This is an experimental research project for prompt optimization. If you discover a security issue, please open an issue with the label security.

Please do not disclose vulnerabilities publicly until they have been addressed.

• The evaluate.py and auto_evolve.py scoring engines — ensure signal injection cannot be exploited.
• Generated content in generated/ — review before using in production.

• This project generates AI agent project skeletons; the output is not validated for security. Use at your own risk.
• Prompt engineering is inherently experimental — no guarantees about safety or correctness of generated code.