FINDING #1165 · UNIT ID 1172273835
SnailSploit/Claude-Red
claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.
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
26.86
ACCEL
-1.43
RETENTION
44.4%
PEAK 2026-10-16 · FORK-RETENTION 25.0% · 188 STARS / WINDOW
Author Audience
AUDIENCE
1,183
FOLLOWERS
399
OWNER ★
7,841
Engagement Signals
FORKS
996
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 188 / 188 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 188 звёзд за окно, тогда как у автора всего 399 подписчиков — эффективная аудитория ≈ 1,183. Это даёт surprise-индекс 0.022 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 25.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 88% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 88%
VELOCITY26.863.14+23.71ABOVE 94%
RETENTION44.4%16.7%+27.8 PPABOVE 79%
FORKS996277+719ABOVE 74%
SURPRISE0.020.00+0.02ABOVE 81%