FINDING #5200 · UNIT ID 657344518
ret2shell/ret2shell
A feature-riches CTF challenge platform!
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
2.41
ACCEL
-0.06
RETENTION
3.0%
PEAK 2026-05-04 · FORK-RETENTION 0.0% · 217 STARS / WINDOW
Author Audience
AUDIENCE
164
FOLLOWERS
58
OWNER ★
236
Engagement Signals
FORKS
16
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 217 / 217 (DIVERSITY 1.00)
Why This Is A Finding
ret2shell/ret2shell собрал 217 звёзд за окно, тогда как у автора всего 58 подписчиков — эффективная аудитория ≈ 164. Это даёт surprise-индекс 0.0118 (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 18% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY2.413.99-1.58ABOVE 27%
RETENTION3.0%17.1%-14.1 PPABOVE 6%
FORKS1690-73ABOVE 9%
SURPRISE0.010.01-0.00ABOVE 49%