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liangdabiaoMulti-agent research framework for deep, citation-backed analysis
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A sophisticated multi-agent research framework that leverages Claude Code's native features to automate comprehensive, citation-backed deep research. It targets users requiring in-depth analysis, offering an intelligent, structured, and validated approach to information synthesis, significantly reducing manual research effort.
How It Works
This project employs a multi-agent architecture built upon Claude Code's Skills and Commands system. It utilizes a Graph of Thoughts (GoT) framework for intelligent, graph-based reasoning to manage research paths. A structured 7-phase deep research process is followed, involving parallel research agents with specialized roles, culminating in a citation validation system that rates sources from A (peer-reviewed) to E (speculative) with a chain-of-verification to ensure accuracy and prevent hallucinations.
Quick Start & Requirements
git clone <repository-url>), then cd Claude-Code-Deep-Research-main. Skills and Commands are pre-configured in the .claude/ directory./deep-research [your research topic] for an end-to-end workflow.RESEARCH/[topic]/ directory.IMPLEMENTATION_GUIDE.md for detailed usage and PROJECT_UNDERSTANDING.md for architecture.Highlighted Details
Maintenance & Community
Contributions are welcome, with guidelines provided for adding new skills or improvements. The README does not specify community channels like Discord or Slack, nor does it list notable contributors or sponsorships.
Licensing & Compatibility
This project is provided "as-is for educational and research purposes." No standard open-source license (e.g., MIT, Apache) is specified, implying potential restrictions on commercial use or integration into closed-source projects.
Limitations & Caveats
The framework is explicitly provided for educational and research purposes only, with potential limitations for commercial applications. It requires the Claude Code CLI and an active Claude Code account with API access, which may present an adoption barrier. The effectiveness and stability are dependent on the underlying Claude Code agent framework.
4 months ago
Inactive
bytedance