elementalsouls/Claude-BugHunter — GitHub trend

FINDING #1669 · 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

SURPRISE0.0167

ENGAGEMENT0.47

FRESHNESS1.42

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

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

14% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

17.30

ACCEL

+0.13

RETENTION

18.1%

PEAK 2026-08-11 · FORK-RETENTION 60.5% · 519 STARS / WINDOW

Author Audience

AUDIENCE

996

FOLLOWERS

361

OWNER ★

6,349

Engagement Signals

FORKS

597

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 519 / 519 (DIVERSITY 1.00)

Why This Is A Finding

elementalsouls/Claude-BugHunter собрал 519 звёзд за окно, тогда как у автора всего 361 подписчиков — эффективная аудитория ≈ 996. Это даёт surprise-индекс 0.0167 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 60.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 83% OF 9595 FINDINGS

#02guillaumemeyer/watermarks-remover[ PYTHON ]0.43 #09awesome-dsh-plugin/awesome-dsh-plugin[ PYTHON ]0.38 #10wang2122/sprix-sage-router[ PYTHON ]0.37 #16virgiliojr94/book-to-skill[ PYTHON ]0.31 #19ayghri/i-have-adhd[ PYTHON ]0.28

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 83%

VELOCITY17.303.67+13.63ABOVE 88%

RETENTION18.1%24.6%-6.5 PPABOVE 37%

FORKS597115+482ABOVE 86%

SURPRISE0.020.01+0.01ABOVE 67%