FINDING #2848 · 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
6.57
ACCEL
+0.89
RETENTION
39.2%
PEAK 2026-08-26 · FORK-RETENTION 57.1% · 46 STARS / WINDOW
Author Audience
AUDIENCE
569
FOLLOWERS
253
OWNER ★
3,164
Engagement Signals
FORKS
488
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 46 / 46 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 46 звёзд за окно, тогда как у автора всего 253 подписчиков — эффективная аудитория ≈ 569. Это даёт surprise-индекс 0.0108 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 57.1% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 71% OF 9771 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.00ABOVE 71%
VELOCITY6.573.71+2.86ABOVE 68%
RETENTION39.2%39.3%-0.1 PPABOVE 50%
FORKS48891+397ABOVE 86%
SURPRISE0.010.01+0.00ABOVE 54%