FINDING #1602 · 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
10.33
ACCEL
-4.00
RETENTION
41.2%
PEAK 2026-08-26 · FORK-RETENTION 66.7% · 31 STARS / WINDOW
Author Audience
AUDIENCE
568
FOLLOWERS
253
OWNER ★
3,159
Engagement Signals
FORKS
487
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 31 / 31 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 31 звёзд за окно, тогда как у автора всего 253 подписчиков — эффективная аудитория ≈ 568. Это даёт surprise-индекс 0.017 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 66.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 83% OF 9558 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9558 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 83%
VELOCITY10.335.67+4.67ABOVE 71%
RETENTION41.2%42.9%-1.7 PPABOVE 48%
FORKS487333+154ABOVE 58%
SURPRISE0.020.00+0.01ABOVE 72%