FINDING #357 · 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)
100% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
15.02
ACCEL
+0.19
RETENTION
11.2%
PEAK 2026-04-25 · FORK-RETENTION 0.0% · 2,704 STARS / WINDOW
Author Audience
AUDIENCE
524
FOLLOWERS
240
OWNER ★
2,843
Engagement Signals
FORKS
448
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,704 / 2,704 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 2,704 звёзд за окно, тогда как у автора всего 240 подписчиков — эффективная аудитория ≈ 524. Это даёт surprise-индекс 0.0266 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 94% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 94%
VELOCITY15.023.29+11.73ABOVE 89%
RETENTION11.2%11.3%-0.2 PPABOVE 50%
FORKS44899+349ABOVE 86%
SURPRISE0.030.01+0.02ABOVE 88%