FINDING #1020 · UNIT ID 1345267734
ADScanPro/Claude-AD
Active Directory pentest methodology for Claude Code: skills, agents and slash commands for internal AD red-team work (Kerberoasting, ADCS ESC1-17, DCSync, ACL abuse, NTLM relay, delegation), with per-technique OPSEC/telemetry notes. Drives netexec, impacket, certipy, bloodyAD, BloodHound CE.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
32% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
6.29
ACCEL
+4.00
RETENTION
0.0%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 44 STARS / WINDOW
Author Audience
AUDIENCE
137
FOLLOWERS
58
OWNER ★
787
Engagement Signals
FORKS
21
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 44 / 44 (DIVERSITY 1.00)
Why This Is A Finding
ADScanPro/Claude-AD собрал 44 звёзд за окно, тогда как у автора всего 58 подписчиков — эффективная аудитория ≈ 137. Это даёт surprise-индекс 0.0356 (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 90% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.02ABOVE 90%
VELOCITY6.293.71+2.57ABOVE 67%
RETENTION0.0%38.0%-38.0 PPABOVE 0%
FORKS2186-65ABOVE 21%
SURPRISE0.040.01+0.03ABOVE 81%