HaleES welcomes public feedback on the architecture specification.

This repository is for the open specification, public examples, grading language, contract format, and governance pattern. It is not the production runtime repository.

Good contributions include documentation improvements, clearer wording, public safe examples, rubric discussion, contract format examples, issue reports about unclear language, and questions about the architecture pattern.

Do not submit secrets, credentials, private customer data, private operational data, production code, internal routing logic, model routing internals, private memory implementation, private datasets, private infrastructure details, or anything copied from the commercial HaleES runtime.

Use direct language.

Prefer clear sentences over hype.

Keep the focus on governance, authority, grading, privacy, auditability, and operational reliability.

Avoid making claims that the public specification does not prove.

Examples should explain the pattern without exposing the private engine.

A good example can show a contract, an acceptance criterion, a score, and a pass or fail decision.

A public example should not reveal production schemas, exact routing behavior, connector secrets, private customer information, or internal deployment structure.

A useful pull request should explain what changed, why it improves the public specification, and whether it touches only public safe material.

This repository protects the boundary between open architecture and closed runtime.