FINDING #4710 · UNIT ID 945034056
bugbasesecurity/pentest-copilot
Pentest Copilot is an AI-powered browser based ethical hacking assistant tool designed to streamline pentesting workflows.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
58% 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
6.99
ACCEL
-0.08
RETENTION
4.8%
PEAK 2026-05-18 · FORK-RETENTION 0.0% · 629 STARS / WINDOW
Author Audience
AUDIENCE
308
FOLLOWERS
45
OWNER ★
1,091
Engagement Signals
FORKS
218
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 629 / 629 (DIVERSITY 1.00)
Why This Is A Finding
bugbasesecurity/pentest-copilot собрал 629 звёзд за окно, тогда как у автора всего 45 подписчиков — эффективная аудитория ≈ 308. Это даёт surprise-индекс 0.0201 (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 26% 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 26%
VELOCITY6.993.99+2.99ABOVE 69%
RETENTION4.8%17.1%-12.3 PPABOVE 12%
FORKS21890+129ABOVE 73%
SURPRISE0.020.01+0.01ABOVE 65%