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aio

v0.5.0

Agentic Implementation Optimizer — audit, build, or extend agentic AI implementations for reliability, cost, and architecture.

Claude Code1 Skill

By Matt NoxonLicense: MIT0 GitHub starsUpdated last week

Directory evidence

Runtimes
Claude Code
Parsed components
1 skill or MCP entry
Source updated
Sep 11, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install aio for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install aio@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/mnox/mnox-ai

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins/aio/.

Plugin files

plugins/aio/
├── .claude-plugin/plugin.json
└── skills/aio/SKILL.md

Included Skills1

aioskills/aio/SKILL.md

Agentic Implementation Optimizer — audit existing agentic AI implementations for reliability/cost/architecture issues, walk through creating new agentic implementations from scratch, or extend existing implementations with new capabilities. Use when: '/aio', 'audit my agent', 'build an agent', 'agentic review', 'extend this agent', 'agent architecture', 'optimize my agent'. Covers architecture patterns, reliability engineering, guardrails, cost optimization, observability, escape-hatch/abstention design, gap-signal capture, and production readiness.

Plugin manifests1

plugins/aio/.claude-plugin/plugin.json
{
  "name": "aio",
  "version": "0.5.0",
  "description": "Agentic Implementation Optimizer — audit, build, or extend agentic AI implementations for reliability, cost, and architecture.",
  "author": {
    "name": "Matt Noxon"
  },
  "homepage": "https://github.com/mnox/mnox-ai",
  "license": "MIT"
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[aio on Agent Plugins Marketplace](https://pluginsmp.com/plugins/aio)