Do not submit confidential transaction data, credentials, API keys, personal information, or material non-public information to this demonstration.

For a production implementation, add identity-aware authorization, document-level entitlements, encryption, secrets management, data-loss prevention, immutable audit records, model gateways, prompt-injection controls, approved-tool allowlists, and security monitoring.

Report repository vulnerabilities privately through GitHub Security Advisories.