The Living Audit Standard
Software is never permanent. An update can turn an essential utility into an ad-saturated cash grab overnight, or conversely, developer remediation can strip out dark patterns and earn a demoted app a clean rating.
The Friction Index does not lock initial scores in amber. When an app ramps up ad frequency, injects forced interstitial timers, walks back predatory pricing, or refactors broken telemetry, the entry is re-audited here with documented receipts.