FINDING #5168 · 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)
18% 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
3.17
ACCEL
-0.18
RETENTION
11.8%
PEAK 2026-06-18 · FORK-RETENTION 0.0% · 95 STARS / WINDOW
Author Audience
AUDIENCE
81
FOLLOWERS
25
OWNER ★
564
Engagement Signals
FORKS
157
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 95 / 95 (DIVERSITY 1.00)
Why This Is A Finding
aulekator/Polymarket-BTC-15-Minute-Trading-Bot собрал 95 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.0261 (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 18% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY3.174.23-1.07ABOVE 38%
RETENTION11.8%29.4%-17.6 PPABOVE 16%
FORKS15792+65ABOVE 63%
SURPRISE0.030.01+0.01ABOVE 72%