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 prompt encoding the methodology is visible in src/App.jsx.
Bring your own Anthropic API key. No backend, no data collection. Remember to use good quality data. Better data = Better results.
Repo: github.com/pablo-chacon/pattern-analyzer
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