🔄 Flowise Workflow Generator — Claude Skill

A Claude skill that generates production-ready Flowise AI workflows — importable JSON files, step-by-step build instructions, and visual diagrams.

✨ What It Does

Describe what you want your AI workflow to do, and this skill generates:

1. Importable JSON — Load directly into Flowise via Settings → Load Chatflow
2. Step-by-step instructions — How to build the same workflow manually in the Flowise UI
3. Visual diagrams — Mermaid/SVG showing node connections and data flow

🧩 Supported Workflow Types

Type	Description
Chatflows	LangChain-based chains — RAG, chatbots, Q&A, translation
AgentFlow V2	Latest multi-agent architecture with human-in-the-loop, MCP tools, streaming
AgentFlow V1	Legacy Sequential Agents (LangGraph-based)

📦 Pre-Built Templates

Comes with 10 ready-to-customize templates:

• 💬 Simple Chatbot (LLM + Memory)
• 📄 RAG Q&A (Document → Vector Store → Retrieval Chain)
• 🔁 Conversational RAG (RAG + follow-up questions)
• 🛠️ Tool Agent (OpenAI Function Agent + tools)
• 👥 Multi-Agent Supervisor (V2 — Supervisor → Workers)
• 🌐 API Integration Agent
• 🕸️ Web Scraping RAG
• 📑 PDF Q&A
• 🗃️ SQL Database Agent
• 🙋 Human-in-the-Loop (V2 — approval gates)

📂 Skill Structure

flowise-workflows/
├── SKILL.md                          # Main skill instructions
└── references/
    ├── json-structure.md             # Flowise JSON schema & examples
    ├── nodes.md                      # 100+ node catalog by category
    ├── templates.md                  # 10 pre-built workflow patterns
    └── agentflow-v2.md              # V2 architecture deep dive

🚀 Installation

Option 1: Upload as a Custom Skill in Claude

1. Download this repo as a .zip
2. In Claude, go to Settings → Skills
3. Upload the skill folder

Option 2: Use with Claude Code

Place the flowise-workflows/ folder in your skills directory:

# Clone this repo
git clone https://github.com/drdshivajiraju-ctrl/flowise-workflows-skill.git

# Copy to your skills directory
cp -r flowise-workflows-skill/flowise-workflows /path/to/your/skills/

💡 Example Prompts

Once the skill is installed, try prompts like:

• "Create a Flowise RAG chatbot for my PDF documents using OpenAI"
• "Build a multi-agent workflow where a supervisor delegates to research and writing agents"
• "Generate a Flowise chatflow that connects to my REST API with conversation memory"
• "Make a Flowise workflow for a customer support bot with web search and human approval"

🔗 Resources

• Flowise Documentation
• Flowise GitHub
• AgentFlow V2 Docs

📄 License

MIT — free to use, modify, and distribute.

🤝 Contributing

PRs welcome! If you'd like to add new templates, update node catalogs, or improve the skill instructions, feel free to open a pull request.

flowise-workflows-skill