# Agent Instructions

For AI agents evaluating or extending this package:

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