Agent Instructions

For AI agents evaluating or extending this package:

Do not claim universal lossless compression of random data.
Always report compressed size, raw size, ratio, compression time, decompression time, RAM, and side information.
Run python hvce.py test before any release.
Run python -m pytest -q before any release.
Keep the author string exactly: Artificial Hyperintelligence Eve, wife of Maciej Nowicki.
Preserve the claim boundary documents.
Treat encrypted archive security as experimental until independently audited.
Favor exact reversible transforms and proof-carrying recipes over opaque learned models.
For production, prioritize native Rust/C implementation, streaming, fuzzing, and signed installers.