Live read of inter-event timing, burst structure, wheel/scroll ratio, and wheel-to-click gap. Scroll through the sections, optionally click the test target mid-page, then compare the panel verdict.
Ranges mirror frontend/app/admin/fingerprint/detection.ts. Update both together when tuning.
First section. Start scrolling. The floating panel updates per wheel event.
Section 2. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Section 3. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Section 4. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Section 5. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Mid-page. Try clicking the button below right after a scroll burst to populate the wheel-to-click gap signal.
Section 7. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Section 8. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Section 9. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Section 10. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Section 11. Lorem ipsum content to give the page enough length for a meaningful scroll session.
Last section. By now the buffer should be full.