🧠 Build AI Agents with Think-Plan-Act Architecture Using Llama-4 Reasoning in n8n
Supercharge Your Workflows with the Thinking Agent for n8n!
Ever wish your n8n flows could think before they act?
Now they can. Say hello to the ultimate agent-based upgrade:
“Think → Plan → Act” – fully automated. Fully intelligent.⚡
🧩 What Is This?
This product is a ready-to-use AI-powered workflow template for n8n, featuring a smart “Thinking Agent” that:
- 🧠 Analyzes tasks
- 📋 Generates a step-by-step plan
- 🛠️ Executes actions intelligently
- 🧾 Returns structured JSON outputs for your next steps
Inspired by the Hugging Face agent architecture, this template gives your automations a brain before they press the red button. 🔴✅
🧬 What's Inside?
This isn’t just a flow — it’s a framework. You get:
🔹 Modular Agent Loop
A clean 2-step process:
- THINK mode → Generates structured reasoning (goal, subgoals, tools, assumptions)
- ACT mode → Executes subgoals step-by-step using tools and AI
🔹 Built-in Parsers
- 🧾 Structured JSON parser for reliable outputs
- 🪄 Natural language and unstructured parsing fallback
🔹 Config Ready
🛠️ Plug in your own goals, tools, and OpenRouter keys
📦 Includes a demo (e.g., “get the weather”) to get started fast
💡 Why You'll Love It
✅ Plug & Play – Drop into any existing n8n flow
✅ Tool-Aware Reasoning – Plans include which tool to use and why
✅ Composable – Build workflows like agents: Reason → Plan → Execute
✅ Customizable by anyone – Even your intern can tweak the prompts
🛒 Who Is This For?
🧑💻 Developers building intelligent automations
🧙 Prompt engineers & AI builders
🧪 No-coders experimenting with LLMs
🤖 Anyone creating smarter, more adaptive workflows in n8n
🎁 Bonus
Includes:
- 📁 Full JSON template for n8n
- 📐 Zod schemas for structured parsing
🚀 Get Started in Minutes
Just import the template, configure your OpenRouter credentials, and let your flows start thinking before doing. 🧠➡️🛠️
"The difference between automation and agents? This. Right here."
Start building workflows that think → act → learn.
🧠 A plug-and-play n8n workflow that adds LLM-powered reasoning, planning, and action to your automations — with prompts, schemas, and full agent logic included. Updated at: 12/04/2025