FINDING #6021 · UNIT ID 1158626392
aulekator/Polymarket-BTC-15-Minute-Trading-Bot
A production-grade algorithmic trading bot for Polymarket's 15-minute BTC price prediction markets. Built with a 7-phase architecture combining multiple signal sources, professional risk management, and self-learning capabilities.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
2% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
1.86
ACCEL
+0.21
RETENTION
50.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 13 STARS / WINDOW
Author Audience
AUDIENCE
81
FOLLOWERS
25
OWNER ★
564
Engagement Signals
FORKS
157
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 13 / 13 (DIVERSITY 1.00)
Why This Is A Finding
aulekator/Polymarket-BTC-15-Minute-Trading-Bot собрал 13 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.0153 (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 13% OF 6892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 13%
VELOCITY1.864.14-2.29ABOVE 16%
RETENTION50.0%40.6%+9.4 PPABOVE 60%
FORKS15789+68ABOVE 64%
SURPRISE0.020.01+0.00ABOVE 59%