FINDING #4431 · UNIT ID 1191561598
brightbeanxyz/brightbean-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)
52% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
11.81
ACCEL
-0.28
RETENTION
10.3%
PEAK 2026-04-17 · FORK-RETENTION 0.0% · 1,063 STARS / WINDOW
Author Audience
AUDIENCE
442
FOLLOWERS
17
OWNER ★
2,042
Engagement Signals
FORKS
403
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,063 / 1,063 (DIVERSITY 1.00)
Why This Is A Finding
brightbeanxyz/brightbean-studio собрал 1,063 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 442. Это даёт surprise-индекс 0.0245 (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 31% 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 31%
VELOCITY11.813.99+7.82ABOVE 81%
RETENTION10.3%17.1%-6.9 PPABOVE 30%
FORKS40390+314ABOVE 84%
SURPRISE0.020.01+0.01ABOVE 71%