FINDING #565 · UNIT ID 1176032914
vigolium/vigolium
Vigolium - High-fidelity vulnerability scanner fusing agentic AI with native speed, modularity, and precision
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
98% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
8.99
ACCEL
+0.04
RETENTION
5.5%
PEAK 2026-05-28 · FORK-RETENTION 0.0% · 809 STARS / WINDOW
Author Audience
AUDIENCE
256
FOLLOWERS
38
OWNER ★
900
Engagement Signals
FORKS
123
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 809 / 809 (DIVERSITY 1.00)
Why This Is A Finding
vigolium/vigolium собрал 809 звёзд за окно, тогда как у автора всего 38 подписчиков — эффективная аудитория ≈ 256. Это даёт surprise-индекс 0.0304 (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 25% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 25%
VELOCITY8.996.61+2.38ABOVE 57%
RETENTION5.5%22.2%-16.8 PPABOVE 13%
FORKS12397+26ABOVE 55%
SURPRISE0.030.03+0.00ABOVE 54%