calculator-simpleDecision & Orchestration Layer

The real-time autonomous decision engine.

Once encoded, strategies enter a continuous reasoning loop powered by small specialized models, quant filters, and safety guardrails.

Signals are interpreted, hypotheses tested, constraints applied, and actions selected through a deterministic evaluate → filter → act graph.

A hybrid of event-driven triggers and temporal schedulers ensures strategies adapt to volatility, liquidity shifts, and risk conditions in real time.

This layer is the always-on cognitive core of TradeOS, producing safe, explainable decisions around the clock.

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