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dsl-generate

Generate and validate Dify Workflow DSL YAML files from scenario documents.

Updated Feb 9, 2026
Search Tags:#automation#workflow#validation#yaml#ai-agent#dsl-generation#dify
One-click install
npx skills add https://github.com/unicorn-plugins/abra --skill dsl-generate
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: dsl-generate
Source: https://github.com/unicorn-plugins/abra/tree/main/skills/dsl-generate
Command: npx skills add https://github.com/unicorn-plugins/abra --skill dsl-generate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the end-to-end generation of a Dify Workflow DSL YAML from scenario documents, reducing manual drafting, errors, and time-to-value.

Core Features & Use Cases

  • Generate a valid DSL YAML from a chosen scenario with structural validation.
  • Run a pre-run validation loop to identify and auto-correct common DSL issues, improving prototyping speed.
  • Provide a DSL guide and workflow documentation to support developers building AI Agents and workflows with Dify.

Quick Start

Invoke the DSL generation workflow with your scenario document to produce and validate a DSL YAML file.

Frequently Asked Questions about dsl-generate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate Dify DSL YAML from a scenario document?▼

To generate Dify DSL YAML from a scenario document, you provide the scenario as input to trigger an automated workflow that outputs a structured DSL YAML file. This reduces manual drafting and accelerates workflow prototyping.

Why does my Dify workflow DSL YAML fail validation?▼

Dify workflow DSL YAML validation often fails due to structural errors or misconfigurations in the scenario mapping. Running a pre-run validation loop identifies and auto-corrects common DSL issues before execution.

Can I automate Dify workflow prototyping with AI agents?▼

You can automate Dify workflow prototyping for AI agents by generating DSL YAML directly from scenario documents. This enables rapid DSL provisioning and structured end-to-end output without manual coding.

What is a pre-run validation loop for DSL YAML generation?▼

A pre-run validation loop for DSL YAML generation is an automated checking process that scans the Dify workflow file for common structural issues and auto-corrects them. It improves prototyping speed and ensures valid output.

Do I need a formal DSL guide to build workflows in Dify?▼

Building workflows in Dify does not strictly require a pre-existing guide, but having a formal DSL guide provides developer documentation that clarifies structured output requirements and supports AI agent construction.

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