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CONTRIBUTE.md

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+# Introduction
+
+AI-OPS aims to empower penetration testing enthusiasts and professionals with an LLM-based solution. While this technology has demonstrated great capabilities, it’s important to recognize its limitations and maintain realistic expectations.
+
+## Design Goals
+
+Our main design goals for this project are:
+- **Cost-Free Solution**: Penetration testing tools are free (most of them), so there’s no reason to pay for inference APIs or LLM-as-a-service. This is a challenge, but we hope you find it motivating rather than limiting.
+- **Flexibility**: Penetration testers have their own preferences and workflows, so flexibility is key to delivering a quality tool.
+- **Human In the Loop**: This solution is not meant to automate the entire penetration testing process. It’s designed to provide another perspective on a problem, acting on your instructions, but AI will never replace experience.
+
+# How to Contribute
+
+Use [GitHub Issues](https://github.com/antoninoLorenzo/AI-OPS/issues) to report bugs or request features. 
+Provide as much detail as possible to help reproduce the issue or understand the feature request.
+
+## Submitting Changes
+
+You can contribute in various ways:
+- **Documentation**: Improve or update documentation.
+- **Bug Fixes**: Address issues and bugs reported in the repository.
+- **New Features**: Add new features or enhancements.
+
+### General Contribution Process
+
+1. **Fork the Repository**: Create a personal fork of the repository on GitHub.
+2. **Make Your Changes**: Implement your changes in your fork.
+3. **Run Tests**: Ensure that existing tests pass and add new tests if applicable.
+4. **Commit Changes**: Write clear and concise commit messages.
+    ```bash
+    git commit -m "Describe the changes made"
+    ```
+5. **Push to GitHub**: Push your changes to your fork.
+    ```bash
+    git push origin branch-name
+    ```
+
+### For New Features
+
+1. **Create a Feature Branch**: Create a new branch for your feature.
+    ```bash
+    git checkout -b feature/your-feature-name
+    ```
+2. **Implement Your Feature**: Make the necessary changes in the feature branch.
+3. **Push to GitHub**: Push your feature branch to your fork.
+    ```bash
+    git push origin feature/your-feature-name
+    ```
+4. **Create a Pull Request**: Open a pull request against the `main` branch of the original repository.
+
+## Testing
+
+### LLM Integration
+
+- When integrating new LLM models, ensure they meet the existing acceptance tests and benchmarks. Validate that the new model performs as expected within the AI-OPS framework.
+
+### RAG (Retrieval-Augmented Generation)
+
+- For RAG system updates or modifications, ensure that the system continues to provide accurate and up-to-date information. Verify that new data integrations do not negatively impact performance.
+
+## Code Style and Standards
+
+- We use `pylint` to maintain a good coding baseline. Ensure your code passes pylint checks before submitting a pull request.