FINDING #4516 · 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)
1% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
6.33
ACCEL
+0.50
RETENTION
75.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 19 STARS / WINDOW
Author Audience
AUDIENCE
524
FOLLOWERS
240
OWNER ★
2,843
Engagement Signals
FORKS
448
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 19 / 19 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 19 звёзд за окно, тогда как у автора всего 240 подписчиков — эффективная аудитория ≈ 524. Это даёт surprise-индекс 0.0112 (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 10% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 10%
VELOCITY6.336.67-0.33ABOVE 47%
RETENTION75.0%46.5%+28.5 PPABOVE 77%
FORKS448116+332ABOVE 81%
SURPRISE0.010.01-0.00ABOVE 44%