This project is a simple research/education model. The main branch is supported on a best-effort basis.

• Please open a private issue or email the maintainer with a minimal reproduction.
• Do not include sensitive data in reports. No secrets or tokens should ever be present in this repo.

• No network calls or external secrets are required; avoid adding them without discussion.
• All outputs default to local files. If adding new outputs, prefer local paths and document them.