FINDING #6319 · 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
2.13
ACCEL
-0.04
RETENTION
20.7%
PEAK 2026-10-04 · FORK-RETENTION 63.6% · 64 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 64 / 64 (DIVERSITY 1.00)
Why This Is A Finding
HotCakeX/Harden-Windows-Security собрал 64 звёзд за окно, тогда как у автора всего 1,221 подписчиков — эффективная аудитория ≈ 1,734. Это даёт surprise-индекс 0.0012 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 63.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 35% OF 9677 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9677 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 35%
VELOCITY2.133.77-1.63ABOVE 23%
RETENTION20.7%20.2%+0.5 PPABOVE 51%
FORKS346165+181ABOVE 66%
SURPRISE0.000.01-0.01ABOVE 19%