A fully automated pipeline — ingesting social chatter, scoring momentum,
and executing paper trades with hard risk controls.
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Multi-Source Ingestion
RSS news feeds, StockTwits social flow, and Yahoo Finance market data
polled every 5 minutes during market hours.
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Attention Scoring
Proprietary acceleration model detects sudden spikes in retail
attention — the leading indicator before price moves.
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Multi-Factor Confirmation
Price confirmation, liquidity check, and crowding risk filters
combined to produce high-conviction BUY signals only.
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Automated Execution
Paper trades entered automatically with $10k notional, hard stop,
profit target, and trailing stop pre-configured.
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Hard Risk Controls
5% hard stop, 8% profit target, 24-hour time stop, crowding cap,
kill switch — institutional discipline at retail speed.
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Live Dashboard
Real-time monitoring of signals, open positions, P&L, and
full system control from any browser.