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Claude Think Tool

by sonnguyennam0904 ยท v1.0.0

A tool for Node Agents to perform structured multi-step reasoning, enabling richer context accumulation for better decision-making.

482 installsUpdated Jan 6, 2026
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This community listing does not yet include every recommended support, privacy, pricing, and permission disclosure. Review the available package permissions before installing.

Capabilities

Tools

Available inside your emploidai workspace after installation.

Data sources

Available inside your emploidai workspace after installation.

Category

tool

Version

1.0.0sonnguyennam0904

Requirements

Maximum memory 64MB

Pricing

Not disclosed by publisher

Security & access

Review before installing

CompatibleRequires emploidai 1.7.1+

Permissions

  • Uses tool capability

Dependencies

No additional dependencies

Resources

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Claude Think Tool - Dify Plugin

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

๐Ÿ“‹ 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 (ฯ„-Bench).

โœจ 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

๐Ÿš€ Quick Start

Prerequisites

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

Installation

  1. Install Dify Plugin CLI:
# macOS (Brew - Recommended)
brew tap langgenius/dify
brew install dify

# Linux
# Download from https://github.com/langgenius/dify-plugin-daemon/releases
chmod +x dify-plugin-linux-amd64
sudo mv dify-plugin-linux-amd64 /usr/local/bin/dify
  1. Clone and Setup:
cd claude-think-plugin
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
pip install -r requirements.txt
  1. Configure Environment:
cp .env.example .env
# Edit .env with your Dify remote debug credentials
  1. Run Plugin:
python -m main

๐Ÿ“š Documentation

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

๐Ÿ—๏ธ Project Structure

claude-think-plugin/
โ”œโ”€โ”€ provider/          # Tool Provider implementation
โ”œโ”€โ”€ tools/             # Tool implementations
โ”œโ”€โ”€ src/               # Core source code
โ”œโ”€โ”€ _assets/           # Static assets
โ”œโ”€โ”€ tests/             # Test suite
โ”œโ”€โ”€ main.py            # Plugin entry point
โ””โ”€โ”€ plugin.yaml        # Plugin metadata

๐Ÿงช Testing

pytest

๐Ÿ“– Usage

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

think(thought="Analyze the user request and list required information")

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

๐Ÿ”ง Development

See INSTRUCTIONS.md for detailed development guide.

๐Ÿ“„ License

MIT

๐Ÿ™ Acknowledgments

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

Version: 0.1.0
Status: Development (Phase 1)