FINDING #693 · 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)
31% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
4.73
ACCEL
+0.67
RETENTION
20.1%
PEAK 2026-09-06 · FORK-RETENTION 28.6% · 142 STARS / WINDOW
Author Audience
AUDIENCE
73
FOLLOWERS
26
OWNER ★
465
Engagement Signals
FORKS
82
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 142 / 142 (DIVERSITY 1.00)
Why This Is A Finding
danilobatson/ai-trading-agent-gemini собрал 142 звёзд за окно, тогда как у автора всего 26 подписчиков — эффективная аудитория ≈ 73. Это даёт surprise-индекс 0.0421 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 28.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 93% OF 9667 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9667 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.030.00+0.02ABOVE 93%
VELOCITY4.733.73+1.00ABOVE 59%
RETENTION20.1%24.8%-4.7 PPABOVE 41%
FORKS82118-36ABOVE 41%
SURPRISE0.040.01+0.03ABOVE 88%