FINDING #2484 · 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)
6% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
5.87
ACCEL
+0.03
RETENTION
26.5%
PEAK 2026-08-06 · FORK-RETENTION 75.0% · 176 STARS / WINDOW
Author Audience
AUDIENCE
569
FOLLOWERS
253
OWNER ★
3,159
Engagement Signals
FORKS
487
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 176 / 176 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 176 звёзд за окно, тогда как у автора всего 253 подписчиков — эффективная аудитория ≈ 569. Это даёт surprise-индекс 0.00963 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 75.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 74% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 74%
VELOCITY5.873.63+2.23ABOVE 66%
RETENTION26.5%24.8%+1.7 PPABOVE 53%
FORKS487120+367ABOVE 82%
SURPRISE0.010.01+0.00ABOVE 55%