FINDING #4362 · UNIT ID 1175484255
codexstar69/bug-hunter
Adversarial AI bug hunter with auto-fix skill for Claude Code, Cursor, Codex CLI, GitHub Copilot CLI, Kiro CLI, Opencode, Pi Coding Agent, and more. Multi-agent pipeline finds security vulnerabilities, logic errors, and runtime bugs — then fixes them autonomously on a safe branch.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
75% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
3.84
ACCEL
-0.11
RETENTION
3.5%
PEAK 2026-05-03 · FORK-RETENTION 0.0% · 346 STARS / WINDOW
Author Audience
AUDIENCE
107
FOLLOWERS
49
OWNER ★
582
Engagement Signals
FORKS
52
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 346 / 346 (DIVERSITY 1.00)
Why This Is A Finding
codexstar69/bug-hunter собрал 346 звёзд за окно, тогда как у автора всего 49 подписчиков — эффективная аудитория ≈ 107. Это даёт surprise-индекс 0.0261 (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 32% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 32%
VELOCITY3.843.99-0.15ABOVE 49%
RETENTION3.5%17.1%-13.7 PPABOVE 7%
FORKS5290-37ABOVE 34%
SURPRISE0.030.01+0.01ABOVE 74%