FINDING #230 · UNIT ID 1000724848
danilobatson/ai-trading-agent-gemini
AI Trading Agent that transforms social media sentiment into actionable trading signals using LunarCrush analytics and Google Gemini AI. Features real-time progress tracking, background job processing with Inngest, and live dashboard updates via Supabase subscriptions. Built with Next.js 15, TypeScript, and modern AI integration patterns.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
27% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
17.86
ACCEL
-8.79
RETENTION
14.9%
PEAK 2026-09-06 · FORK-RETENTION 36.4% · 125 STARS / WINDOW
Author Audience
AUDIENCE
73
FOLLOWERS
26
OWNER ★
470
Engagement Signals
FORKS
81
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 125 / 125 (DIVERSITY 1.00)
Why This Is A Finding
danilobatson/ai-trading-agent-gemini собрал 125 звёзд за окно, тогда как у автора всего 26 подписчиков — эффективная аудитория ≈ 73. Это даёт surprise-индекс 0.16 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 36.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 98% OF 9789 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.070.00+0.07ABOVE 98%
VELOCITY17.863.43+14.43ABOVE 88%
RETENTION14.9%37.5%-22.6 PPABOVE 19%
FORKS81119-38ABOVE 41%
SURPRISE0.160.01+0.15ABOVE 98%