elementalsouls/Claude-BugHunter — GitHub trend

FINDING #2102 · 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

SURPRISE0.0145

ENGAGEMENT0.50

FRESHNESS1.00

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

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

3% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

15.00

ACCEL

-0.21

RETENTION

57.3%

PEAK 2026-08-26 · FORK-RETENTION 50.0% · 105 STARS / WINDOW

Author Audience

AUDIENCE

996

FOLLOWERS

361

OWNER ★

6,349

Engagement Signals

FORKS

597

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 105 / 105 (DIVERSITY 1.00)

Why This Is A Finding

elementalsouls/Claude-BugHunter собрал 105 звёзд за окно, тогда как у автора всего 361 подписчиков — эффективная аудитория ≈ 996. Это даёт surprise-индекс 0.0145 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 50.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 78% OF 9771 FINDINGS

#05MddIdd/mdd-sim-gateway[ PYTHON ]0.41 #08zeenie-ai/OpenCompany[ PYTHON ]0.38 #15litaolemo/xtquant_big_convert[ PYTHON ]0.33 #23917Dhj/DeepPaperNote[ PYTHON ]0.27 #24LBH-123-AI/Comfyui_Minimax_h3_latent_Upscaler[ PYTHON ]0.27

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 78%

VELOCITY15.003.71+11.29ABOVE 85%

RETENTION57.3%39.3%+18.0 PPABOVE 77%

FORKS59791+506ABOVE 88%

SURPRISE0.010.01+0.01ABOVE 61%