Knowledge Base + LLM Based Code Review Mentor

[English] · [Chinese]

A project leveraging Knowledge Base + LLM to improve development efficiency in Code Review

Online Demo

• Homepage: CR-Mentor
• Code Review Demo: Code Review Demo

Highlights

1. Comprehensive Code Context Understanding
   Breaking through the limitations of traditional git diff CR, using github100 to automatically track all related files involved in code changes, including cross-file/module reference paths, achieving comprehensive understanding of code context and business logic

2. Customizable Code Standards
   Based on best practices accumulated in the knowledge base, supports repository-level custom code review standards. Through uploading code standard files and closed-source dependency documentation, effectively solves LLM's hallucination issues when dealing with closed-source dependencies/code

3. Global Code Analysis
   Using LLM based on complete chain code context and changes to generate comprehensive review reports including Code Walkthrough, Change Description and Sequence Diagrams

4. Risk Code Identification
   Customized Agent Tools to identify potentially risky changes, provide improvement suggestions and separate comment feedback

Feature Preview

1. Automatic Knowledge Base Integration

2. Code Review

Local Development

cd apps/admin

pnpm install
pnpm admin:dev

未来计划

• Establish human intervention mechanisms, collect feedback, and optimize code review processes
• Focus on developer growth, analyze strengths and weaknesses, create growth plans
• Support for Gitlab and other platforms
• Support for more LLMs

Star History

License

This repository follows the CR-Mentor Open Source License.

Commercial use as a backend service is allowed, but providing SaaS services is not permitted.
Without commercial authorization, copyright information must be retained for any form of commercial service.
For complete details, please see Apache License 2.0
Contact: [email protected]