FINDING #439 · 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)
21% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
52.17
ACCEL
-3.91
RETENTION
24.2%
PEAK 2026-09-20 · FORK-RETENTION 67.3% · 1,565 STARS / WINDOW
Author Audience
AUDIENCE
1,183
FOLLOWERS
399
OWNER ★
7,841
Engagement Signals
FORKS
996
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,565 / 1,565 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 1,565 звёзд за окно, тогда как у автора всего 399 подписчиков — эффективная аудитория ≈ 1,183. Это даёт surprise-индекс 0.0427 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 67.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 95% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.030.00+0.03ABOVE 95%
VELOCITY52.173.80+48.37ABOVE 96%
RETENTION24.2%20.3%+3.9 PPABOVE 59%
FORKS996138+858ABOVE 88%
SURPRISE0.040.01+0.04ABOVE 88%