Report suspected vulnerabilities privately to security@auraone.ai.

Do not include private robot media, credentials, access tokens, customer data, operator data, absolute dataset paths, or proprietary dataset metadata in a public issue. Provide the affected command, package version, operating system, and the smallest sanitized reproduction that demonstrates the problem.

robostudio-engine is an alpha local tooling package. Dataset QA findings, redaction helpers, and export checks are review aids and are not security or safety certification.