FINDING #3564 · 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
10.00
ACCEL
-8.50
RETENTION
25.0%
PEAK 2026-08-08 · FORK-RETENTION 0.0% · 30 STARS / WINDOW
Author Audience
AUDIENCE
1,604
FOLLOWERS
1,116
OWNER ★
4,880
Engagement Signals
FORKS
326
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 30 / 30 (DIVERSITY 1.00)
Why This Is A Finding
HotCakeX/Harden-Windows-Security собрал 30 звёзд за окно, тогда как у автора всего 1,116 подписчиков — эффективная аудитория ≈ 1,604. Это даёт surprise-индекс 0.00608 (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 59% OF 8676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 59%
VELOCITY10.005.67+4.33ABOVE 70%
RETENTION25.0%33.3%-8.3 PPABOVE 45%
FORKS326339-13ABOVE 49%
SURPRISE0.010.00+0.00ABOVE 56%