Build AI Agents With Think Plan Act Architecture Using LLaMA 4 Reasoning

🧠 Give your n8n workflows a brain — with agent-style reasoning, planning, and execution!

This plug-and-play automation adds intelligent “Think → Plan → Act” logic to your n8n flows. Inspired by Hugging Face’s agent architecture, it introduces structured reasoning and tool-aware decision-making — so your automations don’t just run… they think before they do.

Perfect for builders, automation experts, and AI tinkerers who want smarter, modular, and goal-driven flows.

What it does:

🧠 Thinks: Breaks down tasks into goals, subgoals, and tool selections
📋 Plans: Generates step-by-step strategies with assumptions and rationale
⚙️ Acts: Executes each step intelligently via tool integrations
📄 Returns structured JSON results for your next automation steps
🧾 Includes fallbacks for unstructured or natural language output

✅ What’s included:

🔹 Modular “Agent Loop” framework
🔹 Demo use case (e.g., “Get the weather”)
🔹 Built-in parsers for structured output
🔹 Plug-and-play OpenRouter (or OpenAI/Groq) integration

🔧 Requirements:

OpenRouter API key (or OpenAI, Groq, etc.)

n8n installed

Basic tool setup (e.g., Weather, Web Search, etc.)

💡 Why you’ll love it:

✅ Drop-in ready
✅ Composable & customizable
✅ Tool-aware decision making
✅ Developer-friendly JSON outputs

Need help setting it up? We offer full configuration and testing for a one-time fee.