FINDING #5208 · 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)
15% 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
13.17
ACCEL
-0.10
RETENTION
16.8%
PEAK 2026-06-29 · FORK-RETENTION 0.0% · 395 STARS / WINDOW
Author Audience
AUDIENCE
524
FOLLOWERS
240
OWNER ★
2,843
Engagement Signals
FORKS
448
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 395 / 395 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 395 звёзд за окно, тогда как у автора всего 240 подписчиков — эффективная аудитория ≈ 524. Это даёт surprise-индекс 0.0233 (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 17% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 17%
VELOCITY13.174.23+8.93ABOVE 80%
RETENTION16.8%29.4%-12.6 PPABOVE 25%
FORKS44892+356ABOVE 84%
SURPRISE0.020.01+0.01ABOVE 69%