hara-stage3br

What problem does it solve?

hara-stage3br helps you review Stage 3B SEC semantics, FTTI, and the resulting safety goal/state for each matched output so that only meaningful Stage 3B issues are surfaced without re-evaluating Stage 3A scenario quality.

Core Features & Use Cases

• SEC semantic review for Stage 3B: Checks S/E/C ratings, sec_reasoning support, and whether the review aligns with the underlying scenario facts.
• FTTI alignment verification: Verifies that FTTI is consistent with hazard development time and available reaction time requirements.
• Safety goal & safe state coverage: Ensures safety_goal covers the highest credible risk path and safe_state can achieve it.
• Batch-based, worker-parallel workflow: Reviews up to 5 scenario+SEC pairings per batch and merges results into a single review artifact for traceability.
• Guided correction loop: If S/E/C is wrong, reruns the relevant Stage 3B dimension batch first, then re-merges and re-validates with the stage3b gate.

Quick Start

Run the Stage3B JSON validation and then prepare stage3b-review-batches context to review outputs in batches using the provided checks and prompts.