amr_cmodel_deep_auditor

Audit AMR Studio V4 CModel bit-level alignment against industrial standards.

Updated Mar 8, 2026
One-click install
npx skills add https://github.com/doghelWang/amr_studio_v4 --skill amr-cmodel-deep-auditor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: amr_cmodel_deep_auditor
Source: https://github.com/doghelWang/amr_studio_v4/tree/main/skills/amr_cmodel_deep_auditor
Command: npx skills add https://github.com/doghelWang/amr_studio_v4 --skill amr-cmodel-deep-auditor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides an end-to-end auditor for AMR Studio V4 that guarantees 100% bit-level alignment of generated CModel with industrial standards, consolidating parsing, analysis, attribute auditing, and schema validation into a single, auditable workflow.

Core Features & Use Cases

  • Core Parsing: physically deconstructs .cmodel ZIPs and restores internal .model binary streams into a Tag dictionary JSON.
  • Exhaustive Alignment Verification: automatically loads standard artifacts and current outputs to perform full-path comparison, ensuring no omissions and a complete trace of aligned nodes.
  • Deep Node Analysis: validates essential industrial metadata (Tag 7/8) and property offsets (Tag 2 vs Tag 5) for critical nodes such as the chassis root.

Use Case: Auditing a generated AMR CModel against the industrial standard to certify compliance before release.

Quick Start

Run the integrated auditor workflow to compare a generated CModel against the standard and inspect per-node results.

Frequently Asked Questions about amr_cmodel_deep_auditor

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

FAQPage Schema
How do I verify CModel bit-level alignment against industrial standards?▼

To verify CModel bit-level alignment, an automated auditor workflow performs physical parsing, exhaustive node alignment, and deep node analysis to produce a complete node-level report. It enforces an end-to-end workflow comparing generated CModel against standard artifacts.

What is CModel schema validation and how does it work?▼

CModel schema validation works by physically deconstructing .cmodel ZIPs and restoring internal .model binary streams into a Tag dictionary JSON. This enables exhaustive alignment verification and deep node analysis to validate essential industrial metadata and property offsets.

How to audit a generated AMR CModel before release?▼

To audit a generated AMR CModel, run an integrated auditor workflow that loads standard artifacts and current outputs to perform full-path comparison. This ensures no omissions and provides a complete trace of aligned nodes for compliance certification.

Does the CModel auditor validate specific node metadata and property offsets?▼

Yes, the CModel auditor validates essential industrial metadata such as Tag 7 and Tag 8, and checks property offsets like Tag 2 versus Tag 5 for critical nodes including the chassis root, ensuring deep node analysis and compliance.

Can I parse .cmodel ZIP files and restore .model binary streams automatically?▼

Yes, you can automatically parse .cmodel ZIP files and restore internal .model binary streams into a Tag dictionary JSON. This core parsing capability consolidates deconstruction and restoration into a single auditable workflow.

What are the limitations of automated CModel bit-level auditing?▼

Automated CModel bit-level auditing requires standard artifacts and current outputs for full-path comparison, meaning it cannot validate alignment without a baseline. It is specifically designed for AMR Studio V4 generated CModel artifacts and industrial metadata validation.