elementalsouls/Claude-BugHunter — GitHub trend

FINDING #3665 · 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

SURPRISE0.00608

ENGAGEMENT0.52

FRESHNESS1.00

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

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

⚠ POSSIBLE STAR INFLATION — ONLY 0% OF STARS VISIBLE IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.00

ACCEL

0.00

RETENTION

0.0%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 5 STARS / WINDOW

Author Audience

AUDIENCE

782

FOLLOWERS

276

OWNER ★

5,057

Engagement Signals

FORKS

456

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 5 / 5 (DIVERSITY 1.00)

Why This Is A Finding

elementalsouls/Claude-BugHunter собрал 5 звёзд за окно, тогда как у автора всего 276 подписчиков — эффективная аудитория ≈ 782. Это даёт surprise-индекс 0.00608 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 39% OF 6024 FINDINGS

#01MDX-Tom/gpt-5.6-instruct[ PYTHON ]3.65 #04SIA-IOTechnology/Kittysploit-framework[ PYTHON ]1.92 #05William-Lu-stack/LuxyAI[ PYTHON ]1.47 #08Git-creat7/grokRegister-cpa[ PYTHON ]1.04 #10fqscfqj/Y2A-Auto[ PYTHON ]0.85

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 39%

VELOCITY5.009.00-4.00ABOVE 0%

RETENTION0.0%0.0%0.0 PPABOVE 0%

FORKS456495-39ABOVE 49%

SURPRISE0.010.00+0.00ABOVE 55%