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.