FINDING #5658 · 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)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
5.43
ACCEL
-0.86
RETENTION
42.0%
PEAK 2026-08-23 · FORK-RETENTION 80.0% · 38 STARS / WINDOW
Author Audience
AUDIENCE
1,644
FOLLOWERS
1,148
OWNER ★
4,963
Engagement Signals
FORKS
334
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 38 / 38 (DIVERSITY 1.00)
Why This Is A Finding
HotCakeX/Harden-Windows-Security собрал 38 звёзд за окно, тогда как у автора всего 1,148 подписчиков — эффективная аудитория ≈ 1,644. Это даёт surprise-индекс 0.00322 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 80.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 42% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 42%
VELOCITY5.433.71+1.71ABOVE 62%
RETENTION42.0%38.0%+4.0 PPABOVE 57%
FORKS33486+248ABOVE 81%
SURPRISE0.000.01-0.01ABOVE 26%