FINDING #1901 · UNIT ID 777597786
Armur-Ai/Pentest-Swarm-AI
Autonomous penetration testing using a swarm of AI agents. Orchestrates recon, classification, exploitation, and reporting specialists with ReAct reasoning — supports bug bounty, continuous monitoring, and CTF modes. Built with Go and 7+ native security tools.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
15.14
ACCEL
+3.68
RETENTION
0.0%
PEAK 2026-10-12 · FORK-RETENTION 0.0% · 106 STARS / WINDOW
Author Audience
AUDIENCE
916
FOLLOWERS
127
OWNER ★
3,049
Engagement Signals
FORKS
531
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 106 / 106 (DIVERSITY 1.00)
Why This Is A Finding
Armur-Ai/Pentest-Swarm-AI собрал 106 звёзд за окно, тогда как у автора всего 127 подписчиков — эффективная аудитория ≈ 916. Это даёт surprise-индекс 0.0158 (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 80% OF 9747 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9747 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 80%
VELOCITY15.143.57+11.57ABOVE 84%
RETENTION0.0%33.3%-33.3 PPABOVE 0%
FORKS531104+427ABOVE 85%
SURPRISE0.020.01+0.01ABOVE 65%