elementalsouls/Claude-BugHunter — GitHub trend

FINDING #1599 · UNIT ID 1229774092

elementalsouls/Claude-BugHunter

A Claude Code skill bundle for bug hunting and external red-team work - 82 skills, 15 slash commands, 681 disclosed-report patterns curated across 24 core vulnerability classes, plus enterprise identity + infrastructure attack matrices.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0138

ENGAGEMENT0.57

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

14.33

ACCEL

-3.50

RETENTION

52.4%

PEAK 2026-08-27 · FORK-RETENTION 70.0% · 43 STARS / WINDOW

Author Audience

AUDIENCE

996

FOLLOWERS

361

OWNER ★

6,349

Engagement Signals

FORKS

597

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 43 / 43 (DIVERSITY 1.00)

Why This Is A Finding

elementalsouls/Claude-BugHunter собрал 43 звёзд за окно, тогда как у автора всего 361 подписчиков — эффективная аудитория ≈ 996. Это даёт surprise-индекс 0.0138 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 70.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 82% OF 9102 FINDINGS

#08User0332/rewards-farmer[ PYTHON ]0.75 #09wang2122/sprix-sage-router[ PYTHON ]0.62 #16amagine-ai/Amagine3D[ PYTHON ]0.50 #19framepipe-dev/media-inference-worker[ PYTHON ]0.47 #24zeenie-ai/OpenCompany[ PYTHON ]0.44

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9102 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 82%

VELOCITY14.335.67+8.67ABOVE 79%

RETENTION52.4%45.5%+6.9 PPABOVE 60%

FORKS597340+258ABOVE 61%

SURPRISE0.010.00+0.01ABOVE 69%