FINDING #247 · UNIT ID 1324285410
0xwilliamortiz/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)
15% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
28.33
ACCEL
+42.50
RETENTION
0.0%
PEAK 2026-08-07 · FORK-RETENTION 0.0% · 85 STARS / WINDOW
Author Audience
AUDIENCE
414
FOLLOWERS
26
OWNER ★
3,875
Engagement Signals
FORKS
71
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 85 / 85 (DIVERSITY 1.00)
Why This Is A Finding
0xwilliamortiz/claude-red собрал 85 звёзд за окно, тогда как у автора всего 26 подписчиков — эффективная аудитория ≈ 414. Это даёт surprise-индекс 0.0625 (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 96% OF 6744 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6744 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.050.00+0.05ABOVE 96%
VELOCITY28.335.33+23.00ABOVE 91%
RETENTION0.0%16.7%-16.7 PPABOVE 0%
FORKS71411-340ABOVE 20%
SURPRISE0.060.00+0.06ABOVE 93%