FINDING #794 · 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)
7% 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
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.02
ACCEL
+0.00
RETENTION
4.4%
PEAK 2026-09-13 · FORK-RETENTION 20.5% · 543 STARS / WINDOW
Author Audience
AUDIENCE
1,183
FOLLOWERS
399
OWNER ★
7,841
Engagement Signals
FORKS
996
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 542 / 543 (DIVERSITY 1.00)
Why This Is A Finding
SnailSploit/Claude-Red собрал 543 звёзд за окно, тогда как у автора всего 399 подписчиков — эффективная аудитория ≈ 1,183. Это даёт surprise-индекс 0.00247 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 20.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 11% OF 893 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 893 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY3.022.63+0.38ABOVE 57%
RETENTION4.4%5.4%-0.9 PPABOVE 42%
FORKS9962,546-1,550ABOVE 27%
SURPRISE0.000.00+0.00ABOVE 93%