Reality Audit — Stage 6 Report

We report completion of the Real Data Analysis Readiness Layer for the Reality Audit framework, enabling transition from simulation-based validation to blinded analysis of real public physics datasets. The system integrates experiment pre-registration, null-model construction, controlled signal injection, statistical blinding, and reproducible reporting into a unified pipeline. Validation across synthetic and mock datasets demonstrates correct null retention (no false-positive detection) and reliable signal recovery under injection. A Fermi-LAT gamma-ray burst (GRB) timing-delay analysis pipeline has been implemented as the first target application. A full end-to-end rehearsal using structured synthetic data confirms operational readiness, including quality-control gating and enforced blinding. No real public data have yet been ingested. The framework is now positioned to execute its first blinded analysis on real astrophysical datasets under strict methodological constraints.