READ-ONLY TELEMETRY STREAM

CryptoAgent Intelligence

Real-time ML shadow validation, open position monitoring, and hardware telemetry without chart overhead.

TOTAL PNL (24H) —

ACTIVE POSITIONS —

DEEP LEARNING READINESS

Overall Research Progress

ACTIVE MODEL SET — XGBoost + PyTorch

DATASET WINDOW — 35-Day Target

DATA COMPLETENESS — 10 Symbols Tracked

DL READINESS GATE — 0 / 6 Passed

WALK-FORWARD EVALUATION

Model Horizon Quality

Purged & Cost-Adjusted

15 MIN WAITING

Matured Examples —

Balanced Accuracy —

Net Return (After Fees) —

Max Drawdown —

30 MIN WAITING

Matured Examples —

Balanced Accuracy —

Net Return (After Fees) —

Max Drawdown —

60 MIN WAITING

Matured Examples —

Balanced Accuracy —

Net Return (After Fees) —

Max Drawdown —

VALIDATION Safeguards

Deep Learning Readiness Gates

0 / 6 Passed

Loading telemetry gates...

SHADOW EVALUATION

Shadow Mode Evidence

Advisory Only

PREDICTIONS LOGGED —

MATURED OUTCOMES —

ACCURACY RATE —

MEMORY ALERTS 0

NODE TELEMETRY

Hardware & Resource Metrics

Live Monitor

CPU USAGE —

MEMORY (RAM) —

— / — GB

STORAGE (DISK) —

— GB free

CPU PACKAGE POWER — W Intel RAPL Hardware Sensors

EST. LAPTOP TOTAL POWER — W Integrated RAPL Estimate

SQLITE DATABASES — MB Publisher — MB

ENERGY CONSUMPTION

Cumulative Energy Record

Persistent

TODAY — Wh Estimated Watt-Hours

TOTAL RECORDED — Wh — kWh

CURRENT SESSION — Wh Resets with service restart