FINDING #48 · 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)
3% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
6.60
ACCEL
-0.99
RETENTION
5.1%
PEAK 2026-09-13 · FORK-RETENTION 70.8% · 198 STARS / WINDOW
Author Audience
AUDIENCE
1,162
FOLLOWERS
391
OWNER ★
7,712
Engagement Signals
FORKS
969
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 197 / 198 (DIVERSITY 0.99)
Why This Is A Finding
SnailSploit/Claude-Red собрал 198 звёзд за окно, тогда как у автора всего 391 подписчиков — эффективная аудитория ≈ 1,162. Это даёт surprise-индекс 0.00549 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 70.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 93% OF 663 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 663 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 93%
VELOCITY6.602.77+3.83ABOVE 83%
RETENTION5.1%11.1%-6.0 PPABOVE 21%
FORKS9691,805-836ABOVE 38%
SURPRISE0.010.00+0.00ABOVE 91%