Systemic institutional pattern analysis tool. Determines whether documented events represent isolated incidents or components of a systemic pattern of democratic or institutional erosion. Analyze cross-domain statistics and news feed cross-cycles. The tool applies a structured analytical framework to user-provided source material. Such as: official statistics government documents verified news reporting Findings outputs in three explicit layers: documented facts observed patterns probability assessments The layers are always kept distinct. Core methodology: refuse "isolated incident" framing by default distinguish formal institutional existence from functional performance cross-reference government narrative against primary data from those same institutions weight institutional response to exposure as data equal to the event itself.…