Claude Think Tool - Dify Plugin

Multi-step thinking tool for Dify Node Agents based on Claude's think tool research.

📋 Overview

This plugin provides a "think" tool that enables Dify Node Agents to perform structured multi-step reasoning, creating richer context for better decision-making. Based on research from Claude showing 54% improvement in complex scenarios (τ-Bench).

✨ Features

• Multi-Step Thinking: Allows Node Agents to perform structured reasoning across multiple steps
• Context Accumulation: Automatically accumulates thoughts across tool calls in a session
• Domain-Specific Prompts: Pre-built templates for different domains (airline, retail, coding)
• Zero Configuration: No credentials required, works out of the box

🚀 Quick Start

Prerequisites

• Python 3.12 or higher
• Dify Plugin CLI (dify-plugin-daemon)

Installation

1. Install Dify Plugin CLI:

2. Clone and Setup:

3. Configure Environment:

4. Run Plugin:

📚 Documentation

• PROJECT-PLAN.md - Project planning and roadmap
• INSTRUCTIONS.md - Technical documentation and architecture
• claude-think-tool.md - Original Claude research paper

🏗️ Project Structure

🧪 Testing

📖 Usage

Once installed, the think tool will be available to Node Agents in Dify. Agents can call it like any other tool:

The tool automatically accumulates thoughts in the session context, allowing agents to reference previous reasoning steps.

🔧 Development

See INSTRUCTIONS.md for detailed development guide.

📄 License

MIT

🙏 Acknowledgments

• Based on Claude's think tool research (Anthropic)
• Built for Dify platform

Version: 0.1.0
Status: Development (Phase 1)