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.

Reference implementation covers Sweden 2019–2026 here:

https://github.com/pablo-chacon/pattern-analyzer/blob/main/docs/SWEDEN_REFERENCE_IMPLEMENTATION.md

System…