Agentic-GitHub-Code-Reviewer is a tool that helps you check and improve code automatically. It looks at your code files, finds issues, and suggests fixes. The tool works entirely on your computer. It does not send your code to the cloud or use external services. This keeps your work private.
This software uses smart technology to scan and understand code. It can give you reports on problems and ideas on how to improve your code. You do not need to know programming to use it.
- Checks code in popular languages like Python.
- Runs without internet access.
- Gives clear reports and fix suggestions.
- Uses local small language models to read and understand code.
- Works on Windows computers.
- Easy to set up and run with a few clicks.
- Uses privacy-first design. Your code stays on your machine.
- Supports multi-agent setups for complex projects.
Make sure your computer meets these specs before running Agentic-GitHub-Code-Reviewer:
- Operating System: Windows 10 or newer.
- Processor: Intel i5 or AMD equivalent, 64-bit.
- RAM: 8 GB minimum (16 GB recommended for larger projects).
- Disk Space: At least 2 GB free.
- Python 3.8 or newer installed (the installer will guide you).
- Internet is not required after installation.
You can get Agentic-GitHub-Code-Reviewer from the official repository page here:
Follow these steps to download and run the software on Windows:
- Open the link above. It will take you to the GitHub page.
- Look for the Releases section on the page. It usually appears on the right side or under the main code files.
- Find the latest release version. It will have files for download.
- Download the Windows installer file. It may be named something like
Agentic-GitHub-Code-Reviewer-Setup.exe. - Once the file finishes downloading, open it by double-clicking it.
- Follow the setup instructions in the installer. It will ask for install location and create shortcuts.
- After the install finishes, locate the app from your Start menu or desktop shortcut.
- Double-click the app icon to start Agentic-GitHub-Code-Reviewer.
After opening the application, you will see a simple screen. You do not have to enter commands or code.
- Use the Browse button to select the folder containing your code repository.
- Click the Start Review button.
- The app will scan your files. This may take a few minutes depending on project size.
- When done, the tool will show a report of issues found.
- Review the report to see warnings, errors, and suggestions.
- You can apply automated fixes or save the report for later.
- If you want, repeat the process for other code projects.
Agentic-GitHub-Code-Reviewer works best with code written in:
- Python
- JavaScript
- TypeScript
- Markdown (for documentation)
- JSON and YAML (config files)
It can parse a variety of files and detect structural problems, code smells, style issues, and potential bugs.
You can adjust some settings inside the app for your needs:
- Set file types to include or exclude.
- Change the depth of analysis (quick scan or deep review).
- Enable or disable auto-fixes.
- Choose report format: simple list, detailed output, or JSON export.
- Save your settings for future runs.
Agentic-GitHub-Code-Reviewer uses local AI agents powered by small language models you can run on your PC. This design avoids cloud calls or API dependencies. The tool relies on LangGraph for understanding code and uses Retrieval Augmented Generation (RAG) to produce accurate suggestions. It combines these with Python scripts and a Streamlit interface for ease of use.
Check the GitHub page regularly for new releases. To update:
- Visit the Agentic-GitHub-Code-Reviewer page.
- Download the latest installer.
- Run the installer to replace your current version.
- Your configuration and settings will remain intact.
If you run into problems:
- Ensure your operating system meets the requirements.
- Make sure you installed Python 3.8 or newer.
- Restart the app and try again.
- Check your selected folder to confirm it contains code files.
- Visit the GitHub repository's Issues tab if you want to report bugs.
- The app includes a basic help menu for quick tips.
- Learn more about LangGraph and RAG technologies on their official pages.
- The GitHub wiki page holds detailed user instructions if needed.
Visit this page to download the latest version of Agentic-GitHub-Code-Reviewer: