FINDING #2091 · UNIT ID 894433723
ASCIT31/Dark-Moon
Autonomous AI pentesting engine, continuous offensive security across web, cloud, AD & Kubernetes. Agentic reasoning + real exploit execution deliver proof-based vulnerabilities. Privacy gateway: the LLM never sees your real IPs, hosts, creds or paths (deterministic placeholders rehydrated locally), nothing leaves your perimeter.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
2% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.67
ACCEL
-0.50
RETENTION
60.0%
PEAK 2026-07-13 · FORK-RETENTION 0.0% · 11 STARS / WINDOW
Author Audience
AUDIENCE
184
FOLLOWERS
19
OWNER ★
729
Engagement Signals
FORKS
126
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)
Why This Is A Finding
ASCIT31/Dark-Moon собрал 11 звёзд за окно, тогда как у автора всего 19 подписчиков — эффективная аудитория ≈ 184. Это даёт surprise-индекс 0.0164 (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 58% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 58%
VELOCITY3.676.67-3.00ABOVE 21%
RETENTION60.0%46.5%+13.5 PPABOVE 64%
FORKS126116+10ABOVE 52%
SURPRISE0.020.01+0.00ABOVE 54%