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Create and execute scenario YAML files for architecture what-if predictions.
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Based on SOC occupation classification
| name | scenario |
| description | Create and execute scenario YAML files for architecture what-if predictions. |
| allowed-tools | ["Read","Edit","Bash"] |
derived_metrics.json -> P) from the relevant comparison batch.I, tool count, and candidate architectures.P_SA from the resolved SAS run baseline.brainqub3 scenario run --scenario <path>.delta_vs_sas = P_architecture - P_SAS_run_baselinePrepare and run evaluator-gated SAS and MAS experiments with explicit batch control and mandatory elasticity calibration for scenario scaling.
Reset local experiment state to a fresh slate by clearing runs, prediction outputs, scaling snapshots, and database index files under data/.
Create or repair Brainqub3 task packages that must pass evaluator tests before runs, including both fabricated instances and user-provided data workflows.
Build or repair task evaluators and evaluator tests with deterministic-first strategy.
Generate markdown reports with observed metrics, predicted metrics, and architecture recommendations.