FINDING #4784 · 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
8.00
ACCEL
+0.39
RETENTION
35.7%
PEAK 2026-08-06 · FORK-RETENTION 0.0% · 56 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 56 / 56 (DIVERSITY 1.00)
Why This Is A Finding
HotCakeX/Harden-Windows-Security собрал 56 звёзд за окно, тогда как у автора всего 1,116 подписчиков — эффективная аудитория ≈ 1,604. Это даёт surprise-индекс 0.00487 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 51% OF 9721 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 51%
VELOCITY8.003.43+4.57ABOVE 73%
RETENTION35.7%32.1%+3.6 PPABOVE 56%
FORKS326130+196ABOVE 72%
SURPRISE0.000.01-0.00ABOVE 43%