agent-native-audit

Audit agent-native architecture principles and generate scored compliance reports.

Updated Nov 11, 2023
One-click install
npx skills add https://github.com/michaelvolz/redmuffin.Blazor.StaticWeb --skill agent-native-audit-michaelvolz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-native-audit
Source: https://github.com/michaelvolz/redmuffin.Blazor.StaticWeb/tree/main/.opencode/skills/ce/agent-native-audit
Command: npx skills add https://github.com/michaelvolz/redmuffin.Blazor.StaticWeb --skill agent-native-audit-michaelvolz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps engineering teams measure adherence to agent-native architecture principles by orchestrating systematic audits that reveal gaps before they impact product behavior.

Core Features & Use Cases

  • Parallel principle audits: Launches eight specialized sub-agents to enumerate user actions, tools, contexts, data stores, UI flows, and prompt behavior for each principle.
  • Summary with scores and recommendations: Aggregates scored findings into a table with status icons, compiles the top 10 prioritized fixes, and highlights strengths.
  • Focused reviews on demand: Accepts principle-specific arguments (e.g., "action parity" or "6") to run a deep dive on a single area prior to a full sweep.

Quick Start

Run the agent-native-audit skill with the default workflow to score all eight principles and deliver the prioritized summary 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 my codebase for agent-native architecture compliance?

Audit agent-native architecture compliance by running a systematic review that launches parallel sub-agents to enumerate user actions, tool primitives, context injection, and shared data stores to evaluate adherence and surface gaps.

What is agent-native architecture and how does it evaluate tooling and UI integration?

Agent-native architecture is a design paradigm evaluated by scoring principles like tooling, context injection, shared workspaces, capability discovery, and UI refresh paths against your codebase to ensure products support autonomous agent interactions.

Can I run a focused architecture review on a single principle like action parity?

Yes, you can run a focused architecture review by passing a principle-specific argument such as "action parity" or its corresponding number to trigger a deep dive on that single area before executing a full sweep.

How are architecture audit findings reported and prioritized?

Architecture audit findings are reported by aggregating scored results into a table with status icons, compiling a prioritized list of the top 10 fixes, and highlighting existing strengths to guide engineering teams.

Do I need specific dependencies or components to perform an agent-native architecture review?

No specific dependencies or external components are required to perform the agent-native architecture review, as the tool orchestrates its own specialized sub-agents internally to evaluate the codebase.

When should I use an automated audit instead of a manual code review for agent-native principles?

Use an automated audit when you need to systematically measure adherence across all eight agent-native architecture principles simultaneously, as orchestrating parallel sub-agents reveals comprehensive gaps faster than manual code reviews.