Rug Cleaner
Preparing workbench
RugCleaner Learn
Start here for the historical validation, methodology, track record, and operating limits behind Rug Cleaner market stress intelligence.
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Compact evidence studies that publish both historical matches and broken analogies
Validation protocol, benchmark controls, false alarm accounting, and limits
MSI V4 confirmed state history, stress episodes, coverage, and governance trail
Macro Risk Engine architecture, MSI, EWI, MTW, and data source overview
Plain English answers about signals, data freshness, usage, and interpretation