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* 🧬 Jules02: Synthetic test scenarios — Operational lifecycle and execution quality This change enhances the synthetic data generation capabilities to support broader and safer testing of operational recovery and execution quality. Key improvements: - Enhanced ScenarioGenerator with deterministic spread_pips and movement-correlated volume. - Added LifecycleScenarioBuilder for testing multi-stage system transitions (Failure -> Recovery). - Added ExecutionQualityScenarioBuilder for validating performance guards and slippage logic. - Robust test coverage for all new generators. Co-authored-by: xnessom <255288032+xnessom@users.noreply.github.com> * feat: 🧬 Jules02: Synthetic test scenarios — Operational lifecycle and execution quality This change enhances the synthetic data generation capabilities to support broader and safer testing of operational recovery and execution quality. Key improvements: - Enhanced ScenarioGenerator with deterministic spread_pips and movement-correlated volume. - Added LifecycleScenarioBuilder for testing multi-stage system transitions (Failure -> Recovery). - Added ExecutionQualityScenarioBuilder for validating performance guards and slippage logic. - Updated documentation in docs/testing/SYNTHETIC_DATA.md. - Upgraded python-socketio to 5.14.0 to resolve security vulnerability GHSA-g8c6-8fjj-2r4m. - Full test coverage for new features (tests/test_lifecycle_scenarios.py). Co-authored-by: xnessom <255288032+xnessom@users.noreply.github.com> --------- Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com> Co-authored-by: xnessom <255288032+xnessom@users.noreply.github.com>