FINDING #109 · 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)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.56
ACCEL
+0.09
RETENTION
5.1%
PEAK 2026-09-13 · FORK-RETENTION 43.6% · 320 STARS / WINDOW
Author Audience
AUDIENCE
1,162
FOLLOWERS
391
OWNER ★
7,712
Engagement Signals
FORKS
969
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 319 / 320 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 320 звёзд за окно, тогда как у автора всего 391 подписчиков — эффективная аудитория ≈ 1,162. Это даёт surprise-индекс 0.00296 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 43.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 83% OF 657 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 657 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 83%
VELOCITY3.562.80+0.76ABOVE 63%
RETENTION5.1%7.9%-2.8 PPABOVE 33%
FORKS9691,914-945ABOVE 37%
SURPRISE0.000.00+0.00ABOVE 83%