FINDING #3950 · UNIT ID 1092104931
CarterPerez-dev/Cybersecurity-Projects
Building 70 Projects ranging from beginner to advanced so anyone can — learn from, build upon, use as a reference, or even copy directly. Gamified Cybersecurity learning 👇
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
96% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
21.41
ACCEL
+0.13
RETENTION
15.5%
PEAK 2026-06-28 · FORK-RETENTION 0.0% · 3,854 STARS / WINDOW
Author Audience
AUDIENCE
1,030
FOLLOWERS
605
OWNER ★
4,251
Engagement Signals
FORKS
568
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,854 / 3,854 (DIVERSITY 1.00)
Why This Is A Finding
CarterPerez-dev/Cybersecurity-Projects собрал 3,854 звёзд за окно, тогда как у автора всего 605 подписчиков — эффективная аудитория ≈ 1,030. Это даёт surprise-индекс 0.02 (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 34% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 34%
VELOCITY21.413.29+18.12ABOVE 93%
RETENTION15.5%11.3%+4.2 PPABOVE 62%
FORKS56899+469ABOVE 89%
SURPRISE0.020.01+0.01ABOVE 75%