Opportunities
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Signal Feed
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Research Trace
Agent Run History (Past Year)
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1 run completed — heatmap fills as more runs accumulate
Research Pipeline
1
Parallel Signal Harvesting
Three independent agents scan social media, news, and video in parallel — each writes to its own feed.
Twitter / X Harvest
Grok AI
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📰
News + Reddit
Multi-source
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searchBrave
Video / Podcasts
YouTube
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getYouTubeFeed
2
Narrative Engine
ADK Agent
Multi-phase ReAct agent: reads all harvest feeds → clusters into narratives → scores on 5 alpha dimensions → deep dives with market data.
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Turns
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Tool Calls
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Opportunities
readHarvestData
readPreviousNarratives
getStockKline
getCompanyProfile
getInsiderTrades
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3
Alpha Scoring & Ranking
Five-dimension weighted scoring produces the final Alpha Score for each narrative.
Emergence 25%
Dissensus 25%
Info Edge 20%
Actionability 20%
Momentum 10%
∞
Continuous Monitoring
Runs every 4 hours. Tracks narrative lifecycle across runs — emerging → heating → consensus → fading.
KOL Monitor
30 analysts
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