FINDING #4121 · UNIT ID 1175748759
shuvonsec/claude-bug-bounty
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
57% 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
24.97
ACCEL
+0.30
RETENTION
18.6%
PEAK 2026-06-12 · FORK-RETENTION 0.0% · 2,247 STARS / WINDOW
Author Audience
AUDIENCE
776
FOLLOWERS
339
OWNER ★
4,368
Engagement Signals
FORKS
702
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,247 / 2,247 (DIVERSITY 1.00)
Why This Is A Finding
shuvonsec/claude-bug-bounty собрал 2,247 звёзд за окно, тогда как у автора всего 339 подписчиков — эффективная аудитория ≈ 776. Это даёт surprise-индекс 0.0306 (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 35% 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 35%
VELOCITY24.973.99+20.97ABOVE 91%
RETENTION18.6%17.1%+1.5 PPABOVE 54%
FORKS70290+613ABOVE 91%
SURPRISE0.030.01+0.02ABOVE 79%