CryptoAgent
Shadow intelligence online

Your market.
One clear signal.

A calm, read-only view of model health, risk and market conditions—designed for your iPhone.

MARKET PULSE Balanced momentum
DEMO
68 /100
Risk guard: defensive Updated just now
SIGNALS

What matters now

BTC REGIMEConstructive
Stable
PORTFOLIO RISKProtected
Low
MODEL CONFIDENCE Learning in shadow mode

Predictions are being evaluated without placing trades.

72%
ACTIVITY

Recent observations

BTC volatility cooledRisk filter · 4 min ago
WATCH
ETH breadth improvedMarket regime · 12 min ago
NOTE
Feature archive healthyLearning system · 21 min ago
OK
ML / DL LAB

Learning intelligence

24 JUL 2026
ACTIVE CHALLENGER

Calibrated XGBoost V2

Three calibrated classifiers using leakage-safe, past-only features.

SHADOW ONLY
Model set
20260724T204215Z
Features
40
Symbols
10
Archive rows
4,301

Horizon quality

Purged walk-forward
15MIN
Examples4,163
Balanced accuracy45.0%
Net return+54.3%
Worst drawdown17.1%
BLOCKED

Walk-forward drawdown above limit.

30MIN
Examples4,043
Balanced accuracy45.2%
Net return−16.0%
Worst drawdown44.0%
BLOCKED

Failed return, positive-fold and drawdown gates.

60MIN
Examples3,802
Balanced accuracy31.3%
Net return−38.1%
Worst drawdown44.8%
BLOCKED

Collapsed fold and below-random balanced accuracy.

Deep-learning readiness

TCN challenger
50% gates passed
COLLECTING DATA

3 of 6 checks pass.

×

History3.9 / 30 days

×

Examples / horizon3,802 / 25,000

×

Minority class809 / 2,500

✓

Symbols10 / 10

✓

Market regimes5 / 4

✓

Feature completeness100% / 75%

Training datasetView details

Classes by horizon

HorizonShortFlatLong
15m1,0252,329809
30m1,4101,6051,028
60m8932,002907

Regime coverage

Range1,671
Trend down1,393
Trend up1,231
High volatility6

First-touch volatility-barrier labels at 15, 30 and 60 minutes; five-minute samples; horizon-sized purge gaps.

Feature system40 inputs

Price & volatility · 14

Returns, volatility, EMA, RSI, ATR, candle shape and volume.

Time · 4

Cyclical hour and minute encodings.

BTC & regime · 10

BTC state, relative returns, breadth and regimes.

Order book · 3

Imbalance, spread and freshness.

Futures · 7

Funding, open interest, ratios and freshness.

Coverage · 2

Liquidations and data completeness.

Safety & validationAlways enforced

✓ Read-only input and isolated shadow storage

✓ No exchange or live-order imports

✓ Fees 0.08% + slippage 0.04% included

✓ Collapse and non-overlap checks

✓ Execution disabled