FINDING #7565 · UNIT ID 569233100
HotCakeX/Harden-Windows-Security
Harden Windows Safely, Securely using Official Supported Microsoft methods and proper explanation | Always up-to-date and works with the latest build of Windows | Provides tools and Guides for Personal, Enterprise, Government and Military security levels | SLSA Level 3 Compliant for Secure Development and Build Process | Apps Available on MS Store✨
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.57
ACCEL
-0.14
RETENTION
20.0%
PEAK 2026-10-23 · FORK-RETENTION 0.0% · 11 STARS / WINDOW
Author Audience
AUDIENCE
1,734
FOLLOWERS
1,221
OWNER ★
5,126
Engagement Signals
FORKS
346
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)
Why This Is A Finding
HotCakeX/Harden-Windows-Security собрал 11 звёзд за окно, тогда как у автора всего 1,221 подписчиков — эффективная аудитория ≈ 1,734. Это даёт surprise-индекс 0.000886 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 23% OF 9787 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9787 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 23%
VELOCITY1.573.57-2.00ABOVE 7%
RETENTION20.0%25.0%-5.0 PPABOVE 43%
FORKS346188+158ABOVE 63%
SURPRISE0.000.01-0.00ABOVE 18%