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auditor_neuron

Audit Rust and Python code against architectural integrity and zero-copy standards.

15|4|Updated Dec 24, 2025
Search Tags:#architecture#python#auditing#governance#rust#kernel#zero-copy
One-click install
npx skills add https://github.com/tao3k/xiuxian-artisan-workshop --skill auditor-neuron
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: auditor_neuron
Source: https://github.com/tao3k/xiuxian-artisan-workshop/tree/main/.gemini/skills/auditor_neuron
Command: npx skills add https://github.com/tao3k/xiuxian-artisan-workshop --skill auditor-neuron

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Audit code and documentation to enforce architectural integrity and zero-copy standards across Rust and Python projects.

Core Features & Use Cases

  • Ensures surgical audits of code to detect architectural drift and enforce performance constraints.
  • Validates alignment with blueprints and governance rules, providing traceable audit trails.
  • Supports structured audit outputs and decision records for policy compliance.

Quick Start

Run a full project audit to produce an AIP dashboard and an Artisan Audit Verdict (AAV) report.

Frequently Asked Questions about auditor_neuron

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

FAQPage Schema
How do I audit Rust and Python projects for architectural drift and zero-copy standards?▼

To audit Rust and Python projects for architectural drift, you can enforce architectural integrity and zero-copy standards by validating code alignment against blueprints, generating traceable audit trails and structured decision records for policy compliance.

What is the best way to enforce kernel integrity during a code review?▼

Enforcing kernel integrity during code review requires applying surgical audits to detect architectural drift and validate performance constraints, ensuring modularity, safety, and policy conformance within your defined governance workflows.

How do I generate an AIP dashboard and Artisan Audit Verdict report for project governance?▼

You generate an AIP dashboard and an Artisan Audit Verdict (AAV) report by running a full project audit that evaluates code and documentation against strict governance rules and zero-copy performance constraints.

Can I use automated auditing to check zero-copy constraints across mixed Rust and Python codebases?▼

Yes, you can audit mixed Rust and Python codebases to check zero-copy constraints by validating code and documentation alignment against governance blueprints, producing structured audit outputs and policy conformance decision records.

When do I need to run architectural integrity audits on my codebase?▼

You need to run architectural integrity audits during project audits, code reviews, and governance checks to detect architectural drift, enforce zero-copy standards, and ensure mandated policy conformance across your software engineering lifecycle.

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