FINDING #4061 · UNIT ID 1079089186
kaifcodec/user-scanner
🕵️♂️ (2-in-1) Email & Username OSINT suite for deep data extraction. Analyzes 310+ scan vectors (120+ email / 190+ username) for security research, investigations, and digital footprinting.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
88% 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
13.27
ACCEL
+0.02
RETENTION
13.0%
PEAK 2026-05-17 · FORK-RETENTION 0.0% · 2,388 STARS / WINDOW
Author Audience
AUDIENCE
676
FOLLOWERS
311
OWNER ★
3,646
Engagement Signals
FORKS
318
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,388 / 2,388 (DIVERSITY 1.00)
Why This Is A Finding
kaifcodec/user-scanner собрал 2,388 звёзд за окно, тогда как у автора всего 311 подписчиков — эффективная аудитория ≈ 676. Это даёт surprise-индекс 0.0185 (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 32% 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 32%
VELOCITY13.273.29+9.97ABOVE 87%
RETENTION13.0%11.3%+1.7 PPABOVE 55%
FORKS31899+219ABOVE 80%
SURPRISE0.020.01+0.01ABOVE 72%