]-specific data processing. The workflow should include [DATA] extraction, transformation, and loading into [TARGET_SYSTEM]. Ensure the workflow handles errors and includes logging.

Example Output

# Dify Workflow DSL for Customer Data Processing

```dsl
workflow "Customer Data Processing" {
  description = "Automates extraction, transformation, and loading of customer data"
  version = "1.0"

  input {
    field "source_file" type = "string"
    field "target_system" type = "string"
  }

  steps {
    step "extract_data" {
      action = "extract_csv"
      input {
        file_path = "${source_file}"
      }
      output {
        field "extracted_data" type = "array"
      }
    }

    step "transform_data" {
      action = "transform_data"
      input {
        data = "${extracted_data}"
      }
      output {
        field "transformed_data" type = "array"
      }
    }

    step "load_data" {
      action = "load_to_database"
      input {
        data = "${transformed_data}"
        target = "${target_system}"
      }
    }
  }

  error_handling {
    on_error {
      action = "log_error"
      input {
        message = "Error occurred in workflow"
      }
    }
  }
}
```