hara-stage3ar

What problem does it solve?

This Skill prevents unreliable or inconsistent Stage3A scenario outputs by performing a dedicated Stage3AR review that focuses on scenario realism, independence, domain consistency, hazard-event logic, and scenario reasoning—without re-scoring S/E/C/ASIL/FTTI or overall safety state.

Core Features & Use Cases

• Stage3A→Stage3B gatekeeping: Ensures Stage3AR approves corrected Stage3A scenarios before allowing transition to Stage3B.
• Batch-based independent review: Evaluates small batches (up to 5 scenarios) using the provided batch prompt context, then merges results into a review JSON for traceability.
• Targeted validation boundaries: Checks coverage of max_asil_planning, logical consistency of hazard events, and internal coherence between motion direction, road conditions, risk objects, and driver presence—while explicitly avoiding S/E/C/ASIL/FTTI/safety-state judgment.

Quick Start

Ask the assistant to run Stage3A checks, prepare Stage3AR batch context from your Stage3A scenarios, then generate and merge Stage3AR review outputs for output/<RUN_ID>stage3a<MF_ID>_scenarios.json.