FINDING #804 · 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)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
23.67
ACCEL
-1.50
RETENTION
44.4%
PEAK 2026-10-16 · FORK-RETENTION 43.8% · 71 STARS / WINDOW
Author Audience
AUDIENCE
1,183
FOLLOWERS
399
OWNER ★
7,841
Engagement Signals
FORKS
996
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 71 / 71 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 71 звёзд за окно, тогда как у автора всего 399 подписчиков — эффективная аудитория ≈ 1,183. Это даёт surprise-индекс 0.0193 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 43.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 84% OF 4978 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4978 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 84%
VELOCITY23.675.33+18.33ABOVE 87%
RETENTION44.4%0.0%+44.4 PPABOVE 72%
FORKS996346+650ABOVE 68%
SURPRISE0.020.00+0.01ABOVE 74%