PAPERSTANDBYSEMI

Prove

Backtest & validate

Prove · Simulate

Walk-forward & chaos sandbox

Stress-test strategy robustness before promoting to the live cockpit.

Simulation hub

Prove

Walk-forward optimization and chaos sandbox — validate strategy robustness before live capital.

System heartbeat

Safety Monitor

Status
Off
Last check
Velocity cap
/ 1s

Ready to run walk-forward optimization

Click Run to execute walk-forward optimization against the backend simulation engine.

Rolling window configuration

Train on historical fills, validate on the next out-of-sample window. Large train/test degradation flags potential curve-fitting.

In-sample vs out-of-sample

Stability score: %

No walk-forward windows

Add more filled ledger trades or widen the date span to produce windows.

Ready to run chaos sandbox

Click Run to execute chaos sandbox against the backend simulation engine.

Chaos Sandbox

Inject synthetic extreme conditions into shadow-alpha replay

Prove · Agent attribution

Which agents contributed to proof?

Ledger-scored performance, walk-forward stability, and chaos survival mapped to the fleet roster. Run simulations above to populate attribution.