Shadow Evaluation Active
— WR — PF — DD
Shadow Evaluation Active
4 Pairs Monitored
Live Market Analysis
Governance Enabled
WR  ·  PF  ·  DD

🤖 AI Trader Copilot

A professional trader's read on the market — plain language · advisory only · NOT a signal

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The AI Trader Copilot is an advisory presentation layer over existing research output. It performs no execution, no order placement, no auto-trading, and no forecasting. Verdicts and commentary are opinions, NOT signals or financial advice.

◈ Trader Workspace

Your clean trading view — AI trader opinion on each pair · no execution · decision support only

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AI Trader Opinion is a trader-style explanation of existing engine output — NOT a signal and NOT financial advice. Research environment · no live execution · no broker connectivity.

📊 Live Market Chart

Candlestick chart with signal overlays

EUR/USD
Current Price
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◈ Market Opportunities

Research environment only — no live execution or broker connectivity.
All opportunities shown are statistically evaluated research candidates.

🧠 Shadow Evaluation EVALUATION ONLY

Trade candidates · for full diagnostics

H4 EMA200 bias · M15 pullback + RSI entry · Structure SL · TP1 = 2R · TP2 = 3R

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📈 Performance Metrics

Win Rate
Profit Factor
Sharpe Ratio
Max Drawdown

Statistical confidence improves as additional evaluated samples accumulate.

Trade Statistics

Total Trades
Winning
Losing
Avg Win
Avg Loss

📋 Historical Evaluated Trades

Date Pair Signal Entry Exit P&L ($) P&L (%) Status Setup Quality Regime Trend Str. Duration Exit Reason Root Cause

★ My Watchlist

Your tracked pairs — add, pin, reorder, remove · saved on this device

📓 My Trade Journal

Record your trades, emotions, and lessons · saved on this device · DB sync later

🛠 Strategy Studio

Define and document your strategies · foundation version (UI only) · saved on this device

🛡 My Risk Center

Position sizing + your journal statistics · research only · no broker integration

Position Size Calculator

Pure calculator. Standard lot = 100,000 units · pip value defaults to $10/lot (USD-quote pairs). No broker integration.

Journal Statistics

⚙ Trader Personalization

Make the workspace yours · saved on this device

Personalization affects the trader experience only. It does not change any signal, decision, confidence, trust, governance, or research logic.

⚖️ Engine Comparison RESEARCH ONLY

Legacy engine covers EUR/USD only. GBP/USD, USD/JPY, and XAU/USD show Decision Engine only. No execution.

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📈 Research Evaluation PAPER ONLY

Decision engine scored on SL/TP1/TP2 hit within the pair-specific evaluation window. Legacy engine scored on directional return over 5 daily bars. Results improve as snapshot volume grows. No execution.

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🏁 Strategy Governance GOVERNANCE ONLY

Tracks whether the decision engine has accumulated sufficient evidence — per pair — to be considered for broader authority. States: Research HoldObservation ModeShadowGate LegacyPair Primary. No state change affects live signals or execution.

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⬡ Regime Intelligence

Performance analytics by market condition — research only, no execution logic

A. By Market Regime
RegimenWin RateStop RateAvg Score
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B. By Trading Session
SessionnWin RateStop RateAvg Score
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C. Pair × Regime Matrix
Pair × RegimenWin RateStop RateAvg Score
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D. Trend Tier
TiernWRStop%
E. Structure Age
AgenWRStop%
F. ATR / Volatility State
StatenWRStop%
Research analytics only · Paper evaluation data · No execution logic · Governance remains manual

🌍 Macro Intelligence

Economic event impact research — observational only · no execution logic · no signal suppression

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Next Major Events
EventCurrencyImportanceCategoryTime (UTC)
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By Event State
StatenWRSR
By Importance Level
LevelnWRSR
Pair Sensitivity
PairScoreLabel
Performance by Event Category
CategorynWin RateStop RateAvg Score
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v2.8 Macro Intelligence · Observational research layer · No execution logic modified · No signal suppression

⬡ Edge Discovery Intelligence

Automatic discovery of statistically significant winning & losing conditions — research only · no execution logic

Best Performing Conditions (n ≥ 20)
#Condition SignatureTradesWRPFExpectancyConfidence
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Worst Performing Conditions (n ≥ 20)
#Condition SignatureTradesWRPFExpectancyConfidence
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▲ Emerging Edges
ConditionHist WRNow WRΔ
▼ Decaying Edges
ConditionHist WRNow WRΔ
v2.9 Edge Discovery Engine · Research analytics over historical evaluated trades · No execution logic · No signal suppression

⬡ Strategy Attribution Intelligence

Root-cause analysis — why trades win & lose · research only · no execution logic

▲ Top Success Drivers
FactorScoreTradesWin Δ
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▼ Top Failure Drivers
FactorScoreTradesLoss Δ
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Pair Attribution Matrix
PairTradesWRTop Success DriverTop Failure Driver
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v3.0 Strategy Attribution Engine · Root-cause analytics over historical evaluated trades · No execution logic · No signal suppression

⬡ Research Maturity Intelligence

Data maturity, statistical confidence & TimesFM readiness — research only · no execution logic

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Enrichment Coverage
LayerCoverage
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Statistical Confidence
LayerSamplesConfidence
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🤖 TimesFM Readiness
v3.0.1 Research Maturity Engine · Quantifies dataset readiness before model-vs-model research · No execution logic · No signal changes

⬡ Enrichment Audit Intelligence

Data pipeline validation — legacy vs live enrichment · audit only · no execution · no signal changes

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Coverage — Legacy vs New Pipeline
LayerLegacyNew
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Missing Field Rankings
FieldCoverage
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TimesFM Revalidation by Cohort
CohortSnapshotsDecidedEnrichmentStatus
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🔬 Research Conclusion
v3.0.2 Enrichment Audit · Verifies enrichment pipeline & data readiness · Audit only · No execution · No model development · No TimesFM integration

⬡ Research Data Intelligence

Research data laboratory — rehydration · dataset quality · statistical validation · Monte Carlo · readiness 2.0 · research infrastructure only

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Dataset Quality
Dataset Quality Score
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Readiness 2.0
Research Readiness 2.0
Edge Evidence Distribution
Evidence TierEdges
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Monte Carlo (1000 sims)
MetricValue
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🧪 Final Recommendation
v3.1 Research Acceleration Lab · Rehydration + dataset engineering · Research infrastructure only · No execution · No forecasting models · No TimesFM integration

⬡ Controlled Model Lab

Research-only model experimentation framework — registry · experiments · benchmarks · time-series splits · readiness gate · no model training · no forecasting · no execution

Model Experiment Readiness
Model Registry
ModelStatus
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Stocks14 Baseline Benchmark
MetricValue
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Time-Series Splits (leakage-free)
SplitRows / Decided
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Feature Catalog by Category
CategoryFeatures
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🤖 TimesFM Preparation
v3.2 Controlled Model Lab · Research infrastructure only · No model training · No forecasting · No model deployment · No execution · No signal/confidence/trust/governance changes

⬡ Environment Intelligence

Adaptive environment scoring — advisory only · no execution logic · governance remains manual

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Adaptive Trust Analysis
PairBase ConfidenceEnvironment GradeMultiplierAdjusted TrustDelta
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v2.6 Adaptive Governance · Research observations only · No execution impact · Advisory layer

⬡ Governance Recommendations

Statistically-grounded observations · Human review required · Advisory only

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Minimum 5 samples required · Cannot block all pairs simultaneously · No autonomous decisions

⬡ Operational Status

Trader Workspace
ACTIVE
Strategy Studio
ACTIVE
Trade Journal
ACTIVE
Market Data
LIVE
Decision Engine
ACTIVE
Evaluation Engine
ACTIVE
Governance Layer
ACTIVE
Promotion Status
SHADOW MODE
Active Pairs
4 Monitored
ATR Integrity
VALIDATED
Evaluation Windows
ACTIVE
Trend Filter
0.50
Engine Version
v2.5
Regime Engine
ACTIVE
Session Intelligence
ACTIVE
Volatility Analytics
ACTIVE
Adaptive Research
LEARNING
Environment Intelligence
ACTIVE
Adaptive Governance
LEARNING
Trust Adjustment Engine
ACTIVE
Recommendation Engine
ACTIVE
Macro Data Feed
ACTIVE
Event Classifier
ACTIVE
Macro Analytics
LEARNING
Edge Discovery Engine
ACTIVE
Edge Database
ACTIVE
Edge Intelligence
LEARNING
Attribution Engine
ACTIVE
Root Cause Analysis
ACTIVE
Strategy Learning
ACTIVE
Research Maturity
ACTIVE
Statistical Confidence
ACTIVE
TimesFM Readiness
ACTIVE
Enrichment Audit
ACTIVE
Pipeline Validation
ACTIVE
Rehydration Engine
ACTIVE
Research Data Lab
ACTIVE
Statistical Validation
ACTIVE
Model Registry
ACTIVE
Benchmark Framework
ACTIVE
Experiment Gate
LOCKED
Per-Pair Evaluation Windows
EUR/USD72 bars (18 h)
GBP/USD72 bars (18 h)
USD/JPY72 bars (18 h)
XAU/USD96 bars (24 h)
ATR Sanity Bounds (M15)
EUR/USD3–30 pips
GBP/USD4–40 pips
USD/JPY3–50 pips
XAU/USD$1–$30
Active Filters & Configuration
Trend FilterMin 0.50
Min Structure0.8 × ATR
ConfidenceClamp [0, 85]
DE Versionv2.5
Gov. StageShadow Mode
ModelsLSTM · XGBoost · TA · Ensemble
Controlled Model Lab (v3.2)
Experiment Gate
Models Registered
Experiments
Features Catalogued
TimesFM Immediate
Research Data Lab (v3.1)
Dataset Quality
Readiness 2.0
Total Records
Rehydrated
Enriched Decided
TimesFM Ready
Enrichment Audit (v3.0.2)
Pipeline Health
Legacy Snapshots
Enriched Snapshots
New-Data Coverage
Persistence OK
Research Maturity (v3.0.1)
Maturity Score
Maturity Grade
Decided Trades
Enrichment Coverage
TimesFM Status
Strategy Attribution (v3.0)
Evaluated Trades
Baseline Win Rate
Success Drivers
Failure Drivers
Top Success Factor
Top Failure Factor
Edge Discovery (v2.9)
Condition Clusters
Best Edges (n≥20)
Worst Edges (n≥20)
Emerging Edges
Decaying Edges
Strongest Edge
Macro Intelligence (v2.8)
Event Calendar
Current State
Most Sensitive
Most Resilient
Worst Category
Best Category
Adaptive Governance (v2.6)
Environment EngineACTIVE
Trust AdjustmentACTIVE
Hostile Environments
Favorable Environments
Strongest Environment
Weakest Environment
Trust Range
Regime Intelligence (v2.5)
Regime EngineACTIVE
Session ClassifierACTIVE
Volatility EngineACTIVE
Structure AgeACTIVE
Regime Memory
Best Environment
Weakest Environment
Evaluated w/ Regime

💡 Research Environment

Hybrid Professional-Trader Signal Research System

Combines AI/ML ensemble (LSTM, XGBoost, Technical Analysis) with professional trader logic (H4 EMA200 bias · M15 pullback entry · structural SL/TP). Running in shadow mode with active governance before any live signal authority is granted.

✓ 60 advanced features
✓ Per-pair ATR sanity validation (v2.3)
✓ Pair-specific evaluation windows
✓ Paper governance before promotion
✓ Structural SL · 2R/3R targets
✓ Live market data (Twelve Data + yfinance)