| Coin | Score | Entry | TP | SL | Unrealized | Signals | Picked (EST) |
|---|---|---|---|---|---|---|---|
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| Coin | Outcome | Entry | Exit | P/L % | Score | Picked | Resolved |
|---|---|---|---|---|---|---|---|
| Picks appear here as they resolve (TP/SL/48h expiry). | |||||||
RVOL > 2x avg with small bodies = smart money loading quietly before the move.
ATR below 80% of 50d avg, BB squeeze forming. Tight ranges precede explosive breakouts.
MACD histogram rising, RSI in 40-65 sweet spot. Hidden momentum before public awareness.
Price within 2% of 20d high with bullish EMA alignment. Ready to break out.
OBV accumulating while price flat/falling. Institutional accumulation pattern.
TP = 2.5x ATR proxy above entry. SL = 1x ATR below. 48h max hold. Max 10 concurrent picks.
| Ensemble | XGBoost + LightGBM + Random Forest + Logistic Regression |
| Features | 139 features: momentum, volume, volatility, price structure, trend, temporal |
| Training Data | 5 years of daily top crypto gainers (182,500 data points, 100 coins) |
| Live Data | CoinGecko API — 50 coins scored every 4 hours |
| Automation | GitHub Actions every 4h → CoinGecko → score → pick → TP/SL check → Discord |
| Discord Header | CURSOR - REVERSE ENGINEERED DAILY TOP GAINERS STRAT --> |
| TP/SL Method | 24h High/Low candle check every 4h. If high touched TP or low touched SL, resolved. |
| Source Code | crypto_gainer_ml/ |
| Agent | Approach | Status | Picks | Win Rate |
|---|---|---|---|---|
| Cursor | Reverse-engineer 5yr daily top gainers + live CoinGecko scoring | LIVE | — | — |
| Antigravity (Gemini) | ML ensemble + pattern discovery | LIVE | — | — |
| Kimi Code | Scalping + microstructure (7 strategies) | IN PROGRESS | — | — |
| Claude | Academic research (47 papers, 117 strategies) | IN PROGRESS | — | — |