herry423/bionexus-reliability

v1.0.0-rc.8Apache-2.0

Scientific Reliability Layer for AI-Assisted Biology. Know what your evidence actually warrants: pre-submission shadow review of multi-donor single-cell differential expression, evidence gap location, and human scientific review support.

GitHub

skills

provenance-and-audit

SHA-256 hashes, environment snapshot, and activity-aware Methods text. Use to attach a reproducibility sidecar to an analysis. Do not use for 21 CFR Part 11, GxP, ALCOA+, or CLIA audit claims.

Read SKILL.md at the source

Pinned to revision 683018420a75, so it is the text this page describes rather than whatever the author pushed since.

Files

skills/provenance-and-audit/SKILL.md
skills/provenance-and-audit/scripts/_common.py
skills/provenance-and-audit/scripts/methods_generator.py
skills/provenance-and-audit/scripts/provenance_tracker.py

Every link opens the file at its source, pinned to the revision this page describes.