elementalsouls/Claude-BugHunter — GitHub trend

FINDING #1270 · UNIT ID 1229774092

elementalsouls/Claude-BugHunter

A Claude Code skill bundle for bug hunting and external red-team work — 71 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

SURPRISE0.0229

ENGAGEMENT0.20

FRESHNESS1.36

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

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

19% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

18.83

ACCEL

-1.01

RETENTION

32.3%

PEAK 2026-06-17 · FORK-RETENTION 0.0% · 565 STARS / WINDOW

Author Audience

AUDIENCE

782

FOLLOWERS

276

OWNER ★

5,057

Engagement Signals

FORKS

456

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 565 / 565 (DIVERSITY 1.00)

Why This Is A Finding

elementalsouls/Claude-BugHunter собрал 565 звёзд за окно, тогда как у автора всего 276 подписчиков — эффективная аудитория ≈ 782. Это даёт surprise-индекс 0.0229 (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 80% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 80%

VELOCITY18.834.23+14.60ABOVE 86%

RETENTION32.3%29.4%+2.9 PPABOVE 55%

FORKS45692+364ABOVE 84%

SURPRISE0.020.01+0.01ABOVE 69%