ce-agent-native-audit

Audit agent-native architecture across eight principles and produce a scored report.

Updated Jan 10, 2026
One-click install
npx skills add https://github.com/KingInYellows/yellow-plugins --skill ce-agent-native-audit-kinginyellows
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ce-agent-native-audit
Source: https://github.com/KingInYellows/yellow-plugins/tree/main/RESEARCH/upstream-snapshots/e5b397c9d1883354f03e338dd00f98be3da39f9f/plugins/compound-engineering/skills/ce-agent-native-audit
Command: npx skills add https://github.com/KingInYellows/yellow-plugins --skill ce-agent-native-audit-kinginyellows

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Agent-native architecture audits are complex and multi-faceted; this skill automates a principled review across multiple dimensions to produce a scored report.

Core Features & Use Cases

  • Parallel principle checks: Evaluate 8 core principles simultaneously to accelerate findings.
  • Scored reports: Produce a quantified performance snapshot with actionable gaps and recommendations.
  • Guided workflow: Stepwise guidance from loading principles to delivering a final summary.

Quick Start

Run the ce-agent-native-architecture skill to load all principles and begin the audit.

Frequently Asked Questions about ce-agent-native-audit

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

FAQPage Schema
How do I audit agent-native architecture for a large codebase?

An agent-native architecture audit reviews multi-agent ecosystems across eight core principles to produce a scored report. It automates principled evaluation to identify architectural gaps and deliver actionable recommendations.

What does an agent-native architecture evaluation include?

An agent-native architecture evaluation includes parallel checks across eight core principles to produce a quantified performance snapshot. It identifies architectural gaps and generates actionable recommendations within a scored report.

Can I use an agent-native audit for multi-agent ecosystems?

Yes, agent-native audits are designed for large codebases with multi-agent ecosystems. The evaluation applies parallel principle checks and cross-component analysis to handle complex, multi-faceted architectural reviews.

How do I identify gaps in multi-agent architecture principles?

You identify gaps by running a structured audit that scores your architecture against eight core principles. This automated review highlights specific deficiencies and provides actionable recommendations for improvement.

What is the best way to generate a scored report for agent-native systems?

The best way to generate a scored report is using a structured audit that applies parallel principle checks to your multi-agent ecosystem. This produces a quantified performance snapshot with actionable gaps and recommendations.