Learning & calibration · public signal layer
See what the engine is learning before it changes thresholds or claims progress.
This page turns repeat blockers, signal pressure, and outcome-linked calibration into a public summary. It does not expose user files, personal data, or hidden behavioural tracking.
Headline
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State strip
Pressure map
Repeat blockers and signal pressure in the active window.
Evidence gaps
Signal pressure
Priority moves
What should change next, and why.
Outcome calibration