fastgpt-workflow-generator

FastGPT Workflow Generator

Automatically generate production-ready FastGPT workflow JSON from natural language requirements

When to Use This Skill

Use this skill when you need to:

• Create new workflows from scratch: User asks to "create a FastGPT workflow for X purpose"
• Generate based on templates: User wants to build workflows similar to existing patterns (document processing, AI chat, data analysis, multi-agent systems)
• Modify existing workflows: User needs to add/remove/update nodes in an existing workflow JSON
• Validate workflow JSON: User has a workflow JSON that needs verification or fixing
• Design multi-agent systems: User mentions parallel processing, agent coordination, or workflow orchestration
• Automate workflow creation: User provides requirements document and needs executable JSON
• Convert requirements to JSON: User has specifications and wants a FastGPT-compatible workflow

Trigger Keywords: FastGPT, workflow, JSON, multi-agent, 工作流, template matching, workflow automation, node configuration, workflow validation

---

Core Workflow

This skill follows a 5-phase process to generate production-ready workflow JSON:

Phase 1: Requirements Analysis

Goal: Extract structured requirements from natural language input

Process:

1. Identify request type:

   • Create from scratch
   • Based on template
   • Modify existing workflow
   • Validate/fix existing JSON

2. Extract key information using AI semantic analysis:

   {
     "purpose": "Workflow objective (e.g., 'Travel planning assistance')",
     "domain": "Application domain (travel/event/document/data/general)",
     "complexity": "simple | medium | complex",
     "features": ["aiChat", "knowledgeBase", "httpRequest", "parallel"],
     "inputs": ["userChatInput", "city", "date"],
     "outputs": ["Complete plan", "Recommendations"],
     "externalIntegrations": ["Weather API", "Feishu API"],
     "specialRequirements": ["Multi-agent", "Real-time data"]
   }