agent-native-audit

Audit and score an application's agent-native architecture against eight core principles.

50|14|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill agent-native-audit-all-the-vibes
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-native-audit
Source: https://github.com/All-The-Vibes/ATV-StarterKit/tree/main/.github/skills/agent-native-audit
Command: npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill agent-native-audit-all-the-vibes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill automates a structured audit of an application's agent-native architecture to identify gaps and opportunities for improvement.

Core Features & Use Cases

  • Eight parallel sub-agents audit Action Parity, Tools as Primitives, Context Injection, Shared Workspace, CRUD Completeness, UI Integration, Capability Discovery, and Prompt-Native Features.
  • Generates a consolidated scorecard and actionable recommendations for architecture improvements.
  • Use cases include governance reviews, security checks, and design-for-robustness assessments.

Quick Start

Run a full audit of the agent-native architecture to produce a scored report.

Frequently Asked Questions about agent-native-audit

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

FAQPage Schema
How do I audit an application's agent-native architecture for gaps?

Agent-native architecture design is evaluated by running eight parallel sub-agents that score Action Parity, Tools as Primitives, Context Injection, and CRUD Completeness, producing a consolidated scorecard and actionable recommendations for improving code, prompts, tools, and UI integration.

What is the best way to evaluate prompt-native features and context injection in my codebase?

Evaluating prompt-native features and context injection requires running parallel sub-agents to enumerate and assess these specific architectural components, generating a scored report that identifies gaps and prioritizes improvements across your application's code and data stores.

Can I use an automated audit to check UI integration and capability discovery for agent-native apps?

Yes, an automated agent-native audit evaluates UI integration and capability discovery by running parallel sub-agents. These sub-agents assess architectural completeness and generate a consolidated scorecard with actionable recommendations for robustness and security.

Does an agent-native architecture audit assess tools as primitives and action parity?

Yes, an agent-native architecture audit specifically assesses tools as primitives and action parity by running parallel sub-agents that evaluate these dimensions alongside data stores and prompts, delivering a prioritized improvements report for governance reviews.

What are the limitations of running parallel sub-agents for an architecture audit?

The audit evaluates architecture against eight core principles by running parallel sub-agents across code, prompts, tools, data stores, and UI integration. It identifies gaps and delivers a prioritized improvements report, focusing strictly on these defined architectural boundaries.