FINDING #7185 · UNIT ID 1121989093
libredb/libredb-studio
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
64% 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
8.00
ACCEL
+0.75
RETENTION
22.2%
PEAK 2026-08-22 · FORK-RETENTION 36.4% · 240 STARS / WINDOW
Author Audience
AUDIENCE
123
FOLLOWERS
23
OWNER ★
384
Engagement Signals
FORKS
52
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 240 / 240 (DIVERSITY 1.00)
Why This Is A Finding
libredb/libredb-studio собрал 240 звёзд за окно, тогда как у автора всего 23 подписчиков — эффективная аудитория ≈ 123. Это даёт surprise-индекс 0.0491 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 36.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 25% OF 9595 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 25%
VELOCITY8.003.67+4.33ABOVE 74%
RETENTION22.2%24.6%-2.4 PPABOVE 45%
FORKS52115-63ABOVE 31%
SURPRISE0.050.01+0.04ABOVE 91%