FINDING #8939 · UNIT ID 1231255847
Benjam1nCup/Polymarket-trading-bot-python-V2
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S8 · KEYWORD-STUFFED OR EMPTY DESCRIPTION
Growth Telemetry
VELOCITY /D
8.93
ACCEL
+0.17
RETENTION
13.0%
PEAK 2026-08-16 · FORK-RETENTION 16.7% · 268 STARS / WINDOW
Author Audience
AUDIENCE
2,310
FOLLOWERS
2,257
OWNER ★
533
Engagement Signals
FORKS
29
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 268 / 268 (DIVERSITY 1.00)
Why This Is A Finding
Benjam1nCup/Polymarket-trading-bot-python-V2 собрал 268 звёзд за окно, тогда как у автора всего 2,257 подписчиков — эффективная аудитория ≈ 2,310. Это даёт surprise-индекс 0.0038 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 16.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 7% 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 7%
VELOCITY8.933.67+5.27ABOVE 77%
RETENTION13.0%24.6%-11.7 PPABOVE 27%
FORKS29115-86ABOVE 20%
SURPRISE0.000.01-0.00ABOVE 31%