A virtual chess board records every move, Stockfish analyses it, an LLM writes live commentary from the engine's facts, and a three-layer framework scores how accurate and engaging that commentary ...

These are traditional unit tests written with pytest Failures on these tests will cause alarms if code is merged into main ...