AuramAI · Gold Trading

SCOUTING Watching M5 for impulse candles → M1 wick rejection.

Lot

Time	Side	Lot	Entry	Current	SL	TP	% TP	Float P&L	Strategy

No open positions.

📋 PAPER TRADING

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Server—

Currency—

Leverage—

Total Trades

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Win Rate

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Net P&L

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Profit Factor

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TP Hits

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SL Hits

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Early Exits

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Avg Win / Avg Loss

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Best Trade

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Worst Trade

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Max Win Streak

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Max Loss Streak

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⚡ Early Exit Effectiveness

Losses prevented

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early exit cut losing trades

Winners cut early

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profit left on the table

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📊 Best & Worst Hours

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📅 Daily P&L

Date	Trades	W/L	TP	SL	EE	P&L

No trade data yet.

🕐 Hourly Performance (UTC)

Profitable hour Losing hour No trades

🧠 Strategy Advisor

Click "Analyse & Advise" to get expert recommendations based on your trade history.

IC Markets cTrader 📋 PAPER

Not connected · — · —

📋 Paper mode — orders are simulated locally. No real money touched.

Label

Account ID

Access Token

Server

⚡ Live mode — real orders sent to IC Markets. Enable only when intentional.

Label

Account ID

Access Token

Server

Chart Mode

Select the charting engine for the live chart

Change takes effect after clicking Apply (page reloads).

Session

Signed in as account —

Logging out clears your session and returns you to the sign-in screen.

Risk Kernel

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Active Strategies

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Open Positions

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Daily P&L

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Emergency Halt

Strategy Lifecycle Registry V2 — genome state machine

Loading strategy genomes…

Meta Allocator Real-time strategy gate decisions

No allocation decisions yet — click Refresh.

Drift Events Feature / prediction / performance drift

No drift events recorded.

Autonomous Mode System trades, learns, and researches on its own

Stopped

TRADE ON:

● BTCUSD ● XAUUSD (no live feed)

Interval:

Auto Trades

Research Cycles

RL Updates

Next Research

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Next Retrain

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Start Auto Mode to begin autonomous trading...

System Monitor Real-time health · metrics · alerts · ready-to-trade status

Checking system…

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COMPONENT HEALTH

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System Maturity When these turn green — system is ready for live trading

MATURITY SCORE

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Trading Controls Lot size · SL · TP · Max positions · Trailing stop

AUTO

LOT SIZE

MAX ACTIVE TRADES

AUTO MODE — ATR MULTIPLIERS

SL MULTIPLIER (×ATR)

TP MULTIPLIER (×ATR)

TRAILING STOP

OFF

📈 Learning Analytics RL reward curve · Foundation training · Knowledge base growth

🕐 TRAINING TIME

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📅 LEARNING SINCE

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🧠 RL REWARD

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📚 KNOWLEDGE

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LAST TRAINED

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RL EPOCHS

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FOUNDATION EPOCHS

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💾 DATA SIZE

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RL REWARD CURVE (best per epoch)

— Training epochs → —

WHAT THE SYSTEM LEARNED

Loading hypotheses…

RECENT LEARNING EVENTS

Loading…

Deploy karte time Export Learning Data download karke naye server pe daalo — koi bhi learning lost nahi hogi.

Foundation Model Self-supervised market representation · Masked Autoencoder 4L×4H×128D

Status

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Architecture

MAE 4L×4H×128D

Best Loss

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Epoch

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Time

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Training Progress 0%

RECONSTRUCTION LOSS CURVE

No training history yet

Epochs

Symbol

SAVED CHECKPOINTS

No checkpoints yet.

Alpha Intelligence — BTC Signals Real-time funding rate · liquidations · on-chain netflow · sentiment NLP

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Funding Rate

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loading…

OI: —

Liquidations — 1H

Long Liqd —

Short Liqd —

Net Pressure

→ —

Sentiment NLP

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confidence: —

source: —

On-Chain Flow

Exchange Netflow

→ — BTC

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Funding Rate History (last 500 periods)

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No history loaded — click Refresh to fetch.

Auto-refresh: 60s

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Research Intelligence — Autonomous Discovery AI generates hypotheses · statistical testing · causal signal discovery

Validated Facts

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Hyp Tested

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Best Win Rate

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Causal Edges

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SYMBOL

HYPOTHESES

Idle

VALIDATED KNOWLEDGE

No validated facts yet — run a research cycle.

CODE SANDBOX — TEST YOUR OWN HYPOTHESIS

Available: numpy (np), math, json, statistics · Context: candles[] loaded

RL Decision Engine — PPO Agent Reinforcement learning · learns from outcomes · never bypasses RiskGate

⚠ Paper trading only — RiskGate required before any live execution. This agent is a CANDIDATE signal.

CURRENT DECISION

FLAT

CONFIDENCE

0.00

Episodes

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Mean Reward

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Best Eval

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Trades/Ep

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SYMBOL

EPISODES

Idle

Ensemble Signal Fusion Foundation · RL · Validated Hypotheses · Alpha — fused into one decision

SIGNAL SOURCES

No data yet — click Get Signal

DIRECTION

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AGREEMENT

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POSITION SIZE

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RISKGATE VERDICT

Not checked

SYMBOL

Execution Bridge — Order Management Paper mode active · RiskGate enforced on every order · Live requires explicit confirmation

🔒 PAPER — Safe

Orders simulate against PaperTrader. No real money at risk.

BALANCE

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DRAWDOWN

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OPEN ORDERS

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FILL RATE

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MANUAL ORDER (TEST)

SYMBOL

DIRECTION

SIZE (lots)

ORDER HISTORY

No orders yet

Continual Learning Loop System improves after every trade · EWC prevents forgetting · Evidence-triggered

ONLINE RL UPDATES

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FINETUNINGS

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WIN RATE (30T)

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AVG REWARD

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TRIGGER STATE

TRADES → NEXT FINETUNE—/50

Total trades: — EWC: — λ_EWC: 400

REWARD TREND (RECENT UPDATES)

Autonomous Research Organization 6 specialized agents · hypothesis tournament · genome evolution · self-improving

SPECIALIZED AGENT POOL

Loading agents…

GENOME POPULATION (sorted by fitness)

No genomes yet — run a cycle

LATEST RESEARCH DIGEST

No digest generated yet. Run a research cycle to generate one.

SYMBOL

Idle

Signal Model Training Walk-forward ML training with DSR + Monte Carlo validation

STEP 1 — FETCH LIVE MARKET DATA (XAUUSD + BTCUSD)

Loading data stats…

STEP 2 — TRAIN SIGNAL MODEL

SYMBOL

MODEL

TRAINED MODELS ON DISK

No trained models yet. Fetch data → Train.

Research Graph Lineage: Observation → Hypothesis → Experiment → Strategy

No research graph nodes yet. Start a research cycle.

Autonomous Research Scientist

Recent Hypotheses

No hypotheses yet — run a research cycle.

Recent Experiments

No experiments yet.

Research Memory Search

Model Evaluation Dashboard

Live metrics for all ML/DL models — updated on demand

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Monitor not yet run

Click Run Monitor to evaluate all models

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System Scorecard

Signal Accuracy

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Sharpe Ratio

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Annualised from trade P&L

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Max Drawdown

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Peak to trough cumulative P&L

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RL Best Reward

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Avg R-Multiple

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Expected return per unit risk

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Brier Score

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Confidence calibration (lower = better)

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Signal Accuracy metrics are computed from live trade outcomes. RL Classification metrics (Precision, Recall, F1) are computed from directional accuracy on held-out market data (20% test split). Foundation metrics reflect reconstruction loss on held-out bars. All metrics update automatically after each training run.

Signal Classification MetricsPer-class precision, win count, and confidence from trade outcomes

Signal Class	Trades	Wins	Precision	Avg P&L	Avg Confidence
Refresh to load classification metrics

Signal Sources

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RL Agent (PPO)Reinforcement learning reward curve across training epochs

Unique Epochs

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Latest Reward

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Reward Trend

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Checkpoints

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Classification Metrics — Directional Accuracy on 20% Held-out Data

Signal Class	Precision	Recall	F1 Score	TP / Predicted
Train RL model to populate classification metrics

PPO Loss Curves — Actor and Critic per Update Step

Train Reward (mean)

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Eval Reward (val)

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Actor Loss

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Critic Loss

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Entropy Loss

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Eval Steps

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Foundation Model (Market MAE)Self-supervised market encoder — estimated parameter count and training status

Epochs Trained

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Est. Parameters

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Checkpoints

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Days Since Trained

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Reconstruction Loss per Epoch — Train

Final Train Loss

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Best Train Loss

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Test Loss (held-out)

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Research Knowledge BaseHypothesis engine quality — convergence signal for autonomous discovery

Total Hypotheses

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Validated

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Rejected

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Acceptance Rate

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Monitor Alert LogAutomated diagnostics — agent flags threshold breaches and triggers corrections

No alerts yet — click Run Monitor

Tenant Accounts

Account	Status	Actions

Set Password

Account

New Password

cTrader App Credentials (global)

Shared Client ID/Secret every tenant's connection falls back to. Changing this updates .env and applies immediately to all active accounts — no restart needed.

Client ID

Client Secret

Bot Analytics

Settings

Intelligence

Admin

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Connect IC Markets cTrader

Bot Analytics

Settings

Intelligence

Admin

Switch trading symbol?

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Strategy analytics

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