aulekator/Polymarket-BTC-15-Minute-Trading-Bot — GitHub trend

FINDING #458 · 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.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0248

ENGAGEMENT0.20

FRESHNESS1.32

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

100% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.01

ACCEL

+0.02

RETENTION

7.5%

PEAK 2026-05-14 · FORK-RETENTION 0.0% · 541 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

564

Engagement Signals

FORKS

157

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 541 / 541 (DIVERSITY 1.00)

Why This Is A Finding

aulekator/Polymarket-BTC-15-Minute-Trading-Bot собрал 541 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.0248 (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 92% OF 5944 FINDINGS

#14adminlove520/AI-Account-Toolkit[ PYTHON ]0.0687 #29liaohch3/claude-tap[ PYTHON ]0.0532 #30Thysrael/Horizon[ PYTHON ]0.0521 #39dreamzero0/dreamzero[ PYTHON ]0.0478 #40hero8152/Infinite-Canvas[ PYTHON ]0.0471

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 92%

VELOCITY3.013.29-0.29ABOVE 46%

RETENTION7.5%11.3%-3.8 PPABOVE 35%

FORKS15799+58ABOVE 63%

SURPRISE0.020.01+0.01ABOVE 85%