# Security

Do not put API keys in commands, configurations, result files, examples, issues, or model responses. Supply credentials only through a named environment variable and run the public-release scanner before publishing.

Generated Python is screened and executed in a limited subprocess. This reduces accidental risk but is not a hardened boundary for hostile submissions. Any hosted evaluator must additionally use an ephemeral container or virtual machine, disable networking, mount no credentials, cap CPU/memory/files/output, and destroy the environment after each case.

Report vulnerabilities privately to the repository maintainers before public disclosure.