elementalsouls/Claude-BugHunter — GitHub trend

FINDING #2877 · 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

SURPRISE0.00649

ENGAGEMENT0.20

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

5.33

ACCEL

-0.50

RETENTION

57.1%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 16 STARS / WINDOW

Author Audience

AUDIENCE

782

FOLLOWERS

276

OWNER ★

5,057

Engagement Signals

FORKS

456

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 16 / 16 (DIVERSITY 1.00)

Why This Is A Finding

elementalsouls/Claude-BugHunter собрал 16 звёзд за окно, тогда как у автора всего 276 подписчиков — эффективная аудитория ≈ 782. Это даёт surprise-индекс 0.00649 (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 43% OF 5024 FINDINGS

#02Git-creat7/grokRegister-cpa[ PYTHON ]0.72 #09vinhhien112/Three.js-Object-Sculptor-Codex-Plugin[ PYTHON ]0.51 #10domanski-ai/headroom[ PYTHON ]0.50 #12William-Lu-stack/LuxyAI[ PYTHON ]0.46 #15fqscfqj/Y2A-Auto[ PYTHON ]0.37

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 43%

VELOCITY5.336.67-1.33ABOVE 40%

RETENTION57.1%46.5%+10.7 PPABOVE 61%

FORKS456116+340ABOVE 81%

SURPRISE0.010.01-0.01ABOVE 32%