hara-stage3b

Generate Stage 3B SEC rating outputs by merging S/E/C/FTTI batch files into a contract-compliant sec.json.

2|Updated May 13, 2026
One-click install
npx skills add https://github.com/WSJ40/hara-mutiagent --skill hara-stage3b
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hara-stage3b
Source: https://github.com/WSJ40/hara-mutiagent/tree/main/skills/hara-stage3b
Command: npx skills add https://github.com/WSJ40/hara-mutiagent --skill hara-stage3b

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Stage 3B SEC ratings must be produced deterministically from a given Stage 3A scenario set, while keeping S/E/C/FTTI isolated into separate sub-tasks and conforming to a strict JSON output contract.

Core Features & Use Cases

  • Batch-isolated SEC generation: Splits S/E/C/FTTI into separate workers per batch so each sub-task only reads its allowed knowledge base.
  • Deterministic orchestration with guardrails: Uses dedicated preparation, merge, and validation steps to ensure output structure and alignment with Stage 3A.
  • Contract-driven JSON output: Produces output/<RUN_ID>_stage3b_<MF_ID>_sec.json with only the permitted top-level keys and scenario-aligned sec_records.

Quick Start

Run the Stage 3B SEC pipeline for your MF by invoking the context preparation, executing S/E/C/FTTI batch workers, then merging and validating to produce output/<RUN_ID>_stage3b_<MF_ID>_sec.json.

Frequently Asked Questions about hara-stage3b

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

FAQPage Schema
How do I generate Stage 3B SEC ratings without modifying Stage 3A scenarios?

Stage 3B SEC ratings are generated by transforming Stage 3A scenarios into isolated S/E/C/FTTI batch files and merging them into a contract-compliant sec.json. This process enforces isolation of S/E/C/FTTI responsibilities while keeping Stage 3A content unchanged.

What is the JSON output contract for a Stage 3B SEC safety engineering pipeline?

The JSON output contract for SEC ratings requires producing an output sec.json file with only permitted top-level keys and scenario-aligned sec_records. It enforces deterministic merging and structural validation against Stage3A alignment requirements.

How does batch orchestration isolate S/E/C/FTTI responsibilities in safety ASIL workflows?

Batch orchestration isolates S/E/C/FTTI responsibilities in safety ASIL workflows by splitting them into separate batch workers. Each sub-task only reads its allowed knowledge base, ensuring strict separation before merging into the final SEC rating output.

Do I need to run Stage 3A before generating SEC rating batch files?

Yes, you need Stage 3A scenarios as input before generating SEC rating batch files. The Stage 3B pipeline transforms existing Stage 3A scenarios into S/E/C/FTTI batches, enforces alignment requirements, and ensures Stage 3A content remains unchanged.

What are the limitations of deterministic merging for derived ASIL fields?

Deterministic merging for derived ASIL fields is limited to scenario-based safety engineering workflows where only SEC incremental outputs are needed. It strictly enforces structural validation against Stage3A alignment requirements and does not modify original Stage 3A content.