hara-stage3ar

Review Stage3A scenario outputs for realism, independence, and hazard-event logic.

2|Updated May 13, 2026
One-click install
npx skills add https://github.com/WSJ40/hara-mutiagent --skill hara-stage3ar
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hara-stage3ar
Source: https://github.com/WSJ40/hara-mutiagent/tree/main/skills/hara-stage3ar
Command: npx skills add https://github.com/WSJ40/hara-mutiagent --skill hara-stage3ar

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

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.

Frequently Asked Questions about hara-stage3ar

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate Stage3A scenario outputs for safety consistency before Stage3B rating?

Stage3A scenario validation requires running check_stage_json.py --stage stage3a to verify scenario realism, independence, and hazard logic, producing a review JSON file for batch traceability.

What does Stage3AR scenario review check in hazard analysis outputs?

Stage3AR scenario review checks operational domain consistency, hazard-event logic, scenario independence, and reasoning coherence between motion direction, road conditions, risk objects, and driver presence.

How do I generate a Stage3A review JSON file for batch validation?

Generate a Stage3A review JSON by evaluating scenario batches using the stage3a-review-batches context, then merging results into output/<RUN_ID>_stage3a_<MF_ID>_review.json for traceability.

Can I use Stage3AR review to perform ASIL or FTTI safety-state scoring?

Stage3AR review explicitly avoids S/E/C/ASIL/FTTI and safety-state scoring, focusing solely on scenario realism, independence, and hazard-event logic validation between Stage3A and Stage3B.

What is the best way to gatekeep Stage3A scenarios before transitioning to Stage3B rating?

Gatekeeping Stage3A scenarios involves running Stage3AR batch evaluations to approve corrected outputs, ensuring scenario reasoning and hazard logic consistency before allowing Stage3B rating to begin.

Does Stage3AR batch validation check coverage for max_asil_planning?

Stage3AR batch validation checks coverage of max_asil_planning, while also verifying the logical consistency of hazard events and internal coherence of operational domain constraints.