🧠 Metacognitive AI
Autonomous Agents • Confidence Scoring • Reflection Loops • Regime Detection
6 Active Agents
Real-time Analysis
7 Strategies
🎯 Choose Asset for Analysis
Category radio → dropdown filters. Or type any Yahoo symbol.
🧠 Meta Analysis: SPY
hold
Signal
hold
Confidence
60.1%
Regime
low_volatility
Agent Consensus
| Agent | Role | Signal | Confidence |
|---|---|---|---|
| researcher_main | researcher | buy | 70.9% |
| trader_momentum | trader | hold | 46.8% |
| trader_reversion | trader | hold | 46.8% |
| trader_breakout | trader | hold | 46.8% |
| trader_trend | trader | hold | 46.8% |
View Raw Data
{
"symbol": "SPY",
"timestamp": "2026-03-16T18:53:15.437154",
"execution_time_ms": 1275.26,
"regime": "low_volatility",
"final_signal": {
"symbol": "SPY",
"signal_type": "hold",
"confidence_level": "medium",
"confidence_score": 60.10746710518804,
"agent_consensus": {
"researcher_main": "buy",
"trader_momentum": "hold",
"trader_reversion": "hold",
"trader_breakout": "hold",
"trader_trend": "hold",
"risk_manager_main": "hold"
},
"risk_assessment": {
"volatility_risk": 12.402831299291037,
"regime_risk": "low_volatility",
"confidence_adjusted": false,
"position_size_factor": 0.6010746710518804
},
"regime": "low_volatility",
"reflection_notes": [],
"timestamp": "2026-03-16T18:53:15.437134",
"expires_at": "2026-03-17T18:53:15.437081"
},
"meta_analysis": {
"consensus": "SignalType.HOLD",
"confidence_level": "ConfidenceLevel.MEDIUM",
"confidence_score": 60.10746710518804,
"disagreement": 0.16666666666666663,
"agent_breakdown": {
"researcher_main": {
"role": "researcher",
"signal": "buy",
"confidence": 70.85891148284384,
"reasoning": "Positive sentiment (0.42)"
},
"trader_momentum": {
"role": "trader",
"signal": "hold",
"confidence": 46.75,
"reasoning": "Momentum strategy: Neutral market conditions"
},
"trader_reversion": {
"role": "trader",
"signal": "hold",
"confidence": 46.75,
"reasoning": "Mean Reversion strategy: Neutral market conditions"
},
"trader_breakout": {
"role": "trader",
"signal": "hold",
"confidence": 46.75,
"reasoning": "Breakout strategy: Neutral market conditions"
},
"trader_trend": {
"role": "trader",
"signal": "hold",
"confidence": 46.75,
"reasoning": "Trend Following strategy: Neutral market conditions"
},
"risk_manager_main": {
"role": "risk_manager",
"signal": "hold",
"confidence": 70.0,
"reasoning": "Moderate risk: low volatility"
}
},
"signal_counts": {
"buy": 1,
"hold": 5
}
},
"agent_signals": [
{
"agent_id": "researcher_main",
"agent_role": "researcher",
"symbol": "SPY",
"signal_type": "buy",
"confidence": 70.85891148284384,
"reasoning": "Positive sentiment (0.42)",
"timestamp": "2026-03-16T18:53:15.067168",
"metadata": {
"sentiment": 0.4171782296568767,
"news_volume": 3
}
},
{
"agent_id": "trader_momentum",
"agent_role": "trader",
"symbol": "SPY",
"signal_type": "hold",
"confidence": 46.75,
"reasoning": "Momentum strategy: Neutral market conditions",
"timestamp": "2026-03-16T18:53:15.098917",
"metadata": {
"price": 669.8599853515625,
"sma_20": 680.8374969482422,
"sma_50": 686.1411962890625,
"sma_200": 656.8456188964843,
"ema_12": 675.1506470960087,
"ema_26": 680.1079972464056,
"macd": -4.9573501503969055,
"macd_signal": -3.1219456019652787,
"macd_hist": -1.8354045484316268,
"rsi_14": 36.82786999786712,
"bb_upper": 697.123064289824,
"bb_middle": 680.8374969482422,
"bb_lower": 664.5519296066605,
"bb_width": 0.04783980733898921,
"bb_position": 0.1629680941894189,
"atr_14": 10.187151227678571,
"volume_ratio": 0.6770811477887632,
"obv": 932395919.0,
"support_60d": 662.2899780273438,
"resistance_60d": 695.489990234375,
"adx": -18.737644326600343,
"volatility_20d": 12.402831299291037,
"volatility_60d": 11.859666288070535,
"crossovers": {
"golden_cross": "False",
"death_cross": "False",
"price_above_50": "False",
"price_above_200": "True",
"macd_bullish": "False",
"macd_bearish": "False"
},
"trend": "downtrend"
}
},
{
"agent_id": "trader_reversion",
"agent_role": "trader",
"symbol": "SPY",
"signal_type": "hold",
"confidence": 46.75,
"reasoning": "Mean Reversion strategy: Neutral market conditions",
"timestamp": "2026-03-16T18:53:15.130795",
"metadata": {
"price": 669.8599853515625,
"sma_20": 680.8374969482422,
"sma_50": 686.1411962890625,
"sma_200": 656.8456188964843,
"ema_12": 675.1506470960087,
"ema_26": 680.1079972464056,
"macd": -4.9573501503969055,
"macd_signal": -3.1219456019652787,
"macd_hist": -1.8354045484316268,
"rsi_14": 36.82786999786712,
"bb_upper": 697.123064289824,
"bb_middle": 680.8374969482422,
"bb_lower": 664.5519296066605,
"bb_width": 0.04783980733898921,
"bb_position": 0.1629680941894189,
"atr_14": 10.187151227678571,
"volume_ratio": 0.6770811477887632,
"obv": 932395919.0,
"support_60d": 662.2899780273438,
"resistance_60d": 695.489990234375,
"adx": -18.737644326600343,
"volatility_20d": 12.402831299291037,
"volatility_60d": 11.859666288070535,
"crossovers": {
"golden_cross": "False",
"death_cross": "False",
"price_above_50": "False",
"price_above_200": "True",
"macd_bullish": "False",
"macd_bearish": "False"
},
"trend": "downtrend"
}
},
{
"agent_id": "trader_breakout",
"agent_role": "trader",
"symbol": "SPY",
"signal_type": "hold",
"confidence": 46.75,
"reasoning": "Breakout strategy: Neutral market conditions",
"timestamp": "2026-03-16T18:53:15.161729",
"metadata": {
"price": 669.8599853515625,
"sma_20": 680.8374969482422,
"sma_50": 686.1411962890625,
"sma_200": 656.8456188964843,
"ema_12": 675.1506470960087,
"ema_26": 680.1079972464056,
"macd": -4.9573501503969055,
"macd_signal": -3.1219456019652787,
"macd_hist": -1.8354045484316268,
"rsi_14": 36.82786999786712,
"bb_upper": 697.123064289824,
"bb_middle": 680.8374969482422,
"bb_lower": 664.5519296066605,
"bb_width": 0.04783980733898921,
"bb_position": 0.1629680941894189,
"atr_14": 10.187151227678571,
"volume_ratio": 0.6770811477887632,
"obv": 932395919.0,
"support_60d": 662.2899780273438,
"resistance_60d": 695.489990234375,
"adx": -18.737644326600343,
"volatility_20d": 12.402831299291037,
"volatility_60d": 11.859666288070535,
"crossovers": {
"golden_cross": "False",
"death_cross": "False",
"price_above_50": "False",
"price_above_200": "True",
"macd_bullish": "False",
"macd_bearish": "False"
},
"trend": "downtrend"
}
},
{
"agent_id": "trader_trend",
"agent_role": "trader",
"symbol": "SPY",
"signal_type": "hold",
"confidence": 46.75,
"reasoning": "Trend Following strategy: Neutral market conditions",
"timestamp": "2026-03-16T18:53:15.229325",
"metadata": {
"price": 669.8599853515625,
"sma_20": 680.8374969482422,
"sma_50": 686.1411962890625,
"sma_200": 656.8456188964843,
"ema_12": 675.1506470960087,
"ema_26": 680.1079972464056,
"macd": -4.9573501503969055,
"macd_signal": -3.1219456019652787,
"macd_hist": -1.8354045484316268,
"rsi_14": 36.82786999786712,
"bb_upper": 697.123064289824,
"bb_middle": 680.8374969482422,
"bb_lower": 664.5519296066605,
"bb_width": 0.04783980733898921,
"bb_position": 0.1629680941894189,
"atr_14": 10.187151227678571,
"volume_ratio": 0.6770811477887632,
"obv": 932395919.0,
"support_60d": 662.2899780273438,
"resistance_60d": 695.489990234375,
"adx": -18.737644326600343,
"volatility_20d": 12.402831299291037,
"volatility_60d": 11.859666288070535,
"crossovers": {
"golden_cross": "False",
"death_cross": "False",
"price_above_50": "False",
"price_above_200": "True",
"macd_bullish": "False",
"macd_bearish": "False"
},
"trend": "downtrend"
}
},
{
"agent_id": "risk_manager_main",
"agent_role": "risk_manager",
"symbol": "SPY",
"signal_type": "hold",
"confidence": 70.0,
"reasoning": "Moderate risk: low volatility",
"timestamp": "2026-03-16T18:53:15.409859",
"metadata": {
"regime": "low_volatility",
"volatility": 12.402831299291037,
"risk_level": "low",
"current_drawdown": -3.685172359443356,
"max_drawdown_1y": -13.724668704268439,
"risk_action": "NEUTRAL"
}
}
],
"reflection_notes": [],
"drift_analysis": {
"drift_detected": false,
"drift_score": 0,
"regime_changes_30d": 0,
"current_regime": "low_volatility",
"recommendation": "Models performing as expected"
},
"technical_summary": {
"price": 669.8599853515625,
"rsi": 36.82786999786712,
"trend": "downtrend",
"volatility": 12.402831299291037,
"support": 662.2899780273438,
"resistance": 695.489990234375
}
}
🤖 Active Agent Architecture
Research & Analysis
- • Researcher Agent - Fundamentals & Sentiment
- • Trader (Momentum) - Technical Momentum
- • Trader (Mean Reversion) - Oversold/Overbought
- • Trader (Breakout) - Price Breakouts
Risk & Meta
- • Trader (Trend Following) - Trend Analysis
- • Risk Manager - Volatility & Drawdown
- • Meta Analyst - Consensus & Confidence