FINDING #4001 · UNIT ID 1183058916
VexDB-THU/VexDB-Lite
A cross-platform vector database, which can be integrated into existing databases as a plugin.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
11.61
ACCEL
+0.26
RETENTION
45.3%
PEAK 2026-06-08 · FORK-RETENTION 0.0% · 1,045 STARS / WINDOW
Author Audience
AUDIENCE
216
FOLLOWERS
3
OWNER ★
1,051
Engagement Signals
FORKS
215
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,045 / 1,045 (DIVERSITY 1.00)
Why This Is A Finding
VexDB-THU/VexDB-Lite собрал 1,045 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 216. Это даёт surprise-индекс 0.0453 (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 44% OF 7165 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7165 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 44%
VELOCITY11.613.71+7.90ABOVE 82%
RETENTION45.3%15.4%+29.8 PPABOVE 96%
FORKS21584+131ABOVE 73%
SURPRISE0.050.01+0.03ABOVE 92%