FINDING #8272 · UNIT ID 1369718381
s4ntrx/Cybersecurity-Threats-Guide
Cybersecurity Threats & Vulnerabilities Guide is a comprehensive educational resource that provides detailed documentation, detection scripts, and prevention strategies for various cybersecurity threats.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
82% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
23.29
ACCEL
-7.79
RETENTION
11.0%
PEAK 2026-10-07 · FORK-RETENTION 100.0% · 163 STARS / WINDOW
Author Audience
AUDIENCE
1,044
FOLLOWERS
956
OWNER ★
884
Engagement Signals
FORKS
19
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 163 / 163 (DIVERSITY 1.00)
Why This Is A Finding
s4ntrx/Cybersecurity-Threats-Guide собрал 163 звёзд за окно, тогда как у автора всего 956 подписчиков — эффективная аудитория ≈ 1,044. Это даёт surprise-индекс 0.0215 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 100.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 15% OF 9747 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9747 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY23.293.57+19.71ABOVE 90%
RETENTION11.0%33.3%-22.4 PPABOVE 24%
FORKS19104-85ABOVE 17%
SURPRISE0.020.01+0.01ABOVE 72%