FINDING #7802 · UNIT ID 1107685061
RayRRT/SpicyAD
SpicyAD is a C# Active Directory penetration testing tool designed for authorized security assessments. It combines multiple AD attack techniques into a single, easy-to-use tool with both interactive and command-line interfaces.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
7% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.67
ACCEL
+1.00
RETENTION
75.0%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 8 STARS / WINDOW
Author Audience
AUDIENCE
94
FOLLOWERS
53
OWNER ★
412
Engagement Signals
FORKS
15
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 8 / 8 (DIVERSITY 1.00)
Why This Is A Finding
RayRRT/SpicyAD собрал 8 звёзд за окно, тогда как у автора всего 53 подписчиков — эффективная аудитория ≈ 94. Это даёт surprise-индекс 0.0199 (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 14% OF 9102 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9102 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 14%
VELOCITY2.675.67-3.00ABOVE 0%
RETENTION75.0%45.5%+29.5 PPABOVE 81%
FORKS15340-324ABOVE 10%
SURPRISE0.020.00+0.02ABOVE 75%