Sciveris

Reproducibility asks whether the number comes out of the code. Sciveris asks whether the number is real.

Sciveris — Latin, "you will have known." (say shee-VER-is)

Sciveris re-executes a data-driven analysis, reproduces its headline finding, then adversarially stress-tests whether that finding holds up — checking for data leakage, batch / site confounds, effect-size inflation, and p-hacking — and issues a Robustness Report Card (CERTIFIED · FLAGGED · INCONCLUSIVE · ERROR), each verdict backed by a reproducible exhibit.

It certifies and strengthens findings — it doesn't scold.

🚧 This release is a placeholder. It reserves the name while the first public version is prepared. It installs nothing useful yet — running sciveris just prints where the real tool will land.

Follow along at https://github.com/LucZot/sciveris.