FINDING #3504 · 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
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
29.91
ACCEL
-0.49
RETENTION
11.2%
PEAK 2026-04-25 · FORK-RETENTION 0.0% · 2,692 STARS / WINDOW
Author Audience
AUDIENCE
524
FOLLOWERS
240
OWNER ★
2,843
Engagement Signals
FORKS
448
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,692 / 2,692 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 2,692 звёзд за окно, тогда как у автора всего 240 подписчиков — эффективная аудитория ≈ 524. Это даёт surprise-индекс 0.053 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 45% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 45%
VELOCITY29.913.99+25.92ABOVE 93%
RETENTION11.2%17.1%-5.9 PPABOVE 34%
FORKS44890+359ABOVE 86%
SURPRISE0.050.01+0.04ABOVE 94%