FINDING #5748 · UNIT ID 1276141044
Mafifrizi/ARES
ARES - authorized red-team engagement automation with dashboard, campaign scope, module orchestration, OPSEC controls, encrypted vault, and reporting.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
52% 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
33.14
ACCEL
+1.68
RETENTION
31.7%
PEAK 2026-09-21 · FORK-RETENTION 48.1% · 232 STARS / WINDOW
Author Audience
AUDIENCE
83
FOLLOWERS
38
OWNER ★
449
Engagement Signals
FORKS
82
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 232 / 232 (DIVERSITY 1.00)
Why This Is A Finding
Mafifrizi/ARES собрал 232 звёзд за окно, тогда как у автора всего 38 подписчиков — эффективная аудитория ≈ 83. Это даёт surprise-индекс 0.27 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 48.1% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 41% OF 9770 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9770 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 41%
VELOCITY33.143.57+29.57ABOVE 92%
RETENTION31.7%40.0%-8.3 PPABOVE 39%
FORKS8292-10ABOVE 47%
SURPRISE0.270.01+0.26ABOVE 99%